From 4cbc79a6d16b3ca07834516c152737f171b508bd Mon Sep 17 00:00:00 2001
From: Priyanshu Yashwant Deshmukh
 <69320370+priyansh4320@users.noreply.github.com>
Date: Sun, 13 Aug 2023 10:16:39 +0000
Subject: [PATCH 1/2] made changes in learner.ipynb import, x_train variable

---
 .../Learner_Notebook3.ipynb                   |  5320 +++++++
 .../README.md                                 |    40 +
 .../employee_data.csv                         | 11583 ++++++++++++++++
 .../partition-feature-space.png               |   Bin 0 -> 60217 bytes
 .../showcase _on_streamlit/app.py             |     0
 5 files changed, 16943 insertions(+)
 create mode 100644 Predict_Employee_Turnover_with_scikitlearn/Learner_Notebook3.ipynb
 create mode 100644 Predict_Employee_Turnover_with_scikitlearn/README.md
 create mode 100644 Predict_Employee_Turnover_with_scikitlearn/employee_data.csv
 create mode 100644 Predict_Employee_Turnover_with_scikitlearn/partition-feature-space.png
 create mode 100644 Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py

diff --git a/Predict_Employee_Turnover_with_scikitlearn/Learner_Notebook3.ipynb b/Predict_Employee_Turnover_with_scikitlearn/Learner_Notebook3.ipynb
new file mode 100644
index 0000000..a54d8da
--- /dev/null
+++ b/Predict_Employee_Turnover_with_scikitlearn/Learner_Notebook3.ipynb
@@ -0,0 +1,5320 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<img src=\"https://rhyme.com/assets/img/logo-dark.png\" align=center></img>\n",
+    "<h2 align=\"center\">Predict Employee Churn with Decision Trees and Random Forests</h2>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 1: Import Libraries\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install pandas_profiling"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from __future__ import print_function\n",
+    "%matplotlib inline\n",
+    "import os\n",
+    "import warnings\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as image\n",
+    "import pandas as pd\n",
+    "import pandas_profiling\n",
+    "plt.style.use(\"ggplot\")\n",
+    "warnings.simplefilter(\"ignore\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.rcParams['figure.figsize'] = (12,8)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 2: Exploratory Data Analysis\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "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>satisfaction_level</th>\n",
+       "      <th>last_evaluation</th>\n",
+       "      <th>number_project</th>\n",
+       "      <th>average_montly_hours</th>\n",
+       "      <th>time_spend_company</th>\n",
+       "      <th>Work_accident</th>\n",
+       "      <th>quit</th>\n",
+       "      <th>promotion_last_5years</th>\n",
+       "      <th>department</th>\n",
+       "      <th>salary</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.38</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>2</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>low</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.80</td>\n",
+       "      <td>0.86</td>\n",
+       "      <td>5</td>\n",
+       "      <td>262</td>\n",
+       "      <td>6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>medium</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.11</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>7</td>\n",
+       "      <td>272</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>medium</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.72</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>5</td>\n",
+       "      <td>223</td>\n",
+       "      <td>5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>low</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.37</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>2</td>\n",
+       "      <td>159</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>low</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   satisfaction_level  last_evaluation  number_project  average_montly_hours  \\\n",
+       "0                0.38             0.53               2                   157   \n",
+       "1                0.80             0.86               5                   262   \n",
+       "2                0.11             0.88               7                   272   \n",
+       "3                0.72             0.87               5                   223   \n",
+       "4                0.37             0.52               2                   159   \n",
+       "\n",
+       "   time_spend_company  Work_accident  quit  promotion_last_5years department  \\\n",
+       "0                   3              0     1                      0      sales   \n",
+       "1                   6              0     1                      0      sales   \n",
+       "2                   4              0     1                      0      sales   \n",
+       "3                   5              0     1                      0      sales   \n",
+       "4                   3              0     1                      0      sales   \n",
+       "\n",
+       "   salary  \n",
+       "0     low  \n",
+       "1  medium  \n",
+       "2  medium  \n",
+       "3     low  \n",
+       "4     low  "
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "hr=pd.read_csv('data/employee_data.csv')\n",
+    "hr.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "                <iframe\n",
+       "                    width=\"100%\"\n",
+       "                    height=\"800px\"\n",
+       "                    srcdoc=\"&lt;!doctype html&gt;\n",
+       "&lt;html lang=&quot;en&quot;&gt;\n",
+       "&lt;head&gt;\n",
+       "    &lt;meta charset=&quot;utf-8&quot;&gt;\n",
+       "    &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width, initial-scale=1, shrink-to-fit=no&quot;&gt;\n",
+       "    &lt;meta name=&quot;description&quot; content=&quot;Profile report generated with the `pandas-profiling` Python package&quot;&gt;\n",
+       "    &lt;meta name=&quot;author&quot; content=&quot;Jos Polfliet, Simon Brugman and the open source community.&quot;&gt;\n",
+       "    &lt;meta name=&quot;generator&quot; content=&quot;Pandas Profiling 2.3.0&quot; /&gt;\n",
+       "    &lt;meta name=&quot;url&quot; content=&quot;https://github.com/pandas-profiling/pandas-profiling&quot;&gt;\n",
+       "\n",
+       "    &lt;title&gt;DATA REPORT&lt;/title&gt;\n",
+       "\n",
+       "&lt;style&gt;\n",
+       "/*!\n",
+       " * Bootstrap v3.3.7 (http://getbootstrap.com)\n",
+       " * Copyright 2011-2016 Twitter, Inc.\n",
+       " * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n",
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.navbar-brand,.navbar-inverse .navbar-nav&gt;li&gt;a{text-shadow:0 -1px 0 rgba(0,0,0,.25)}.navbar-fixed-bottom,.navbar-fixed-top,.navbar-static-top{border-radius:0}@media (max-width:767px){.navbar .navbar-nav .open .dropdown-menu&gt;.active&gt;a,.navbar .navbar-nav .open .dropdown-menu&gt;.active&gt;a:focus,.navbar .navbar-nav .open .dropdown-menu&gt;.active&gt;a:hover{color:#fff;background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2e6da4&#x27;, GradientType=0);background-repeat:repeat-x}}.alert{text-shadow:0 1px 0 rgba(255,255,255,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.25),0 1px 2px rgba(0,0,0,.05);box-shadow:inset 0 1px 0 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100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2b669a));background-image:linear-gradient(to bottom,#337ab7 0,#2b669a 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2b669a&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#2b669a}.list-group-item.active .badge,.list-group-item.active:focus .badge,.list-group-item.active:hover .badge{text-shadow:none}.panel{-webkit-box-shadow:0 1px 2px rgba(0,0,0,.05);box-shadow:0 1px 2px rgba(0,0,0,.05)}.panel-default&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-o-linear-gradient(top,#f5f5f5 0,#e8e8e8 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f5f5f5),to(#e8e8e8));background-image:linear-gradient(to bottom,#f5f5f5 0,#e8e8e8 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff5f5f5&#x27;, endColorstr=&#x27;#ffe8e8e8&#x27;, GradientType=0);background-repeat:repeat-x}.panel-primary&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-o-linear-gradient(top,#337ab7 0,#2e6da4 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#337ab7),to(#2e6da4));background-image:linear-gradient(to bottom,#337ab7 0,#2e6da4 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ff337ab7&#x27;, endColorstr=&#x27;#ff2e6da4&#x27;, GradientType=0);background-repeat:repeat-x}.panel-success&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-o-linear-gradient(top,#dff0d8 0,#d0e9c6 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#dff0d8),to(#d0e9c6));background-image:linear-gradient(to bottom,#dff0d8 0,#d0e9c6 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffdff0d8&#x27;, endColorstr=&#x27;#ffd0e9c6&#x27;, GradientType=0);background-repeat:repeat-x}.panel-info&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-o-linear-gradient(top,#d9edf7 0,#c4e3f3 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#d9edf7),to(#c4e3f3));background-image:linear-gradient(to bottom,#d9edf7 0,#c4e3f3 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffd9edf7&#x27;, endColorstr=&#x27;#ffc4e3f3&#x27;, GradientType=0);background-repeat:repeat-x}.panel-warning&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-o-linear-gradient(top,#fcf8e3 0,#faf2cc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#fcf8e3),to(#faf2cc));background-image:linear-gradient(to bottom,#fcf8e3 0,#faf2cc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fffcf8e3&#x27;, endColorstr=&#x27;#fffaf2cc&#x27;, GradientType=0);background-repeat:repeat-x}.panel-danger&gt;.panel-heading{background-image:-webkit-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-o-linear-gradient(top,#f2dede 0,#ebcccc 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#f2dede),to(#ebcccc));background-image:linear-gradient(to bottom,#f2dede 0,#ebcccc 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#fff2dede&#x27;, endColorstr=&#x27;#ffebcccc&#x27;, GradientType=0);background-repeat:repeat-x}.well{background-image:-webkit-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#e8e8e8),to(#f5f5f5));background-image:linear-gradient(to bottom,#e8e8e8 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr=&#x27;#ffe8e8e8&#x27;, endColorstr=&#x27;#fff5f5f5&#x27;, GradientType=0);background-repeat:repeat-x;border-color:#dcdcdc;-webkit-box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1)}\n",
+       "/*# sourceMappingURL=bootstrap-theme.min.css.map */&lt;/style&gt;\n",
+       "&lt;style&gt;\n",
+       "body {\n",
+       "  padding-top: 80px;\n",
+       "}\n",
+       ".content .container-fluid{\n",
+       "    margin-left: 20px !important;\n",
+       "    margin-right: 20px !important;\n",
+       "    margin-bottom: 20px;\n",
+       "}\n",
+       "\n",
+       ".page-header{\n",
+       "    border:0 !important;\n",
+       "}\n",
+       "\n",
+       ".row.variable {\n",
+       "    border: 1px solid #e1e1e8;\n",
+       "    border-top: hidden;\n",
+       "    padding: 2em 1em;\n",
+       "}\n",
+       "\n",
+       ".row.header {\n",
+       "    border-bottom: 1px solid #e1e1e8;\n",
+       "    /*background-color: #f5f5f5;*/\n",
+       "    padding-left: 2em;\n",
+       "}\n",
+       "\n",
+       "\n",
+       ".dl-horizontal dt {\n",
+       "    text-align: left;\n",
+       "    padding-right: 1em;\n",
+       "    white-space: normal;\n",
+       "}\n",
+       "\n",
+       ".dl-horizontal dd {\n",
+       "    margin-left: 0;\n",
+       "}\n",
+       "\n",
+       "\n",
+       ".col-md-12 {\n",
+       "    padding-left: 2em;\n",
+       "}\n",
+       "\n",
+       ".indent {\n",
+       "    margin-left: 1em;\n",
+       "}\n",
+       "\n",
+       ".center-img {\n",
+       "    margin-left: auto !important;\n",
+       "    margin-right: auto !important;\n",
+       "    display: block;\n",
+       "}\n",
+       "\n",
+       "/* Table example_values */\n",
+       "table.example_values {\n",
+       "    border: 0;\n",
+       "}\n",
+       "\n",
+       ".example_values th {\n",
+       "    border: 0;\n",
+       "    padding: 0;\n",
+       "    color: #555;\n",
+       "    font-weight: 600;\n",
+       "}\n",
+       "\n",
+       ".example_values tr, .example_values td {\n",
+       "    border: 0;\n",
+       "    padding: 0;\n",
+       "    color: #555;\n",
+       "}\n",
+       "\n",
+       "/* STATS */\n",
+       "table.stats {\n",
+       "    border: 0;\n",
+       "}\n",
+       "\n",
+       ".stats th {\n",
+       "    border: 0;\n",
+       "    padding: 0 2em 0 0;\n",
+       "    color: #555;\n",
+       "    font-weight: 600;\n",
+       "}\n",
+       "\n",
+       ".stats tr {\n",
+       "    border: 0;\n",
+       "}\n",
+       "\n",
+       ".stats td {\n",
+       "    color: #555;\n",
+       "    padding: 1px;\n",
+       "    border: 0;\n",
+       "}\n",
+       "\n",
+       "\n",
+       "/* Sample table */\n",
+       "table.sample {\n",
+       "    border: 0;\n",
+       "    margin-bottom: 2em;\n",
+       "    margin-left: 1em;\n",
+       "}\n",
+       "\n",
+       ".sample tr {\n",
+       "    border: 0;\n",
+       "}\n",
+       "\n",
+       ".sample td, .sample th {\n",
+       "    padding: 0.5em;\n",
+       "    white-space: nowrap;\n",
+       "    border: none;\n",
+       "\n",
+       "}\n",
+       "\n",
+       ".sample thead {\n",
+       "    border-top: 0;\n",
+       "    border-bottom: 2px solid #ddd;\n",
+       "}\n",
+       "\n",
+       ".sample td {\n",
+       "    width: 100%;\n",
+       "}\n",
+       "\n",
+       "\n",
+       "/* There is no good solution available to make the divs equal height and then center ... */\n",
+       ".histogram {\n",
+       "    margin-top: 3em;\n",
+       "}\n",
+       "\n",
+       "/* Freq table */\n",
+       "table.freq {\n",
+       "    margin-bottom: 2em;\n",
+       "    border: 0;\n",
+       "}\n",
+       "\n",
+       "table.freq th, table.freq tr, table.freq td {\n",
+       "    border: 0;\n",
+       "    padding: 0;\n",
+       "}\n",
+       "\n",
+       ".freq thead {\n",
+       "    font-weight: 600;\n",
+       "    white-space: nowrap;\n",
+       "    overflow: hidden;\n",
+       "    text-overflow: ellipsis;\n",
+       "\n",
+       "}\n",
+       "\n",
+       "td.fillremaining {\n",
+       "    width: auto;\n",
+       "    max-width: none;\n",
+       "\n",
+       "    white-space: nowrap;\n",
+       "    overflow: hidden;\n",
+       "    text-overflow: ellipsis;\n",
+       "}\n",
+       "\n",
+       "td.number, th.number {\n",
+       "    text-align: right;\n",
+       "}\n",
+       "\n",
+       "/* Freq mini */\n",
+       ".freq.mini td {\n",
+       "    width: 50%;\n",
+       "    padding: 1px;\n",
+       "    font-size: 12px;\n",
+       "\n",
+       "}\n",
+       "\n",
+       "table.freq.mini {\n",
+       "    width: 100%;\n",
+       "}\n",
+       "\n",
+       ".freq.mini th {\n",
+       "    overflow: hidden;\n",
+       "    text-overflow: ellipsis;\n",
+       "    white-space: nowrap;\n",
+       "    max-width: 5em;\n",
+       "    font-weight: 400;\n",
+       "    text-align: right;\n",
+       "    padding-right: 0.5em;\n",
+       "}\n",
+       "\n",
+       "/* Message classes */\n",
+       ".missing {\n",
+       "    color: #a94442;\n",
+       "}\n",
+       "\n",
+       ".alert, .alert &gt; th, .alert &gt; td {\n",
+       "    color: #a94442;\n",
+       "}\n",
+       "\n",
+       ".ignore {\n",
+       "    opacity: 0.4;\n",
+       "}\n",
+       "\n",
+       "/* Bars in tables */\n",
+       ".freq.table{\n",
+       "    table-layout: fixed;\n",
+       "}\n",
+       "\n",
+       ".freq td.number{\n",
+       "    width: 100px;\n",
+       "}\n",
+       ".freq td.bartd, .frequency-percentage{\n",
+       "    width:200px;\n",
+       "}\n",
+       "\n",
+       ".freq .bar {\n",
+       "    float: left;\n",
+       "    width: 0;\n",
+       "    height: 100%;\n",
+       "    line-height: 20px;\n",
+       "    color: #fff;\n",
+       "    text-align: center;\n",
+       "    background-color: #337ab7;\n",
+       "    border-radius: 3px;\n",
+       "    margin-right: 4px;\n",
+       "}\n",
+       "\n",
+       ".other .bar {\n",
+       "    background-color: #999;\n",
+       "}\n",
+       "\n",
+       ".missing .bar {\n",
+       "    background-color: #a94442;\n",
+       "}\n",
+       "\n",
+       ".tooltip-inner {\n",
+       "    width: 100%;\n",
+       "    white-space: nowrap;\n",
+       "    text-align: left;\n",
+       "}\n",
+       "\n",
+       ".extrapadding {\n",
+       "    padding: 2em;\n",
+       "}\n",
+       "\n",
+       ".variable .h4 {\n",
+       "    text-overflow: ellipsis;\n",
+       "    display:inline-block;\n",
+       "    width: calc(90%); /* The trick is here! */\n",
+       "    overflow:hidden;\n",
+       "}\n",
+       "\n",
+       ".variable.ignore .h4{\n",
+       "    text-decoration: line-through;\n",
+       "}\n",
+       "\n",
+       ".table-responsive{\n",
+       "    overflow:scroll;\n",
+       "    width: 100%;\n",
+       "    overflow-y: hidden;\n",
+       "}\n",
+       ".img-responsive{\n",
+       "    max-width: 99%;\n",
+       "}\n",
+       ".footer-text{\n",
+       "    padding:20px;\n",
+       "}\n",
+       "\n",
+       "table.list-warnings td{\n",
+       "    padding-right:10px;\n",
+       "}\n",
+       "\n",
+       "a.anchor-pos {\n",
+       "    display: block;\n",
+       "    position: relative;\n",
+       "    top: -70px;\n",
+       "    visibility: hidden;\n",
+       "}\n",
+       "\n",
+       "a.anchor-pos-variable{\n",
+       "    /*top: -70px;*/\n",
+       "}\n",
+       "\n",
+       "#sample-container{\n",
+       "    overflow: auto;\n",
+       "    width: 100%;\n",
+       "    overflow-y: hidden;\n",
+       "}\n",
+       "\n",
+       "#overview-content td, #overview-content th{\n",
+       "    border-top: 0;\n",
+       "    line-height: 1;\n",
+       "}&lt;/style&gt;&lt;/head&gt;\n",
+       "\n",
+       "&lt;body&gt;\n",
+       "&lt;a class=&quot;anchor-pos&quot; id=&quot;top&quot;&gt;&lt;/a&gt;\n",
+       "&lt;nav class=&quot;navbar navbar-default navbar-fixed-top&quot;&gt;\n",
+       "    &lt;div class=&quot;container-fluid&quot;&gt;\n",
+       "        &lt;div class=&quot;navbar-header&quot;&gt;\n",
+       "            &lt;button type=&quot;button&quot; class=&quot;navbar-toggle collapsed&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#navbar&quot;\n",
+       "                    aria-expanded=&quot;false&quot; aria-controls=&quot;navbar&quot;&gt;\n",
+       "                &lt;span class=&quot;sr-only&quot;&gt;Toggle navigation&lt;/span&gt;\n",
+       "                &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n",
+       "                &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n",
+       "                &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n",
+       "            &lt;/button&gt;\n",
+       "\n",
+       "            &lt;a class=&quot;navbar-brand anchor&quot; href=&quot;#top&quot;&gt;DATA REPORT&lt;/a&gt;\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div id=&quot;navbar&quot; class=&quot;navbar-collapse collapse&quot;&gt;\n",
+       "            &lt;ul class=&quot;nav navbar-nav navbar-right&quot;&gt;\n",
+       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#overview&quot;&gt;Overview&lt;/a&gt;&lt;/li&gt;\n",
+       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#variables&quot;&gt;Variables&lt;/a&gt;&lt;/li&gt;\n",
+       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#correlations&quot;&gt;Correlations&lt;/a&gt;&lt;/li&gt;\n",
+       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#missing&quot;&gt;Missing values&lt;/a&gt;&lt;/li&gt;\n",
+       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#sample&quot;&gt;Sample&lt;/a&gt;&lt;/li&gt;\n",
+       "            &lt;/ul&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/nav&gt;    &lt;div class=&quot;content&quot;&gt;\n",
+       "    &lt;div class=&quot;container&quot;&gt;\n",
+       "    &lt;div class=&quot;row header&quot;&gt;\n",
+       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;overview&quot;&gt;&lt;/a&gt;\n",
+       "        &lt;h1 class=&quot;page-header&quot;&gt;Overview&lt;/h1&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div id=&quot;overview-content&quot; class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-5&quot;&gt;\n",
+       "        &lt;p class=&quot;h2&quot;&gt;Dataset info&lt;/p&gt;\n",
+       "        &lt;table class=&quot;table table-condensed stats&quot;&gt;\n",
+       "            &lt;tbody&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Number of variables&lt;/th&gt;\n",
+       "                &lt;td&gt;10 &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Number of observations&lt;/th&gt;\n",
+       "                &lt;td&gt;14999 &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Missing cells&lt;/th&gt;\n",
+       "                &lt;td&gt;0  (0.0%)&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "             &lt;tr&gt;\n",
+       "                &lt;th&gt;Duplicate rows&lt;/th&gt;\n",
+       "                &lt;td&gt;3008 (20.1%)&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Total size in memory&lt;/th&gt;\n",
+       "                &lt;td&gt;1.1 MiB &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Average record size in memory&lt;/th&gt;\n",
+       "                &lt;td&gt;80.0 B &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;/tbody&gt;\n",
+       "        &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div class=&quot;col-sm-6 col-sm-offset-1&quot;&gt;\n",
+       "        &lt;p class=&quot;h2&quot;&gt;Variables types&lt;/p&gt;\n",
+       "        &lt;table class=&quot;table table-condensed stats&quot;&gt;\n",
+       "            &lt;tbody&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Numeric&lt;/th&gt;\n",
+       "                &lt;td&gt;5&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Categorical&lt;/th&gt;\n",
+       "                &lt;td&gt;2&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Boolean&lt;/th&gt;\n",
+       "                &lt;td&gt;3&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Date&lt;/th&gt;\n",
+       "                &lt;td&gt;0&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;URL&lt;/th&gt;\n",
+       "                &lt;td&gt;0&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Text (Unique)&lt;/th&gt;\n",
+       "                &lt;td&gt;0&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Rejected&lt;/th&gt;\n",
+       "                &lt;td&gt;0&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Unsupported&lt;/th&gt;\n",
+       "                &lt;td&gt;0&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;/tbody&gt;\n",
+       "        &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;div class=&quot;col-sm-12&quot; style=&quot;padding-left: 1em;&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Warnings&lt;/p&gt;\n",
+       "    &lt;table class=&quot;table table-condensed list-warnings&quot;&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    Dataset has 3008 (20.1%) duplicate rows\n",
+       "                &lt;/td&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;span class=&quot;label label-warning&quot;&gt;Warning&lt;/span&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row header&quot;&gt;\n",
+       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;variables&quot;&gt;&lt;/a&gt;\n",
+       "        &lt;h1 class=&quot;page-header&quot;&gt;Variables&lt;/h1&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_average_montly_hours&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;average_montly_hours&quot;&gt;average_montly_hours&lt;br/&gt;\n",
+       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;215&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;1.4%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
+       "                    &lt;td&gt;201.0503367&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "                    &lt;td&gt;96&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "                    &lt;td&gt;310&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram1830252089890469745&quot;&gt;\n",
+       "    &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%2BCjwhRE9DVFlQRSBzdmcgUFVCTElDICItLy9XM0MvL0RURCBTVkcgMS4xLy9FTiIKICAiaHR0cDovL3d3dy53My5vcmcvR3JhcGhpY3MvU1ZHLzEuMS9EVEQvc3ZnMTEuZHRkIj4KPCEtLSBDcmVhdGVkIHdpdGggbWF0cGxvdGxpYiAoaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pIC0tPgo8c3ZnIGhlaWdodD0iMTA4cHQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDE0NCAxMDgiIHdpZHRoPSIxNDRwdCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI%2BCiA8ZGVmcz4KICA8c3R5bGUgdHlwZT0idGV4dC9jc3MiPgoqe3N0cm9rZS1saW5lY2FwOmJ1dHQ7c3Ryb2tlLWxpbmVqb2luOnJvdW5kO30KICA8L3N0eWxlPgogPC9kZWZzPgogPGcgaWQ9ImZpZ3VyZV8xIj4KICA8ZyBpZD0icGF0Y2hfMSI%2BCiAgIDxwYXRoIGQ9Ik0gMCAxMDggCkwgMTQ0IDEwOCAKTCAxNDQgMCAKTCAwIDAgCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogIDwvZz4KICA8ZyBpZD0iYXhlc18xIj4KICAgPGcgaWQ9InBhdGNoXzIiPgogICAgPHBhdGggZD0iTSAxNC4zIDcyLjM4MTA4OCAKTCAxMjkuNyA3Mi4zODEwODggCkwgMTI5LjcgMTAuOCAKTCAxNC4zIDEwLjggCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAyMS41MDYzNzIgNzIuMzgxMDg4IApMIDIxLjUwNjM3MiAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im1jZDA5NWNmNTExIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyMS41MDYzNzIiIHhsaW5rOmhyZWY9IiNtY2QwOTVjZjUxMSIgeT0iNzIuMzgxMDg4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOC4yNTA1ODcgOTYuNDE3NzYzKXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSA3MC41MjkzMTIgNzIuMzgxMDg4IApMIDcwLjUyOTMxMiAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNzAuNTI5MzEyIiB4bGluazpocmVmPSIjbWNkMDk1Y2Y1MTEiIHk9IjcyLjM4MTA4OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIDIwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTE5LjU1MjI1MSA3Mi4zODEwODggCkwgMTE5LjU1MjI1MSAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTE5LjU1MjI1MSIgeGxpbms6aHJlZj0iI21jZDA5NWNmNTExIiB5PSI3Mi4zODEwODgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSAzMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDExNi4yOTY0NjcgOTYuNDE3NzYzKXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAxOS41NDU0NTUgNzIuMzgxMDg4IApMIDIxLjY0MzYzNiA3Mi4zODEwODggCkwgMjEuNjQzNjM2IDY1Ljg5NDE5MSAKTCAxOS41NDU0NTUgNjUuODk0MTkxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDIxLjY0MzYzNiA3Mi4zODEwODggCkwgMjMuNzQxODE4IDcyLjM4MTA4OCAKTCAyMy43NDE4MTggNjUuNDQ5ODgzIApMIDIxLjY0MzYzNiA2NS40NDk4ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMjMuNzQxODE4IDcyLjM4MTA4OCAKTCAyNS44NCA3Mi4zODEwODggCkwgMjUuODQgNjYuNjkzOTQ1IApMIDIzLjc0MTgxOCA2Ni42OTM5NDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMjUuODQgNzIuMzgxMDg4IApMIDI3LjkzODE4MiA3Mi4zODEwODggCkwgMjcuOTM4MTgyIDYzLjkzOTIzNiAKTCAyNS44NCA2My45MzkyMzYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMjcuOTM4MTgyIDcyLjM4MTA4OCAKTCAzMC4wMzYzNjQgNzIuMzgxMDg4IApMIDMwLjAzNjM2NCA2Ny4zMTU5NzcgCkwgMjcuOTM4MTgyIDY3LjMxNTk3NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAzMC4wMzYzNjQgNzIuMzgxMDg4IApMIDMyLjEzNDU0NSA3Mi4zODEwODggCkwgMzIuMTM0NTQ1IDY3LjQwNDgzOCAKTCAzMC4wMzYzNjQgNjcuNDA0ODM4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDMyLjEzNDU0NSA3Mi4zODEwODggCkwgMzQuMjMyNzI3IDcyLjM4MTA4OCAKTCAzNC4yMzI3MjcgNjYuNzgyODA3IApMIDMyLjEzNDU0NSA2Ni43ODI4MDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDM0LjIzMjcyNyA3Mi4zODEwODggCkwgMzYuMzMwOTA5IDcyLjM4MTA4OCAKTCAzNi4zMzA5MDkgNDcuMTQ0Mzk0IApMIDM0LjIzMjcyNyA0Ny4xNDQzOTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDM2LjMzMDkwOSA3Mi4zODEwODggCkwgMzguNDI5MDkxIDcyLjM4MTA4OCAKTCAzOC40MjkwOTEgMzkuNTAyMjk2IApMIDM2LjMzMDkwOSAzOS41MDIyOTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDM4LjQyOTA5MSA3Mi4zODEwODggCkwgNDAuNTI3MjczIDcyLjM4MTA4OCAKTCA0MC41MjcyNzMgMzAuODgyNzIxIApMIDM4LjQyOTA5MSAzMC44ODI3MjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQwLjUyNzI3MyA3Mi4zODEwODggCkwgNDIuNjI1NDU1IDcyLjM4MTA4OCAKTCA0Mi42MjU0NTUgMTguNzk3NTQ0IApMIDQwLjUyNzI3MyAxOC43OTc1NDQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQyLjYyNTQ1NSA3Mi4zODEwODggCkwgNDQuNzIzNjM2IDcyLjM4MTA4OCAKTCA0NC43MjM2MzYgMzEuMTQ5MzA2IApMIDQyLjYyNTQ1NSAzMS4xNDkzMDYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQ0LjcyMzYzNiA3Mi4zODEwODggCkwgNDYuODIxODE4IDcyLjM4MTA4OCAKTCA0Ni44MjE4MTggMjUuNjM5ODg3IApMIDQ0LjcyMzYzNiAyNS42Mzk4ODcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQ2LjgyMTgxOCA3Mi4zODEwODggCkwgNDguOTIgNzIuMzgxMDg4IApMIDQ4LjkyIDI5LjcyNzUyIApMIDQ2LjgyMTgxOCAyOS43Mjc1MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gNDguOTIgNzIuMzgxMDg4IApMIDUxLjAxODE4MiA3Mi4zODEwODggCkwgNTEuMDE4MTgyIDEzLjczMjQzMyAKTCA0OC45MiAxMy43MzI0MzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDUxLjAxODE4MiA3Mi4zODEwODggCkwgNTMuMTE2MzY0IDcyLjM4MTA4OCAKTCA1My4xMTYzNjQgNDIuNzAxMzE0IApMIDUxLjAxODE4MiA0Mi43MDEzMTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDUzLjExNjM2NCA3Mi4zODEwODggCkwgNTUuMjE0NTQ1IDcyLjM4MTA4OCAKTCA1NS4yMTQ1NDUgNDIuNDM0NzI5IApMIDUzLjExNjM2NCA0Mi40MzQ3MjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDU1LjIxNDU0NSA3Mi4zODEwODggCkwgNTcuMzEyNzI3IDcyLjM4MTA4OCAKTCA1Ny4zMTI3MjcgMzUuODU4OTcxIApMIDU1LjIxNDU0NSAzNS44NTg5NzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDU3LjMxMjcyNyA3Mi4zODEwODggCkwgNTkuNDEwOTA5IDcyLjM4MTA4OCAKTCA1OS40MTA5MDkgNDQuMzAwODIzIApMIDU3LjMxMjcyNyA0NC4zMDA4MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMiI%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gNzIgNzIuMzgxMDg4IApMIDc0LjA5ODE4MiA3Mi4zODEwODggCkwgNzQuMDk4MTgyIDM5Ljc2ODg4MSAKTCA3MiAzOS43Njg4ODEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDc0LjA5ODE4MiA3Mi4zODEwODggCkwgNzYuMTk2MzY0IDcyLjM4MTA4OCAKTCA3Ni4xOTYzNjQgNDYuMTY2OTE2IApMIDc0LjA5ODE4MiA0Ni4xNjY5MTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDc2LjE5NjM2NCA3Mi4zODEwODggCkwgNzguMjk0NTQ1IDcyLjM4MTA4OCAKTCA3OC4yOTQ1NDUgNDYuNzAwMDg2IApMIDc2LjE5NjM2NCA0Ni43MDAwODYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDc4LjI5NDU0NSA3Mi4zODEwODggCkwgODAuMzkyNzI3IDcyLjM4MTA4OCAKTCA4MC4zOTI3MjcgMzcuNjM2MjAzIApMIDc4LjI5NDU0NSAzNy42MzYyMDMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDgwLjM5MjcyNyA3Mi4zODEwODggCkwgODIuNDkwOTA5IDcyLjM4MTA4OCAKTCA4Mi40OTA5MDkgMzkuNTAyMjk2IApMIDgwLjM5MjcyNyAzOS41MDIyOTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDgyLjQ5MDkwOSA3Mi4zODEwODggCkwgODQuNTg5MDkxIDcyLjM4MTA4OCAKTCA4NC41ODkwOTEgNDIuMDc5MjgzIApMIDgyLjQ5MDkwOSA0Mi4wNzkyODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDg0LjU4OTA5MSA3Mi4zODEwODggCkwgODYuNjg3MjczIDcyLjM4MTA4OCAKTCA4Ni42ODcyNzMgNDMuNDEyMjA3IApMIDg0LjU4OTA5MSA0My40MTIyMDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDg2LjY4NzI3MyA3Mi4zODEwODggCkwgODguNzg1NDU1IDcyLjM4MTA4OCAKTCA4OC43ODU0NTUgMzQuNjE0OTA4IApMIDg2LjY4NzI3MyAzNC42MTQ5MDggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDg4Ljc4NTQ1NSA3Mi4zODEwODggCkwgOTAuODgzNjM2IDcyLjM4MTA4OCAKTCA5MC44ODM2MzYgMzguNDM1OTU3IApMIDg4Ljc4NTQ1NSAzOC40MzU5NTcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDkwLjg4MzYzNiA3Mi4zODEwODggCkwgOTIuOTgxODE4IDcyLjM4MTA4OCAKTCA5Mi45ODE4MTggMzMuOTkyODc3IApMIDkwLjg4MzYzNiAzMy45OTI4NzcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDkyLjk4MTgxOCA3Mi4zODEwODggCkwgOTUuMDggNzIuMzgxMDg4IApMIDk1LjA4IDI4LjkyNzc2NiAKTCA5Mi45ODE4MTggMjguOTI3NzY2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSA5NS4wOCA3Mi4zODEwODggCkwgOTcuMTc4MTgyIDcyLjM4MTA4OCAKTCA5Ny4xNzgxODIgMzcuMDE0MTcyIApMIDk1LjA4IDM3LjAxNDE3MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gOTcuMTc4MTgyIDcyLjM4MTA4OCAKTCA5OS4yNzYzNjQgNzIuMzgxMDg4IApMIDk5LjI3NjM2NCAzMy40NTk3MDggCkwgOTcuMTc4MTgyIDMzLjQ1OTcwOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80MyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDEwMy40NzI3MjcgNzIuMzgxMDg4IApMIDEwNS41NzA5MDkgNzIuMzgxMDg4IApMIDEwNS41NzA5MDkgMzcuNTQ3MzQxIApMIDEwMy40NzI3MjcgMzcuNTQ3MzQxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAxMDUuNTcwOTA5IDcyLjM4MTA4OCAKTCAxMDcuNjY5MDkxIDcyLjM4MTA4OCAKTCAxMDcuNjY5MDkxIDQxLjI3OTUyOCAKTCAxMDUuNTcwOTA5IDQxLjI3OTUyOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTA3LjY2OTA5MSA3Mi4zODEwODggCkwgMTA5Ljc2NzI3MyA3Mi4zODEwODggCkwgMTA5Ljc2NzI3MyA1OS4zMTg0MzMgCkwgMTA3LjY2OTA5MSA1OS4zMTg0MzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80NiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDEwOS43NjcyNzMgNzIuMzgxMDg4IApMIDExMS44NjU0NTUgNzIuMzgxMDg4IApMIDExMS44NjU0NTUgNjEuODA2NTU3IApMIDEwOS43NjcyNzMgNjEuODA2NTU3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAxMTEuODY1NDU1IDcyLjM4MTA4OCAKTCAxMTMuOTYzNjM2IDcyLjM4MTA4OCAKTCAxMTMuOTYzNjM2IDYxLjgwNjU1NyAKTCAxMTEuODY1NDU1IDYxLjgwNjU1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTEzLjk2MzYzNiA3Mi4zODEwODggCkwgMTE2LjA2MTgxOCA3Mi4zODEwODggCkwgMTE2LjA2MTgxOCA2Ni41MTYyMjIgCkwgMTEzLjk2MzYzNiA2Ni41MTYyMjIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80OSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDExNi4wNjE4MTggNzIuMzgxMDg4IApMIDExOC4xNiA3Mi4zODEwODggCkwgMTE4LjE2IDY2LjI0OTYzNyAKTCAxMTYuMDYxODE4IDY2LjI0OTYzNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTIyLjM1NjM2NCA3Mi4zODEwODggCkwgMTI0LjQ1NDU0NSA3Mi4zODEwODggCkwgMTI0LjQ1NDU0NSA2NC43Mzg5OSAKTCAxMjIuMzU2MzY0IDY0LjczODk5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTMiPgogICAgPHBhdGggZD0iTSAxNC4zIDcyLjM4MTA4OCAKTCAxNC4zIDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDEyOS43IDcyLjM4MTA4OCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTUiPgogICAgPHBhdGggZD0iTSAxNC4zIDcyLjM4MTA4OCAKTCAxMjkuNyA3Mi4zODEwODggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NiI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icGQ3YzA4MDQ5NmYiPgogICA8cmVjdCBoZWlnaHQ9IjYxLjU4MTA4OCIgd2lkdGg9IjExNS40IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives1830252089890469745,#minihistogram1830252089890469745&quot;\n",
+       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives1830252089890469745&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#1830252089890469745-statistics&quot;\n",
+       "                       aria-controls=&quot;1830252089890469745-statistics&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#1830252089890469745-histogram&quot;\n",
+       "                       aria-controls=&quot;1830252089890469745-histogram&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#1830252089890469745-frequency_table&quot;\n",
+       "                       aria-controls=&quot;1830252089890469745-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#1830252089890469745-extreme_values&quot;\n",
+       "                       aria-controls=&quot;1830252089890469745-extreme_values&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;1830252089890469745-statistics&quot;&gt;\n",
+       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "            &lt;td&gt;96&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;130&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q1&lt;/th&gt;\n",
+       "            &lt;td&gt;156&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Median&lt;/th&gt;\n",
+       "            &lt;td&gt;200&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q3&lt;/th&gt;\n",
+       "            &lt;td&gt;245&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;275&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "            &lt;td&gt;310&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Range&lt;/th&gt;\n",
+       "            &lt;td&gt;214&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
+       "            &lt;td&gt;89&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
+       "            &lt;td&gt;49.94309937&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.2484109213&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
+       "            &lt;td&gt;-1.134981568&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Mean&lt;/th&gt;\n",
+       "            &lt;td&gt;201.0503367&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;MAD&lt;/th&gt;\n",
+       "            &lt;td&gt;43.67131972&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
+       "            &lt;td&gt;0.05284198942&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Sum&lt;/th&gt;\n",
+       "            &lt;td&gt;3015554&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Variance&lt;/th&gt;\n",
+       "            &lt;td&gt;2494.313175&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
+       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1830252089890469745-histogram&quot;&gt;\n",
+       "                    &lt;img 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LjQyMTg3NSAyMi40MDYyNSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNTAuMDIwNTk0IDI3NS4xMTczNSlyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDIzMS4zMDQ2NDEgMjQ3LjY5NjUwNSAKTCAyMzEuMzA0NjQxIDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyMzEuMzA0NjQxIiB4bGluazpocmVmPSIjbWQ4ODBkY2VlZDAiIHk9IjI0Ny42OTY1MDUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSAyMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIyNy4yMzQ5MSAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAzMDguNTE4OTU3IDI0Ny42OTY1MDUgCkwgMzA4LjUxODk1NyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzA4LjUxODk1NyIgeGxpbms6aHJlZj0iI21kODgwZGNlZWQwIiB5PSIyNDcuNjk2NTA1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gMjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzA0LjQ0OTIyNiAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAzODUuNzMzMjczIDI0Ny42OTY1MDUgCkwgMzg1LjczMzI3MyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM4NS43MzMyNzMiIHhsaW5rOmhyZWY9IiNtZDg4MGRjZWVkMCIgeT0iMjQ3LjY5NjUwNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDMwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA1NC4xNzUgMjQ3LjY5NjUwNSAKTCA0MTcuNyAyNDcuNjk2NTA1IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTRlNWZkNGM4OGQiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI200ZTVmZDRjODhkIiB5PSIyNDcuNjk2NTA1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%2BCiAgICAgIDwhLS0gMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM4LjExNDA2MyAyNTEuMzE5OTQzKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDU0LjE3NSAyMTQuMDE3MzU2IApMIDQxNy43IDIxNC4wMTczNTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTRlNWZkNGM4OGQiIHk9IjIxNC4wMTczNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF83Ij4KICAgICAgPCEtLSAxMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggMjE3LjY0MDc5MylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gNTQuMTc1IDE4MC4zMzgyMDYgCkwgNDE3LjcgMTgwLjMzODIwNiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtNGU1ZmQ0Yzg4ZCIgeT0iMTgwLjMzODIwNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDIwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAxODMuOTYxNjQ0KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA1NC4xNzUgMTQ2LjY1OTA1NyAKTCA0MTcuNyAxNDYuNjU5MDU3IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI200ZTVmZDRjODhkIiB5PSIxNDYuNjU5MDU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gMzAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDE1MC4yODI0OTUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDU0LjE3NSAxMTIuOTc5OTA4IApMIDQxNy43IDExMi45Nzk5MDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTRlNWZkNGM4OGQiIHk9IjExMi45Nzk5MDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDU0LjE3NSA3OS4zMDA3NTggCkwgNDE3LjcgNzkuMzAwNzU4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI200ZTVmZDRjODhkIiB5PSI3OS4zMDA3NTgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gNTAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDgyLjkyNDE5NilzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gNTQuMTc1IDQ1LjYyMTYwOSAKTCA0MTcuNyA0NS42MjE2MDkgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTRlNWZkNGM4OGQiIHk9IjQ1LjYyMTYwOSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSA2MDAgLS0%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0idGV4dF8xMyI%2BCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%2BCiAgICAgPGRlZnM%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%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%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%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA3MC42OTg4NjQgMjQ3LjY5NjUwNSAKTCA3Ny4zMDg0MDkgMjQ3LjY5NjUwNSAKTCA3Ny4zMDg0MDkgMjIzLjExMDcyNiAKTCA3MC42OTg4NjQgMjIzLjExMDcyNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA3Ny4zMDg0MDkgMjQ3LjY5NjUwNSAKTCA4My45MTc5NTUgMjQ3LjY5NjUwNSAKTCA4My45MTc5NTUgMjIxLjQyNjc2OSAKTCA3Ny4zMDg0MDkgMjIxLjQyNjc2OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA4My45MTc5NTUgMjQ3LjY5NjUwNSAKTCA5MC41Mjc1IDI0Ny42OTY1MDUgCkwgOTAuNTI3NSAyMjYuMTQxODUgCkwgODMuOTE3OTU1IDIyNi4xNDE4NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA5MC41Mjc1IDI0Ny42OTY1MDUgCkwgOTcuMTM3MDQ1IDI0Ny42OTY1MDUgCkwgOTcuMTM3MDQ1IDIxNS43MDEzMTMgCkwgOTAuNTI3NSAyMTUuNzAxMzEzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDk3LjEzNzA0NSAyNDcuNjk2NTA1IApMIDEwMy43NDY1OTEgMjQ3LjY5NjUwNSAKTCAxMDMuNzQ2NTkxIDIyOC40OTkzOSAKTCA5Ny4xMzcwNDUgMjI4LjQ5OTM5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDEwMy43NDY1OTEgMjQ3LjY5NjUwNSAKTCAxMTAuMzU2MTM2IDI0Ny42OTY1MDUgCkwgMTEwLjM1NjEzNiAyMjguODM2MTgyIApMIDEwMy43NDY1OTEgMjI4LjgzNjE4MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAxMTAuMzU2MTM2IDI0Ny42OTY1MDUgCkwgMTE2Ljk2NTY4MiAyNDcuNjk2NTA1IApMIDExNi45NjU2ODIgMjI2LjQ3ODY0MSAKTCAxMTAuMzU2MTM2IDIyNi40Nzg2NDEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDExNi45NjU2ODIgMjQ3LjY5NjUwNSAKTCAxMjMuNTc1MjI3IDI0Ny42OTY1MDUgCkwgMTIzLjU3NTIyNyAxNTIuMDQ3NzIxIApMIDExNi45NjU2ODIgMTUyLjA0NzcyMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDE2My4yMzI1IDI0Ny42OTY1MDUgCkwgMTY5Ljg0MjA0NSAyNDcuNjk2NTA1IApMIDE2OS44NDIwNDUgMjUuNDE0MTE5IApMIDE2My4yMzI1IDI1LjQxNDExOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDE4My4wNjExMzYgMjQ3LjY5NjUwNSAKTCAxODkuNjcwNjgyIDI0Ny42OTY1MDUgCkwgMTg5LjY3MDY4MiAxMDkuMjc1MjAxIApMIDE4My4wNjExMzYgMTA5LjI3NTIwMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDIwMi44ODk3NzMgMjQ3LjY5NjUwNSAKTCAyMDkuNDk5MzE4IDI0Ny42OTY1MDUgCkwgMjA5LjQ5OTMxOCAxMzUuODgxNzI5IApMIDIwMi44ODk3NzMgMTM1Ljg4MTcyOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDIyMi43MTg0MDkgMjQ3LjY5NjUwNSAKTCAyMjkuMzI3OTU1IDI0Ny42OTY1MDUgCkwgMjI5LjMyNzk1NSAxNDUuOTg1NDc0IApMIDIyMi43MTg0MDkgMTQ1Ljk4NTQ3NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMjI5LjMyNzk1NSAyNDcuNjk2NTA1IApMIDIzNS45Mzc1IDI0Ny42OTY1MDUgCkwgMjM1LjkzNzUgMTQ1LjY0ODY4MyAKTCAyMjkuMzI3OTU1IDE0NS42NDg2ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDI0OS4xNTY1OTEgMjQ3LjY5NjUwNSAKTCAyNTUuNzY2MTM2IDI0Ny42OTY1MDUgCkwgMjU1Ljc2NjEzNiAxNTAuMzYzNzY0IApMIDI0OS4xNTY1OTEgMTUwLjM2Mzc2NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDI2OC45ODUyMjcgMjQ3LjY5NjUwNSAKTCAyNzUuNTk0NzczIDI0Ny42OTY1MDUgCkwgMjc1LjU5NDc3MyAxMzIuODUwNjA2IApMIDI2OC45ODUyMjcgMTMyLjg1MDYwNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8zNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDI5NS40MjM0MDkgMjQ3LjY5NjUwNSAKTCAzMDIuMDMyOTU1IDI0Ny42OTY1MDUgCkwgMzAyLjAzMjk1NSAxMDIuMjAyNTggCkwgMjk1LjQyMzQwOSAxMDIuMjAyNTggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDMwMi4wMzI5NTUgMjQ3LjY5NjUwNSAKTCAzMDguNjQyNSAyNDcuNjk2NTA1IApMIDMwOC42NDI1IDgzLjAwNTQ2NSAKTCAzMDIuMDMyOTU1IDgzLjAwNTQ2NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMzA4LjY0MjUgMjQ3LjY5NjUwNSAKTCAzMTUuMjUyMDQ1IDI0Ny42OTY1MDUgCkwgMzE1LjI1MjA0NSAxMTMuNjUzNDkxIApMIDMwOC42NDI1IDExMy42NTM0OTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDMxNS4yNTIwNDUgMjQ3LjY5NjUwNSAKTCAzMjEuODYxNTkxIDI0Ny42OTY1MDUgCkwgMzIxLjg2MTU5MSAxMDAuMTgxODMxIApMIDMxNS4yNTIwNDUgMTAwLjE4MTgzMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80NSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDM0OC4yOTk3NzMgMjQ3LjY5NjUwNSAKTCAzNTQuOTA5MzE4IDI0Ny42OTY1MDUgCkwgMzU0LjkwOTMxOCAxOTguMTg4MTU2IApMIDM0OC4yOTk3NzMgMTk4LjE4ODE1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80OCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDM2OC4xMjg0MDkgMjQ3LjY5NjUwNSAKTCAzNzQuNzM3OTU1IDI0Ny42OTY1MDUgCkwgMzc0LjczNzk1NSAyMjUuNDY4MjY3IApMIDM2OC4xMjg0MDkgMjI1LjQ2ODI2NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMzc0LjczNzk1NSAyNDcuNjk2NTA1IApMIDM4MS4zNDc1IDI0Ny42OTY1MDUgCkwgMzgxLjM0NzUgMjI0LjQ1Nzg5MiAKTCAzNzQuNzM3OTU1IDIyNC40NTc4OTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MCI%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%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDM5NC41NjY1OTEgMjQ3LjY5NjUwNSAKTCA0MDEuMTc2MTM2IDI0Ny42OTY1MDUgCkwgNDAxLjE3NjEzNiAyMTguNzMyNDM3IApMIDM5NC41NjY1OTEgMjE4LjczMjQzNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0Ny42OTY1MDUgCkwgNTQuMTc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDQxNy43IDI0Ny42OTY1MDUgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU1Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0Ny42OTY1MDUgCkwgNDE3LjcgMjQ3LjY5NjUwNSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU2Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InA0NDgwMmExYTRmIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzMuMzk2NTA1IiB3aWR0aD0iMzYzLjUyNSIgeD0iNTQuMTc1IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50)&lt;/div&gt;\n",
+       "\n",
+       "    &lt;img 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IyLjQwNjI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE1NC4wOTk1NTUgMjc1LjExNzM1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gMjM0LjE4ODgyOCAyNDcuNjk2NTA1IApMIDIzNC4xODg4MjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjIzNC4xODg4MjgiIHhsaW5rOmhyZWY9IiNtMjMyY2I0NzYxYyIgeT0iMjQ3LjY5NjUwNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDIwMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUuMDMxMjUgMCAKTCA1LjAzMTI1IDYuMjAzMTI1IApRIDcuNTE1NjI1IDExLjkyMTg3NSAxMS4xMDkzNzUgMTYuMjgxMjUgClEgMTQuNzAzMTI1IDIwLjY1NjI1IDE4LjY1NjI1IDI0LjE4NzUgClEgMjIuNjA5Mzc1IDI3LjczNDM3NSAyNi40ODQzNzUgMzAuNzY1NjI1IApRIDMwLjM3NSAzMy43OTY4NzUgMzMuNSAzNi44MTI1IApRIDM2LjYyNSAzOS44NDM3NSAzOC41NDY4NzUgNDMuMTU2MjUgClEgNDAuNDg0Mzc1IDQ2LjQ4NDM3NSA0MC40ODQzNzUgNTAuNjg3NSAKUSA0MC40ODQzNzUgNTYuMzQzNzUgMzcuMTU2MjUgNTkuNDY4NzUgClEgMzMuODQzNzUgNjIuNTkzNzUgMjcuOTM3NSA2Mi41OTM3NSAKUSAyMi4zMTI1IDYyLjU5Mzc1IDE4LjY3MTg3NSA1OS41NDY4NzUgClEgMTUuMDQ2ODc1IDU2LjUgMTQuNDA2MjUgNTAuOTg0Mzc1IApMIDUuNDIxODc1IDUxLjgxMjUgClEgNi4zOTA2MjUgNjAuMDYyNSAxMi40MjE4NzUgNjQuOTM3NSAKUSAxOC40NTMxMjUgNjkuODI4MTI1IDI3LjkzNzUgNjkuODI4MTI1IApRIDM4LjMyODEyNSA2OS44MjgxMjUgNDMuOTIxODc1IDY0LjkyMTg3NSAKUSA0OS41MTU2MjUgNjAuMDE1NjI1IDQ5LjUxNTYyNSA1MC45ODQzNzUgClEgNDkuNTE1NjI1IDQ2Ljk2ODc1IDQ3LjY3MTg3NSA0My4wMTU2MjUgClEgNDUuODQzNzUgMzkuMDYyNSA0Mi4yMzQzNzUgMzUuMTA5Mzc1IApRIDM4LjYyNSAzMS4xNTYyNSAyOC40MjE4NzUgMjIuODU5Mzc1IApRIDIyLjc5Njg3NSAxOC4yNjU2MjUgMTkuNDY4NzUgMTQuNTc4MTI1IApRIDE2LjE1NjI1IDEwLjg5MDYyNSAxNC43MDMxMjUgNy40Njg3NSAKTCA1MC41OTM3NSA3LjQ2ODc1IApMIDUwLjU5Mzc1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjMwLjExOTA5NyAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAzMTAuMjA4MzY5IDI0Ny42OTY1MDUgCkwgMzEwLjIwODM2OSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzEwLjIwODM2OSIgeGxpbms6aHJlZj0iI20yMzJjYjQ3NjFjIiB5PSIyNDcuNjk2NTA1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gMjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzA2LjEzODYzOCAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAzODYuMjI3OTEgMjQ3LjY5NjUwNSAKTCAzODYuMjI3OTEgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzODYuMjI3OTEiIHhsaW5rOmhyZWY9IiNtMjMyY2I0NzYxYyIgeT0iMjQ3LjY5NjUwNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDMwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA1OS44IDI0Ny42OTY1MDUgCkwgNDE3LjcgMjQ3LjY5NjUwNSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAtMy41IDAgCiIgaWQ9Im1hZDk3MjgwZTZjIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbWFkOTcyODBlNmMiIHk9IjI0Ny42OTY1MDUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDMuNzM5MDYyIDI1MS4zMTk5NDMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gNTkuOCAyMTEuMDQwNDM5IApMIDQxNy43IDIxMS4wNDA0MzkgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSIyMTEuMDQwNDM5Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gMTAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDIxNC42NjM4NzYpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbWFkOTcyODBlNmMiIHk9IjE3NC4zODQzNzMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF84Ij4KICAgICAgPCEtLSAyMDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgMTc4LjAwNzgxKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gNTkuOCAxMzcuNzI4MzA2IApMIDQxNy43IDEzNy43MjgzMDYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSIxMzcuNzI4MzA2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gMzAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDE0MS4zNTE3NDQpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA1OS44IDEwMS4wNzIyNCAKTCA0MTcuNyAxMDEuMDcyMjQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSIxMDEuMDcyMjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gNDAwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDEwNC42OTU2Nzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA1OS44IDY0LjQxNjE3NCAKTCA0MTcuNyA2NC40MTYxNzQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSI2NC40MTYxNzQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gNTAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDY4LjAzOTYxMSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMjMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGI0NTVmYTdlZmIpIiBkPSJNIDU5LjggMjcuNzYwMTA4IApMIDQxNy43IDI3Ljc2MDEwOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbWFkOTcyODBlNmMiIHk9IjI3Ljc2MDEwOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSA2MDAwIC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gNTEuMjE4NzUgMjIuNTE1NjI1IApRIDUxLjIxODc1IDExLjYyNSA0NS4zMTI1IDUuMzEyNSAKUSAzOS40MDYyNSAtMC45ODQzNzUgMjkgLTAuOTg0Mzc1IApRIDE3LjM5MDYyNSAtMC45ODQzNzUgMTEuMjM0Mzc1IDcuNjU2MjUgClEgNS4wNzgxMjUgMTYuMzEyNSA1LjA3ODEyNSAzMi44MTI1IApRIDUuMDc4MTI1IDUwLjY4NzUgMTEuNDY4NzUgNjAuMjUgClEgMTcuODc1IDY5LjgyODEyNSAyOS42ODc1IDY5LjgyODEyNSAKUSA0NS4yNjU2MjUgNjkuODI4MTI1IDQ5LjMxMjUgNTUuODEyNSAKTCA0MC45MjE4NzUgNTQuMjk2ODc1IApRIDM4LjMyODEyNSA2Mi43MDMxMjUgMjkuNTkzNzUgNjIuNzAzMTI1IApRIDIyLjA3ODEyNSA2Mi43MDMxMjUgMTcuOTM3NSA1NS42ODc1IApRIDEzLjgxMjUgNDguNjg3NSAxMy44MTI1IDM1LjQwNjI1IApRIDE2LjIxODc1IDM5Ljg0Mzc1IDIwLjU2MjUgNDIuMTU2MjUgClEgMjQuOTA2MjUgNDQuNDg0Mzc1IDMwLjUxNTYyNSA0NC40ODQzNzUgClEgNDAuMDQ2ODc1IDQ0LjQ4NDM3NSA0NS42MjUgMzguNTE1NjI1IApRIDUxLjIxODc1IDMyLjU2MjUgNTEuMjE4NzUgMjIuNTE1NjI1IAp6Ck0gNDIuMjgxMjUgMjIuMTI1IApRIDQyLjI4MTI1IDI5LjU5Mzc1IDM4LjYyNSAzMy42NDA2MjUgClEgMzQuOTY4NzUgMzcuNzAzMTI1IDI4LjQyMTg3NSAzNy43MDMxMjUgClEgMjIuMjY1NjI1IDM3LjcwMzEyNSAxOC40ODQzNzUgMzQuMTA5Mzc1IApRIDE0LjcwMzEyNSAzMC41MTU2MjUgMTQuNzAzMTI1IDI0LjIxODc1IApRIDE0LjcwMzEyNSAxNi4yNjU2MjUgMTguNjI1IDExLjE4NzUgClEgMjIuNTYyNSA2LjEwOTM3NSAyOC43MTg3NSA2LjEwOTM3NSAKUSAzNS4wNjI1IDYuMTA5Mzc1IDM4LjY3MTg3NSAxMC4zNzUgClEgNDIuMjgxMjUgMTQuNjU2MjUgNDIuMjgxMjUgMjIuMTI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDMxLjM4MzU0NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA3Ni4wNjgxODIgMjQ3LjY5NjUwNSAKTCAxMjIuNDQwMTAyIDI0Ny42OTY1MDUgCkwgMTIyLjQ0MDEwMiAyMjguOTY1MjU1IApMIDc2LjA2ODE4MiAyMjguOTY1MjU1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGI0NTVmYTdlZmIpIiBkPSJNIDEyMi40NDAxMDIgMjQ3LjY5NjUwNSAKTCAxMzAuMDQyMDU2IDI0Ny42OTY1MDUgCkwgMTMwLjA0MjA1NiAyMzUuNjczMzE2IApMIDEyMi40NDAxMDIgMjM1LjY3MzMxNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAxMzAuMDQyMDU2IDI0Ny42OTY1MDUgCkwgMTMzLjA4MjgzOCAyNDcuNjk2NTA1IApMIDEzMy4wODI4MzggMjQwLjg0MTgyMSAKTCAxMzAuMDQyMDU2IDI0MC44NDE4MjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gMTMzLjA4MjgzOCAyNDcuNjk2NTA1IApMIDE3NC4xMzMzOSAyNDcuNjk2NTA1IApMIDE3NC4xMzMzOSAxMjYuMjE4MzAyIApMIDEzMy4wODI4MzggMTI2LjIxODMwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAxNzQuMTMzMzkgMjQ3LjY5NjUwNSAKTCAyODkuNjgzMDkzIDI0Ny42OTY1MDUgCkwgMjg5LjY4MzA5MyAyNS40MTQxMTkgCkwgMTc0LjEzMzM5IDI1LjQxNDExOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAyODkuNjgzMDkzIDI0Ny42OTY1MDUgCkwgMzQ4Ljk3ODMzNSAyNDcuNjk2NTA1IApMIDM0OC45NzgzMzUgMTA1LjI1MTAzMiAKTCAyODkuNjgzMDkzIDEwNS4yNTEwMzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGI0NTVmYTdlZmIpIiBkPSJNIDQwMC42NzE2MjMgMjQ3LjY5NjUwNSAKTCA0MDEuNDMxODE4IDI0Ny42OTY1MDUgCkwgNDAxLjQzMTgxOCAyNDcuMDM2Njk2IApMIDQwMC42NzE2MjMgMjQ3LjAzNjY5NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNDcuNjk2NTA1IApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEzIj4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjQ3LjY5NjUwNSAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggZD0iTSA1OS44IDI0Ny42OTY1MDUgCkwgNDE3LjcgMjQ3LjY5NjUwNSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE1Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwYjQ1NWZhN2VmYiI%2BCiAgIDxyZWN0IGhlaWdodD0iMjMzLjM5NjUwNSIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[ 96.  126.5 131.5 133.5 160.5 236.5 275.5 287.5 309.5 310. ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
+       "\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1830252089890469745-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;156&quot;&gt;\n",
+       "                156\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                153\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;135&quot;&gt;\n",
+       "                135\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                153\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;149&quot;&gt;\n",
+       "                149\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                148\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;151&quot;&gt;\n",
+       "                151\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                147\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;160&quot;&gt;\n",
+       "                160\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                136\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;145&quot;&gt;\n",
+       "                145\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                134\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;140&quot;&gt;\n",
+       "                140\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                129\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;143&quot;&gt;\n",
+       "                143\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                127\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;257&quot;&gt;\n",
+       "                257\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                126\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;157&quot;&gt;\n",
+       "                157\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                126\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;other&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (205)&quot;&gt;\n",
+       "                Other values (205)\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                13620\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                90.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1830252089890469745-extreme_values&quot;&gt;\n",
+       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;96&quot;&gt;\n",
+       "                96\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                &lt; 0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;97&quot;&gt;\n",
+       "                97\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                14\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:60.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;98&quot;&gt;\n",
+       "                98\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                23\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;99&quot;&gt;\n",
+       "                99\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                11\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:47.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;100&quot;&gt;\n",
+       "                100\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                19\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:82.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "\n",
+       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;310&quot;&gt;\n",
+       "                310\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                18\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:90.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;309&quot;&gt;\n",
+       "                309\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                16\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:80.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;308&quot;&gt;\n",
+       "                308\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                20\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;307&quot;&gt;\n",
+       "                307\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                14\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:70.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;306&quot;&gt;\n",
+       "                306\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                18\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:90.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_department&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;department&quot;&gt;department&lt;br/&gt;\n",
+       "            &lt;small&gt;Categorical&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "    &lt;table class=&quot;stats&quot;&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "            &lt;td&gt;10&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "            &lt;td&gt;0.1%&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "            &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "            &lt;td&gt;0&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-6 collapse in&quot; id=&quot;minifreqtable350919095706861313&quot;&gt;\n",
+       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;sales&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:70.1%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 27.6%&quot;&gt;\n",
+       "                            4140\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;technical&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:46.0%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 18.1%&quot;&gt;\n",
+       "                            2720\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;support&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:37.7%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 14.9%&quot;&gt;\n",
+       "                            2229\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;other&quot;&gt;\n",
+       "                &lt;th&gt;Other values (7)&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:100.0%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 39.4%&quot;&gt;\n",
+       "                            5910\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives350919095706861313, #minifreqtable350919095706861313&quot;\n",
+       "       aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives350919095706861313&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#350919095706861313-frequency_table&quot;\n",
+       "                       aria-controls=&quot;350919095706861313-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#350919095706861313-composition&quot;\n",
+       "                       aria-controls=&quot;350919095706861313-composition&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Composition&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;350919095706861313-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;sales&quot;&gt;\n",
+       "                sales\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4140\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                27.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;technical&quot;&gt;\n",
+       "                technical\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2720\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                18.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:65.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;support&quot;&gt;\n",
+       "                support\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2229\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                14.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:53.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;IT&quot;&gt;\n",
+       "                IT\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1227\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                8.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:29.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;product_mng&quot;&gt;\n",
+       "                product_mng\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                902\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                6.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:21.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;marketing&quot;&gt;\n",
+       "                marketing\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                858\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                5.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:20.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;RandD&quot;&gt;\n",
+       "                RandD\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                787\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                5.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:19.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;accounting&quot;&gt;\n",
+       "                accounting\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                767\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                5.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:18.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;hr&quot;&gt;\n",
+       "                hr\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                739\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:17.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;management&quot;&gt;\n",
+       "                management\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                630\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:15.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;350919095706861313-composition&quot;&gt;\n",
+       "                    &lt;div class=&quot;extrapadding&quot;&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Max length&lt;/th&gt;\n",
+       "            &lt;td&gt;11&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Mean length&lt;/th&gt;\n",
+       "            &lt;td&gt;6.684712314&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Min length&lt;/th&gt;\n",
+       "            &lt;td&gt;2&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains chars&lt;/th&gt;\n",
+       "                &lt;td&gt;True&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains digits&lt;/th&gt;\n",
+       "                &lt;td&gt;False&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains spaces&lt;/th&gt;\n",
+       "                &lt;td&gt;False&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains non-words&lt;/th&gt;\n",
+       "                &lt;td&gt;False&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_last_evaluation&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;last_evaluation&quot;&gt;last_evaluation&lt;br/&gt;\n",
+       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;65&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.4%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.7161017401&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.36&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "                    &lt;td&gt;1&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram-7583549271013657996&quot;&gt;\n",
+       "    &lt;img 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USA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3OS40MzI4NzUgOTYuMzk4MzE4KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAxMjQuNDU0NTQ1IDcwLjc5MDA5NyAKTCAxMjQuNDU0NTQ1IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIxMjQuNDU0NTQ1IiB4bGluazpocmVmPSIjbWY2MjkxMWU4MmYiIHk9IjcwLjc5MDA5NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDEuMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMjAuNDEyOTg4IDk2LjM5ODMxOClyb3RhdGUoLTQ1KXNjYWxlKDAuMDggLTAuMDgpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTkuNTQ1NDU1IDcwLjc5MDA5NyAKTCAyMS42NDM2MzYgNzAuNzkwMDk3IApMIDIxLjY0MzYzNiA2NC41NzY0MzQgCkwgMTkuNTQ1NDU1IDY0LjU3NjQzNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAyMS42NDM2MzYgNzAuNzkwMDk3IApMIDIzLjc0MTgxOCA3MC43OTAwOTcgCkwgMjMuNzQxODE4IDY2Ljc1NTI1MSAKTCAyMS42NDM2MzYgNjYuNzU1MjUxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDIzLjc0MTgxOCA3MC43OTAwOTcgCkwgMjUuODQgNzAuNzkwMDk3IApMIDI1Ljg0IDY2LjU5Mzg1NyAKTCAyMy43NDE4MTggNjYuNTkzODU3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDI1Ljg0IDcwLjc5MDA5NyAKTCAyNy45MzgxODIgNzAuNzkwMDk3IApMIDI3LjkzODE4MiA2MS40MjkyNTQgCkwgMjUuODQgNjEuNDI5MjU0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDI3LjkzODE4MiA3MC43OTAwOTcgCkwgMzAuMDM2MzY0IDcwLjc5MDA5NyAKTCAzMC4wMzYzNjQgNjYuMjcxMDY5IApMIDI3LjkzODE4MiA2Ni4yNzEwNjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMzAuMDM2MzY0IDcwLjc5MDA5NyAKTCAzMi4xMzQ1NDUgNzAuNzkwMDk3IApMIDMyLjEzNDU0NSA2Ni43NTUyNTEgCkwgMzAuMDM2MzY0IDY2Ljc1NTI1MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAzMi4xMzQ1NDUgNzAuNzkwMDk3IApMIDM0LjIzMjcyNyA3MC43OTAwOTcgCkwgMzQuMjMyNzI3IDY3LjIzOTQzMyAKTCAzMi4xMzQ1NDUgNjcuMjM5NDMzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTAiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAzNC4yMzI3MjcgNzAuNzkwMDk3IApMIDM2LjMzMDkwOSA3MC43OTAwOTcgCkwgMzYuMzMwOTA5IDQ0LjQ4Mjg5OCAKTCAzNC4yMzI3MjcgNDQuNDgyODk4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAzNi4zMzA5MDkgNzAuNzkwMDk3IApMIDM4LjQyOTA5MSA3MC43OTAwOTcgCkwgMzguNDI5MDkxIDU2LjgyOTUyOSAKTCAzNi4zMzA5MDkgNTYuODI5NTI5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTIiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAzOC40MjkwOTEgNzAuNzkwMDk3IApMIDQwLjUyNzI3MyA3MC43OTAwOTcgCkwgNDAuNTI3MjczIDQ3LjIyNjU5NCAKTCAzOC40MjkwOTEgNDcuMjI2NTk0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSA0MC41MjcyNzMgNzAuNzkwMDk3IApMIDQyLjYyNTQ1NSA3MC43OTAwOTcgCkwgNDIuNjI1NDU1IDE1LjUxMjcwMSAKTCA0MC41MjcyNzMgMTUuNTEyNzAxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSA0Mi42MjU0NTUgNzAuNzkwMDk3IApMIDQ0LjcyMzYzNiA3MC43OTAwOTcgCkwgNDQuNzIzNjM2IDQyLjk0OTY1NyAKTCA0Mi42MjU0NTUgNDIuOTQ5NjU3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSA0NC43MjM2MzYgNzAuNzkwMDk3IApMIDQ2LjgyMTgxOCA3MC43OTAwOTcgCkwgNDYuODIxODE4IDQ1Ljg1NDc0NiAKTCA0NC43MjM2MzYgNDUuODU0NzQ2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSA0Ni44MjE4MTggNzAuNzkwMDk3IApMIDQ4LjkyIDcwLjc5MDA5NyAKTCA0OC45MiA0NC42NDQyOTIgCkwgNDYuODIxODE4IDQ0LjY0NDI5MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gNDguOTIgNzAuNzkwMDk3IApMIDUxLjAxODE4MiA3MC43OTAwOTcgCkwgNTEuMDE4MTgyIDEzLjY1NjY3MSAKTCA0OC45MiAxMy42NTY2NzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDUxLjAxODE4MiA3MC43OTAwOTcgCkwgNTMuMTE2MzY0IDcwLjc5MDA5NyAKTCA1My4xMTYzNjQgNDQuODA1Njg2IApMIDUxLjAxODE4MiA0NC44MDU2ODYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOSI%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%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODAuMzkyNzI3IDcwLjc5MDA5NyAKTCA4Mi40OTA5MDkgNzAuNzkwMDk3IApMIDgyLjQ5MDkwOSA0OS44MDg4OTYgCkwgODAuMzkyNzI3IDQ5LjgwODg5NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMzIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODIuNDkwOTA5IDcwLjc5MDA5NyAKTCA4NC41ODkwOTEgNzAuNzkwMDk3IApMIDg0LjU4OTA5MSA1MS41ODQyMjggCkwgODIuNDkwOTA5IDUxLjU4NDIyOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM0Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODQuNTg5MDkxIDcwLjc5MDA5NyAKTCA4Ni42ODcyNzMgNzAuNzkwMDk3IApMIDg2LjY4NzI3MyA1My4zNTk1NjEgCkwgODQuNTg5MDkxIDUzLjM1OTU2MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODYuNjg3MjczIDcwLjc5MDA5NyAKTCA4OC43ODU0NTUgNzAuNzkwMDk3IApMIDg4Ljc4NTQ1NSAzMi4yOTc2NjIgCkwgODYuNjg3MjczIDMyLjI5NzY2MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODguNzg1NDU1IDcwLjc5MDA5NyAKTCA5MC44ODM2MzYgNzAuNzkwMDk3IApMIDkwLjg4MzYzNiA1MS4zNDIxMzcgCkwgODguNzg1NDU1IDUxLjM0MjEzNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gOTAuODgzNjM2IDcwLjc5MDA5NyAKTCA5Mi45ODE4MTggNzAuNzkwMDk3IApMIDkyLjk4MTgxOCA1MC41MzUxNjggCkwgOTAuODgzNjM2IDUwLjUzNTE2OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gOTIuOTgxODE4IDcwLjc5MDA5NyAKTCA5NS4wOCA3MC43OTAwOTcgCkwgOTUuMDggMzEuMDg3MjA4IApMIDkyLjk4MTgxOCAzMS4wODcyMDggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDk1LjA4IDcwLjc5MDA5NyAKTCA5Ny4xNzgxODIgNzAuNzkwMDk3IApMIDk3LjE3ODE4MiA0OS4wODI2MjMgCkwgOTUuMDggNDkuMDgyNjIzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDAiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSA5Ny4xNzgxODIgNzAuNzkwMDk3IApMIDk5LjI3NjM2NCA3MC43OTAwOTcgCkwgOTkuMjc2MzY0IDQ3LjA2NTIgCkwgOTcuMTc4MTgyIDQ3LjA2NTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDk5LjI3NjM2NCA3MC43OTAwOTcgCkwgMTAxLjM3NDU0NSA3MC43OTAwOTcgCkwgMTAxLjM3NDU0NSA0NS4yODk4NjggCkwgOTkuMjc2MzY0IDQ1LjI4OTg2OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTAxLjM3NDU0NSA3MC43OTAwOTcgCkwgMTAzLjQ3MjcyNyA3MC43OTAwOTcgCkwgMTAzLjQ3MjcyNyAyMi40NTI2MzcgCkwgMTAxLjM3NDU0NSAyMi40NTI2MzcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDEwMy40NzI3MjcgNzAuNzkwMDk3IApMIDEwNS41NzA5MDkgNzAuNzkwMDk3IApMIDEwNS41NzA5MDkgNTEuODI2MzE5IApMIDEwMy40NzI3MjcgNTEuODI2MzE5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAxMDUuNTcwOTA5IDcwLjc5MDA5NyAKTCAxMDcuNjY5MDkxIDcwLjc5MDA5NyAKTCAxMDcuNjY5MDkxIDQ2LjkwMzgwNiAKTCAxMDUuNTcwOTA5IDQ2LjkwMzgwNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTExLjg2NTQ1NSA3MC43OTAwOTcgCkwgMTEzLjk2MzYzNiA3MC43OTAwOTcgCkwgMTEzLjk2MzYzNiA0OS4wODI2MjMgCkwgMTExLjg2NTQ1NSA0OS4wODI2MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80OCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDExMy45NjM2MzYgNzAuNzkwMDk3IApMIDExNi4wNjE4MTggNzAuNzkwMDk3IApMIDExNi4wNjE4MTggNDkuNTY2ODA1IApMIDExMy45NjM2MzYgNDkuNTY2ODA1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAxMTYuMDYxODE4IDcwLjc5MDA5NyAKTCAxMTguMTYgNzAuNzkwMDk3IApMIDExOC4xNiAyOS44NzY3NTQgCkwgMTE2LjA2MTgxOCAyOS44NzY3NTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDExOC4xNiA3MC43OTAwOTcgCkwgMTIwLjI1ODE4MiA3MC43OTAwOTcgCkwgMTIwLjI1ODE4MiA0OC41MTc3NDUgCkwgMTE4LjE2IDQ4LjUxNzc0NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUxIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTIwLjI1ODE4MiA3MC43OTAwOTcgCkwgMTIyLjM1NjM2NCA3MC43OTAwOTcgCkwgMTIyLjM1NjM2NCA0OS41NjY4MDUgCkwgMTIwLjI1ODE4MiA0OS41NjY4MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDEyMi4zNTYzNjQgNzAuNzkwMDk3IApMIDEyNC40NTQ1NDUgNzAuNzkwMDk3IApMIDEyNC40NTQ1NDUgMjcuMTMzMDU5IApMIDEyMi4zNTYzNjQgMjcuMTMzMDU5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTMiPgogICAgPHBhdGggZD0iTSAxNC4zIDcwLjc5MDA5NyAKTCAxNC4zIDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDEyOS43IDcwLjc5MDA5NyAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTUiPgogICAgPHBhdGggZD0iTSAxNC4zIDcwLjc5MDA5NyAKTCAxMjkuNyA3MC43OTAwOTcgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NiI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icDNhYzFkMmU4ODIiPgogICA8cmVjdCBoZWlnaHQ9IjU5Ljk5MDA5NyIgd2lkdGg9IjExNS40IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives-7583549271013657996,#minihistogram-7583549271013657996&quot;\n",
+       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-7583549271013657996&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#-7583549271013657996-statistics&quot;\n",
+       "                       aria-controls=&quot;-7583549271013657996-statistics&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#-7583549271013657996-histogram&quot;\n",
+       "                       aria-controls=&quot;-7583549271013657996-histogram&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#-7583549271013657996-frequency_table&quot;\n",
+       "                       aria-controls=&quot;-7583549271013657996-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#-7583549271013657996-extreme_values&quot;\n",
+       "                       aria-controls=&quot;-7583549271013657996-extreme_values&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-7583549271013657996-statistics&quot;&gt;\n",
+       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "            &lt;td&gt;0.36&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;0.46&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q1&lt;/th&gt;\n",
+       "            &lt;td&gt;0.56&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Median&lt;/th&gt;\n",
+       "            &lt;td&gt;0.72&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q3&lt;/th&gt;\n",
+       "            &lt;td&gt;0.87&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;0.98&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "            &lt;td&gt;1&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Range&lt;/th&gt;\n",
+       "            &lt;td&gt;0.64&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
+       "            &lt;td&gt;0.31&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.1711691106&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.2390290388&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
+       "            &lt;td&gt;-1.239040282&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Mean&lt;/th&gt;\n",
+       "            &lt;td&gt;0.7161017401&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;MAD&lt;/th&gt;\n",
+       "            &lt;td&gt;0.1503887145&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
+       "            &lt;td&gt;-0.02662174986&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Sum&lt;/th&gt;\n",
+       "            &lt;td&gt;10740.81&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Variance&lt;/th&gt;\n",
+       "            &lt;td&gt;0.02929886443&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
+       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-7583549271013657996-histogram&quot;&gt;\n",
+       "                    &lt;img 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ClEgMjMuODI4MTI1IDM2LjcxODc1IDIwLjc1IDM1LjU5Mzc1IApRIDE3LjY3MTg3NSAzNC40Njg3NSAxNC41OTM3NSAzMS43ODEyNSAKTCA2IDMxLjc4MTI1IApMIDguMjk2ODc1IDY4Ljc5Njg3NSAKTCA0Ny40MDYyNSA2OC43OTY4NzUgCkwgNDcuNDA2MjUgNjEuMzI4MTI1IApMIDE2LjMxMjUgNjEuMzI4MTI1IApMIDE0Ljk4NDM3NSAzOS41IApRIDIwLjcwMzEyNSA0My44OTA2MjUgMjkuMjAzMTI1IDQzLjg5MDYyNSAKUSAzOS4zNTkzNzUgNDMuODkwNjI1IDQ1LjM5MDYyNSAzNy45Mzc1IApRIDUxLjQyMTg3NSAzMS45ODQzNzUgNTEuNDIxODc1IDIyLjQwNjI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS45MDQ5MDkgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTk0LjYyNzg0MSAyNDkuNzI5NDM3IApMIDE5NC42Mjc4NDEgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjE5NC42Mjc4NDEiIHhsaW5rOmhyZWY9IiNtOWQzMWFlMmYzOSIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDAuNiAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNDYuMjY0OTE1IiB4bGluazpocmVmPSIjbTlkMzFhZTJmMzkiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF80Ij4KICAgICAgPCEtLSAwLjcgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA1MC41OTM3NSA2MS42NzE4NzUgClEgNDAuMDQ2ODc1IDQ1LjU2MjUgMzUuNjg3NSAzNi40MjE4NzUgClEgMzEuMzQzNzUgMjcuMjk2ODc1IDI5LjE3MTg3NSAxOC40MDYyNSAKUSAyNyA5LjUxNTYyNSAyNyAwIApMIDE3LjgyODEyNSAwIApRIDE3LjgyODEyNSAxMy4xODc1IDIzLjQwNjI1IDI3Ljc1IApRIDI5IDQyLjMyODEyNSA0Mi4wOTM3NSA2MS4zMjgxMjUgCkwgNS4xMjUgNjEuMzI4MTI1IApMIDUuMTI1IDY4Ljc5Njg3NSAKTCA1MC41OTM3NSA2OC43OTY4NzUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjQzLjE3OTA1NyAyNzUuMTgyNTM2KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSAyOTcuOTAxOTg5IDI0OS43Mjk0MzcgCkwgMjk3LjkwMTk4OSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI5Ny45MDE5ODkiIHhsaW5rOmhyZWY9IiNtOWQzMWFlMmYzOSIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDAuOCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyOTQuODE2MTMgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM0OS41MzkwNjMgMjQ5LjcyOTQzNyAKTCAzNDkuNTM5MDYzIDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzQ5LjUzOTA2MyIgeGxpbms6aHJlZj0iI205ZDMxYWUyZjM5IiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM0Ni40NTMyMDQgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDQwMS4xNzYxMzYgMjQ5LjcyOTQzNyAKTCA0MDEuMTc2MTM2IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjE3NjEzNiIgeGxpbms6aHJlZj0iI205ZDMxYWUyZjM5IiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA1NC4xNzUgMjQ5LjcyOTQzNyAKTCA0MTcuNyAyNDkuNzI5NDM3IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTIzZjAzZWIxNzUiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI20yM2YwM2ViMTc1IiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM4LjExNDA2MyAyNTMuMzUyODc1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDU0LjE3NSAyMTguMDYwMTU2IApMIDQxNy43IDIxOC4wNjAxNTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTIzZjAzZWIxNzUiIHk9IjIxOC4wNjAxNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSAxMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggMjIxLjY4MzU5MylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gNTQuMTc1IDE4Ni4zOTA4NzUgCkwgNDE3LjcgMTg2LjM5MDg3NSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtMjNmMDNlYjE3NSIgeT0iMTg2LjM5MDg3NSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAyMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAxOTAuMDE0MzEyKXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI20yM2YwM2ViMTc1IiB5PSIxNTQuNzIxNTkzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIDMwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDU0LjE3NSAxMjMuMDUyMzEyIApMIDQxNy43IDEyMy4wNTIzMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTIzZjAzZWIxNzUiIHk9IjEyMy4wNTIzMTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgIDwhLS0gNDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDEyNi42NzU3NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gNTQuMTc1IDkxLjM4MzAzMSAKTCA0MTcuNyA5MS4zODMwMzEgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTIzZjAzZWIxNzUiIHk9IjkxLjM4MzAzMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSA1MDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggOTUuMDA2NDY4KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtMjNmMDNlYjE3NSIgeT0iNTkuNzEzNzQ5Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIDYwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCA2My4zMzcxODcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMjkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDU0LjE3NSAyOC4wNDQ0NjggCkwgNDE3LjcgMjguMDQ0NDY4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI20yM2YwM2ViMTc1IiB5PSIyOC4wNDQ0NjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNSI%2BCiAgICAgIDwhLS0gNzAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDMxLjY2NzkwNilzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%2BCiAgICAgPGRlZnM%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%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%2BCiAgICAgIDxwYXRoIGQ9Ik0gNDAuMjgxMjUgMCAKTCA0MC4yODEyNSAzMy41IApRIDQwLjI4MTI1IDM4LjcxODc1IDM5LjI1IDQxLjU5Mzc1IApRIDM4LjIzNDM3NSA0NC40ODQzNzUgMzUuOTg0Mzc1IDQ1Ljc1IApRIDMzLjczNDM3NSA0Ny4wMTU2MjUgMjkuMzkwNjI1IDQ3LjAxNTYyNSAKUSAyMy4wNDY4NzUgNDcuMDE1NjI1IDE5LjM3NSA0Mi42NzE4NzUgClEgMTUuNzE4NzUgMzguMzI4MTI1IDE1LjcxODc1IDMwLjYwOTM3NSAKTCAxNS43MTg3NSAwIApMIDYuOTM3NSAwIApMIDYuOTM3NSA0MS41NDY4NzUgClEgNi45Mzc1IDUwLjc4MTI1IDYuNjQwNjI1IDUyLjgyODEyNSAKTCAxNC45Mzc1IDUyLjgyODEyNSAKUSAxNC45ODQzNzUgNTIuNTkzNzUgMTUuMDMxMjUgNTEuNTE1NjI1IApRIDE1LjA5Mzc1IDUwLjQzNzUgMTUuMTU2MjUgNDkuMDQ2ODc1IApRIDE1LjIzNDM3NSA0Ny42NTYyNSAxNS4zMjgxMjUgNDMuNzk2ODc1IApMIDE1LjQ4NDM3NSA0My43OTY4NzUgClEgMTguNSA0OS4yNjU2MjUgMjIuNDg0Mzc1IDUxLjUzMTI1IApRIDI2LjQ2ODc1IDUzLjgxMjUgMzIuMzc1IDUzLjgxMjUgClEgNDEuMDYyNSA1My44MTI1IDQ1LjA5Mzc1IDQ5LjQ4NDM3NSAKUSA0OS4xMjUgNDUuMTcxODc1IDQ5LjEyNSAzNS4yMDMxMjUgCkwgNDkuMTI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTEwIi8%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA3MC42OTg4NjQgMjQ5LjcyOTQzNyAKTCA3Ny4zMDg0MDkgMjQ5LjcyOTQzNyAKTCA3Ny4zMDg0MDkgMjI1LjM0NDA5MSAKTCA3MC42OTg4NjQgMjI1LjM0NDA5MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA3Ny4zMDg0MDkgMjQ5LjcyOTQzNyAKTCA4My45MTc5NTUgMjQ5LjcyOTQzNyAKTCA4My45MTc5NTUgMjMzLjg5NDc5NyAKTCA3Ny4zMDg0MDkgMjMzLjg5NDc5NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA4My45MTc5NTUgMjQ5LjcyOTQzNyAKTCA5MC41Mjc1IDI0OS43Mjk0MzcgCkwgOTAuNTI3NSAyMzMuMjYxNDExIApMIDgzLjkxNzk1NSAyMzMuMjYxNDExIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDkwLjUyNzUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMjEyLjk5MzA3MSAKTCA5MC41Mjc1IDIxMi45OTMwNzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gOTcuMTM3MDQ1IDI0OS43Mjk0MzcgCkwgMTAzLjc0NjU5MSAyNDkuNzI5NDM3IApMIDEwMy43NDY1OTEgMjMxLjk5NDY0IApMIDk3LjEzNzA0NSAyMzEuOTk0NjQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTAzLjc0NjU5MSAyNDkuNzI5NDM3IApMIDExMC4zNTYxMzYgMjQ5LjcyOTQzNyAKTCAxMTAuMzU2MTM2IDIzMy44OTQ3OTcgCkwgMTAzLjc0NjU5MSAyMzMuODk0Nzk3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDExMC4zNTYxMzYgMjQ5LjcyOTQzNyAKTCAxMTYuOTY1NjgyIDI0OS43Mjk0MzcgCkwgMTE2Ljk2NTY4MiAyMzUuNzk0OTUzIApMIDExMC4zNTYxMzYgMjM1Ljc5NDk1MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTE2Ljk2NTY4MiAyNDkuNzI5NDM3IApMIDEyMy41NzUyMjcgMjQ5LjcyOTQzNyAKTCAxMjMuNTc1MjI3IDE0Ni40ODc1OCAKTCAxMTYuOTY1NjgyIDE0Ni40ODc1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDE1MC4wMTM0MDkgMjQ5LjcyOTQzNyAKTCAxNTYuNjIyOTU1IDI0OS43Mjk0MzcgCkwgMTU2LjYyMjk1NSAxNTEuODcxMzU4IApMIDE1MC4wMTM0MDkgMTUxLjg3MTM1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTU2LjYyMjk1NSAyNDkuNzI5NDM3IApMIDE2My4yMzI1IDI0OS43Mjk0MzcgCkwgMTYzLjIzMjUgMTQ3LjEyMDk2NiAKTCAxNTYuNjIyOTU1IDE0Ny4xMjA5NjYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDE2My4yMzI1IDI0OS43Mjk0MzcgCkwgMTY5Ljg0MjA0NSAyNDkuNzI5NDM3IApMIDE2OS44NDIwNDUgMjUuNTEwOTI2IApMIDE2My4yMzI1IDI1LjUxMDkyNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTY5Ljg0MjA0NSAyNDkuNzI5NDM3IApMIDE3Ni40NTE1OTEgMjQ5LjcyOTQzNyAKTCAxNzYuNDUxNTkxIDE0Ny43NTQzNTEgCkwgMTY5Ljg0MjA0NSAxNDcuNzU0MzUxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSAxNzYuNDUxNTkxIDI0OS43Mjk0MzcgCkwgMTgzLjA2MTEzNiAyNDkuNzI5NDM3IApMIDE4My4wNjExMzYgMTQ0LjI3MDczIApMIDE3Ni40NTE1OTEgMTQ0LjI3MDczIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjAiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSAxODMuMDYxMTM2IDI0OS43Mjk0MzcgCkwgMTg5LjY3MDY4MiAyNDkuNzI5NDM3IApMIDE4OS42NzA2ODIgOTcuNzE2ODg3IApMIDE4My4wNjExMzYgOTcuNzE2ODg3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSAxODkuNjcwNjgyIDI0OS43Mjk0MzcgCkwgMTk2LjI4MDIyNyAyNDkuNzI5NDM3IApMIDE5Ni4yODAyMjcgMTc5Ljc0MDMyNiAKTCAxODkuNjcwNjgyIDE3OS43NDAzMjYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDE5Ni4yODAyMjcgMjQ5LjcyOTQzNyAKTCAyMDIuODg5NzczIDI0OS43Mjk0MzcgCkwgMjAyLjg4OTc3MyAxNzUuNjIzMzE5IApMIDE5Ni4yODAyMjcgMTc1LjYyMzMxOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDIxNi4xMDg4NjQgMjQ5LjcyOTQzNyAKTCAyMjIuNzE4NDA5IDI0OS43Mjk0MzcgCkwgMjIyLjcxODQwOSAxODYuMDc0MTgyIApMIDIxNi4xMDg4NjQgMTg2LjA3NDE4MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDI0OS4xNTY1OTEgMjQ5LjcyOTQzNyAKTCAyNTUuNzY2MTM2IDI0OS43Mjk0MzcgCkwgMjU1Ljc2NjEzNiAxODcuNjU3NjQ2IApMIDI0OS4xNTY1OTEgMTg3LjY1NzY0NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDI2OC45ODUyMjcgMjQ5LjcyOTQzNyAKTCAyNzUuNTk0NzczIDI0OS43Mjk0MzcgCkwgMjc1LjU5NDc3MyAxNzQuMzU2NTQ4IApMIDI2OC45ODUyMjcgMTc0LjM1NjU0OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM0Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMjc1LjU5NDc3MyAyNDkuNzI5NDM3IApMIDI4Mi4yMDQzMTggMjQ5LjcyOTQzNyAKTCAyODIuMjA0MzE4IDE4MS4zMjM3OSAKTCAyNzUuNTk0NzczIDE4MS4zMjM3OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMjgyLjIwNDMxOCAyNDkuNzI5NDM3IApMIDI4OC44MTM4NjQgMjQ5LjcyOTQzNyAKTCAyODguODEzODY0IDk4LjY2Njk2NSAKTCAyODIuMjA0MzE4IDk4LjY2Njk2NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDMwMi4wMzI5NTUgMjQ5LjcyOTQzNyAKTCAzMDguNjQyNSAyNDkuNzI5NDM3IApMIDMwOC42NDI1IDkzLjkxNjU3MyAKTCAzMDIuMDMyOTU1IDkzLjkxNjU3MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzA4LjY0MjUgMjQ5LjcyOTQzNyAKTCAzMTUuMjUyMDQ1IDI0OS43Mjk0MzcgCkwgMzE1LjI1MjA0NSAxNjQuNTM5MDcxIApMIDMwOC42NDI1IDE2NC41MzkwNzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDMxNS4yNTIwNDUgMjQ5LjcyOTQzNyAKTCAzMjEuODYxNTkxIDI0OS43Mjk0MzcgCkwgMzIxLjg2MTU5MSAxNTYuNjIxNzUgCkwgMzE1LjI1MjA0NSAxNTYuNjIxNzUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDMyMS44NjE1OTEgMjQ5LjcyOTQzNyAKTCAzMjguNDcxMTM2IDI0OS43Mjk0MzcgCkwgMzI4LjQ3MTEzNiAxNDkuNjU0NTA4IApMIDMyMS44NjE1OTEgMTQ5LjY1NDUwOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzI4LjQ3MTEzNiAyNDkuNzI5NDM3IApMIDMzNS4wODA2ODIgMjQ5LjcyOTQzNyAKTCAzMzUuMDgwNjgyIDYwLjAzMDQ0MiAKTCAzMjguNDcxMTM2IDYwLjAzMDQ0MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80NSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM0OC4yOTk3NzMgMjQ5LjcyOTQzNyAKTCAzNTQuOTA5MzE4IDI0OS43Mjk0MzcgCkwgMzU0LjkwOTMxOCA1OS43MTM3NDkgCkwgMzQ4LjI5OTc3MyA1OS43MTM3NDkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80NiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM1NC45MDkzMTggMjQ5LjcyOTQzNyAKTCAzNjEuNTE4ODY0IDI0OS43Mjk0MzcgCkwgMzYxLjUxODg2NCAxNjQuNTM5MDcxIApMIDM1NC45MDkzMTggMTY0LjUzOTA3MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80OSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM3NC43Mzc5NTUgMjQ5LjcyOTQzNyAKTCAzODEuMzQ3NSAyNDkuNzI5NDM3IApMIDM4MS4zNDc1IDg5LjE2NjE4MSAKTCAzNzQuNzM3OTU1IDg5LjE2NjE4MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzgxLjM0NzUgMjQ5LjcyOTQzNyAKTCAzODcuOTU3MDQ1IDI0OS43Mjk0MzcgCkwgMzg3Ljk1NzA0NSAxNjIuMzIyMjIxIApMIDM4MS4zNDc1IDE2Mi4zMjIyMjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM4Ny45NTcwNDUgMjQ5LjcyOTQzNyAKTCAzOTQuNTY2NTkxIDI0OS43Mjk0MzcgCkwgMzk0LjU2NjU5MSAxNjYuNDM5MjI3IApMIDM4Ny45NTcwNDUgMTY2LjQzOTIyNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzk0LjU2NjU5MSAyNDkuNzI5NDM3IApMIDQwMS4xNzYxMzYgMjQ5LjcyOTQzNyAKTCA0MDEuMTc2MTM2IDc4LjM5ODYyNSAKTCAzOTQuNTY2NTkxIDc4LjM5ODYyNSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNTQuMTc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDQxNy43IDI0OS43Mjk0MzcgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU1Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU2Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InA1YWRmYWI5NWFiIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNDI5NDM3IiB3aWR0aD0iMzYzLjUyNSIgeD0iNTQuMTc1IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50)&lt;/div&gt;\n",
+       "\n",
+       "    &lt;img 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NSAKUSAyMy44MjgxMjUgMzYuNzE4NzUgMjAuNzUgMzUuNTkzNzUgClEgMTcuNjcxODc1IDM0LjQ2ODc1IDE0LjU5Mzc1IDMxLjc4MTI1IApMIDYgMzEuNzgxMjUgCkwgOC4yOTY4NzUgNjguNzk2ODc1IApMIDQ3LjQwNjI1IDY4Ljc5Njg3NSAKTCA0Ny40MDYyNSA2MS4zMjgxMjUgCkwgMTYuMzEyNSA2MS4zMjgxMjUgCkwgMTQuOTg0Mzc1IDM5LjUgClEgMjAuNzAzMTI1IDQzLjg5MDYyNSAyOS4yMDMxMjUgNDMuODkwNjI1IApRIDM5LjM1OTM3NSA0My44OTA2MjUgNDUuMzkwNjI1IDM3LjkzNzUgClEgNTEuNDIxODc1IDMxLjk4NDM3NSA1MS40MjE4NzUgMjIuNDA2MjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQ0LjE1NTYxOSAyNzUuMTgyNTM2KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSAxOTguMDc5NTQ1IDI0OS43Mjk0MzcgCkwgMTk4LjA3OTU0NSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTk4LjA3OTU0NSIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE5NC45OTM2ODcgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gMjQ4LjkxNzYxNCAyNDkuNzI5NDM3IApMIDI0OC45MTc2MTQgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI0OC45MTc2MTQiIHhsaW5rOmhyZWY9IiNtZmI0NjE1MTIwMCIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIDAuNyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjk5Ljc1NTY4MiIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNSI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI5Ni42Njk4MjQgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDM1MC41OTM3NSAyNDkuNzI5NDM3IApMIDM1MC41OTM3NSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM1MC41OTM3NSIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM0Ny41MDc4OTIgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDQwMS40MzE4MTggMjQ5LjcyOTQzNyAKTCA0MDEuNDMxODE4IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjQzMTgxOCIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTFkMTY3ZWQ4ZDgiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtMWQxNjdlZDhkOCIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDAgLS0%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%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%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDU5LjggMTcxLjYwNDUyIApMIDQxNy43IDE3MS42MDQ1MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTFkMTY3ZWQ4ZDgiIHk9IjE3MS42MDQ1MiIvPgogICAgICA8L2c%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxNzUuMjI3OTU4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gNTkuOCAxMzIuNTQyMDYyIApMIDQxNy43IDEzMi41NDIwNjIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20xZDE2N2VkOGQ4IiB5PSIxMzIuNTQyMDYyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIDMwMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDEzNi4xNjU0OTkpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSA1OS44IDkzLjQ3OTYwMyAKTCA0MTcuNyA5My40Nzk2MDMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20xZDE2N2VkOGQ4IiB5PSI5My40Nzk2MDMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgIDwhLS0gNDAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDk3LjEwMzA0MSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDU5LjggNTQuNDE3MTQ1IApMIDQxNy43IDU0LjQxNzE0NSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTFkMTY3ZWQ4ZDgiIHk9IjU0LjQxNzE0NSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSA1MDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgNTguMDQwNTgyKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gNTkuOCAxNS4zNTQ2ODYgCkwgNDE3LjcgMTUuMzU0Njg2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtMWQxNjdlZDhkOCIgeT0iMTUuMzU0Njg2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIDYwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxOC45NzgxMjQpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%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%2BCiAgICAgIDx1c2UgeD0iMjYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgPHVzZSB4PSI0MjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gNzYuMDY4MTgyIDI0OS43Mjk0MzcgCkwgMTE5LjI4MDU0IDI0OS43Mjk0MzcgCkwgMTE5LjI4MDU0IDIzMi4zNDY2NDMgCkwgNzYuMDY4MTgyIDIzMi4zNDY2NDMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gMTE5LjI4MDU0IDI0OS43Mjk0MzcgCkwgMTI0LjM2NDM0NyAyNDkuNzI5NDM3IApMIDEyNC4zNjQzNDcgMjQ1LjIzNzI1NSAKTCAxMTkuMjgwNTQgMjQ1LjIzNzI1NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSAxMjQuMzY0MzQ3IDI0OS43Mjk0MzcgCkwgMTM0LjUzMTk2IDI0OS43Mjk0MzcgCkwgMTM0LjUzMTk2IDIzNC43Mjk0NTMgCkwgMTI0LjM2NDM0NyAyMzQuNzI5NDUzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDEzNC41MzE5NiAyNDkuNzI5NDM3IApMIDE4NS4zNzAwMjggMjQ5LjcyOTQzNyAKTCAxODUuMzcwMDI4IDEyMC4xMjAyIApMIDEzNC41MzE5NiAxMjAuMTIwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSAxODUuMzcwMDI4IDI0OS43Mjk0MzcgCkwgMzEyLjQ2NTE5OSAyNDkuNzI5NDM3IApMIDMxMi40NjUxOTkgMjUuNTEwOTI2IApMIDE4NS4zNzAwMjggMjUuNTEwOTI2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDMxMi40NjUxOTkgMjQ5LjcyOTQzNyAKTCAzNTguMjE5NDYgMjQ5LjcyOTQzNyAKTCAzNTguMjE5NDYgMTQ3LjgxNTQ4MyAKTCAzMTIuNDY1MTk5IDE0Ny44MTU0ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gMzU4LjIxOTQ2IDI0OS43Mjk0MzcgCkwgMzk4Ljg4OTkxNSAyNDkuNzI5NDM3IApMIDM5OC44ODk5MTUgMTY3LjUwMjk2MiAKTCAzNTguMjE5NDYgMTY3LjUwMjk2MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BCiAgICA8cGF0aCBkPSJNIDU5LjggMjQ5LjcyOTQzNyAKTCA0MTcuNyAyNDkuNzI5NDM3IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggZD0iTSA1OS44IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InA2NGY4ZDExMThhIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNDI5NDM3IiB3aWR0aD0iMzU3LjkiIHg9IjU5LjgiIHk9IjE0LjMiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[0.36  0.445 0.455 0.475 0.575 0.825 0.915 0.995 1.   ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
+       "\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-7583549271013657996-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.55&quot;&gt;\n",
+       "                0.55\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                358\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.5&quot;&gt;\n",
+       "                0.5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                353\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.54&quot;&gt;\n",
+       "                0.54\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                350\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.51&quot;&gt;\n",
+       "                0.51\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                345\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.57&quot;&gt;\n",
+       "                0.57\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                333\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.49&quot;&gt;\n",
+       "                0.49\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                332\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.87&quot;&gt;\n",
+       "                0.87\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                326\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.53&quot;&gt;\n",
+       "                0.53\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                324\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.56&quot;&gt;\n",
+       "                0.56\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                322\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.85&quot;&gt;\n",
+       "                0.85\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                316\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;other&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (55)&quot;&gt;\n",
+       "                Other values (55)\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                11640\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                77.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-7583549271013657996-extreme_values&quot;&gt;\n",
+       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.36&quot;&gt;\n",
+       "                0.36\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                22\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:38.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.37&quot;&gt;\n",
+       "                0.37\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                55\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:96.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.38&quot;&gt;\n",
+       "                0.38\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                50\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:87.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.39&quot;&gt;\n",
+       "                0.39\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                52\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:91.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.4&quot;&gt;\n",
+       "                0.4\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                57\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "\n",
+       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
+       "                1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                283\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.99&quot;&gt;\n",
+       "                0.99\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                258\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:91.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.98&quot;&gt;\n",
+       "                0.98\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                263\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.97&quot;&gt;\n",
+       "                0.97\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                276\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:97.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.96&quot;&gt;\n",
+       "                0.96\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                249\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:88.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_number_project&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;number_project&quot;&gt;number_project&lt;br/&gt;\n",
+       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;6&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
+       "                    &lt;td&gt;3.803053537&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "                    &lt;td&gt;2&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "                    &lt;td&gt;7&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram3608851040952346952&quot;&gt;\n",
+       "    &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%2BCjwhRE9DVFlQRSBzdmcgUFVCTElDICItLy9XM0MvL0RURCBTVkcgMS4xLy9FTiIKICAiaHR0cDovL3d3dy53My5vcmcvR3JhcGhpY3MvU1ZHLzEuMS9EVEQvc3ZnMTEuZHRkIj4KPCEtLSBDcmVhdGVkIHdpdGggbWF0cGxvdGxpYiAoaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pIC0tPgo8c3ZnIGhlaWdodD0iMTA4cHQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDE0NCAxMDgiIHdpZHRoPSIxNDRwdCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI%2BCiA8ZGVmcz4KICA8c3R5bGUgdHlwZT0idGV4dC9jc3MiPgoqe3N0cm9rZS1saW5lY2FwOmJ1dHQ7c3Ryb2tlLWxpbmVqb2luOnJvdW5kO30KICA8L3N0eWxlPgogPC9kZWZzPgogPGcgaWQ9ImZpZ3VyZV8xIj4KICA8ZyBpZD0icGF0Y2hfMSI%2BCiAgIDxwYXRoIGQ9Ik0gMCAxMDggCkwgMTQ0IDEwOCAKTCAxNDQgMCAKTCAwIDAgCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogIDwvZz4KICA8ZyBpZD0iYXhlc18xIj4KICAgPGcgaWQ9InBhdGNoXzIiPgogICAgPHBhdGggZD0iTSAxNC4zIDc4LjU2ODI3MiAKTCAxMjkuNyA3OC41NjgyNzIgCkwgMTI5LjcgMTAuOCAKTCAxNC4zIDEwLjggCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5MzFhZGRiYzRhKSIgZD0iTSAxOS41NDU0NTUgNzguNTY4MjcyIApMIDE5LjU0NTQ1NSAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im0xNjAzNDM3NmQyIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIxOS41NDU0NTUiIHhsaW5rOmhyZWY9IiNtMTYwMzQzNzZkMiIgeT0iNzguNTY4MjcyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%2BCiAgICAgIDwhLS0gMiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5MzFhZGRiYzRhKSIgZD0iTSA2MS41MDkwOTEgNzguNTY4MjcyIApMIDYxLjUwOTA5MSAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjEuNTA5MDkxIiB4bGluazpocmVmPSIjbTE2MDM0Mzc2ZDIiIHk9Ijc4LjU2ODI3MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIDQgLS0%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%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gNiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMDMuMzYyNjg0IDk2LjMxMzQ2NSlyb3RhdGUoLTQ1KXNjYWxlKDAuMDggLTAuMDgpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5MzFhZGRiYzRhKSIgZD0iTSAxOS41NDU0NTUgNzguNTY4MjcyIApMIDM3LjAzMDMwMyA3OC41NjgyNzIgCkwgMzcuMDMwMzAzIDQzLjI1OTEyOCAKTCAxOS41NDU0NTUgNDMuMjU5MTI4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDkzMWFkZGJjNGEpIiBkPSJNIDM3LjAzMDMwMyA3OC41NjgyNzIgCkwgNTQuNTE1MTUyIDc4LjU2ODI3MiAKTCA1NC41MTUxNTIgMTguNjEwNzQzIApMIDM3LjAzMDMwMyAxOC42MTA3NDMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTMxYWRkYmM0YSkiIGQ9Ik0gNTQuNTE1MTUyIDc4LjU2ODI3MiAKTCA3MiA3OC41NjgyNzIgCkwgNzIgMTQuMDI3MDYxIApMIDU0LjUxNTE1MiAxNC4wMjcwNjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTMxYWRkYmM0YSkiIGQ9Ik0gNzIgNzguNTY4MjcyIApMIDg5LjQ4NDg0OCA3OC41NjgyNzIgCkwgODkuNDg0ODQ4IDM3Ljc0MzkyMyAKTCA3MiAzNy43NDM5MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTMxYWRkYmM0YSkiIGQ9Ik0gODkuNDg0ODQ4IDc4LjU2ODI3MiAKTCAxMDYuOTY5Njk3IDc4LjU2ODI3MiAKTCAxMDYuOTY5Njk3IDYxLjIwOTQyMiAKTCA4OS40ODQ4NDggNjEuMjA5NDIyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDkzMWFkZGJjNGEpIiBkPSJNIDEwNi45Njk2OTcgNzguNTY4MjcyIApMIDEyNC40NTQ1NDUgNzguNTY4MjcyIApMIDEyNC40NTQ1NDUgNzQuNzgzMDM3IApMIDEwNi45Njk2OTcgNzQuNzgzMDM3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgNzguNTY4MjcyIApMIDE0LjMgMTAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGQ9Ik0gMTI5LjcgNzguNTY4MjcyIApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgNzguNTY4MjcyIApMIDEyOS43IDc4LjU2ODI3MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gMTQuMyAxMC44IApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwOTMxYWRkYmM0YSI%2BCiAgIDxyZWN0IGhlaWdodD0iNjcuNzY4MjcyIiB3aWR0aD0iMTE1LjQiIHg9IjE0LjMiIHk9IjEwLjgiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; alt=&quot;Mini histogram&quot;&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives3608851040952346952,#minihistogram3608851040952346952&quot;\n",
+       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives3608851040952346952&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#3608851040952346952-statistics&quot;\n",
+       "                       aria-controls=&quot;3608851040952346952-statistics&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#3608851040952346952-histogram&quot;\n",
+       "                       aria-controls=&quot;3608851040952346952-histogram&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#3608851040952346952-frequency_table&quot;\n",
+       "                       aria-controls=&quot;3608851040952346952-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#3608851040952346952-extreme_values&quot;\n",
+       "                       aria-controls=&quot;3608851040952346952-extreme_values&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;3608851040952346952-statistics&quot;&gt;\n",
+       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "            &lt;td&gt;2&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;2&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q1&lt;/th&gt;\n",
+       "            &lt;td&gt;3&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Median&lt;/th&gt;\n",
+       "            &lt;td&gt;4&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q3&lt;/th&gt;\n",
+       "            &lt;td&gt;5&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;6&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "            &lt;td&gt;7&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Range&lt;/th&gt;\n",
+       "            &lt;td&gt;5&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
+       "            &lt;td&gt;2&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
+       "            &lt;td&gt;1.232592355&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.3241059699&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
+       "            &lt;td&gt;-0.4954779519&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Mean&lt;/th&gt;\n",
+       "            &lt;td&gt;3.803053537&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;MAD&lt;/th&gt;\n",
+       "            &lt;td&gt;1.008343748&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
+       "            &lt;td&gt;0.3377056124&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Sum&lt;/th&gt;\n",
+       "            &lt;td&gt;57042&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Variance&lt;/th&gt;\n",
+       "            &lt;td&gt;1.519283914&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
+       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;3608851040952346952-histogram&quot;&gt;\n",
+       "                    &lt;img 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YyNSA0MC44OTA2MjUgClEgNDEuOTM3NSAzNi43NjU2MjUgMzQuOTA2MjUgMzUuMjk2ODc1IApMIDM0LjkwNjI1IDM1LjEwOTM3NSAKUSA0Mi42MjUgMzQuMjgxMjUgNDYuOTIxODc1IDI5LjkzNzUgClEgNTEuMjE4NzUgMjUuNTkzNzUgNTEuMjE4NzUgMTkgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQxLjAwMzM1NSAyNzUuMjA3OTQ4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAyMDYuMjEzNjM2IDI1NS42NTE0NTcgCkwgMjA2LjIxMzYzNiAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjA2LjIxMzYzNiIgeGxpbms6aHJlZj0iI20zMjQ1MzEyNzY5IiB5PSIyNTUuNjUxNDU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIwNi4wNzYwODIgMjc1LjIwNzk0OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gMjcxLjI4NjM2NCAyNTUuNjUxNDU3IApMIDI3MS4yODYzNjQgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI3MS4yODYzNjQiIHhsaW5rOmhyZWY9IiNtMzI0NTMxMjc2OSIgeT0iMjU1LjY1MTQ1NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIDUgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3MS4xNDg4MDkgMjc1LjIwNzk0OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gMzM2LjM1OTA5MSAyNTUuNjUxNDU3IApMIDMzNi4zNTkwOTEgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMzNi4yMjE1MzcgMjc1LjIwNzk0OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDQwMS40MzE4MTggMjU1LjY1MTQ1NyAKTCA0MDEuNDMxODE4IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjQzMTgxOCIgeGxpbms6aHJlZj0iI20zMjQ1MzEyNzY5IiB5PSIyNTUuNjUxNDU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%2BCiAgICAgIDwhLS0gNyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTQiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTZlYjhlN2EyNzIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNmViOGU3YTI3MiIgeT0iMjU1LjY1MTQ1NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQzLjczOTA2MiAyNTkuMjc0ODk0KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDU5LjggMjAyLjk5MTk5OSAKTCA0MTcuNyAyMDIuOTkxOTk5IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNmViOGU3YTI3MiIgeT0iMjAyLjk5MTk5OSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDEwMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAyMDYuNjE1NDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gNTkuOCAxNTAuMzMyNTQyIApMIDQxNy43IDE1MC4zMzI1NDIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI202ZWI4ZTdhMjcyIiB5PSIxNTAuMzMyNTQyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gMjAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDE1My45NTU5OClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDU5LjggOTcuNjczMDg1IApMIDQxNy43IDk3LjY3MzA4NSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTZlYjhlN2EyNzIiIHk9Ijk3LjY3MzA4NSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAzMDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgMTAxLjI5NjUyMylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDU5LjggNDUuMDEzNjI4IApMIDQxNy43IDQ1LjAxMzYyOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTZlYjhlN2EyNzIiIHk9IjQ1LjAxMzYyOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSA0MDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgNDguNjM3MDY2KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%2BCiAgICAgPGRlZnM%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%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%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%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%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%2BCiAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIwLjU2NjI1IDE2My4zMjEwNDEpcm90YXRlKC05MClzY2FsZSgwLjEyIC0wLjEyKSI%2BCiAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTcwIi8%2BCiAgICAgIDx1c2UgeD0iNjEuMDgzOTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgIDx1c2UgeD0iOTQuMzg0NzY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgIDx1c2UgeD0iMTUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICA8dXNlIHg9IjI2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDc2LjA2ODE4MiAyNTUuNjUxNDU3IApMIDEzMC4yOTU0NTUgMjU1LjY1MTQ1NyAKTCAxMzAuMjk1NDU1IDEyOS45MDA2NzMgCkwgNzYuMDY4MTgyIDEyOS45MDA2NzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gMTMwLjI5NTQ1NSAyNTUuNjUxNDU3IApMIDE4NC41MjI3MjcgMjU1LjY1MTQ1NyAKTCAxODQuNTIyNzI3IDQyLjExNzM1OCAKTCAxMzAuMjk1NDU1IDQyLjExNzM1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAxODQuNTIyNzI3IDI1NS42NTE0NTcgCkwgMjM4Ljc1IDI1NS42NTE0NTcgCkwgMjM4Ljc1IDI1Ljc5MjkyNyAKTCAxODQuNTIyNzI3IDI1Ljc5MjkyNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAyMzguNzUgMjU1LjY1MTQ1NyAKTCAyOTIuOTc3MjczIDI1NS42NTE0NTcgCkwgMjkyLjk3NzI3MyAxMTAuMjU4Njk2IApMIDIzOC43NSAxMTAuMjU4Njk2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDI5Mi45NzcyNzMgMjU1LjY1MTQ1NyAKTCAzNDcuMjA0NTQ1IDI1NS42NTE0NTcgCkwgMzQ3LjIwNDU0NSAxOTMuODI5MjU0IApMIDI5Mi45NzcyNzMgMTkzLjgyOTI1NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAzNDcuMjA0NTQ1IDI1NS42NTE0NTcgCkwgNDAxLjQzMTgxOCAyNTUuNjUxNDU3IApMIDQwMS40MzE4MTggMjQyLjE3MDYzNiAKTCAzNDcuMjA0NTQ1IDI0Mi4xNzA2MzYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNTUuNjUxNDU3IApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjU1LjY1MTQ1NyAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggZD0iTSA1OS44IDI1NS42NTE0NTcgCkwgNDE3LjcgMjU1LjY1MTQ1NyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwOTQ3NjhmNDJhZiI%2BCiAgIDxyZWN0IGhlaWdodD0iMjQxLjM1MTQ1NyIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=6)&lt;/div&gt;\n",
+       "\n",
+       "\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;3608851040952346952-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
+       "                4\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4365\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                29.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
+       "                3\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4055\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                27.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
+       "                5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2761\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                18.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:63.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
+       "                2\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2388\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                15.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1174\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                7.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
+       "                7\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                256\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:5.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;3608851040952346952-extreme_values&quot;&gt;\n",
+       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
+       "                2\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2388\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                15.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
+       "                3\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4055\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                27.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
+       "                4\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4365\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                29.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
+       "                5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2761\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                18.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:63.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1174\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                7.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "\n",
+       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
+       "                7\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                256\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:5.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1174\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                7.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
+       "                5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2761\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                18.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:63.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
+       "                4\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4365\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                29.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
+       "                3\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4055\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                27.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_promotion_last_5years&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;promotion_last_5years&quot;&gt;promotion_last_5years&lt;br/&gt;\n",
+       "            &lt;small&gt;Boolean&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats &quot;&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;2&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minifreqtable9022821798223253273&quot;&gt;\n",
+       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;0&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:100.0%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 97.9%&quot;&gt;\n",
+       "                            14680\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;1&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:2.2%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 2.1%&quot;&gt;\n",
+       "                            &amp;nbsp;\n",
+       "                    &lt;/div&gt;\n",
+       "                        319\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#freqtable9022821798223253273, #minifreqtable9022821798223253273&quot;\n",
+       "        aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 extrapadding collapse&quot; id=&quot;freqtable9022821798223253273&quot;&gt;\n",
+       "    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0&quot;&gt;\n",
+       "                0\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                14680\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                97.9%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
+       "                1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                319\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_quit&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;quit&quot;&gt;quit&lt;br/&gt;\n",
+       "            &lt;small&gt;Boolean&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats &quot;&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;2&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minifreqtable-3611759090897188771&quot;&gt;\n",
+       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;0&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:100.0%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 76.2%&quot;&gt;\n",
+       "                            11428\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;1&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:31.2%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 23.8%&quot;&gt;\n",
+       "                            3571\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#freqtable-3611759090897188771, #minifreqtable-3611759090897188771&quot;\n",
+       "        aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 extrapadding collapse&quot; id=&quot;freqtable-3611759090897188771&quot;&gt;\n",
+       "    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0&quot;&gt;\n",
+       "                0\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                11428\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                76.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
+       "                1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                3571\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                23.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:31.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_salary&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;salary&quot;&gt;salary&lt;br/&gt;\n",
+       "            &lt;small&gt;Categorical&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "    &lt;table class=&quot;stats&quot;&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "            &lt;td&gt;3&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "            &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "            &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "            &lt;td&gt;0&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-6 collapse in&quot; id=&quot;minifreqtable-4313207860181382574&quot;&gt;\n",
+       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;low&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:100.0%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 48.8%&quot;&gt;\n",
+       "                            7316\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;medium&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:88.1%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 43.0%&quot;&gt;\n",
+       "                            6446\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;high&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:16.9%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 8.2%&quot;&gt;\n",
+       "                            &amp;nbsp;\n",
+       "                    &lt;/div&gt;\n",
+       "                        1237\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives-4313207860181382574, #minifreqtable-4313207860181382574&quot;\n",
+       "       aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-4313207860181382574&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#-4313207860181382574-frequency_table&quot;\n",
+       "                       aria-controls=&quot;-4313207860181382574-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#-4313207860181382574-composition&quot;\n",
+       "                       aria-controls=&quot;-4313207860181382574-composition&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Composition&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-4313207860181382574-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;low&quot;&gt;\n",
+       "                low\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                7316\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                48.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;medium&quot;&gt;\n",
+       "                medium\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                6446\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                43.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:88.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;high&quot;&gt;\n",
+       "                high\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1237\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                8.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:16.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-4313207860181382574-composition&quot;&gt;\n",
+       "                    &lt;div class=&quot;extrapadding&quot;&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Max length&lt;/th&gt;\n",
+       "            &lt;td&gt;6&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Mean length&lt;/th&gt;\n",
+       "            &lt;td&gt;4.371758117&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Min length&lt;/th&gt;\n",
+       "            &lt;td&gt;3&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains chars&lt;/th&gt;\n",
+       "                &lt;td&gt;True&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains digits&lt;/th&gt;\n",
+       "                &lt;td&gt;False&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains spaces&lt;/th&gt;\n",
+       "                &lt;td&gt;False&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr&gt;\n",
+       "                &lt;th&gt;Contains non-words&lt;/th&gt;\n",
+       "                &lt;td&gt;False&lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_satisfaction_level&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;satisfaction_level&quot;&gt;satisfaction_level&lt;br/&gt;\n",
+       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;92&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.6%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.6128335222&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.09&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "                    &lt;td&gt;1&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram6163564864561409128&quot;&gt;\n",
+       "    &lt;img 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42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMS45ODU4NTkgOTYuMzQ2MTY5KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDE5LjU0NTQ1NSA3My44ODM2OSAKTCAyMS42NDM2MzYgNzMuODgzNjkgCkwgMjEuNjQzNjM2IDEzLjgwMzk4NSAKTCAxOS41NDU0NTUgMTMuODAzOTg1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDIxLjY0MzYzNiA3My44ODM2OSAKTCAyMy43NDE4MTggNzMuODgzNjkgCkwgMjMuNzQxODE4IDM0LjIyODkxMiAKTCAyMS42NDM2MzYgMzQuMjI4OTEyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDIzLjc0MTgxOCA3My44ODM2OSAKTCAyNS44NCA3My44ODM2OSAKTCAyNS44NCA2MC4wODYgCkwgMjMuNzQxODE4IDYwLjA4NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSAyNS44NCA3My44ODM2OSAKTCAyNy45MzgxODIgNzMuODgzNjkgCkwgMjcuOTM4MTgyIDU3LjA0Mzk4OSAKTCAyNS44NCA1Ny4wNDM5ODkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMjcuOTM4MTgyIDczLjg4MzY5IApMIDMwLjAzNjM2NCA3My44ODM2OSAKTCAzMC4wMzYzNjQgNTkuMjE2ODU0IApMIDI3LjkzODE4MiA1OS4yMTY4NTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMzAuMDM2MzY0IDczLjg4MzY5IApMIDMyLjEzNDU0NSA3My44ODM2OSAKTCAzMi4xMzQ1NDUgNjUuODQ0MDkxIApMIDMwLjAzNjM2NCA2NS44NDQwOTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMzIuMTM0NTQ1IDczLjg4MzY5IApMIDM0LjIzMjcyNyA3My44ODM2OSAKTCAzNC4yMzI3MjcgNTkuMTA4MjExIApMIDMyLjEzNDU0NSA1OS4xMDgyMTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDM0LjIzMjcyNyA3My44ODM2OSAKTCAzNi4zMzA5MDkgNzMuODgzNjkgCkwgMzYuMzMwOTA5IDYxLjQ5ODM2MiAKTCAzNC4yMzI3MjcgNjEuNDk4MzYyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSAzNi4zMzA5MDkgNzMuODgzNjkgCkwgMzguNDI5MDkxIDczLjg4MzY5IApMIDM4LjQyOTA5MSA2MS40OTgzNjIgCkwgMzYuMzMwOTA5IDYxLjQ5ODM2MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMzguNDI5MDkxIDczLjg4MzY5IApMIDQwLjUyNzI3MyA3My44ODM2OSAKTCA0MC41MjcyNzMgNjcuMzY1MDk2IApMIDM4LjQyOTA5MSA2Ny4zNjUwOTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDQwLjUyNzI3MyA3My44ODM2OSAKTCA0Mi42MjU0NTUgNzMuODgzNjkgCkwgNDIuNjI1NDU1IDY2LjM4NzMwNyAKTCA0MC41MjcyNzMgNjYuMzg3MzA3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA0Mi42MjU0NTUgNzMuODgzNjkgCkwgNDQuNzIzNjM2IDczLjg4MzY5IApMIDQ0LjcyMzYzNiA2OS42NDY2MDQgCkwgNDIuNjI1NDU1IDY5LjY0NjYwNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNDQuNzIzNjM2IDczLjg4MzY5IApMIDQ2LjgyMTgxOCA3My44ODM2OSAKTCA0Ni44MjE4MTggNjIuMDQxNTc4IApMIDQ0LjcyMzYzNiA2Mi4wNDE1NzggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDQ2LjgyMTgxOCA3My44ODM2OSAKTCA0OC45MiA3My44ODM2OSAKTCA0OC45MiA2NC43NTc2NTkgCkwgNDYuODIxODE4IDY0Ljc1NzY1OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNDguOTIgNzMuODgzNjkgCkwgNTEuMDE4MTgyIDczLjg4MzY5IApMIDUxLjAxODE4MiA1NC43NjI0ODIgCkwgNDguOTIgNTQuNzYyNDgyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA1MS4wMTgxODIgNzMuODgzNjkgCkwgNTMuMTE2MzY0IDczLjg4MzY5IApMIDUzLjExNjM2NCAyNy4xNjcxMDIgCkwgNTEuMDE4MTgyIDI3LjE2NzEwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNTMuMTE2MzY0IDczLjg4MzY5IApMIDU1LjIxNDU0NSA3My44ODM2OSAKTCA1NS4yMTQ1NDUgNTQuODcxMTI1IApMIDUzLjExNjM2NCA1NC44NzExMjUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDU1LjIxNDU0NSA3My44ODM2OSAKTCA1Ny4zMTI3MjcgNzMuODgzNjkgCkwgNTcuMzEyNzI3IDMyLjU5OTI2MyAKTCA1NS4yMTQ1NDUgMzIuNTk5MjYzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA1Ny4zMTI3MjcgNzMuODgzNjkgCkwgNTkuNDEwOTA5IDczLjg4MzY5IApMIDU5LjQxMDkwOSAzMi43MDc5MDcgCkwgNTcuMzEyNzI3IDMyLjcwNzkwNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNTkuNDEwOTA5IDczLjg4MzY5IApMIDYxLjUwOTA5MSA3My44ODM2OSAKTCA2MS41MDkwOTEgMjguOTA1Mzk0IApMIDU5LjQxMDkwOSAyOC45MDUzOTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDYxLjUwOTA5MSA3My44ODM2OSAKTCA2My42MDcyNzMgNzMuODgzNjkgCkwgNjMuNjA3MjczIDU4Ljk5OTU2OCAKTCA2MS41MDkwOTEgNTguOTk5NTY4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA2My42MDcyNzMgNzMuODgzNjkgCkwgNjUuNzA1NDU1IDczLjg4MzY5IApMIDY1LjcwNTQ1NSAzNC45ODk0MTQgCkwgNjMuNjA3MjczIDM0Ljk4OTQxNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNjUuNzA1NDU1IDczLjg4MzY5IApMIDY3LjgwMzYzNiA3My44ODM2OSAKTCA2Ny44MDM2MzYgNDkuMDA0MzkxIApMIDY1LjcwNTQ1NSA0OS4wMDQzOTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDY3LjgwMzYzNiA3My44ODM2OSAKTCA2OS45MDE4MTggNzMuODgzNjkgCkwgNjkuOTAxODE4IDMyLjI3MzMzNCAKTCA2Ny44MDM2MzYgMzIuMjczMzM0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA2OS45MDE4MTggNzMuODgzNjkgCkwgNzIgNzMuODgzNjkgCkwgNzIgMzQuMzM3NTU1IApMIDY5LjkwMTgxOCAzNC4zMzc1NTUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDcyIDczLjg4MzY5IApMIDc0LjA5ODE4MiA3My44ODM2OSAKTCA3NC4wOTgxODIgMzQuMTIwMjY5IApMIDcyIDM0LjEyMDI2OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNzQuMDk4MTgyIDczLjg4MzY5IApMIDc2LjE5NjM2NCA3My44ODM2OSAKTCA3Ni4xOTYzNjQgMzEuMjk1NTQ1IApMIDc0LjA5ODE4MiAzMS4yOTU1NDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDc2LjE5NjM2NCA3My44ODM2OSAKTCA3OC4yOTQ1NDUgNzMuODgzNjkgCkwgNzguMjk0NTQ1IDUwLjA5MDgyMyAKTCA3Ni4xOTYzNjQgNTAuMDkwODIzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA3OC4yOTQ1NDUgNzMuODgzNjkgCkwgODAuMzkyNzI3IDczLjg4MzY5IApMIDgwLjM5MjcyNyAzMC4zMTc3NTYgCkwgNzguMjk0NTQ1IDMwLjMxNzc1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gODAuMzkyNzI3IDczLjg4MzY5IApMIDgyLjQ5MDkwOSA3My44ODM2OSAKTCA4Mi40OTA5MDkgMzAuNzUyMzI5IApMIDgwLjM5MjcyNyAzMC43NTIzMjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDgyLjQ5MDkwOSA3My44ODM2OSAKTCA4NC41ODkwOTEgNzMuODgzNjkgCkwgODQuNTg5MDkxIDMxLjk0NzQwNCAKTCA4Mi40OTA5MDkgMzEuOTQ3NDA0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA4NC41ODkwOTEgNzMuODgzNjkgCkwgODYuNjg3MjczIDczLjg4MzY5IApMIDg2LjY4NzI3MyAyOS44ODMxODMgCkwgODQuNTg5MDkxIDI5Ljg4MzE4MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gODYuNjg3MjczIDczLjg4MzY5IApMIDg4Ljc4NTQ1NSA3My44ODM2OSAKTCA4OC43ODU0NTUgMzMuNTc3MDUyIApMIDg2LjY4NzI3MyAzMy41NzcwNTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDg4Ljc4NTQ1NSA3My44ODM2OSAKTCA5MC44ODM2MzYgNzMuODgzNjkgCkwgOTAuODgzNjM2IDUxLjYxMTgyOCAKTCA4OC43ODU0NTUgNTEuNjExODI4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA5MC44ODM2MzYgNzMuODgzNjkgCkwgOTIuOTgxODE4IDczLjg4MzY5IApMIDkyLjk4MTgxOCAzMC4zMTc3NTYgCkwgOTAuODgzNjM2IDMwLjMxNzc1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gOTIuOTgxODE4IDczLjg4MzY5IApMIDk1LjA4IDczLjg4MzY5IApMIDk1LjA4IDE5LjIzNjE0NyAKTCA5Mi45ODE4MTggMTkuMjM2MTQ3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA5NS4wOCA3My44ODM2OSAKTCA5Ny4xNzgxODIgNzMuODgzNjkgCkwgOTcuMTc4MTgyIDIzLjkwNzgwNSAKTCA5NS4wOCAyMy45MDc4MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MCI%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%2BCiAgIDxnIGlkPSJwYXRjaF80MyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDEwMy40NzI3MjcgNzMuODgzNjkgCkwgMTA1LjU3MDkwOSA3My44ODM2OSAKTCAxMDUuNTcwOTA5IDIyLjI3ODE1NyAKTCAxMDMuNDcyNzI3IDIyLjI3ODE1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80NiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDEwOS43NjcyNzMgNzMuODgzNjkgCkwgMTExLjg2NTQ1NSA3My44ODM2OSAKTCAxMTEuODY1NDU1IDI3LjgxODk2MSAKTCAxMDkuNzY3MjczIDI3LjgxODk2MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMTExLjg2NTQ1NSA3My44ODM2OSAKTCAxMTMuOTYzNjM2IDczLjg4MzY5IApMIDExMy45NjM2MzYgNDkuOTgyMTggCkwgMTExLjg2NTQ1NSA0OS45ODIxOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDEyMi4zNTYzNjQgNzMuODgzNjkgCkwgMTI0LjQ1NDU0NSA3My44ODM2OSAKTCAxMjQuNDU0NTQ1IDQzLjEzNzY1NiAKTCAxMjIuMzU2MzY0IDQzLjEzNzY1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3My44ODM2OSAKTCAxNC4zIDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDEyOS43IDczLjg4MzY5IApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NSI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgNzMuODgzNjkgCkwgMTI5LjcgNzMuODgzNjkgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NiI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icDIwNjlkMTUxOGYiPgogICA8cmVjdCBoZWlnaHQ9IjYzLjA4MzY5IiB3aWR0aD0iMTE1LjQiIHg9IjE0LjMiIHk9IjEwLjgiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; alt=&quot;Mini histogram&quot;&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives6163564864561409128,#minihistogram6163564864561409128&quot;\n",
+       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives6163564864561409128&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#6163564864561409128-statistics&quot;\n",
+       "                       aria-controls=&quot;6163564864561409128-statistics&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#6163564864561409128-histogram&quot;\n",
+       "                       aria-controls=&quot;6163564864561409128-histogram&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#6163564864561409128-frequency_table&quot;\n",
+       "                       aria-controls=&quot;6163564864561409128-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#6163564864561409128-extreme_values&quot;\n",
+       "                       aria-controls=&quot;6163564864561409128-extreme_values&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;6163564864561409128-statistics&quot;&gt;\n",
+       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "            &lt;td&gt;0.09&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;0.11&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q1&lt;/th&gt;\n",
+       "            &lt;td&gt;0.44&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Median&lt;/th&gt;\n",
+       "            &lt;td&gt;0.64&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q3&lt;/th&gt;\n",
+       "            &lt;td&gt;0.82&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;0.96&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "            &lt;td&gt;1&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Range&lt;/th&gt;\n",
+       "            &lt;td&gt;0.91&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
+       "            &lt;td&gt;0.38&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.2486306511&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.4057066757&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
+       "            &lt;td&gt;-0.6708586221&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Mean&lt;/th&gt;\n",
+       "            &lt;td&gt;0.6128335222&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;MAD&lt;/th&gt;\n",
+       "            &lt;td&gt;0.2069106132&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
+       "            &lt;td&gt;-0.4763603413&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Sum&lt;/th&gt;\n",
+       "            &lt;td&gt;9191.89&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Variance&lt;/th&gt;\n",
+       "            &lt;td&gt;0.06181720065&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
+       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;6163564864561409128-histogram&quot;&gt;\n",
+       "                    &lt;img 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BpZD0idGV4dF8yIj4KICAgICAgPCEtLSAwLjQgLS0%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTUuOTExNDAxIiB4bGluazpocmVmPSIjbTRmZjdkNTM0NjIiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSAwLjYgLS0%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAzMjguNTQzNzY5IDI0OS43Mjk0MzcgCkwgMzI4LjU0Mzc2OSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzI4LjU0Mzc2OSIgeGxpbms6aHJlZj0iI200ZmY3ZDUzNDYyIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyNS40NTc5MTEgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gNDAxLjE3NjEzNiAyNDkuNzI5NDM3IApMIDQwMS4xNzYxMzYgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI0MDEuMTc2MTM2IiB4bGluazpocmVmPSIjbTRmZjdkNTM0NjIiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSAxLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzOTguMDkwMjc4IDI3NS4xODI1MzYpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDU0LjE3NSAyNDkuNzI5NDM3IApMIDQxNy43IDI0OS43Mjk0MzcgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtZTVjNWJmOWI3OCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbWU1YzViZjliNzgiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzguMTE0MDYzIDI1My4zNTI4NzUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gNTQuMTc1IDIwOS4xODM1OTQgCkwgNDE3LjcgMjA5LjE4MzU5NCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtZTVjNWJmOWI3OCIgeT0iMjA5LjE4MzU5NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIDEwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAyMTIuODA3MDMyKXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI21lNWM1YmY5Yjc4IiB5PSIxNjguNjM3NzUxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gMjAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDE3Mi4yNjExODkpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDU0LjE3NSAxMjguMDkxOTA4IApMIDQxNy43IDEyOC4wOTE5MDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbWU1YzViZjliNzgiIHk9IjEyOC4wOTE5MDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSAzMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAxMzEuNzE1MzQ2KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtZTVjNWJmOWI3OCIgeT0iODcuNTQ2MDY1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIDQwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCA5MS4xNjk1MDMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDU0LjE3NSA0Ny4wMDAyMjIgCkwgNDE3LjcgNDcuMDAwMjIyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI21lNWM1YmY5Yjc4IiB5PSI0Ny4wMDAyMjIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggNTAuNjIzNjYpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMjYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgPHVzZSB4PSI0MjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gNzAuNjk4ODY0IDI0OS43Mjk0MzcgCkwgNzcuMzA4NDA5IDI0OS43Mjk0MzcgCkwgNzcuMzA4NDA5IDI1LjUxMDkyNiAKTCA3MC42OTg4NjQgMjUuNTEwOTI2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDc3LjMwODQwOSAyNDkuNzI5NDM3IApMIDgzLjkxNzk1NSAyNDkuNzI5NDM3IApMIDgzLjkxNzk1NSAxMDEuNzM3MTEgCkwgNzcuMzA4NDA5IDEwMS43MzcxMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSA4My45MTc5NTUgMjQ5LjcyOTQzNyAKTCA5MC41Mjc1IDI0OS43Mjk0MzcgCkwgOTAuNTI3NSAxOTguMjM2MjE3IApMIDgzLjkxNzk1NSAxOTguMjM2MjE3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDkwLjUyNzUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMTg2Ljg4MzM4MSAKTCA5MC41Mjc1IDE4Ni44ODMzODEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gOTcuMTM3MDQ1IDI0OS43Mjk0MzcgCkwgMTAzLjc0NjU5MSAyNDkuNzI5NDM3IApMIDEwMy43NDY1OTEgMTk0Ljk5MjU0OSAKTCA5Ny4xMzcwNDUgMTk0Ljk5MjU0OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAxMDMuNzQ2NTkxIDI0OS43Mjk0MzcgCkwgMTEwLjM1NjEzNiAyNDkuNzI5NDM3IApMIDExMC4zNTYxMzYgMjE5LjcyNTUxMyAKTCAxMDMuNzQ2NTkxIDIxOS43MjU1MTMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDEyMy41NzUyMjcgMjQ5LjcyOTQzNyAKTCAxMzAuMTg0NzczIDI0OS43Mjk0MzcgCkwgMTMwLjE4NDc3MyAyMDMuNTA3MTc2IApMIDEyMy41NzUyMjcgMjAzLjUwNzE3NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDE0My40MDM4NjQgMjQ5LjcyOTQzNyAKTCAxNTAuMDEzNDA5IDI0OS43Mjk0MzcgCkwgMTUwLjAxMzQwOSAyMzMuOTE2NTU4IApMIDE0My40MDM4NjQgMjMzLjkxNjU1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTYzLjIzMjUgMjQ5LjcyOTQzNyAKTCAxNjkuODQyMDQ1IDI0OS43Mjk0MzcgCkwgMTY5Ljg0MjA0NSAxNzguMzY4NzU0IApMIDE2My4yMzI1IDE3OC4zNjg3NTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDE2OS44NDIwNDUgMjQ5LjcyOTQzNyAKTCAxNzYuNDUxNTkxIDI0OS43Mjk0MzcgCkwgMTc2LjQ1MTU5MSA3NS4zODIzMTIgCkwgMTY5Ljg0MjA0NSA3NS4zODIzMTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDE3Ni40NTE1OTEgMjQ5LjcyOTQzNyAKTCAxODMuMDYxMTM2IDI0OS43Mjk0MzcgCkwgMTgzLjA2MTEzNiAxNzguNzc0MjEyIApMIDE3Ni40NTE1OTEgMTc4Ljc3NDIxMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTgzLjA2MTEzNiAyNDkuNzI5NDM3IApMIDE4OS42NzA2ODIgMjQ5LjcyOTQzNyAKTCAxODkuNjcwNjgyIDk1LjY1NTIzNCAKTCAxODMuMDYxMTM2IDk1LjY1NTIzNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIxIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTg5LjY3MDY4MiAyNDkuNzI5NDM3IApMIDE5Ni4yODAyMjcgMjQ5LjcyOTQzNyAKTCAxOTYuMjgwMjI3IDk2LjA2MDY5MiAKTCAxODkuNjcwNjgyIDk2LjA2MDY5MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTk2LjI4MDIyNyAyNDkuNzI5NDM3IApMIDIwMi44ODk3NzMgMjQ5LjcyOTQzNyAKTCAyMDIuODg5NzczIDgxLjg2OTY0NyAKTCAxOTYuMjgwMjI3IDgxLjg2OTY0NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDIxNi4xMDg4NjQgMjQ5LjcyOTQzNyAKTCAyMjIuNzE4NDA5IDI0OS43Mjk0MzcgCkwgMjIyLjcxODQwOSAxNTYuODc5NDU3IApMIDIxNi4xMDg4NjQgMTU2Ljg3OTQ1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMjIyLjcxODQwOSAyNDkuNzI5NDM3IApMIDIyOS4zMjc5NTUgMjQ5LjcyOTQzNyAKTCAyMjkuMzI3OTU1IDk0LjQzODg1OSAKTCAyMjIuNzE4NDA5IDk0LjQzODg1OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMjI5LjMyNzk1NSAyNDkuNzI5NDM3IApMIDIzNS45Mzc1IDI0OS43Mjk0MzcgCkwgMjM1LjkzNzUgMTAyLjE0MjU2OSAKTCAyMjkuMzI3OTU1IDEwMi4xNDI1NjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDIzNS45Mzc1IDI0OS43Mjk0MzcgCkwgMjQyLjU0NzA0NSAyNDkuNzI5NDM3IApMIDI0Mi41NDcwNDUgMTAxLjMzMTY1MiAKTCAyMzUuOTM3NSAxMDEuMzMxNjUyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAyNDIuNTQ3MDQ1IDI0OS43Mjk0MzcgCkwgMjQ5LjE1NjU5MSAyNDkuNzI5NDM3IApMIDI0OS4xNTY1OTEgOTAuNzg5NzMzIApMIDI0Mi41NDcwNDUgOTAuNzg5NzMzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzAiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAyNDkuMTU2NTkxIDI0OS43Mjk0MzcgCkwgMjU1Ljc2NjEzNiAyNDkuNzI5NDM3IApMIDI1NS43NjYxMzYgMTYwLjkzNDA0MSAKTCAyNDkuMTU2NTkxIDE2MC45MzQwNDEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI1NS43NjYxMzYgMjQ5LjcyOTQzNyAKTCAyNjIuMzc1NjgyIDI0OS43Mjk0MzcgCkwgMjYyLjM3NTY4MiA4Ny4xNDA2MDcgCkwgMjU1Ljc2NjEzNiA4Ny4xNDA2MDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI2Mi4zNzU2ODIgMjQ5LjcyOTQzNyAKTCAyNjguOTg1MjI3IDI0OS43Mjk0MzcgCkwgMjY4Ljk4NTIyNyA4OC43NjI0NDEgCkwgMjYyLjM3NTY4MiA4OC43NjI0NDEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI2OC45ODUyMjcgMjQ5LjcyOTQzNyAKTCAyNzUuNTk0NzczIDI0OS43Mjk0MzcgCkwgMjc1LjU5NDc3MyA5My4yMjI0ODMgCkwgMjY4Ljk4NTIyNyA5My4yMjI0ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI3NS41OTQ3NzMgMjQ5LjcyOTQzNyAKTCAyODIuMjA0MzE4IDI0OS43Mjk0MzcgCkwgMjgyLjIwNDMxOCA4NS41MTg3NzMgCkwgMjc1LjU5NDc3MyA4NS41MTg3NzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNSI%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%2BCiAgIDxnIGlkPSJwYXRjaF8zNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI5NS40MjM0MDkgMjQ5LjcyOTQzNyAKTCAzMDIuMDMyOTU1IDI0OS43Mjk0MzcgCkwgMzAyLjAzMjk1NSA4Ny4xNDA2MDcgCkwgMjk1LjQyMzQwOSA4Ny4xNDA2MDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDMwMi4wMzI5NTUgMjQ5LjcyOTQzNyAKTCAzMDguNjQyNSAyNDkuNzI5NDM3IApMIDMwOC42NDI1IDQ1Ljc4Mzg0NyAKTCAzMDIuMDMyOTU1IDQ1Ljc4Mzg0NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzA4LjY0MjUgMjQ5LjcyOTQzNyAKTCAzMTUuMjUyMDQ1IDI0OS43Mjk0MzcgCkwgMzE1LjI1MjA0NSA2My4yMTg1NiAKTCAzMDguNjQyNSA2My4yMTg1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzE1LjI1MjA0NSAyNDkuNzI5NDM3IApMIDMyMS44NjE1OTEgMjQ5LjcyOTQzNyAKTCAzMjEuODYxNTkxIDQ5LjgzODQzMSAKTCAzMTUuMjUyMDQ1IDQ5LjgzODQzMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzQ4LjI5OTc3MyAyNDkuNzI5NDM3IApMIDM1NC45MDkzMTggMjQ5LjcyOTQzNyAKTCAzNTQuOTA5MzE4IDc3LjQwOTYwNSAKTCAzNDguMjk5NzczIDc3LjQwOTYwNSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzU0LjkwOTMxOCAyNDkuNzI5NDM3IApMIDM2MS41MTg4NjQgMjQ5LjcyOTQzNyAKTCAzNjEuNTE4ODY0IDc3LjgxNTA2MyAKTCAzNTQuOTA5MzE4IDc3LjgxNTA2MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzc0LjczNzk1NSAyNDkuNzI5NDM3IApMIDM4MS4zNDc1IDI0OS43Mjk0MzcgCkwgMzgxLjM0NzUgMTEzLjQ5NTQwNSAKTCAzNzQuNzM3OTU1IDExMy40OTU0MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDM4MS4zNDc1IDI0OS43Mjk0MzcgCkwgMzg3Ljk1NzA0NSAyNDkuNzI5NDM3IApMIDM4Ny45NTcwNDUgOTQuMDMzNCAKTCAzODEuMzQ3NSA5NC4wMzM0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAzODcuOTU3MDQ1IDI0OS43Mjk0MzcgCkwgMzk0LjU2NjU5MSAyNDkuNzI5NDM3IApMIDM5NC41NjY1OTEgMTA0LjE2OTg2MSAKTCAzODcuOTU3MDQ1IDEwNC4xNjk4NjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDM5NC41NjY1OTEgMjQ5LjcyOTQzNyAKTCA0MDEuMTc2MTM2IDI0OS43Mjk0MzcgCkwgNDAxLjE3NjEzNiAxMzQuOTg0NzAyIApMIDM5NC41NjY1OTEgMTM0Ljk4NDcwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNTQuMTc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDQxNy43IDI0OS43Mjk0MzcgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU1Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU2Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InBkNjc0YzUyZTEzIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNDI5NDM3IiB3aWR0aD0iMzYzLjUyNSIgeD0iNTQuMTc1IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50)&lt;/div&gt;\n",
+       "\n",
+       "    &lt;img 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h0XzIiPgogICAgICA8IS0tIDAuNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE4My44MjA0ODUgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMWVjNTFlZTQ2MSkiIGQ9Ik0gMjU4LjQxNDgzNSAyNDkuNzI5NDM3IApMIDI1OC40MTQ4MzUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1OC40MTQ4MzUiIHhsaW5rOmhyZWY9IiNtZjFiYjM5MzU0NyIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDAuNiAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjkuOTIzMzI3IiB4bGluazpocmVmPSIjbWYxYmIzOTM1NDciIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF80Ij4KICAgICAgPCEtLSAwLjggLS0%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA0MDEuNDMxODE4IDI0OS43Mjk0MzcgCkwgNDAxLjQzMTgxOCAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQwMS40MzE4MTgiIHhsaW5rOmhyZWY9IiNtZjFiYjM5MzU0NyIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDEuMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM5OC4zNDU5NiAyNzUuMTgyNTM2KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA1OS44IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAtMy41IDAgCiIgaWQ9Im0yNWJkYWM0MzZiIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTI1YmRhYzQzNmIiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDMuNzM5MDYyIDI1My4zNTI4NzUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMWVjNTFlZTQ2MSkiIGQ9Ik0gNTkuOCAyMDAuNjM0MDc3IApMIDQxNy43IDIwMC42MzQwNzcgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20yNWJkYWM0MzZiIiB5PSIyMDAuNjM0MDc3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gMTAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDIwNC4yNTc1MTQpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDU5LjggMTAyLjQ0MzM1NiAKTCA0MTcuNyAxMDIuNDQzMzU2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtMjViZGFjNDM2YiIgeT0iMTAyLjQ0MzM1NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzkiPgogICAgICA8IS0tIDMwMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDEwNi4wNjY3OTMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA1OS44IDUzLjM0Nzk5NSAKTCA0MTcuNyA1My4zNDc5OTUgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20yNWJkYWM0MzZiIiB5PSI1My4zNDc5OTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gNDAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDU2Ljk3MTQzMylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA3Ni4wNjgxODIgMjQ5LjcyOTQzNyAKTCA4NS4wMDY3NDMgMjQ5LjcyOTQzNyAKTCA4NS4wMDY3NDMgMjA2LjEzMjc1NyAKTCA3Ni4wNjgxODIgMjA2LjEzMjc1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA4NS4wMDY3NDMgMjQ5LjcyOTQzNyAKTCA4OC41ODIxNjggMjQ5LjcyOTQzNyAKTCA4OC41ODIxNjggMjQ4LjI1NjU3NiAKTCA4NS4wMDY3NDMgMjQ4LjI1NjU3NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA4OC41ODIxNjggMjQ5LjcyOTQzNyAKTCAxMzEuNDg3MjYzIDI0OS43Mjk0MzcgCkwgMTMxLjQ4NzI2MyAyMDkuNDIyMTQ2IApMIDg4LjU4MjE2OCAyMDkuNDIyMTQ2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDEzMS40ODcyNjMgMjQ5LjcyOTQzNyAKTCAxNDUuNzg4OTYxIDI0OS43Mjk0MzcgCkwgMTQ1Ljc4ODk2MSAyNDMuNTkyNTE3IApMIDEzMS40ODcyNjMgMjQzLjU5MjUxNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSAxNDUuNzg4OTYxIDI0OS43Mjk0MzcgCkwgMTcwLjgxNjkzMyAyNDkuNzI5NDM3IApMIDE3MC44MTY5MzMgMjM0LjY1NzE2MiAKTCAxNDUuNzg4OTYxIDIzNC42NTcxNjIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMWVjNTFlZTQ2MSkiIGQ9Ik0gMTcwLjgxNjkzMyAyNDkuNzI5NDM3IApMIDE3NC4zOTIzNTggMjQ5LjcyOTQzNyAKTCAxNzQuMzkyMzU4IDI0Mi45MDUxODIgCkwgMTcwLjgxNjkzMyAyNDIuOTA1MTgyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDE3NC4zOTIzNTggMjQ5LjcyOTQzNyAKTCAxNzcuOTY3NzgyIDI0OS43Mjk0MzcgCkwgMTc3Ljk2Nzc4MiAyMzcuODk3NDU1IApMIDE3NC4zOTIzNTggMjM3Ljg5NzQ1NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDIwNi41NzExNzkgMjQ5LjcyOTQzNyAKTCAyMTAuMTQ2NjAzIDI0OS43Mjk0MzcgCkwgMjEwLjE0NjYwMyAyNDUuMDY1Mzc4IApMIDIwNi41NzExNzkgMjQ1LjA2NTM3OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDIxNy4yOTc0NTMgMjQ5LjcyOTQzNyAKTCAyOTkuNTMyMjE4IDI0OS43Mjk0MzcgCkwgMjk5LjUzMjIxOCAyOC44OTg1MDUgCkwgMjE3LjI5NzQ1MyAyOC44OTg1MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDI5OS41MzIyMTggMjQ5LjcyOTQzNyAKTCAzNzEuMDQwNzA5IDI0OS43Mjk0MzcgCkwgMzcxLjA0MDcwOSAyNS41MTA5MjYgCkwgMjk5LjUzMjIxOCAyNS41MTA5MjYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDM3MS4wNDA3MDkgMjQ5LjcyOTQzNyAKTCA0MDEuNDMxODE4IDI0OS43Mjk0MzcgCkwgNDAxLjQzMTgxOCAxNzMuMTQwNjc1IApMIDM3MS4wNDA3MDkgMTczLjE0MDY3NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE4Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNDkuNzI5NDM3IApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE5Ij4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjQ5LjcyOTQzNyAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjAiPgogICAgPHBhdGggZD0iTSA1OS44IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIxIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwMWVjNTFlZTQ2MSI%2BCiAgIDxyZWN0IGhlaWdodD0iMjM1LjQyOTQzNyIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[0.09  0.115 0.125 0.245 0.285 ... 0.475 0.485 0.715 0.915 1.   ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
+       "\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;6163564864561409128-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.1&quot;&gt;\n",
+       "                0.1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                358\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.11&quot;&gt;\n",
+       "                0.11\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                335\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.74&quot;&gt;\n",
+       "                0.74\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                257\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.77&quot;&gt;\n",
+       "                0.77\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                252\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.84&quot;&gt;\n",
+       "                0.84\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                247\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.73&quot;&gt;\n",
+       "                0.73\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                246\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.37&quot;&gt;\n",
+       "                0.37\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                241\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.78&quot;&gt;\n",
+       "                0.78\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                241\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.82&quot;&gt;\n",
+       "                0.82\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                241\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.89&quot;&gt;\n",
+       "                0.89\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                237\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;other&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (82)&quot;&gt;\n",
+       "                Other values (82)\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                12344\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                82.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;6163564864561409128-extreme_values&quot;&gt;\n",
+       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.09&quot;&gt;\n",
+       "                0.09\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                195\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.1&quot;&gt;\n",
+       "                0.1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                358\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.11&quot;&gt;\n",
+       "                0.11\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                335\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:93.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.12&quot;&gt;\n",
+       "                0.12\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                30\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:8.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.13&quot;&gt;\n",
+       "                0.13\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                54\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:15.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "\n",
+       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
+       "                1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                111\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                0.7%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.99&quot;&gt;\n",
+       "                0.99\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                172\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:84.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.98&quot;&gt;\n",
+       "                0.98\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                183\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:90.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.97&quot;&gt;\n",
+       "                0.97\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                176\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.2%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:86.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.96&quot;&gt;\n",
+       "                0.96\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                203\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_time_spend_company&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;time_spend_company&quot;&gt;time_spend_company&lt;br/&gt;\n",
+       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;8&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.1%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats&quot;&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
+       "                    &lt;td&gt;3.498233216&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "                    &lt;td&gt;2&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "                    &lt;td&gt;10&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram8812944824756398614&quot;&gt;\n",
+       "    &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%2BCjwhRE9DVFlQRSBzdmcgUFVCTElDICItLy9XM0MvL0RURCBTVkcgMS4xLy9FTiIKICAiaHR0cDovL3d3dy53My5vcmcvR3JhcGhpY3MvU1ZHLzEuMS9EVEQvc3ZnMTEuZHRkIj4KPCEtLSBDcmVhdGVkIHdpdGggbWF0cGxvdGxpYiAoaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pIC0tPgo8c3ZnIGhlaWdodD0iMTA4cHQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDE0NCAxMDgiIHdpZHRoPSIxNDRwdCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI%2BCiA8ZGVmcz4KICA8c3R5bGUgdHlwZT0idGV4dC9jc3MiPgoqe3N0cm9rZS1saW5lY2FwOmJ1dHQ7c3Ryb2tlLWxpbmVqb2luOnJvdW5kO30KICA8L3N0eWxlPgogPC9kZWZzPgogPGcgaWQ9ImZpZ3VyZV8xIj4KICA8ZyBpZD0icGF0Y2hfMSI%2BCiAgIDxwYXRoIGQ9Ik0gMCAxMDggCkwgMTQ0IDEwOCAKTCAxNDQgMCAKTCAwIDAgCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogIDwvZz4KICA8ZyBpZD0iYXhlc18xIj4KICAgPGcgaWQ9InBhdGNoXzIiPgogICAgPHBhdGggZD0iTSAxNC4zIDc1LjQ3NDY4IApMIDEyOS43IDc1LjQ3NDY4IApMIDEyOS43IDEwLjggCkwgMTQuMyAxMC44IAp6CiIgc3R5bGU9ImZpbGw6I2ZmZmZmZjsiLz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzEiPgogICAgPGcgaWQ9Inh0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gNTguODg2MzY0IDc1LjQ3NDY4IApMIDU4Ljg4NjM2NCAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im1kZWFmNWY5NTViIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg1OC43NzYzMiA5My4yMTk4NzMpcm90YXRlKC00NSlzY2FsZSgwLjA4IC0wLjA4KSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gMTI0LjQ1NDU0NSA3NS40NzQ2OCAKTCAxMjQuNDU0NTQ1IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIxMjQuNDU0NTQ1IiB4bGluazpocmVmPSIjbWRlYWY1Zjk1NWIiIHk9Ijc1LjQ3NDY4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%2BCiAgICAgIDwhLS0gMTAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMi43NzE2MzEgOTYuMzY1NjE0KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDE5LjU0NTQ1NSA3NS40NzQ2OCAKTCAzMi42NTkwOTEgNzUuNDc0NjggCkwgMzIuNjU5MDkxIDQ0LjQ2MjExNCAKTCAxOS41NDU0NTUgNDQuNDYyMTE0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDMyLjY1OTA5MSA3NS40NzQ2OCAKTCA0NS43NzI3MjcgNzUuNDc0NjggCkwgNDUuNzcyNzI3IDEzLjg3OTc0NyAKTCAzMi42NTkwOTEgMTMuODc5NzQ3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDQ1Ljc3MjcyNyA3NS40NzQ2OCAKTCA1OC44ODYzNjQgNzUuNDc0NjggCkwgNTguODg2MzY0IDUxLjAyOTgxOCAKTCA0NS43NzI3MjcgNTEuMDI5ODE4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDU4Ljg4NjM2NCA3NS40NzQ2OCAKTCA3MiA3NS40NzQ2OCAKTCA3MiA2MS4zOTI4MzMgCkwgNTguODg2MzY0IDYxLjM5MjgzMyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkZTM5ODRjOTdhKSIgZD0iTSA3MiA3NS40NzQ2OCAKTCA4NS4xMTM2MzYgNzUuNDc0NjggCkwgODUuMTEzNjM2IDY4LjYxMDYxNiAKTCA3MiA2OC42MTA2MTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gODUuMTEzNjM2IDc1LjQ3NDY4IApMIDk4LjIyNzI3MyA3NS40NzQ2OCAKTCA5OC4yMjcyNzMgNzMuNjc3NDA0IApMIDg1LjExMzYzNiA3My42Nzc0MDQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gOTguMjI3MjczIDc1LjQ3NDY4IApMIDExMS4zNDA5MDkgNzUuNDc0NjggCkwgMTExLjM0MDkwOSA3My45MjU5NjQgCkwgOTguMjI3MjczIDczLjkyNTk2NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gMTExLjM0MDkwOSA3NS40NzQ2OCAKTCAxMjQuNDU0NTQ1IDc1LjQ3NDY4IApMIDEyNC40NTQ1NDUgNzMuNDI4ODQ1IApMIDExMS4zNDA5MDkgNzMuNDI4ODQ1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggZD0iTSAxNC4zIDc1LjQ3NDY4IApMIDE0LjMgMTAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gMTI5LjcgNzUuNDc0NjggCkwgMTI5LjcgMTAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEzIj4KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3NS40NzQ2OCAKTCAxMjkuNyA3NS40NzQ2OCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE0Ij4KICAgIDxwYXRoIGQ9Ik0gMTQuMyAxMC44IApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwZGUzOTg0Yzk3YSI%2BCiAgIDxyZWN0IGhlaWdodD0iNjQuNjc0NjgiIHdpZHRoPSIxMTUuNCIgeD0iMTQuMyIgeT0iMTAuOCIvPgogIDwvY2xpcFBhdGg%2BCiA8L2RlZnM%2BCjwvc3ZnPgo%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
+       "       data-target=&quot;#descriptives8812944824756398614,#minihistogram8812944824756398614&quot;\n",
+       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives8812944824756398614&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#8812944824756398614-statistics&quot;\n",
+       "                       aria-controls=&quot;8812944824756398614-statistics&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#8812944824756398614-histogram&quot;\n",
+       "                       aria-controls=&quot;8812944824756398614-histogram&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#8812944824756398614-frequency_table&quot;\n",
+       "                       aria-controls=&quot;8812944824756398614-frequency_table&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#8812944824756398614-extreme_values&quot;\n",
+       "                       aria-controls=&quot;8812944824756398614-extreme_values&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;8812944824756398614-statistics&quot;&gt;\n",
+       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
+       "            &lt;td&gt;2&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;2&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q1&lt;/th&gt;\n",
+       "            &lt;td&gt;3&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Median&lt;/th&gt;\n",
+       "            &lt;td&gt;3&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Q3&lt;/th&gt;\n",
+       "            &lt;td&gt;4&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
+       "            &lt;td&gt;6&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
+       "            &lt;td&gt;10&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Range&lt;/th&gt;\n",
+       "            &lt;td&gt;8&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
+       "            &lt;td&gt;1&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "    &lt;/div&gt;\n",
+       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
+       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
+       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
+       "            &lt;td&gt;1.460136231&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
+       "            &lt;td&gt;0.417392478&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
+       "            &lt;td&gt;4.773210725&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Mean&lt;/th&gt;\n",
+       "            &lt;td&gt;3.498233216&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;MAD&lt;/th&gt;\n",
+       "            &lt;td&gt;1.076123096&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
+       "            &lt;td&gt;1.853319047&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Sum&lt;/th&gt;\n",
+       "            &lt;td&gt;52470&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Variance&lt;/th&gt;\n",
+       "            &lt;td&gt;2.131997812&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
+       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;8812944824756398614-histogram&quot;&gt;\n",
+       "                    &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%2BCjwhRE9DVFlQRSBzdmcgUFVCTElDICItLy9XM0MvL0RURCBTVkcgMS4xLy9FTiIKICAiaHR0cDovL3d3dy53My5vcmcvR3JhcGhpY3MvU1ZHLzEuMS9EVEQvc3ZnMTEuZHRkIj4KPCEtLSBDcmVhdGVkIHdpdGggbWF0cGxvdGxpYiAoaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pIC0tPgo8c3ZnIGhlaWdodD0iMjg4cHQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDQzMiAyODgiIHdpZHRoPSI0MzJwdCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI%2BCiA8ZGVmcz4KICA8c3R5bGUgdHlwZT0idGV4dC9jc3MiPgoqe3N0cm9rZS1saW5lY2FwOmJ1dHQ7c3Ryb2tlLWxpbmVqb2luOnJvdW5kO30KICA8L3N0eWxlPgogPC9kZWZzPgogPGcgaWQ9ImZpZ3VyZV8xIj4KICA8ZyBpZD0icGF0Y2hfMSI%2BCiAgIDxwYXRoIGQ9Ik0gMCAyODggCkwgNDMyIDI4OCAKTCA0MzIgMCAKTCAwIDAgCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogIDwvZz4KICA8ZyBpZD0iYXhlc18xIj4KICAgPGcgaWQ9InBhdGNoXzIiPgogICAgPHBhdGggZD0iTSA1OS44IDI1MS42NzM5ODEgCkwgNDE3LjcgMjUxLjY3Mzk4MSAKTCA0MTcuNyAxNC4zIApMIDU5LjggMTQuMyAKegoiIHN0eWxlPSJmaWxsOiNlNWU1ZTU7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4KICAgIDxnIGlkPSJ4dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDc2LjA2ODE4MiAyNTEuNjczOTgxIApMIDc2LjA2ODE4MiAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im1hYjg4YjMwYmI3IiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI3Ni4wNjgxODIiIHhsaW5rOmhyZWY9IiNtYWI4OGIzMGJiNyIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEiPgogICAgICA8IS0tIDIgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA1LjAzMTI1IDAgCkwgNS4wMzEyNSA2LjIwMzEyNSAKUSA3LjUxNTYyNSAxMS45MjE4NzUgMTEuMTA5Mzc1IDE2LjI4MTI1IApRIDE0LjcwMzEyNSAyMC42NTYyNSAxOC42NTYyNSAyNC4xODc1IApRIDIyLjYwOTM3NSAyNy43MzQzNzUgMjYuNDg0Mzc1IDMwLjc2NTYyNSAKUSAzMC4zNzUgMzMuNzk2ODc1IDMzLjUgMzYuODEyNSAKUSAzNi42MjUgMzkuODQzNzUgMzguNTQ2ODc1IDQzLjE1NjI1IApRIDQwLjQ4NDM3NSA0Ni40ODQzNzUgNDAuNDg0Mzc1IDUwLjY4NzUgClEgNDAuNDg0Mzc1IDU2LjM0Mzc1IDM3LjE1NjI1IDU5LjQ2ODc1IApRIDMzLjg0Mzc1IDYyLjU5Mzc1IDI3LjkzNzUgNjIuNTkzNzUgClEgMjIuMzEyNSA2Mi41OTM3NSAxOC42NzE4NzUgNTkuNTQ2ODc1IApRIDE1LjA0Njg3NSA1Ni41IDE0LjQwNjI1IDUwLjk4NDM3NSAKTCA1LjQyMTg3NSA1MS44MTI1IApRIDYuMzkwNjI1IDYwLjA2MjUgMTIuNDIxODc1IDY0LjkzNzUgClEgMTguNDUzMTI1IDY5LjgyODEyNSAyNy45Mzc1IDY5LjgyODEyNSAKUSAzOC4zMjgxMjUgNjkuODI4MTI1IDQzLjkyMTg3NSA2NC45MjE4NzUgClEgNDkuNTE1NjI1IDYwLjAxNTYyNSA0OS41MTU2MjUgNTAuOTg0Mzc1IApRIDQ5LjUxNTYyNSA0Ni45Njg3NSA0Ny42NzE4NzUgNDMuMDE1NjI1IApRIDQ1Ljg0Mzc1IDM5LjA2MjUgNDIuMjM0Mzc1IDM1LjEwOTM3NSAKUSAzOC42MjUgMzEuMTU2MjUgMjguNDIxODc1IDIyLjg1OTM3NSAKUSAyMi43OTY4NzUgMTguMjY1NjI1IDE5LjQ2ODc1IDE0LjU3ODEyNSAKUSAxNi4xNTYyNSAxMC44OTA2MjUgMTQuNzAzMTI1IDcuNDY4NzUgCkwgNTAuNTkzNzUgNy40Njg3NSAKTCA1MC41OTM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDc1LjkzMDYyNyAyNzEuMjMwNDcyKXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSAxMTYuNzM4NjM2IDI1MS42NzM5ODEgCkwgMTE2LjczODYzNiAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTE2LjczODYzNiIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%2BCiAgICAgIDwhLS0gMyAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSAxNTcuNDA5MDkxIDI1MS42NzM5ODEgCkwgMTU3LjQwOTA5MSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTU3LjQwOTA5MSIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE1Ny4yNzE1MzcgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMTk4LjA3OTU0NSAyNTEuNjczOTgxIApMIDE5OC4wNzk1NDUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjE5OC4wNzk1NDUiIHhsaW5rOmhyZWY9IiNtYWI4OGIzMGJiNyIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIDUgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE5Ny45NDE5OTEgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMjM4Ljc1IDI1MS42NzM5ODEgCkwgMjM4Ljc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIzOC42MTI0NDYgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDI3OS40MjA0NTUgMjUxLjY3Mzk4MSAKTCAyNzkuNDIwNDU1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjc5LjQyMDQ1NSIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%2BCiAgICAgIDwhLS0gNyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNzkuMjgyOSAyNzEuMjMwNDcyKXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMzIwLjA5MDkwOSAyNTEuNjczOTgxIApMIDMyMC4wOTA5MDkgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMxOS45NTMzNTUgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDM2MC43NjEzNjQgMjUxLjY3Mzk4MSAKTCAzNjAuNzYxMzY0IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzYwLjc2MTM2NCIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gOSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNjAuNjIzODA5IDI3MS4yMzA0NzIpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja185Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSA0MDEuNDMxODE4IDI1MS42NzM5ODEgCkwgNDAxLjQzMTgxOCAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQwMS40MzE4MTgiIHhsaW5rOmhyZWY9IiNtYWI4OGIzMGJiNyIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%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%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjAiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTU3MmExMTg1MDIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNTcyYTExODUwMiIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDMuNzM5MDYyIDI1NS4yOTc0MTgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAyMTYuNTg2MjE4IApMIDQxNy43IDIxNi41ODYyMTggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIyMTYuNTg2MjE4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIDEwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAyMjAuMjA5NjU1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAxODEuNDk4NDU1IApMIDQxNy43IDE4MS40OTg0NTUgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIxODEuNDk4NDU1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTIiPgogICAgICA8IS0tIDIwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxODUuMTIxODkyKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAxNDYuNDEwNjkxIApMIDQxNy43IDE0Ni40MTA2OTEgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIxNDYuNDEwNjkxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIDMwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxNTAuMDM0MTI5KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAxMTEuMzIyOTI4IApMIDQxNy43IDExMS4zMjI5MjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIxMTEuMzIyOTI4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIDQwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxMTQuOTQ2MzY2KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCA3Ni4yMzUxNjUgCkwgNDE3LjcgNzYuMjM1MTY1IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNTcyYTExODUwMiIgeT0iNzYuMjM1MTY1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTUiPgogICAgICA8IS0tIDUwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSA3OS44NTg2MDMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja183Ij4KICAgICA8ZyBpZD0ibGluZTJkXzMxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSA1OS44IDQxLjE0NzQwMiAKTCA0MTcuNyA0MS4xNDc0MDIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSI0MS4xNDc0MDIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgIDwhLS0gNjAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDQ0Ljc3MDgzOSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSA3Ni4wNjgxODIgMjUxLjY3Mzk4MSAKTCAxMTYuNzM4NjM2IDI1MS42NzM5ODEgCkwgMTE2LjczODYzNiAxMzcuODQ5Mjc3IApMIDc2LjA2ODE4MiAxMzcuODQ5Mjc3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDExNi43Mzg2MzYgMjUxLjY3Mzk4MSAKTCAxNTcuNDA5MDkxIDI1MS42NzM5ODEgCkwgMTU3LjQwOTA5MSAyNS42MDM1MjMgCkwgMTE2LjczODYzNiAyNS42MDM1MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMTU3LjQwOTA5MSAyNTEuNjczOTgxIApMIDE5OC4wNzk1NDUgMjUxLjY3Mzk4MSAKTCAxOTguMDc5NTQ1IDE2MS45NTQ1NzEgCkwgMTU3LjQwOTA5MSAxNjEuOTU0NTcxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDE5OC4wNzk1NDUgMjUxLjY3Mzk4MSAKTCAyMzguNzUgMjUxLjY3Mzk4MSAKTCAyMzguNzUgMTk5Ljk4OTcwNiAKTCAxOTguMDc5NTQ1IDE5OS45ODk3MDYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMjM4Ljc1IDI1MS42NzM5ODEgCkwgMjc5LjQyMDQ1NSAyNTEuNjczOTgxIApMIDI3OS40MjA0NTUgMjI2LjQ4MDk2NyAKTCAyMzguNzUgMjI2LjQ4MDk2NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSAyNzkuNDIwNDU1IDI1MS42NzM5ODEgCkwgMzIwLjA5MDkwOSAyNTEuNjczOTgxIApMIDMyMC4wOTA5MDkgMjQ1LjA3NzQ4MSAKTCAyNzkuNDIwNDU1IDI0NS4wNzc0ODEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzExIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNTEuNjczOTgxIApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjUxLjY3Mzk4MSAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTMiPgogICAgPHBhdGggZD0iTSA1OS44IDI1MS42NzM5ODEgCkwgNDE3LjcgMjUxLjY3Mzk4MSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE0Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwODM4OWYzODNkMyI%2BCiAgIDxyZWN0IGhlaWdodD0iMjM3LjM3Mzk4MSIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=8)&lt;/div&gt;\n",
+       "\n",
+       "    &lt;img 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NjI1IApRIDQxLjkzNzUgMzYuNzY1NjI1IDM0LjkwNjI1IDM1LjI5Njg3NSAKTCAzNC45MDYyNSAzNS4xMDkzNzUgClEgNDIuNjI1IDM0LjI4MTI1IDQ2LjkyMTg3NSAyOS45Mzc1IApRIDUxLjIxODc1IDI1LjU5Mzc1IDUxLjIxODc1IDE5IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMS4zMzExOTYgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMTYxLjUgMjUxLjY3Mzk4MSAKTCAxNjEuNSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTYxLjUiIHhsaW5rOmhyZWY9IiNtYzA1YTNiNzc3ZCIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDQgLS0%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjEuMzYyNDQ2IDI3MS4yMzA0NzIpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDIwMS41MzEyNSAyNTEuNjczOTgxIApMIDIwMS41MzEyNSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%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%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNDEuNTYyNSIgeGxpbms6aHJlZj0iI21jMDVhM2I3NzdkIiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNSI%2BCiAgICAgIDwhLS0gNiAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyODEuNTkzNzUiIHhsaW5rOmhyZWY9IiNtYzA1YTNiNzc3ZCIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIDcgLS0%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMzIxLjYyNSAyNTEuNjczOTgxIApMIDMyMS42MjUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjEuNjI1IiB4bGluazpocmVmPSIjbWMwNWEzYjc3N2QiIHk9IjI1MS42NzM5ODEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF83Ij4KICAgICAgPCEtLSA4IC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gNTEuMjY1NjI1IDE5LjE4NzUgClEgNTEuMjY1NjI1IDkuNjcxODc1IDQ1LjIwMzEyNSA0LjM0Mzc1IApRIDM5LjE1NjI1IC0wLjk4NDM3NSAyNy44MjgxMjUgLTAuOTg0Mzc1IApRIDE2Ljc5Njg3NSAtMC45ODQzNzUgMTAuNTYyNSA0LjIzNDM3NSAKUSA0LjM0Mzc1IDkuNDY4NzUgNC4zNDM3NSAxOS4wOTM3NSAKUSA0LjM0Mzc1IDI1LjgyODEyNSA4LjIwMzEyNSAzMC40MjE4NzUgClEgMTIuMDYyNSAzNS4wMTU2MjUgMTguMDYyNSAzNS45ODQzNzUgCkwgMTguMDYyNSAzNi4xODc1IApRIDEyLjQ1MzEyNSAzNy41IDkuMjAzMTI1IDQxLjg5MDYyNSAKUSA1Ljk1MzEyNSA0Ni4yOTY4NzUgNS45NTMxMjUgNTIuMjAzMTI1IApRIDUuOTUzMTI1IDYwLjA2MjUgMTEuODI4MTI1IDY0LjkzNzUgClEgMTcuNzE4NzUgNjkuODI4MTI1IDI3LjY0MDYyNSA2OS44MjgxMjUgClEgMzcuNzk2ODc1IDY5LjgyODEyNSA0My42NzE4NzUgNjUuMDMxMjUgClEgNDkuNTYyNSA2MC4yNSA0OS41NjI1IDUyLjA5Mzc1IApRIDQ5LjU2MjUgNDYuMTg3NSA0Ni4yODEyNSA0MS43OTY4NzUgClEgNDMuMDE1NjI1IDM3LjQwNjI1IDM3LjM1OTM3NSAzNi4yODEyNSAKTCAzNy4zNTkzNzUgMzYuMDc4MTI1IApRIDQzLjk1MzEyNSAzNS4wMTU2MjUgNDcuNjA5Mzc1IDMwLjUgClEgNTEuMjY1NjI1IDI1Ljk4NDM3NSA1MS4yNjU2MjUgMTkuMTg3NSAKegpNIDQwLjQzNzUgNTEuNjA5Mzc1IApRIDQwLjQzNzUgNjMuMjgxMjUgMjcuNjQwNjI1IDYzLjI4MTI1IApRIDIxLjQzNzUgNjMuMjgxMjUgMTguMTg3NSA2MC4zNDM3NSAKUSAxNC45Mzc1IDU3LjQyMTg3NSAxNC45Mzc1IDUxLjYwOTM3NSAKUSAxNC45Mzc1IDQ1LjcwMzEyNSAxOC4yODEyNSA0Mi41OTM3NSAKUSAyMS42MjUgMzkuNSAyNy43MzQzNzUgMzkuNSAKUSAzMy45Mzc1IDM5LjUgMzcuMTg3NSA0Mi4zNTkzNzUgClEgNDAuNDM3NSA0NS4yMTg3NSA0MC40Mzc1IDUxLjYwOTM3NSAKegpNIDQyLjE0MDYyNSAyMC4wMTU2MjUgClEgNDIuMTQwNjI1IDI2LjQyMTg3NSAzOC4zMjgxMjUgMjkuNjU2MjUgClEgMzQuNTE1NjI1IDMyLjkwNjI1IDI3LjY0MDYyNSAzMi45MDYyNSAKUSAyMC45NTMxMjUgMzIuOTA2MjUgMTcuMTg3NSAyOS40MDYyNSAKUSAxMy40MjE4NzUgMjUuOTIxODc1IDEzLjQyMTg3NSAxOS44MjgxMjUgClEgMTMuNDIxODc1IDUuNjA5Mzc1IDI3LjkzNzUgNS42MDkzNzUgClEgMzUuMTA5Mzc1IDUuNjA5Mzc1IDM4LjYyNSA5LjA0Njg3NSAKUSA0Mi4xNDA2MjUgMTIuNSA0Mi4xNDA2MjUgMjAuMDE1NjI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyMS40ODc0NDYgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDM2MS42NTYyNSAyNTEuNjczOTgxIApMIDM2MS42NTYyNSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM2MS42NTYyNSIgeGxpbms6aHJlZj0iI21jMDVhM2I3NzdkIiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gOSAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjY4NzUiIHhsaW5rOmhyZWY9IiNtYzA1YTNiNzc3ZCIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtYmY5ZTQ5NzUyYiIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjUuNDI1IiB4bGluazpocmVmPSIjbWJmOWU0OTc1MmIiIHk9IjI1MS42NzM5ODEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ5LjM2NDA2MiAyNTUuMjk3NDE4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDY1LjQyNSAyMDQuOTk4OTYxIApMIDQxNy43IDIwNC45OTg5NjEgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjUuNDI1IiB4bGluazpocmVmPSIjbWJmOWU0OTc1MmIiIHk9IjIwNC45OTg5NjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gMjAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyLjY4MTI1IDIwOC42MjIzOTkpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YmUyNDA3YzI1KSIgZD0iTSA2NS40MjUgMTU4LjMyMzk0MSAKTCA0MTcuNyAxNTguMzIzOTQxIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY1LjQyNSIgeGxpbms6aHJlZj0iI21iZjllNDk3NTJiIiB5PSIxNTguMzIzOTQxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTIiPgogICAgICA8IS0tIDQwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMi42ODEyNSAxNjEuOTQ3Mzc5KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gNjUuNDI1IDExMS42NDg5MjIgCkwgNDE3LjcgMTExLjY0ODkyMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2NS40MjUiIHhsaW5rOmhyZWY9IiNtYmY5ZTQ5NzUyYiIgeT0iMTExLjY0ODkyMiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSA2MDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzIuNjgxMjUgMTE1LjI3MjM1OSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDY1LjQyNSA2NC45NzM5MDIgCkwgNDE3LjcgNjQuOTczOTAyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY1LjQyNSIgeGxpbms6aHJlZj0iI21iZjllNDk3NTJiIiB5PSI2NC45NzM5MDIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNCI%2BCiAgICAgIDwhLS0gODAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyLjY4MTI1IDY4LjU5NzM0KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gNjUuNDI1IDE4LjI5ODg4MiAKTCA0MTcuNyAxOC4yOTg4ODIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjUuNDI1IiB4bGluazpocmVmPSIjbWJmOWU0OTc1MmIiIHk9IjE4LjI5ODg4MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE1Ij4KICAgICAgPCEtLSAxMDAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjEyMDMxMiAyMS45MjIzMilzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%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%2BCiAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTcwIi8%2BCiAgICAgIDx1c2UgeD0iNjEuMDgzOTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgIDx1c2UgeD0iOTQuMzg0NzY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgIDx1c2UgeD0iMTUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICA8dXNlIHg9IjI2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDgxLjQzNzUgMjUxLjY3Mzk4MSAKTCAxNDEuNDg0Mzc1IDI1MS42NzM5ODEgCkwgMTQxLjQ4NDM3NSAyNS42MDM1MjMgCkwgODEuNDM3NSAyNS42MDM1MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMTQxLjQ4NDM3NSAyNTEuNjczOTgxIApMIDE4MS41MTU2MjUgMjUxLjY3Mzk4MSAKTCAxODEuNTE1NjI1IDE5MS45OTk5NjggCkwgMTQxLjQ4NDM3NSAxOTEuOTk5OTY4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDE4MS41MTU2MjUgMjUxLjY3Mzk4MSAKTCAyMjEuNTQ2ODc1IDI1MS42NzM5ODEgCkwgMjIxLjU0Njg3NSAyMTcuMjk3ODI5IApMIDE4MS41MTU2MjUgMjE3LjI5NzgyOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YmUyNDA3YzI1KSIgZD0iTSAyMjEuNTQ2ODc1IDI1MS42NzM5ODEgCkwgMjYxLjU3ODEyNSAyNTEuNjczOTgxIApMIDI2MS41NzgxMjUgMjM0LjkxNzY0OSAKTCAyMjEuNTQ2ODc1IDIzNC45MTc2NDkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMjYxLjU3ODEyNSAyNTEuNjczOTgxIApMIDMwMS42MDkzNzUgMjUxLjY3Mzk4MSAKTCAzMDEuNjA5Mzc1IDI0Ny4yODY1MjkgCkwgMjYxLjU3ODEyNSAyNDcuMjg2NTI5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDMwMS42MDkzNzUgMjUxLjY3Mzk4MSAKTCAzNjEuNjU2MjUgMjUxLjY3Mzk4MSAKTCAzNjEuNjU2MjUgMjQ3Ljg5MzMwNCAKTCAzMDEuNjA5Mzc1IDI0Ny44OTMzMDQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMzYxLjY1NjI1IDI1MS42NzM5ODEgCkwgNDAxLjY4NzUgMjUxLjY3Mzk4MSAKTCA0MDEuNjg3NSAyNDYuNjc5NzU0IApMIDM2MS42NTYyNSAyNDYuNjc5NzU0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTAiPgogICAgPHBhdGggZD0iTSA2NS40MjUgMjUxLjY3Mzk4MSAKTCA2NS40MjUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
+       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[ 2.   3.5  4.5  5.5  6.5  7.5  9.  10. ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
+       "\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;8812944824756398614-frequency_table&quot;&gt;\n",
+       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
+       "                3\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                6443\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                43.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
+       "                2\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                3244\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                21.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:50.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
+       "                4\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2557\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                17.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:39.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
+       "                5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1473\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                9.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:22.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                718\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:11.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;10&quot;&gt;\n",
+       "                10\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                214\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
+       "                7\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                188\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n",
+       "                8\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                162\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;8812944824756398614-extreme_values&quot;&gt;\n",
+       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
+       "                2\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                3244\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                21.6%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:50.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
+       "                3\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                6443\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                43.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
+       "                4\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2557\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                17.0%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:39.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
+       "                5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1473\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                9.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:22.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                718\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:11.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "\n",
+       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
+       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;10&quot;&gt;\n",
+       "                10\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                214\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.4%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:14.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n",
+       "                8\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                162\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.1%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:11.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
+       "                7\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                188\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1.3%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:12.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
+       "                6\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                718\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                4.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:48.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
+       "                5\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                1473\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                9.8%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_Work_accident&quot;&gt;&lt;/a&gt;\n",
+       "&lt;div class=&quot;row variable&quot;&gt;\n",
+       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
+       "        &lt;p class=&quot;h4&quot; title=&quot;Work_accident&quot;&gt;Work_accident&lt;br/&gt;\n",
+       "            &lt;small&gt;Boolean&lt;/small&gt;\n",
+       "        &lt;/p&gt;\n",
+       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "    &lt;div class=&quot;row&quot;&gt;\n",
+       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
+       "            &lt;table class=&quot;stats &quot;&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
+       "                    &lt;td&gt;2&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr&gt;\n",
+       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "                &lt;tr class=&quot;&quot;&gt;\n",
+       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
+       "                    &lt;td&gt;0&lt;/td&gt;\n",
+       "                &lt;/tr&gt;\n",
+       "            &lt;/table&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minifreqtable-1477055286994865185&quot;&gt;\n",
+       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;0&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:100.0%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 85.5%&quot;&gt;\n",
+       "                            12830\n",
+       "                    &lt;/div&gt;\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "            &lt;tr class=&quot;&quot;&gt;\n",
+       "                &lt;th&gt;1&lt;/th&gt;\n",
+       "                &lt;td&gt;\n",
+       "                    &lt;div class=&quot;bar&quot;\n",
+       "                         style=&quot;width:16.9%&quot;\n",
+       "                         data-toggle=&quot;tooltip&quot;\n",
+       "                         data-placement=&quot;right&quot;\n",
+       "                         data-html=&quot;true&quot;\n",
+       "                         data-delay=500\n",
+       "                         title=&quot;Percentage: 14.5%&quot;&gt;\n",
+       "                            &amp;nbsp;\n",
+       "                    &lt;/div&gt;\n",
+       "                        2169\n",
+       "                &lt;/td&gt;\n",
+       "            &lt;/tr&gt;\n",
+       "    &lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
+       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#freqtable-1477055286994865185, #minifreqtable-1477055286994865185&quot;\n",
+       "        aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
+       "        Toggle details\n",
+       "    &lt;/a&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;div class=&quot;col-sm-12 extrapadding collapse&quot; id=&quot;freqtable-1477055286994865185&quot;&gt;\n",
+       "    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
+       "    &lt;thead&gt;\n",
+       "        &lt;tr&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
+       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/thead&gt;\n",
+       "    &lt;tbody&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0&quot;&gt;\n",
+       "                0\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                12830\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                85.5%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "        &lt;tr class=&quot;&quot;&gt;\n",
+       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
+       "                1\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                2169\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;number&quot;&gt;\n",
+       "                14.5%\n",
+       "            &lt;/td&gt;\n",
+       "            &lt;td class=&quot;bartd&quot;&gt;\n",
+       "                &lt;div class=&quot;bar&quot; style=&quot;width:16.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
+       "            &lt;/td&gt;\n",
+       "        &lt;/tr&gt;\n",
+       "    &lt;/tbody&gt;\n",
+       "&lt;/table&gt;\n",
+       "&lt;/div&gt;\n",
+       "&lt;/div&gt;\n",
+       "    &lt;div class=&quot;row header&quot;&gt;\n",
+       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;correlations&quot;&gt;&lt;/a&gt;\n",
+       "        &lt;h1 class=&quot;page-header&quot;&gt;Correlations&lt;/h1&gt;\n",
+       "    &lt;/div&gt;\n",
+       "        &lt;div class=&quot;row variable&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#correlations-pearson&quot;\n",
+       "                       aria-controls=&quot;correlations-pearson&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Pearson&#x27;s r&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#correlations-spearman&quot;\n",
+       "                       aria-controls=&quot;correlations-spearman&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Spearman&#x27;s &amp;rho;&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#correlations-kendall&quot;\n",
+       "                       aria-controls=&quot;correlations-kendall&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Kendall&#x27;s &amp;tau;&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#correlations-phi_k&quot;\n",
+       "                       aria-controls=&quot;correlations-phi_k&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Phik (&amp;phi;&lt;sub&gt;&lt;em&gt;k&lt;/em&gt;&lt;/sub&gt;)&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#correlations-cramers&quot;\n",
+       "                       aria-controls=&quot;correlations-cramers&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Cramér&#x27;s V (&amp;phi;&lt;sub&gt;&lt;em&gt;c&lt;/em&gt;&lt;/sub&gt;)&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#correlations-recoded&quot;\n",
+       "                       aria-controls=&quot;correlations-recoded&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Recoded&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;correlations-pearson&quot;&gt;\n",
+       "                    &lt;img 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QUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBb1pOYmNBQUFJQUJKUkVGVUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFB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%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjc2LjQ4IDQ2MC44IApMIDI3Ni40OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDAgMy41IAoiIGlkPSJtNjBkMzFiZTIzZSIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjc2LjQ4IiB4bGluazpocmVmPSIjbTYwZDMxYmUyM2UiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%2BCiAgICAgIDwhLS0gYXZlcmFnZV9tb250bHlfaG91cnMgLS0%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%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%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%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%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%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%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNzkuMDY1OTM4IDU3My4wMjAzMTIpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2Ny4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18yIj4KICAgICA8ZyBpZD0ibGluZTJkXzMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDMyNS40NCA0NjAuOCAKTCAzMjUuNDQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjUuNDQiIHhsaW5rOmhyZWY9IiNtNjBkMzFiZTIzZSIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA2LjY4NzUgNjQuMDYyNSAKTCA2LjY4NzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDcyLjQ2ODc1IApMIDE1LjQ4NDM3NSA2NC4wNjI1IAp6Ck0gNi42ODc1IDAgCkwgNi42ODc1IDUyLjgyODEyNSAKTCAxNS40ODQzNzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMjguMDI1OTM4IDUzOC4wMDkzNzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMzc0LjQgNDYwLjggCkwgMzc0LjQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzNzQuNCIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMzM5LjA2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjUzOS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDYiLz4KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MTcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjY3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gNDIzLjM2IDQ2MC44IApMIDQyMy4zNiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQyMy4zNiIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIHByb21vdGlvbl9sYXN0XzV5ZWFycyAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gNDcyLjMyIDQ2MC44IApMIDQ3Mi4zMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzQuOTA1OTM4IDQ4Ny40MjE4NzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSA1MjEuMjggNDYwLjggCkwgNTIxLjI4IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjUyMS4yOCIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHNhdGlzZmFjdGlvbl9sZXZlbCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDIiLz4KICAgICAgIDx1c2UgeD0iMjMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI0NDQuNjI4OTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yNDQxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NTUuODU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjU3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSI2ODMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjczOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja183Ij4KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSA1NzAuMjQgNDYwLjggCkwgNTcwLjI0IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU3MC4yNCIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIHRpbWVfc3BlbmRfY29tcGFueSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSA2MTkuMiA0NjAuOCAKTCA2MTkuMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2MTkuMiIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIFdvcmtfYWNjaWRlbnQgLS0%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%2BCiAgICAgICA8dXNlIHg9Ijk0LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDkuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgIDx1c2UgeD0iMjMzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OC45MDAzOTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzk0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjQ0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNDY2LjczMjQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MjIuMzQ3NjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjU3Ny45NjI4OTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjMzLjU3ODEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDkzLjYgCkwgNjQzLjY4IDkzLjYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtNDFmMGRkNjcwZCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTQxZjBkZDY3MGQiIHk9IjkzLjYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS43Nzk2ODggOTcuMjIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDI1MiAxNDIuNTYgCkwgNjQzLjY4IDE0Mi41NiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMTQyLjU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NC43OTA2MjUgMTQ2LjE4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDI1MiAxOTEuNTIgCkwgNjQzLjY4IDE5MS41MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMTkxLjUyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIG51bWJlcl9wcm9qZWN0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTcyLjAyMzQzOCAxOTUuMTQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSAyNTIgMjQwLjQ4IApMIDY0My42OCAyNDAuNDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTQxZjBkZDY3MGQiIHk9IjI0MC40OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNDAuMzQwNjI1IDI0NC4xMDM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDI1MiAyODkuNDQgCkwgNjQzLjY4IDI4OS40NCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMjg5LjQ0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIHF1aXQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMjUuMzc4MTI1IDI5My4wNjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDMzOC40IApMIDY0My42OCAzMzguNCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMzM4LjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNCI%2BCiAgICAgIDwhLS0gc2F0aXNmYWN0aW9uX2xldmVsIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTY1LjM1MTU2MyAzNDIuMDIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDM4Ny4zNiAKTCA2NDMuNjggMzg3LjM2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI200MWYwZGQ2NzBkIiB5PSIzODcuMzYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNSI%2BCiAgICAgIDwhLS0gdGltZV9zcGVuZF9jb21wYW55IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQzLjY3MDMxMyAzOTAuOTgzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjcuNzgzMjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zMDA3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMzUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU3Mi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2MjIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjY3OC4yMjI2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNzYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDQzNi4zMiAKTCA2NDMuNjggNDM2LjMyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI200MWYwZGQ2NzBkIiB5PSI0MzYuMzIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NS4zNjcxODggNDM5Ljk0MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfOSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMy41IDAgCiIgaWQ9Im02YzBmZDQ3NzdmIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTZjMGZkNDc3N2YiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTciPgogICAgICA8IS0tIOKIkjEuMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA0LjkzNzUgMjkuNjg3NSAKTCA0LjkzNzUgMzYuODEyNSAKTCA1My41MTU2MjUgMzYuODEyNSAKTCA1My41MTU2MjUgMjkuNjg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQ2NC40MjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSI0MTEuODQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOCI%2BCiAgICAgIDwhLS0g4oiSMC43NSAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQxNS40NjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSIzNjIuODgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOSI%2BCiAgICAgIDwhLS0g4oiSMC41MCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMzY2LjUwMzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODcyMiIvPgogICAgICAgPHVzZSB4PSI1OC4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTQuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iMTQxLjc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjE5Ny40MTIxMDkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzEyIj4KICAgICA8ZyBpZD0ibGluZTJkXzM2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTZjMGZkNDc3N2YiIHk9IjMxMy45MiIvPgogICAgICA8L2c%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDMxNy41NDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNyI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSIyNjQuOTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMSI%2BCiAgICAgIDwhLS0gMC4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMjY4LjU4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTQiPgogICAgIDxnIGlkPSJsaW5lMmRfMzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtNmMwZmQ0Nzc3ZiIgeT0iMjE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjIiPgogICAgICA8IS0tIDAuMjUgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDIxOS42MjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE1Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM5Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTZjMGZkNDc3N2YiIHk9IjE2Ny4wNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIzIj4KICAgICAgPCEtLSAwLjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCAxNzAuNjYzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80MCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSIxMTguMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNCI%2BCiAgICAgIDwhLS0gMC43NSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTIxLjcwMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTciPgogICAgIDxnIGlkPSJsaW5lMmRfNDEiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtNmMwZmQ0Nzc3ZiIgeT0iNjkuMTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNSI%2BCiAgICAgIDwhLS0gMS4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgNzIuNzQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwY2ZiZjA5MDRiNSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InAwMjljYTM5ZjJkIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Pearson&#x27;s r&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-spearman&quot;&gt;\n",
+       "                    &lt;img 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QUFBQVFNZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkNCaUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFFRElBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNRQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBaEF4QUFBQUFBQUFBQUFBQUFBQUFBQUFBQUNCa0FBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlRTVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBZ1pnQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkF5QUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUlHSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRTWdBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pBQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRURFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlHUUFBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBeEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQm1BQUFBQUFBQUFBQUFBQUFBQUFBQUFBRURJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdZZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBeUFBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBRUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUU1RQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdaQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VERUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJR1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUU1nQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0JpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVESUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQXhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0JrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFNUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnWmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQXlBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFSUdJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFNZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkFCQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFREVBQUFBQUFBQUFBQUFBQUFBQUFBQUFBSUdRQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBaEF4QUFBQUFBQUFBQUFBQUFBQUFBQUFBQUNCbUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFFRElBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRZ1lnQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkF5QUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa0FFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlRTVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBZ1pBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRURFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlHWUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRTWdBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJDQmlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBRURJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUUFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBeEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQmtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUU1RQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdaZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBeUFBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVJR0lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUU1nQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VERUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJR1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQXhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0JtQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVESUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFnWWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQXlBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUVJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFNUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnWkFBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFREVBQUFBQUFBQUFBQUFBQUFBQUFBQUFBSUdZQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFNZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkNCaUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFFRElBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNRQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBaEF4QUFBQUFBQUFBQUFBQUFBQUFBQUFBQUNCa0FBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlRTVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBZ1pnQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkF5QUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUlHSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRTWdBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pBQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRURFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlHUUFBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBeEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQm1BQUFBQUFBQUFBQUFBQUg0MGEzVUFBQ0FBU1VSQlZBQUFBQUFBQUVESUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFnWWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQXlBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUVJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFNUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnWkFBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFREVBQUFBQUFBQVBpemM4Y0NBQUFBQUlQOHJZZXhwMEFDQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFB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%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjc2LjQ4IDQ2MC44IApMIDI3Ni40OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDAgMy41IAoiIGlkPSJtOGZlMDI2NjlkZCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjc2LjQ4IiB4bGluazpocmVmPSIjbThmZTAyNjY5ZGQiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%2BCiAgICAgIDwhLS0gYXZlcmFnZV9tb250bHlfaG91cnMgLS0%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%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%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%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%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%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%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNzkuMDY1OTM4IDU3My4wMjAzMTIpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2Ny4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18yIj4KICAgICA8ZyBpZD0ibGluZTJkXzMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDMyNS40NCA0NjAuOCAKTCAzMjUuNDQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjUuNDQiIHhsaW5rOmhyZWY9IiNtOGZlMDI2NjlkZCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA2LjY4NzUgNjQuMDYyNSAKTCA2LjY4NzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDcyLjQ2ODc1IApMIDE1LjQ4NDM3NSA2NC4wNjI1IAp6Ck0gNi42ODc1IDAgCkwgNi42ODc1IDUyLjgyODEyNSAKTCAxNS40ODQzNzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMjguMDI1OTM4IDUzOC4wMDkzNzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMzc0LjQgNDYwLjggCkwgMzc0LjQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzNzQuNCIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMzM5LjA2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjUzOS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDYiLz4KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MTcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjY3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gNDIzLjM2IDQ2MC44IApMIDQyMy4zNiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQyMy4zNiIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIHByb21vdGlvbl9sYXN0XzV5ZWFycyAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gNDcyLjMyIDQ2MC44IApMIDQ3Mi4zMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI0NzIuMzIiIHhsaW5rOmhyZWY9IiNtOGZlMDI2NjlkZCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSBxdWl0IC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMjMuNjQwNjI1IC0wLjk4NDM3NSAKUSAxMy41NzgxMjUgLTAuOTg0Mzc1IDguODkwNjI1IDUuNzk2ODc1IApRIDQuMjAzMTI1IDEyLjU5Mzc1IDQuMjAzMTI1IDI2LjE3MTg3NSAKUSA0LjIwMzEyNSA1My44MTI1IDIzLjY0MDYyNSA1My44MTI1IApRIDI5LjY0MDYyNSA1My44MTI1IDMzLjU0Njg3NSA1MS42ODc1IApRIDM3LjQ1MzEyNSA0OS41NjI1IDQwLjA5Mzc1IDQ0LjYyNSAKTCA0MC4xODc1IDQ0LjYyNSAKUSA0MC4xODc1IDQ2LjA5Mzc1IDQwLjM3NSA0OS42NzE4NzUgClEgNDAuNTc4MTI1IDUzLjI2NTYyNSA0MC43NjU2MjUgNTMuNTE1NjI1IApMIDQ5LjIxODc1IDUzLjUxNTYyNSAKUSA0OC44NzUgNTAuNjQwNjI1IDQ4Ljg3NSAzOS4xMDkzNzUgCkwgNDguODc1IC0yMC43NSAKTCA0MC4wOTM3NSAtMjAuNzUgCkwgNDAuMDkzNzUgMC42ODc1IApMIDQwLjI4MTI1IDguNjg3NSAKTCA0MC4xODc1IDguNjg3NSAKUSAzNy41NDY4NzUgMy40Njg3NSAzMy42ODc1IDEuMjM0Mzc1IApRIDI5LjgyODEyNSAtMC45ODQzNzUgMjMuNjQwNjI1IC0wLjk4NDM3NSAKegpNIDQwLjA5Mzc1IDI3LjA0Njg3NSAKUSA0MC4wOTM3NSAzNy4zNTkzNzUgMzYuNzE4NzUgNDIuMzI4MTI1IApRIDMzLjM0Mzc1IDQ3LjMxMjUgMjUuOTg0Mzc1IDQ3LjMxMjUgClEgMTkuMjgxMjUgNDcuMzEyNSAxNi4zNDM3NSA0Mi4zMjgxMjUgClEgMTMuNDIxODc1IDM3LjM1OTM3NSAxMy40MjE4NzUgMjYuNDY4NzUgClEgMTMuNDIxODc1IDE1LjM3NSAxNi4zNzUgMTAuNTkzNzUgClEgMTkuMzQzNzUgNS44MTI1IDI1Ljg3NSA1LjgxMjUgClEgMzMuMzQzNzUgNS44MTI1IDM2LjcxODc1IDExLjEyNSAKUSA0MC4wOTM3NSAxNi40NTMxMjUgNDAuMDkzNzUgMjcuMDQ2ODc1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzQuOTA1OTM4IDQ4Ny40MjE4NzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSA1MjEuMjggNDYwLjggCkwgNTIxLjI4IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjUyMS4yOCIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHNhdGlzZmFjdGlvbl9sZXZlbCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDIiLz4KICAgICAgIDx1c2UgeD0iMjMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI0NDQuNjI4OTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yNDQxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NTUuODU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjU3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSI2ODMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjczOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja183Ij4KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSA1NzAuMjQgNDYwLjggCkwgNTcwLjI0IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU3MC4yNCIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIHRpbWVfc3BlbmRfY29tcGFueSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSA2MTkuMiA0NjAuOCAKTCA2MTkuMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2MTkuMiIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIFdvcmtfYWNjaWRlbnQgLS0%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%2BCiAgICAgICA8dXNlIHg9Ijk0LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDkuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgIDx1c2UgeD0iMjMzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OC45MDAzOTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzk0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjQ0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNDY2LjczMjQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MjIuMzQ3NjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjU3Ny45NjI4OTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjMzLjU3ODEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDkzLjYgCkwgNjQzLjY4IDkzLjYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtZWMyMzRiMTQwMCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWVjMjM0YjE0MDAiIHk9IjkzLjYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS43Nzk2ODggOTcuMjIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDI1MiAxNDIuNTYgCkwgNjQzLjY4IDE0Mi41NiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMTQyLjU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NC43OTA2MjUgMTQ2LjE4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDI1MiAxOTEuNTIgCkwgNjQzLjY4IDE5MS41MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMTkxLjUyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIG51bWJlcl9wcm9qZWN0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTcyLjAyMzQzOCAxOTUuMTQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSAyNTIgMjQwLjQ4IApMIDY0My42OCAyNDAuNDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWVjMjM0YjE0MDAiIHk9IjI0MC40OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNDAuMzQwNjI1IDI0NC4xMDM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDI1MiAyODkuNDQgCkwgNjQzLjY4IDI4OS40NCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMjg5LjQ0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIHF1aXQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMjUuMzc4MTI1IDI5My4wNjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDMzOC40IApMIDY0My42OCAzMzguNCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMzM4LjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNCI%2BCiAgICAgIDwhLS0gc2F0aXNmYWN0aW9uX2xldmVsIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTY1LjM1MTU2MyAzNDIuMDIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDM4Ny4zNiAKTCA2NDMuNjggMzg3LjM2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21lYzIzNGIxNDAwIiB5PSIzODcuMzYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNSI%2BCiAgICAgIDwhLS0gdGltZV9zcGVuZF9jb21wYW55IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQzLjY3MDMxMyAzOTAuOTgzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjcuNzgzMjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zMDA3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMzUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU3Mi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2MjIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjY3OC4yMjI2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNzYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDQzNi4zMiAKTCA2NDMuNjggNDM2LjMyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21lYzIzNGIxNDAwIiB5PSI0MzYuMzIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NS4zNjcxODggNDM5Ljk0MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfOSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMy41IDAgCiIgaWQ9Im1kYmUyMzk0MTFhIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbWRiZTIzOTQxMWEiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTciPgogICAgICA8IS0tIOKIkjEuMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA0LjkzNzUgMjkuNjg3NSAKTCA0LjkzNzUgMzYuODEyNSAKTCA1My41MTU2MjUgMzYuODEyNSAKTCA1My41MTU2MjUgMjkuNjg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQ2NC40MjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSI0MTEuODQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOCI%2BCiAgICAgIDwhLS0g4oiSMC43NSAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQxNS40NjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSIzNjIuODgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOSI%2BCiAgICAgIDwhLS0g4oiSMC41MCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMzY2LjUwMzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODcyMiIvPgogICAgICAgPHVzZSB4PSI1OC4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTQuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iMTQxLjc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjE5Ny40MTIxMDkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzEyIj4KICAgICA8ZyBpZD0ibGluZTJkXzM2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbWRiZTIzOTQxMWEiIHk9IjMxMy45MiIvPgogICAgICA8L2c%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDMxNy41NDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNyI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSIyNjQuOTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMSI%2BCiAgICAgIDwhLS0gMC4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMjY4LjU4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTQiPgogICAgIDxnIGlkPSJsaW5lMmRfMzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtZGJlMjM5NDExYSIgeT0iMjE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjIiPgogICAgICA8IS0tIDAuMjUgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDIxOS42MjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE1Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM5Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbWRiZTIzOTQxMWEiIHk9IjE2Ny4wNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIzIj4KICAgICAgPCEtLSAwLjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCAxNzAuNjYzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80MCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSIxMTguMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNCI%2BCiAgICAgIDwhLS0gMC43NSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTIxLjcwMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTciPgogICAgIDxnIGlkPSJsaW5lMmRfNDEiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtZGJlMjM5NDExYSIgeT0iNjkuMTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNSI%2BCiAgICAgIDwhLS0gMS4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgNzIuNzQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwZjg3ZmE5NjlhMSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InBmNjQwY2Y5NzdhIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Spearman&#x27;s &amp;rho;&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-kendall&quot;&gt;\n",
+       "                    &lt;img 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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4KICAgIDxnIGlkPSJ4dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI3Ni40OCA0NjAuOCAKTCAyNzYuNDggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAwIDMuNSAKIiBpZD0ibWJkYTI4NzMzOTgiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI3Ni40OCIgeGxpbms6aHJlZj0iI21iZGEyODczMzk4IiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjE2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMyIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjM2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI0MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNTU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjYzOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iNjYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICAgPHVzZSB4PSI3MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNzY3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNCIvPgogICAgICAgPHVzZSB4PSI4MjIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9Ijg3OC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iOTMzLjk4NDM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSI5NjcuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAzMjUuNDQgNDYwLjggCkwgMzI1LjQ0IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzI1LjQ0IiB4bGluazpocmVmPSIjbWJkYTI4NzMzOTgiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%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%2BCiAgICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjUwNS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNTMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDM3NC40IDQ2MC44IApMIDM3NC40IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzc0LjQiIHhsaW5rOmhyZWY9IiNtYmRhMjg3MzM5OCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSBudW1iZXJfcHJvamVjdCAtLT4KICAgICAgPGRlZnM%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%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cy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDQ3Mi4zMiA0NjAuOCAKTCA0NzIuMzIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDcyLjMyIiB4bGluazpocmVmPSIjbWJkYTI4NzMzOTgiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNSI%2BCiAgICAgIDwhLS0gcXVpdCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gNTIxLjI4IDQ2MC44IApMIDUyMS4yOCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1MjEuMjgiIHhsaW5rOmhyZWY9IiNtYmRhMjg3MzM5OCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSBzYXRpc2ZhY3Rpb25fbGV2ZWwgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDUyMy44NjU5MzggNTQ3LjQ0ODQzNylyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gNTcwLjI0IDQ2MC44IApMIDU3MC4yNCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NzAuMjQiIHhsaW5rOmhyZWY9IiNtYmRhMjg3MzM5OCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF83Ij4KICAgICAgPCEtLSB0aW1lX3NwZW5kX2NvbXBhbnkgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDU3Mi44MjU5MzggNTY5LjEyOTY4Nylyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjcuNzgzMjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zMDA3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMzUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU3Mi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2MjIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjY3OC4yMjI2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNzYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gNjE5LjIgNDYwLjggCkwgNjE5LjIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDYyMS43ODU5MzggNTM3LjQzMjgxMilyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NyIvPgogICAgICAgPHVzZSB4PSI5NC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iMTQ5Ljk4NDM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxODMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA3Ii8%2BCiAgICAgICA8dXNlIHg9IjIzMy4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyODguOTAwMzkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMzQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI0NDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjQ2Ni43MzI0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTIyLjM0NzY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI1NzcuOTYyODkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy41NzgxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiA5My42IApMIDY0My42OCA5My42IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTIxODQ5N2E2M2EiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI20yMTg0OTdhNjNhIiB5PSI5My42Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gYXZlcmFnZV9tb250bHlfaG91cnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMzkuNzc5Njg4IDk3LjIyMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2Ny4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18yIj4KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAyNTIgMTQyLjU2IApMIDY0My42OCAxNDIuNTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjE0Mi41NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%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%2BCiAgICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjUwNS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNTMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAyNTIgMTkxLjUyIApMIDY0My42OCAxOTEuNTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjE5MS41MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSBudW1iZXJfcHJvamVjdCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3Mi4wMjM0MzggMTk1LjE0MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk4Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIzMzkuMDYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSI0ODMuNTkzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNTM5LjIwODk4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNiIvPgogICAgICAgPHVzZSB4PSI1NjEuNDI1NzgxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYxNy4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2NjcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gMjUyIDI0MC40OCAKTCA2NDMuNjggMjQwLjQ4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI20yMTg0OTdhNjNhIiB5PSIyNDAuNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgIDwhLS0gcHJvbW90aW9uX2xhc3RfNXllYXJzIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQwLjM0MDYyNSAyNDQuMTAzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMjI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIyODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%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%2BCiAgICAgICA8dXNlIHg9IjY1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNzY3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2MS42Njk5MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzI1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAyNTIgMjg5LjQ0IApMIDY0My42OCAyODkuNDQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjI4OS40NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSBxdWl0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjI1LjM3ODEyNSAyOTMuMDYzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiAzMzguNCAKTCA2NDMuNjggMzM4LjQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjMzOC40Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIHNhdGlzZmFjdGlvbl9sZXZlbCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE2NS4zNTE1NjMgMzQyLjAyMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIxMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMiIvPgogICAgICAgPHVzZSB4PSIyMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMjg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzY2Ljc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Mjg5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI0NDE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS44NTkzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iNTc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjY4My42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNzM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMjkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiAzODcuMzYgCkwgNjQzLjY4IDM4Ny4zNiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtMjE4NDk3YTYzYSIgeT0iMzg3LjM2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTUiPgogICAgICA8IS0tIHRpbWVfc3BlbmRfY29tcGFueSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE0My42NzAzMTMgMzkwLjk4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjI3Ljc4MzIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIxMzMuMzAwNzgxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjE4OC45MTYwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjM1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NzIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjIyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI2NzguMjIyNjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iODE3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iOTI4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiA0MzYuMzIgCkwgNjQzLjY4IDQzNi4zMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzMyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtMjE4NDk3YTYzYSIgeT0iNDM2LjMyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTYiPgogICAgICA8IS0tIFdvcmtfYWNjaWRlbnQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNzUuMzY3MTg4IDQzOS45NDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3Ii8%2BCiAgICAgICA8dXNlIHg9Ijk0LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDkuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgIDx1c2UgeD0iMjMzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OC45MDAzOTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzk0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjQ0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNDY2LjczMjQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MjIuMzQ3NjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjU3Ny45NjI4OTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjMzLjU3ODEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDI1MiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggZD0iTSA2NDMuNjggNDYwLjggCkwgNjQzLjY4IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBkPSJNIDI1MiA0NjAuOCAKTCA2NDMuNjggNDYwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDY5LjEyIApMIDY0My42OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiAgPGcgaWQ9ImF4ZXNfMiI%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNzIzMTllOWQ1OSkiIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOiNlNWU1ZTU7c3Ryb2tlOiNlNWU1ZTU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyO3N0cm9rZS13aWR0aDowLjAxOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMyIvPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzQiPgogICAgPGcgaWQ9Inl0aWNrXzkiPgogICAgIDxnIGlkPSJsaW5lMmRfMzMiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDMuNSAwIAoiIGlkPSJtOWYzYjU5NzI3ZSIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZjNiNTk3MjdlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTAiPgogICAgIDxnIGlkPSJsaW5lMmRfMzQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iNDExLjg0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTgiPgogICAgICA8IS0tIOKIkjAuNzUgLS0%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTEiPgogICAgIDxnIGlkPSJsaW5lMmRfMzUiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iMzYyLjg4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTkiPgogICAgICA8IS0tIOKIkjAuNTAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDM2Ni41MDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZjNiNTk3MjdlIiB5PSIzMTMuOTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMCI%2BCiAgICAgIDwhLS0g4oiSMC4yNSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTMiPgogICAgIDxnIGlkPSJsaW5lMmRfMzciPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iMjY0Ljk2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjEiPgogICAgICA8IS0tIDAuMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDI2OC41ODM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE0Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTlmM2I1OTcyN2UiIHk9IjIxNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIyIj4KICAgICAgPCEtLSAwLjI1IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCAyMTkuNjIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zOSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZjNiNTk3MjdlIiB5PSIxNjcuMDQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMyI%2BCiAgICAgIDwhLS0gMC41MCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTcwLjY2MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTYiPgogICAgIDxnIGlkPSJsaW5lMmRfNDAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iMTE4LjA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjQiPgogICAgICA8IS0tIDAuNzUgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDEyMS43MDM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU1Ii8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE3Ij4KICAgICA8ZyBpZD0ibGluZTJkXzQxIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTlmM2I1OTcyN2UiIHk9IjY5LjEyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjUiPgogICAgICA8IS0tIDEuMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDcyLjc0MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%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%2BCiAgICA8cGF0aCBkPSJNIDY3Ny4xNiA0NjAuOCAKTCA2NzcuMTYgNDU5LjI3IApMIDY3Ny4xNiA3MC42NSAKTCA2NzcuMTYgNjkuMTIgCkwgNjk2Ljc0NCA2OS4xMiAKTCA2OTYuNzQ0IDcwLjY1IApMIDY5Ni43NDQgNDU5LjI3IApMIDY5Ni43NDQgNDYwLjggCnoKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icDRlYWIxMTNkOWEiPgogICA8cmVjdCBoZWlnaHQ9IjM5MS42OCIgd2lkdGg9IjM5MS42OCIgeD0iMjUyIiB5PSI2OS4xMiIvPgogIDwvY2xpcFBhdGg%2BCiAgPGNsaXBQYXRoIGlkPSJwNzIzMTllOWQ1OSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMTkuNTg0IiB4PSI2NzcuMTYiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Kendall&#x27;s &amp;tau;&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-phi_k&quot;&gt;\n",
+       "                    &lt;img 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Z0pBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRUJFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlDUUFBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBUkFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQW1BQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUJJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdJZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VCRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0FpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVCSUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQVJBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFFUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnSmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQVNBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFSUNJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFFZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkFBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFQkVBQUFBQUFBQUFBQUFBQUFBQUFBQUFBSUNRQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFCWjFwVGVBQUFnQUVsRVFWUWhBUkFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQW1BQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUJJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdJZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VCRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0FpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVCSUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQVJBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFFUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnSmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQVNBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFS1g0empQZWdRQVRIdys5UUlBbUZtV2VnRUF6THhlOVFJQW1GblhlZ0VBek8xN3ZRQUFadDd2ZWdFQXpHeGJ2UUFBWm03M1N6MEJBRWFlRDNkcEFIN2Z0UjRBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUDlNQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdJZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VCRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0FpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVCSUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQVJBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFFUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnSmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQVNBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFSUNJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFFZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkFBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFQkVBQUFBQUFBQUFBQUFBQUFBQUFBQUFBSUNRQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBaEFSQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUNBbUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFFQklBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRZ0lnQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkFTQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa0FBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlRRVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRUJFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlDWUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRRWdBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJDQWlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUJJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUUFBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBUkFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVJQ0lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBK0xKenh3SUFBQUFBZy95dGg3R25RQUlBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFB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%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNzEuNTg0IDQ2MC44IApMIDI3MS41ODQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAwIDMuNSAKIiBpZD0ibTg3OTIxOTFkMWIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI3MS41ODQiIHhsaW5rOmhyZWY9IiNtODc5MjE5MWQxYiIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xIj4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGRlZnM%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%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%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%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%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3NC4xNjk5MzggNTczLjAyMDMxMilyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMzEwLjc1MiA0NjAuOCAKTCAzMTAuNzUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzEwLjc1MiIgeGxpbms6aHJlZj0iI204NzkyMTkxZDFiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA0MC4wOTM3NSA4LjUgClEgMzcuNjQwNjI1IDMuNDIxODc1IDMzLjYwOTM3NSAxLjIxODc1IApRIDI5LjU5Mzc1IC0wLjk4NDM3NSAyMy42NDA2MjUgLTAuOTg0Mzc1IApRIDEzLjYyNSAtMC45ODQzNzUgOC45MDYyNSA1Ljc1IApRIDQuMjAzMTI1IDEyLjUgNC4yMDMxMjUgMjYuMTcxODc1IApRIDQuMjAzMTI1IDUzLjgxMjUgMjMuNjQwNjI1IDUzLjgxMjUgClEgMjkuNjQwNjI1IDUzLjgxMjUgMzMuNjQwNjI1IDUxLjYwOTM3NSAKUSAzNy42NDA2MjUgNDkuNDIxODc1IDQwLjA5Mzc1IDQ0LjYyNSAKTCA0MC4xODc1IDQ0LjYyNSAKTCA0MC4wOTM3NSA1MC41MzEyNSAKTCA0MC4wOTM3NSA3Mi40Njg3NSAKTCA0OC44NzUgNzIuNDY4NzUgCkwgNDguODc1IDEwLjg5MDYyNSAKUSA0OC44NzUgMi42NDA2MjUgNDkuMTcxODc1IDAgCkwgNDAuNzY1NjI1IDAgClEgNDAuNjI1IDAuNzgxMjUgNDAuNDUzMTI1IDMuNjA5Mzc1IApRIDQwLjI4MTI1IDYuNDUzMTI1IDQwLjI4MTI1IDguNSAKegpNIDEzLjQyMTg3NSAyNi40Njg3NSAKUSAxMy40MjE4NzUgMTUuMzc1IDE2LjM0Mzc1IDEwLjU5Mzc1IApRIDE5LjI4MTI1IDUuODEyNSAyNS44NzUgNS44MTI1IApRIDMzLjM0Mzc1IDUuODEyNSAzNi43MTg3NSAxMC45ODQzNzUgClEgNDAuMDkzNzUgMTYuMTU2MjUgNDAuMDkzNzUgMjcuMDQ2ODc1IApRIDQwLjA5Mzc1IDM3LjU0Njg3NSAzNi43MTg3NSA0Mi40MjE4NzUgClEgMzMuMzQzNzUgNDcuMzEyNSAyNS45ODQzNzUgNDcuMzEyNSAKUSAxOS4zNDM3NSA0Ny4zMTI1IDE2LjM3NSA0Mi40MDYyNSAKUSAxMy40MjE4NzUgMzcuNSAxMy40MjE4NzUgMjYuNDY4NzUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTAwIi8%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMzQ5LjkyIDQ2MC44IApMIDM0OS45MiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM0OS45MiIgeGxpbms6aHJlZj0iI204NzkyMTkxZDFiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDYuNjg3NSA2NC4wNjI1IApMIDYuNjg3NSA3Mi40Njg3NSAKTCAxNS40ODQzNzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDY0LjA2MjUgCnoKTSA2LjY4NzUgMCAKTCA2LjY4NzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSA1Mi44MjgxMjUgCkwgMTUuNDg0Mzc1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM1Mi41MDU5MzggNTM4LjAwOTM3NSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMjIuMjE2Nzk3IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNzcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjIxMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMjY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1MDUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjUzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNTU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI2MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAzODkuMDg4IDQ2MC44IApMIDM4OS4wODggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzODkuMDg4IiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gbnVtYmVyX3Byb2plY3QgLS0%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%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMzM5LjA2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjUzOS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDYiLz4KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MTcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjY3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gNDI4LjI1NiA0NjAuOCAKTCA0MjguMjU2IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQyOC4yNTYiIHhsaW5rOmhyZWY9IiNtODc5MjE5MWQxYiIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQzMC44NDE5MzggNTcyLjQ1OTM3NSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMjI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIyODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%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%2BCiAgICAgICA8dXNlIHg9IjY1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNzY3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2MS42Njk5MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSA0NjcuNDI0IDQ2MC44IApMIDQ2Ny40MjQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDY3LjQyNCIgeGxpbms6aHJlZj0iI204NzkyMTkxZDFiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHF1aXQgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3MC4wMDk5MzggNDg3LjQyMTg3NSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDUwNi41OTIgNDYwLjggCkwgNTA2LjU5MiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1MDYuNTkyIiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNTA5LjE3NzkzOCA0OTcuOTczNDM3KXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjE2Ljc0ODA0NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDU0NS43NiA0NjAuOCAKTCA1NDUuNzYgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQ1Ljc2IiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg1NDguMzQ1OTM4IDU0Ny40NDg0Mzcpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIxMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMiIvPgogICAgICAgPHVzZSB4PSIyMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMjg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzY2Ljc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Mjg5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI0NDE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS44NTkzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iNTc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjY4My42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNzM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzkiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDU4NC45MjggNDYwLjggCkwgNTg0LjkyOCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1ODQuOTI4IiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gNjI0LjA5NiA0NjAuOCAKTCA2MjQuMDk2IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjYyNC4wOTYiIHhsaW5rOmhyZWY9IiNtODc5MjE5MWQxYiIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8cGF0aCBkPSJNIDM5Ljg0Mzc1IDAgCkwgMjEuOTY4NzUgMjQuMTI1IApMIDE1LjUzMTI1IDE4Ljc5Njg3NSAKTCAxNS41MzEyNSAwIApMIDYuNzM0Mzc1IDAgCkwgNi43MzQzNzUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgMjcuMjAzMTI1IApMIDM4LjcxODc1IDUyLjgyODEyNSAKTCA0OS4wMzEyNSA1Mi44MjgxMjUgCkwgMjcuNTkzNzUgMzAuMTI1IApMIDUwLjE0MDYyNSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg2MjYuNjgxOTM4IDUzNy40MzI4MTIpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgODguNzA0IApMIDY0My42OCA4OC43MDQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtYWZlY2YyZGJlYyIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9Ijg4LjcwNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS43Nzk2ODggOTIuMzI3NDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMjMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAxMjcuODcyIApMIDY0My42OCAxMjcuODcyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21hZmVjZjJkYmVjIiB5PSIxMjcuODcyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTIiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOTAuOTE4NzUgMTMxLjQ5NTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAxNjcuMDQgCkwgNjQzLjY4IDE2Ny4wNCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtYWZlY2YyZGJlYyIgeT0iMTY3LjA0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NC43OTA2MjUgMTcwLjY2MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMjciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAyMDYuMjA4IApMIDY0My42OCAyMDYuMjA4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21hZmVjZjJkYmVjIiB5PSIyMDYuMjA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIG51bWJlcl9wcm9qZWN0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTcyLjAyMzQzOCAyMDkuODMxNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzI5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgMjQ1LjM3NiAKTCA2NDMuNjggMjQ1LjM3NiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtYWZlY2YyZGJlYyIgeT0iMjQ1LjM3NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE1Ij4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNDAuMzQwNjI1IDI0OC45OTk0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAyODQuNTQ0IApMIDY0My42OCAyODQuNTQ0IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21hZmVjZjJkYmVjIiB5PSIyODQuNTQ0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTYiPgogICAgICA8IS0tIHF1aXQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMjUuMzc4MTI1IDI4OC4xNjc0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMjUyIDMyMy43MTIgCkwgNjQzLjY4IDMyMy43MTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9IjMyMy43MTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNyI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjE0LjgyNjU2MyAzMjcuMzM1NDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjIxNi43NDgwNDciIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgMzYyLjg4IApMIDY0My42OCAzNjIuODggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9IjM2Mi44OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE4Ij4KICAgICAgPCEtLSBzYXRpc2ZhY3Rpb25fbGV2ZWwgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjUuMzUxNTYzIDM2Ni41MDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDIiLz4KICAgICAgIDx1c2UgeD0iMjMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI0NDQuNjI4OTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yNDQxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NTUuODU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjU3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSI2ODMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjczOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja185Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM3Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgNDAyLjA0OCAKTCA2NDMuNjggNDAyLjA0OCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzM4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtYWZlY2YyZGJlYyIgeT0iNDAyLjA0OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE5Ij4KICAgICAgPCEtLSB0aW1lX3NwZW5kX2NvbXBhbnkgLS0%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMjUyIDQ0MS4yMTYgCkwgNjQzLjY4IDQ0MS4yMTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80MCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9IjQ0MS4yMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMCI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NS4zNjcxODggNDQ0LjgzOTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfMTEiPgogICAgIDxnIGlkPSJsaW5lMmRfNDEiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDMuNSAwIAoiIGlkPSJtOWU2ODI0OWIwYiIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZTY4MjQ5YjBiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIxIj4KICAgICAgPCEtLSAwLjAgLS0%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%2BCiAgICAgICA8cGF0aCBkPSJNIDkuMTI1IDAgCkwgOS4xMjUgMTAuNjg3NSAKTCAxOC42NTYyNSAxMC42ODc1IApMIDE4LjY1NjI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCA0NjQuNDIzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzEyIj4KICAgICA8ZyBpZD0ibGluZTJkXzQyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTllNjgyNDliMGIiIHk9IjM4Mi40NjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMiI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDM4Ni4wODc0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTMiPgogICAgIDxnIGlkPSJsaW5lMmRfNDMiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWU2ODI0OWIwYiIgeT0iMzA0LjEyOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIzIj4KICAgICAgPCEtLSAwLjQgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA0My4wMTU2MjUgMTUuNTc4MTI1IApMIDQzLjAxNTYyNSAwIApMIDM0LjcxODc1IDAgCkwgMzQuNzE4NzUgMTUuNTc4MTI1IApMIDIuMjk2ODc1IDE1LjU3ODEyNSAKTCAyLjI5Njg3NSAyMi40MDYyNSAKTCAzMy43OTY4NzUgNjguNzk2ODc1IApMIDQzLjAxNTYyNSA2OC43OTY4NzUgCkwgNDMuMDE1NjI1IDIyLjUxNTYyNSAKTCA1Mi42ODc1IDIyLjUxNTYyNSAKTCA1Mi42ODc1IDE1LjU3ODEyNSAKegpNIDM0LjcxODc1IDU4Ljg5MDYyNSAKUSAzNC42MjUgNTguNTkzNzUgMzMuMzQzNzUgNTYuMjk2ODc1IApRIDMyLjA3ODEyNSA1NCAzMS40NTMxMjUgNTMuMDc4MTI1IApMIDEzLjgxMjUgMjcuMDkzNzUgCkwgMTEuMTg3NSAyMy40ODQzNzUgCkwgMTAuNDA2MjUgMjIuNTE1NjI1IApMIDM0LjcxODc1IDIyLjUxNTYyNSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDMwNy43NTE0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTQiPgogICAgIDxnIGlkPSJsaW5lMmRfNDQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWU2ODI0OWIwYiIgeT0iMjI1Ljc5MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzI0Ij4KICAgICAgPCEtLSAwLjYgLS0%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE1Ij4KICAgICA8ZyBpZD0ibGluZTJkXzQ1Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTllNjgyNDliMGIiIHk9IjE0Ny40NTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNSI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTUxLjA3OTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80NiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZTY4MjQ5YjBiIiB5PSI2OS4xMiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzI2Ij4KICAgICAgPCEtLSAxLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDcyLjc0MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8aW1hZ2UgaGVpZ2h0PSIzOTEuNjgiIGlkPSJpbWFnZTU3MDEzNWRhOTAiIHRyYW5zZm9ybT0ic2NhbGUoMSAtMSl0cmFuc2xhdGUoMCAtMzkxLjY4KSIgd2lkdGg9IjE5LjYyIiB4PSI2NzcuMTYiIHhsaW5rOmhyZWY9ImRhdGE6aW1hZ2UvcG5nO2Jhc2U2NCwKaVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQU5vQUFCRUFDQVlBQUFDeUVmVG9BQUFBQkhOQ1NWUUlDQWdJZkFoa2lBQUFJQUJKUkVGVWVKenMyOEVOd3pBTUJFSGFVUDhsVzZuQ0s4Q1pxWUNmQlY5M3pldzl3S3Z1MHdmQVB4QWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCWU4xU2c5ZkpEQUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENCaCtRa0JtRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWpLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDaHA4UWtCa0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0F6Q0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RGhKd1JrQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSVNBekNBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnWVBnSkFabEJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEl5QXdDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ1lma0pBWmhBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJeWc0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQW9hZkVKQVpCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnTXdnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0E0U2NFWkFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlFZ013Z0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUdENENRR1pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDTWdNQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlHSDVDUUdZUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ01vT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFLR254Q1FHUVNFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSURNSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnT0VuQkdRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aElETUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENCZytBa0JtVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2pJREFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQmgrUWtCbUVCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ2hwOFFrQmtFaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBekNBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERoSndSa0JnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0lTQXpDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ1lQZ0pBWmxCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJeUF3Q1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdZZmtKQVpoQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SXlnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFvYWZFSkFaQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ013Z0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BNFNjRVpBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5RWdNd2dJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlHRDRDUUdaUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ01nTUFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJR0g1Q1FHWVFFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNNb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRS0dueENRR1FTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElETUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ09FbkJHUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGhJRE1JQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQmcrQWtCbVVGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqSURBSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0JoK1FrQm1FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBaktEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENocDhRa0JrRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQXpDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREaEp3UmtCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JU0F6Q0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdZUGdKQVpsQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCdzA4SXlBd0NRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnWWZrSkFaaEFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0l5ZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Bb2FmRUpBWkJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdNd2dJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTRTY0VaQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUVnTXdnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJR0Q0Q1FHWlFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENNZ01Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUdINUNRR1lRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DTW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUtHbnhDUUdRU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJRE1JQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdPRW5CR1FHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VERDhoSURNSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0JnK0FrQm1VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3aklEQUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENCaCtRa0JtRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWpLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDaHA4UWtCa0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0F6Q0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RGhKd1JrQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSVNBekNBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnWVBnSkFabEJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEl5QXdDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ1lma0pBWmhBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJeWc0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQW9hZkVKQVpCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnTXdnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0E0U2NFWkFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlFZ013Z0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUdENENRR1pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDTWdNQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlHSDVDUUdZUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ01vT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFLR254Q1FHUVNFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSURNSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnT0VuQkdRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aElETUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENCZytBa0JtVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2pJREFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQmgrUWtCbUVCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ2hwOFFrQmtFaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBekNBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERoSndSa0JnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0lTQXpDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ1lQZ0pBWmxCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJeUF3Q1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdZZmtKQVpoQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SXlnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFvYWZFSkFaQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ013Z0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BNFNjRVpBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5RWdNd2dJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlHRDRDUUdaUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ01nTUFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJR0g1Q1FHWVFFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNNb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRS0dueENRR1FTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElETUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ09FbkJHUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGhJRE1JQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQmcrQWtCbVVGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqSURBSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0JoK1FrQm1FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBaktEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENocDhRa0JrRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQXpDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREaEp3UmtCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JU0F6Q0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdzSzdacDIrQXovUFJJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRHdKcm5PWDBEZko2UEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ1Bob0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0Fqd1lCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUhnbzBGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqNGFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SStHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSUNQQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSWVDalFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENQaG9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBajRhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ0k4R0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aDRLTkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEkrR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DUGhvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQWp3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5SGdvMEZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2o0YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJK0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJQ1BCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JZUNqUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ1Bob0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqNGFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnSThHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VERDhoNEtOQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCdzA4SStHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNQaG9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBandZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlIZ28wRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3ajRhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0krR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElDUEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRVN1MFZvQUFBUDEwbEVRVlJCUUdnUUVCb0VoQVlCb1VIQThCTUNQaG9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBandZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlIZ28wRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3ajRhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0krR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElDUEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ1Bob0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0Fqd1lCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUhnbzBGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqNGFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SStHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSUNQQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSWVDalFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENQaG9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBajRhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ0k4R0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aDRLTkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEkrR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DUGhvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQWp3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5SGdvMEZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2o0YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJK0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJQ1BCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JZUNqUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ1Bob0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqNGFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnSThHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VERDhoNEtOQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCdzA4SStHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNQaG9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBandZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlIZ28wRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3ajRhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0krR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElDUEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ1Bob0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0Fqd1lCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUhnbzBGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqNGFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SStHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSUNQQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSWVDalFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENQaG9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBajRhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ0k4R0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aDRLTkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEkrR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DUGhvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQWp3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5SGdvMEZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2o0YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJK0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJQ1BCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JZUNqUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ1Bob0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqNGFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2g4V3ZmamswQWdHRWdpRG43RCsxc2NZRWdUZURtK01vRWhBWUJvVUZBYUJBUUdnU0VCZ0dQbnhDd2FCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEakp3UXNHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VQRDRDUUdMQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCRHgrUXNDaVFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQVkrZkVMQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndPTW5CQ3dhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1E4UGdKQVlzR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FUEg1Q3dLSkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQmo1OFFzR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE0eWNFTEJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkR3K0FrQml3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dROGZrTEFva0ZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR1BueEN3YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0RqSndRc0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRURnN3M2K1BnTjlaTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJSEFCSFZRbENqT1IyNDhBQUFBQVNVVk9SSzVDWUlJPSIgeT0iLTY5LjEyIi8%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwNTY4ZjA4MTU2MyI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InA0NjE4MWNkNTFkIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Phik (&amp;phi;&lt;sub&gt;&lt;em&gt;k&lt;/em&gt;&lt;/sub&gt;)&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-cramers&quot;&gt;\n",
+       "                    &lt;img 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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4KICAgIDxnIGlkPSJ4dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhNTNiMTIyMzYpIiBkPSJNIDM0OS45MiA0NjAuOCAKTCAzNDkuOTIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAwIDMuNSAKIiBpZD0ibTc5MjVjNWYxMDIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM0OS45MiIgeGxpbms6aHJlZj0iI203OTI1YzVmMTAyIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%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%2BCiAgICAgICA8cGF0aCBkPSJNIDEzLjQ4NDM3NSAyNC41NjI1IApRIDEzLjQ4NDM3NSAxNS40ODQzNzUgMTcuMjM0Mzc1IDEwLjU0Njg3NSAKUSAyMSA1LjYwOTM3NSAyOC4yMTg3NSA1LjYwOTM3NSAKUSAzMy45Mzc1IDUuNjA5Mzc1IDM3LjM3NSA3LjkwNjI1IApRIDQwLjgyODEyNSAxMC4yMDMxMjUgNDIuMDQ2ODc1IDEzLjcxODc1IApMIDQ5Ljc1IDExLjUzMTI1IApRIDQ1LjAxNTYyNSAtMC45ODQzNzUgMjguMjE4NzUgLTAuOTg0Mzc1IApRIDE2LjUgLTAuOTg0Mzc1IDEwLjM3NSA2IApRIDQuMjUgMTIuOTg0Mzc1IDQuMjUgMjYuNzY1NjI1IApRIDQuMjUgMzkuODQzNzUgMTAuMzc1IDQ2LjgyODEyNSAKUSAxNi41IDUzLjgxMjUgMjcuODc1IDUzLjgxMjUgClEgNTEuMTcxODc1IDUzLjgxMjUgNTEuMTcxODc1IDI1LjczNDM3NSAKTCA1MS4xNzE4NzUgMjQuNTYyNSAKegpNIDQyLjA5Mzc1IDMxLjI5Njg3NSAKUSA0MS4zNTkzNzUgMzkuNjU2MjUgMzcuODQzNzUgNDMuNDg0Mzc1IApRIDM0LjMyODEyNSA0Ny4zMTI1IDI3LjczNDM3NSA0Ny4zMTI1IApRIDIxLjM0Mzc1IDQ3LjMxMjUgMTcuNjA5Mzc1IDQzLjAzMTI1IApRIDEzLjg3NSAzOC43NjU2MjUgMTMuNTc4MTI1IDMxLjI5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDxwYXRoIGQ9Ik0gNTEuNDIxODc1IDI2LjY1NjI1IApRIDUxLjQyMTg3NSAtMC45ODQzNzUgMzEuOTg0Mzc1IC0wLjk4NDM3NSAKUSAxOS43ODEyNSAtMC45ODQzNzUgMTUuNTc4MTI1IDguMjAzMTI1IApMIDE1LjMyODEyNSA4LjIwMzEyNSAKUSAxNS41MzEyNSA3LjgxMjUgMTUuNTMxMjUgLTAuMDkzNzUgCkwgMTUuNTMxMjUgLTIwLjc1IApMIDYuNzM0Mzc1IC0yMC43NSAKTCA2LjczNDM3NSA0Mi4wNDY4NzUgClEgNi43MzQzNzUgNTAuMjAzMTI1IDYuNDUzMTI1IDUyLjgyODEyNSAKTCAxNC45Mzc1IDUyLjgyODEyNSAKUSAxNC45ODQzNzUgNTIuNjQwNjI1IDE1LjA3ODEyNSA1MS40Mzc1IApRIDE1LjE4NzUgNTAuMjUgMTUuMzEyNSA0Ny43NSAKUSAxNS40Mzc1IDQ1LjI2NTYyNSAxNS40Mzc1IDQ0LjM0Mzc1IApMIDE1LjYyNSA0NC4zNDM3NSAKUSAxNy45Njg3NSA0OS4yMTg3NSAyMS44MjgxMjUgNTEuNDg0Mzc1IApRIDI1LjY4NzUgNTMuNzY1NjI1IDMxLjk4NDM3NSA1My43NjU2MjUgClEgNDEuNzUgNTMuNzY1NjI1IDQ2LjU3ODEyNSA0Ny4yMTg3NSAKUSA1MS40MjE4NzUgNDAuNjcxODc1IDUxLjQyMTg3NSAyNi42NTYyNSAKegpNIDQyLjE4NzUgMjYuNDY4NzUgClEgNDIuMTg3NSAzNy41IDM5LjIwMzEyNSA0Mi4yMzQzNzUgClEgMzYuMjM0Mzc1IDQ2Ljk2ODc1IDI5LjczNDM3NSA0Ni45Njg3NSAKUSAyNC41MTU2MjUgNDYuOTY4NzUgMjEuNTYyNSA0NC43NjU2MjUgClEgMTguNjA5Mzc1IDQyLjU3ODEyNSAxNy4wNjI1IDM3LjkwNjI1IApRIDE1LjUzMTI1IDMzLjI1IDE1LjUzMTI1IDI1Ljc4MTI1IApRIDE1LjUzMTI1IDE1LjM3NSAxOC44NDM3NSAxMC40Mzc1IApRIDIyLjE3MTg3NSA1LjUxNTYyNSAyOS42NDA2MjUgNS41MTU2MjUgClEgMzYuMTg3NSA1LjUxNTYyNSAzOS4xODc1IDEwLjMyODEyNSAKUSA0Mi4xODc1IDE1LjE0MDYyNSA0Mi4xODc1IDI2LjQ2ODc1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHBhdGggZD0iTSAyMC4yMTg3NSAtMC45ODQzNzUgClEgMTIuMjUgLTAuOTg0Mzc1IDguMjUgMy4yMTg3NSAKUSA0LjI1IDcuNDIxODc1IDQuMjUgMTQuNzUgClEgNC4yNSAyMi45NTMxMjUgOS42NDA2MjUgMjcuMzQzNzUgClEgMTUuMDQ2ODc1IDMxLjczNDM3NSAyNy4wNDY4NzUgMzIuMDMxMjUgCkwgMzguOTIxODc1IDMyLjIzNDM3NSAKTCAzOC45MjE4NzUgMzUuMTA5Mzc1IApRIDM4LjkyMTg3NSA0MS41NDY4NzUgMzYuMTg3NSA0NC4zMjgxMjUgClEgMzMuNDUzMTI1IDQ3LjEyNSAyNy41OTM3NSA0Ny4xMjUgClEgMjEuNjg3NSA0Ny4xMjUgMTkgNDUuMTA5Mzc1IApRIDE2LjMxMjUgNDMuMTA5Mzc1IDE1Ljc2NTYyNSAzOC43MTg3NSAKTCA2LjU5Mzc1IDM5LjU0Njg3NSAKUSA4Ljg0Mzc1IDUzLjgxMjUgMjcuNzgxMjUgNTMuODEyNSAKUSAzNy43NSA1My44MTI1IDQyLjc2NTYyNSA0OS4yMzQzNzUgClEgNDcuNzk2ODc1IDQ0LjY3MTg3NSA0Ny43OTY4NzUgMzYuMDMxMjUgCkwgNDcuNzk2ODc1IDEzLjI4MTI1IApRIDQ3Ljc5Njg3NSA5LjM3NSA0OC44MjgxMjUgNy4zOTA2MjUgClEgNDkuODU5Mzc1IDUuNDIxODc1IDUyLjczNDM3NSA1LjQyMTg3NSAKUSA1NCA1LjQyMTg3NSA1NS42MDkzNzUgNS43NjU2MjUgCkwgNTUuNjA5Mzc1IDAuMjk2ODc1IApRIDUyLjI5Njg3NSAtMC40ODQzNzUgNDguODI4MTI1IC0wLjQ4NDM3NSAKUSA0My45NTMxMjUgLTAuNDg0Mzc1IDQxLjcxODc1IDIuMDc4MTI1IApRIDM5LjUgNC42NDA2MjUgMzkuMjAzMTI1IDEwLjEwOTM3NSAKTCAzOC45MjE4NzUgMTAuMTA5Mzc1IApRIDM1LjU0Njg3NSA0LjA0Njg3NSAzMS4wNzgxMjUgMS41MzEyNSAKUSAyNi42MDkzNzUgLTAuOTg0Mzc1IDIwLjIxODc1IC0wLjk4NDM3NSAKegpNIDIyLjIxODc1IDUuNjA5Mzc1IApRIDI3LjA0Njg3NSA1LjYwOTM3NSAzMC44MTI1IDcuODEyNSAKUSAzNC41NzgxMjUgMTAuMDE1NjI1IDM2Ljc1IDEzLjg0Mzc1IApRIDM4LjkyMTg3NSAxNy42NzE4NzUgMzguOTIxODc1IDIxLjczNDM3NSAKTCAzOC45MjE4NzUgMjYuMDc4MTI1IApMIDI5LjI5Njg3NSAyNS44NzUgClEgMjMuMDkzNzUgMjUuNzgxMjUgMTkuODkwNjI1IDI0LjYwOTM3NSAKUSAxNi43MDMxMjUgMjMuNDM3NSAxNC45ODQzNzUgMjEgClEgMTMuMjgxMjUgMTguNTYyNSAxMy4yODEyNSAxNC41OTM3NSAKUSAxMy4yODEyNSAxMC4yOTY4NzUgMTUuNTkzNzUgNy45NTMxMjUgClEgMTcuOTIxODc1IDUuNjA5Mzc1IDIyLjIxODc1IDUuNjA5Mzc1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTk3Ii8%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%2BCiAgICAgICA8cGF0aCBkPSJNIDQwLjI4MTI1IDAgCkwgNDAuMjgxMjUgMzMuNSAKUSA0MC4yODEyNSAzOC43MTg3NSAzOS4yNSA0MS41OTM3NSAKUSAzOC4yMzQzNzUgNDQuNDg0Mzc1IDM1Ljk4NDM3NSA0NS43NSAKUSAzMy43MzQzNzUgNDcuMDE1NjI1IDI5LjM5MDYyNSA0Ny4wMTU2MjUgClEgMjMuMDQ2ODc1IDQ3LjAxNTYyNSAxOS4zNzUgNDIuNjcxODc1IApRIDE1LjcxODc1IDM4LjMyODEyNSAxNS43MTg3NSAzMC42MDkzNzUgCkwgMTUuNzE4NzUgMCAKTCA2LjkzNzUgMCAKTCA2LjkzNzUgNDEuNTQ2ODc1IApRIDYuOTM3NSA1MC43ODEyNSA2LjY0MDYyNSA1Mi44MjgxMjUgCkwgMTQuOTM3NSA1Mi44MjgxMjUgClEgMTQuOTg0Mzc1IDUyLjU5Mzc1IDE1LjAzMTI1IDUxLjUxNTYyNSAKUSAxNS4wOTM3NSA1MC40Mzc1IDE1LjE1NjI1IDQ5LjA0Njg3NSAKUSAxNS4yMzQzNzUgNDcuNjU2MjUgMTUuMzI4MTI1IDQzLjc5Njg3NSAKTCAxNS40ODQzNzUgNDMuNzk2ODc1IApRIDE4LjUgNDkuMjY1NjI1IDIyLjQ4NDM3NSA1MS41MzEyNSAKUSAyNi40Njg3NSA1My44MTI1IDMyLjM3NSA1My44MTI1IApRIDQxLjA2MjUgNTMuODEyNSA0NS4wOTM3NSA0OS40ODQzNzUgClEgNDkuMTI1IDQ1LjE3MTg3NSA0OS4xMjUgMzUuMjAzMTI1IApMIDQ5LjEyNSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNTIuNTA1OTM4IDUyMS44ODEyNSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjIyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjU1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIyODMuNTQ0OTIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYTUzYjEyMjM2KSIgZD0iTSA1NDUuNzYgNDYwLjggCkwgNTQ1Ljc2IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQ1Ljc2IiB4bGluazpocmVmPSIjbTc5MjVjNWYxMDIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%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%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%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjE2Ljc0ODA0NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYTUzYjEyMjM2KSIgZD0iTSAyNTIgMTY3LjA0IApMIDY0My42OCAxNjcuMDQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAtMy41IDAgCiIgaWQ9Im01ZjYwMTI1ZjRmIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNWY2MDEyNWY0ZiIgeT0iMTY3LjA0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gZGVwYXJ0bWVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE5MC45MTg3NSAxNzAuNjYzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjIyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjU1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIyODMuNTQ0OTIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYTUzYjEyMjM2KSIgZD0iTSAyNTIgMzYyLjg4IApMIDY0My42OCAzNjIuODggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNWY2MDEyNWY0ZiIgeT0iMzYyLjg4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjE0LjgyNjU2MyAzNjYuNTAzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjIxNi43NDgwNDciIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBkPSJNIDI1MiA0NjAuOCAKTCAyNTIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGQ9Ik0gNjQzLjY4IDQ2MC44IApMIDY0My42OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgNjQzLjY4IDQ2MC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBkPSJNIDI1MiA2OS4xMiAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogIDxnIGlkPSJheGVzXzIiPgogICA8ZyBpZD0icGF0Y2hfNyI%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%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDAuMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQ2NC40MjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSIzODIuNDY0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDM4Ni4wODc0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSIzMDQuMTI4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTIwZjhmNDU2NyIgeT0iMjI1Ljc5MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDAuNiAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUxLjIxODc1IDIyLjUxNTYyNSAKUSA1MS4yMTg3NSAxMS42MjUgNDUuMzEyNSA1LjMxMjUgClEgMzkuNDA2MjUgLTAuOTg0Mzc1IDI5IC0wLjk4NDM3NSAKUSAxNy4zOTA2MjUgLTAuOTg0Mzc1IDExLjIzNDM3NSA3LjY1NjI1IApRIDUuMDc4MTI1IDE2LjMxMjUgNS4wNzgxMjUgMzIuODEyNSAKUSA1LjA3ODEyNSA1MC42ODc1IDExLjQ2ODc1IDYwLjI1IApRIDE3Ljg3NSA2OS44MjgxMjUgMjkuNjg3NSA2OS44MjgxMjUgClEgNDUuMjY1NjI1IDY5LjgyODEyNSA0OS4zMTI1IDU1LjgxMjUgCkwgNDAuOTIxODc1IDU0LjI5Njg3NSAKUSAzOC4zMjgxMjUgNjIuNzAzMTI1IDI5LjU5Mzc1IDYyLjcwMzEyNSAKUSAyMi4wNzgxMjUgNjIuNzAzMTI1IDE3LjkzNzUgNTUuNjg3NSAKUSAxMy44MTI1IDQ4LjY4NzUgMTMuODEyNSAzNS40MDYyNSAKUSAxNi4yMTg3NSAzOS44NDM3NSAyMC41NjI1IDQyLjE1NjI1IApRIDI0LjkwNjI1IDQ0LjQ4NDM3NSAzMC41MTU2MjUgNDQuNDg0Mzc1IApRIDQwLjA0Njg3NSA0NC40ODQzNzUgNDUuNjI1IDM4LjUxNTYyNSAKUSA1MS4yMTg3NSAzMi41NjI1IDUxLjIxODc1IDIyLjUxNTYyNSAKegpNIDQyLjI4MTI1IDIyLjEyNSAKUSA0Mi4yODEyNSAyOS41OTM3NSAzOC42MjUgMzMuNjQwNjI1IApRIDM0Ljk2ODc1IDM3LjcwMzEyNSAyOC40MjE4NzUgMzcuNzAzMTI1IApRIDIyLjI2NTYyNSAzNy43MDMxMjUgMTguNDg0Mzc1IDM0LjEwOTM3NSAKUSAxNC43MDMxMjUgMzAuNTE1NjI1IDE0LjcwMzEyNSAyNC4yMTg3NSAKUSAxNC43MDMxMjUgMTYuMjY1NjI1IDE4LjYyNSAxMS4xODc1IApRIDIyLjU2MjUgNi4xMDkzNzUgMjguNzE4NzUgNi4xMDkzNzUgClEgMzUuMDYyNSA2LjEwOTM3NSAzOC42NzE4NzUgMTAuMzc1IApRIDQyLjI4MTI1IDE0LjY1NjI1IDQyLjI4MTI1IDIyLjEyNSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDIyOS40MTU0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSIxNDcuNDU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTUxLjA3OTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTEyMGY4ZjQ1NjciIHk9IjY5LjEyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIDEuMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgNzIuNzQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%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%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InAzYTUzYjEyMjM2Ij4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIzOTEuNjgiIHg9IjI1MiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogIDxjbGlwUGF0aCBpZD0icGY4ZGYzMmE5MjYiPgogICA8cmVjdCBoZWlnaHQ9IjM5MS42OCIgd2lkdGg9IjE5LjU4NCIgeD0iNjc3LjE2IiB5PSI2OS4xMiIvPgogIDwvY2xpcFBhdGg%2BCiA8L2RlZnM%2BCjwvc3ZnPgo%3D&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Cramér&#x27;s V (&amp;phi;&lt;sub&gt;&lt;em&gt;c&lt;/em&gt;&lt;/sub&gt;)&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-recoded&quot;&gt;\n",
+       "                    &lt;img 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%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzODkwOThhZTJhKSIgZD0iTSAzNDkuOTIgNDYwLjggCkwgMzQ5LjkyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im1iOTNhMTM4MDJmIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%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%2BCiAgICAgICA8cGF0aCBkPSJNIDUxLjQyMTg3NSAyNi42NTYyNSAKUSA1MS40MjE4NzUgLTAuOTg0Mzc1IDMxLjk4NDM3NSAtMC45ODQzNzUgClEgMTkuNzgxMjUgLTAuOTg0Mzc1IDE1LjU3ODEyNSA4LjIwMzEyNSAKTCAxNS4zMjgxMjUgOC4yMDMxMjUgClEgMTUuNTMxMjUgNy44MTI1IDE1LjUzMTI1IC0wLjA5Mzc1IApMIDE1LjUzMTI1IC0yMC43NSAKTCA2LjczNDM3NSAtMjAuNzUgCkwgNi43MzQzNzUgNDIuMDQ2ODc1IApRIDYuNzM0Mzc1IDUwLjIwMzEyNSA2LjQ1MzEyNSA1Mi44MjgxMjUgCkwgMTQuOTM3NSA1Mi44MjgxMjUgClEgMTQuOTg0Mzc1IDUyLjY0MDYyNSAxNS4wNzgxMjUgNTEuNDM3NSAKUSAxNS4xODc1IDUwLjI1IDE1LjMxMjUgNDcuNzUgClEgMTUuNDM3NSA0NS4yNjU2MjUgMTUuNDM3NSA0NC4zNDM3NSAKTCAxNS42MjUgNDQuMzQzNzUgClEgMTcuOTY4NzUgNDkuMjE4NzUgMjEuODI4MTI1IDUxLjQ4NDM3NSAKUSAyNS42ODc1IDUzLjc2NTYyNSAzMS45ODQzNzUgNTMuNzY1NjI1IApRIDQxLjc1IDUzLjc2NTYyNSA0Ni41NzgxMjUgNDcuMjE4NzUgClEgNTEuNDIxODc1IDQwLjY3MTg3NSA1MS40MjE4NzUgMjYuNjU2MjUgCnoKTSA0Mi4xODc1IDI2LjQ2ODc1IApRIDQyLjE4NzUgMzcuNSAzOS4yMDMxMjUgNDIuMjM0Mzc1IApRIDM2LjIzNDM3NSA0Ni45Njg3NSAyOS43MzQzNzUgNDYuOTY4NzUgClEgMjQuNTE1NjI1IDQ2Ljk2ODc1IDIxLjU2MjUgNDQuNzY1NjI1IApRIDE4LjYwOTM3NSA0Mi41NzgxMjUgMTcuMDYyNSAzNy45MDYyNSAKUSAxNS41MzEyNSAzMy4yNSAxNS41MzEyNSAyNS43ODEyNSAKUSAxNS41MzEyNSAxNS4zNzUgMTguODQzNzUgMTAuNDM3NSAKUSAyMi4xNzE4NzUgNS41MTU2MjUgMjkuNjQwNjI1IDUuNTE1NjI1IApRIDM2LjE4NzUgNS41MTU2MjUgMzkuMTg3NSAxMC4zMjgxMjUgClEgNDIuMTg3NSAxNS4xNDA2MjUgNDIuMTg3NSAyNi40Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDxwYXRoIGQ9Ik0gMjAuMjE4NzUgLTAuOTg0Mzc1IApRIDEyLjI1IC0wLjk4NDM3NSA4LjI1IDMuMjE4NzUgClEgNC4yNSA3LjQyMTg3NSA0LjI1IDE0Ljc1IApRIDQuMjUgMjIuOTUzMTI1IDkuNjQwNjI1IDI3LjM0Mzc1IApRIDE1LjA0Njg3NSAzMS43MzQzNzUgMjcuMDQ2ODc1IDMyLjAzMTI1IApMIDM4LjkyMTg3NSAzMi4yMzQzNzUgCkwgMzguOTIxODc1IDM1LjEwOTM3NSAKUSAzOC45MjE4NzUgNDEuNTQ2ODc1IDM2LjE4NzUgNDQuMzI4MTI1IApRIDMzLjQ1MzEyNSA0Ny4xMjUgMjcuNTkzNzUgNDcuMTI1IApRIDIxLjY4NzUgNDcuMTI1IDE5IDQ1LjEwOTM3NSAKUSAxNi4zMTI1IDQzLjEwOTM3NSAxNS43NjU2MjUgMzguNzE4NzUgCkwgNi41OTM3NSAzOS41NDY4NzUgClEgOC44NDM3NSA1My44MTI1IDI3Ljc4MTI1IDUzLjgxMjUgClEgMzcuNzUgNTMuODEyNSA0Mi43NjU2MjUgNDkuMjM0Mzc1IApRIDQ3Ljc5Njg3NSA0NC42NzE4NzUgNDcuNzk2ODc1IDM2LjAzMTI1IApMIDQ3Ljc5Njg3NSAxMy4yODEyNSAKUSA0Ny43OTY4NzUgOS4zNzUgNDguODI4MTI1IDcuMzkwNjI1IApRIDQ5Ljg1OTM3NSA1LjQyMTg3NSA1Mi43MzQzNzUgNS40MjE4NzUgClEgNTQgNS40MjE4NzUgNTUuNjA5Mzc1IDUuNzY1NjI1IApMIDU1LjYwOTM3NSAwLjI5Njg3NSAKUSA1Mi4yOTY4NzUgLTAuNDg0Mzc1IDQ4LjgyODEyNSAtMC40ODQzNzUgClEgNDMuOTUzMTI1IC0wLjQ4NDM3NSA0MS43MTg3NSAyLjA3ODEyNSAKUSAzOS41IDQuNjQwNjI1IDM5LjIwMzEyNSAxMC4xMDkzNzUgCkwgMzguOTIxODc1IDEwLjEwOTM3NSAKUSAzNS41NDY4NzUgNC4wNDY4NzUgMzEuMDc4MTI1IDEuNTMxMjUgClEgMjYuNjA5Mzc1IC0wLjk4NDM3NSAyMC4yMTg3NSAtMC45ODQzNzUgCnoKTSAyMi4yMTg3NSA1LjYwOTM3NSAKUSAyNy4wNDY4NzUgNS42MDkzNzUgMzAuODEyNSA3LjgxMjUgClEgMzQuNTc4MTI1IDEwLjAxNTYyNSAzNi43NSAxMy44NDM3NSAKUSAzOC45MjE4NzUgMTcuNjcxODc1IDM4LjkyMTg3NSAyMS43MzQzNzUgCkwgMzguOTIxODc1IDI2LjA3ODEyNSAKTCAyOS4yOTY4NzUgMjUuODc1IApRIDIzLjA5Mzc1IDI1Ljc4MTI1IDE5Ljg5MDYyNSAyNC42MDkzNzUgClEgMTYuNzAzMTI1IDIzLjQzNzUgMTQuOTg0Mzc1IDIxIApRIDEzLjI4MTI1IDE4LjU2MjUgMTMuMjgxMjUgMTQuNTkzNzUgClEgMTMuMjgxMjUgMTAuMjk2ODc1IDE1LjU5Mzc1IDcuOTUzMTI1IApRIDE3LjkyMTg3NSA1LjYwOTM3NSAyMi4yMTg3NSA1LjYwOTM3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHBhdGggZD0iTSA2LjkzNzUgMCAKTCA2LjkzNzUgNDAuNTMxMjUgClEgNi45Mzc1IDQ2LjA5Mzc1IDYuNjQwNjI1IDUyLjgyODEyNSAKTCAxNC45Mzc1IDUyLjgyODEyNSAKUSAxNS4zMjgxMjUgNDMuODQzNzUgMTUuMzI4MTI1IDQyLjA0Njg3NSAKTCAxNS41MzEyNSA0Mi4wNDY4NzUgClEgMTcuNjI1IDQ4LjgyODEyNSAyMC4zNTkzNzUgNTEuMzEyNSAKUSAyMy4wOTM3NSA1My44MTI1IDI4LjA3ODEyNSA1My44MTI1IApRIDI5LjgyODEyNSA1My44MTI1IDMxLjY0MDYyNSA1My4zMjgxMjUgCkwgMzEuNjQwNjI1IDQ1LjI2NTYyNSAKUSAyOS44OTA2MjUgNDUuNzUgMjYuOTUzMTI1IDQ1Ljc1IApRIDIxLjQ4NDM3NSA0NS43NSAxOC41OTM3NSA0MS4wMzEyNSAKUSAxNS43MTg3NSAzNi4zMjgxMjUgMTUuNzE4NzUgMjcuNTQ2ODc1IApMIDE1LjcxODc1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTE0Ii8%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%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzg5MDk4YWUyYSkiIGQ9Ik0gNTQ1Ljc2IDQ2MC44IApMIDU0NS43NiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0NS43NiIgeGxpbms6aHJlZj0iI21iOTNhMTM4MDJmIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIHNhbGFyeSAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDU0OC4zNDU5MzggNDk3Ljk3MzQzNylyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjIxNi43NDgwNDciIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzg5MDk4YWUyYSkiIGQ9Ik0gMjUyIDE2Ny4wNCAKTCA2NDMuNjggMTY3LjA0IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtOTc2NGY3MjM1NSIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTk3NjRmNzIzNTUiIHk9IjE2Ny4wNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOTAuOTE4NzUgMTcwLjY2MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzg5MDk4YWUyYSkiIGQ9Ik0gMjUyIDM2Mi44OCAKTCA2NDMuNjggMzYyLjg4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTk3NjRmNzIzNTUiIHk9IjM2Mi44OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIHNhbGFyeSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIxNC44MjY1NjMgMzY2LjUwMzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTgzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIyMTYuNzQ4MDQ3IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAzLjUgMCAKIiBpZD0ibTE0NTU1NDhhYmUiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSAwLjAgLS0%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%2BCiAgICAgICA8cGF0aCBkPSJNIDkuMTI1IDAgCkwgOS4xMjUgMTAuNjg3NSAKTCAxOC42NTYyNSAxMC42ODc1IApMIDE4LjY1NjI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCA0NjQuNDIzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iMzgyLjQ2NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIDAuMiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iMzA0LjEyOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIDAuNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMzA3Ljc1MTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTE0NTU1NDhhYmUiIHk9IjIyNS43OTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF84Ij4KICAgICAgPCEtLSAwLjYgLS0%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iMTQ3LjQ1NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzkiPgogICAgICA8IS0tIDAuOCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDE1MS4wNzk0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xNDU1NTQ4YWJlIiB5PSI2OS4xMiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAxLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%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%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwMzg5MDk4YWUyYSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InBlNGJkYWE4MTlmIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Recoded&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "    &lt;div class=&quot;row header&quot;&gt;\n",
+       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;missing&quot;&gt;&lt;/a&gt;\n",
+       "        &lt;h1 class=&quot;page-header&quot;&gt;Missing values&lt;/h1&gt;\n",
+       "    &lt;/div&gt;\n",
+       "        &lt;div class=&quot;row variable&quot;&gt;\n",
+       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
+       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
+       "                    &lt;a href=&quot;#missing-bar&quot;\n",
+       "                       aria-controls=&quot;missing-bar&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Count&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "                &lt;li role=&quot;presentation&quot;&gt;\n",
+       "                    &lt;a href=&quot;#missing-matrix&quot;\n",
+       "                       aria-controls=&quot;missing-matrix&quot;\n",
+       "                       role=&quot;tab&quot;\n",
+       "                       data-toggle=&quot;tab&quot;&gt;Matrix&lt;/a&gt;\n",
+       "                &lt;/li&gt;\n",
+       "        &lt;/ul&gt;\n",
+       "\n",
+       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;missing-bar&quot;&gt;\n",
+       "                    &lt;img 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%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%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%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%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg5LjkzMDc4MSAzNTcuODk3MDE3KXJvdGF0ZSgtNDUpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%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%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%2BCiAgICAgICA8dXNlIHg9IjI4My41NDQ5MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMzY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18zIj4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA2LjY4NzUgNjQuMDYyNSAKTCA2LjY4NzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDcyLjQ2ODc1IApMIDE1LjQ4NDM3NSA2NC4wNjI1IAp6Ck0gNi42ODc1IDAgCkwgNi42ODc1IDUyLjgyODEyNSAKTCAxNS40ODQzNzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjUwNS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNTMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja180Ij4KICAgICA8ZyBpZD0idGV4dF80Ij4KICAgICAgPCEtLSBudW1iZXJfcHJvamVjdCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8cGF0aCBkPSJNIDYuNjg3NSA2NC4wNjI1IApMIDYuNjg3NSA3Mi40Njg3NSAKTCAxNS40ODQzNzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDY0LjA2MjUgCnoKTSAxNS40ODQzNzUgLTYuNTQ2ODc1IApRIDE1LjQ4NDM3NSAtMTQuMDE1NjI1IDEyLjU0Njg3NSAtMTcuMzc1IApRIDkuNjI1IC0yMC43NSAzLjc2NTYyNSAtMjAuNzUgClEgMCAtMjAuNzUgLTIuNDM3NSAtMjAuMzEyNSAKTCAtMi40Mzc1IC0xMy41MzEyNSAKTCAwLjU5Mzc1IC0xMy44MTI1IApRIDMuOTUzMTI1IC0xMy44MTI1IDUuMzEyNSAtMTIuMDQ2ODc1IApRIDYuNjg3NSAtMTAuMjk2ODc1IDYuNjg3NSAtNS4yMTg3NSAKTCA2LjY4NzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSA1Mi44MjgxMjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTA2Ii8%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMTAuOTU5MDczIDMyOS42Njg3MjYpcm90YXRlKC00NSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja181Ij4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0MC44MjE4NjIgMzU3LjQwNTkzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHF1aXQgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM3Mi44NjkyNjMgMjgyLjk1ODUzNSlyb3RhdGUoLTQ1KXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDIxLjIzMTczNCAyOTIuMTk2MDY1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTgzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIyMTYuNzQ4MDQ3IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfOCI%2BCiAgICAgPGcgaWQ9InRleHRfOCI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0MzUuNTE4MDc2IDMzNS41MDk3MjIpcm90YXRlKC00NSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfOSI%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gdGltZV9zcGVuZF9jb21wYW55IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDc0LjEzNjg4OSAzNTQuNDkwOTA5KXJvdGF0ZSgtNDUpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjI3Ljc4MzIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIxMzMuMzAwNzgxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjE4OC45MTYwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjM1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NzIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjIyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI2NzguMjIyNjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iODE3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iOTI4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzEwIj4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8cGF0aCBkPSJNIDM5Ljg0Mzc1IDAgCkwgMjEuOTY4NzUgMjQuMTI1IApMIDE1LjUzMTI1IDE4Ljc5Njg3NSAKTCAxNS41MzEyNSAwIApMIDYuNzM0Mzc1IDAgCkwgNi43MzQzNzUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgMjcuMjAzMTI1IApMIDM4LjcxODc1IDUyLjgyODEyNSAKTCA0OS4wMzEyNSA1Mi44MjgxMjUgCkwgMjcuNTkzNzUgMzAuMTI1IApMIDUwLjE0MDYyNSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg1NTkuNDg2NDExIDMyNi43NDEzODgpcm90YXRlKC00NSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NyIvPgogICAgICAgPHVzZSB4PSI5NC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iMTQ5Ljk4NDM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxODMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA3Ii8%2BCiAgICAgICA8dXNlIHg9IjIzMy4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyODguOTAwMzkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMzQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI0NDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjQ2Ni43MzI0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTIyLjM0NzY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI1NzcuOTYyODkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy41NzgxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSAwLjAgLS0%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NC4yOTA0NzYgMjIwLjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSAwLjQgLS0%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NC4yOTA0NzYgMTg0LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJ0ZXh0XzE0Ij4KICAgICAgPCEtLSAwLjYgLS0%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%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ0LjI5MDQ3NiAxMTIuNDg2MTYxKXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9InRleHRfMTYiPgogICAgICA8IS0tIDEuMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ0LjI5MDQ3NiA3Ni40ODYxNjEpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDg2LjQgMjUyIApMIDExNS4yIDI1MiAKTCAxMTUuMiA3MiAKTCA4Ni40IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDE0NCAyNTIgCkwgMTcyLjggMjUyIApMIDE3Mi44IDcyIApMIDE0NCA3MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BlN2JjYTc0MGVmKSIgZD0iTSAyMDEuNiAyNTIgCkwgMjMwLjQgMjUyIApMIDIzMC40IDcyIApMIDIwMS42IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDI1OS4yIDI1MiAKTCAyODggMjUyIApMIDI4OCA3MiAKTCAyNTkuMiA3MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BlN2JjYTc0MGVmKSIgZD0iTSAzMTYuOCAyNTIgCkwgMzQ1LjYgMjUyIApMIDM0NS42IDcyIApMIDMxNi44IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDM3NC40IDI1MiAKTCA0MDMuMiAyNTIgCkwgNDAzLjIgNzIgCkwgMzc0LjQgNzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZTdiY2E3NDBlZikiIGQ9Ik0gNDMyIDI1MiAKTCA0NjAuOCAyNTIgCkwgNDYwLjggNzIgCkwgNDMyIDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTAiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BlN2JjYTc0MGVmKSIgZD0iTSA0ODkuNiAyNTIgCkwgNTE4LjQgMjUyIApMIDUxOC40IDcyIApMIDQ4OS42IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BlN2JjYTc0MGVmKSIgZD0iTSA1NDcuMiAyNTIgCkwgNTc2IDI1MiAKTCA1NzYgNzIgCkwgNTQ3LjIgNzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDYwNC44IDI1MiAKTCA2MzMuNiAyNTIgCkwgNjMzLjYgNzIgCkwgNjA0LjggNzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgPC9nPgogIDxnIGlkPSJheGVzXzIiPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzMiPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJ0ZXh0XzE3Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgMjU2LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDY1OC41IDIyMC40ODYxNjEpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzkiPgogICAgIDxnIGlkPSJ0ZXh0XzE5Ij4KICAgICAgPCEtLSA1OTk5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgMTg0LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTAiPgogICAgIDxnIGlkPSJ0ZXh0XzIwIj4KICAgICAgPCEtLSA4OTk5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgMTQ4LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTEiPgogICAgIDxnIGlkPSJ0ZXh0XzIxIj4KICAgICAgPCEtLSAxMTk5OSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDY1OC41IDExMi40ODYxNjEpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNTA1ODU5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iMTExLjEyMTA5NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni43MzYzMjgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIyMjIuMzUxNTYyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMiI%2BCiAgICAgPGcgaWQ9InRleHRfMjIiPgogICAgICA8IS0tIDE0OTk5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgNzYuNDg2MTYxKXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMjIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICA8L2c%2BCiAgPGcgaWQ9ImF4ZXNfMyI%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4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class=&quot;img-responsive center-img&quot; alt=&quot;Count&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;missing-matrix&quot;&gt;\n",
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EBZWVleOWVVxAaGsree0RERDQtKGuSzz//HO%2B99x6am5vlz58k/FxJ1IVmsxmXLl1CQkICUlJSnjgEPS0tDa2trejq6oLT6fSplhQ1Wl9fH%2B7fv48bN27g4cOHiIqKQkBAAAICAjyuoxxPbG9vx65du/Dll1%2BipqYGwPB9aMTv9%2Bqrr2LevHljfjciIiIiIvrmYAA6ERERERERERER0RSSJAkDAwP4wx/%2BIAcIKRcMi79v3rwZpaWlE/IMdrsdb7/9tkf4ubfQI4aff43h50REROQrsRBZLPi9du0aysvL8ac//QmHDx/GkSNH8NVXX%2BHEiRM4duwYrl69iqamJgCAwWBAf38/ysvLAXxdg2g0GpSUlEx4EBJD0ImIiIgmzxdffIGWlpZhayVJkqBWq1FWVjZkU5mvxhN%2BvmPHDmzduhVOpxMajQbLli3DjRs3fApBFxvyhgtBH62G7ejogNFoRGhoqNfzNBoNUlJSkJOT49dwdSIiIqKJYLFYcOzYMQwMDAw5JuqxzMxMvPHGGwgMDOR84yQYPA/scDjkxl4VFRWIiYmRxzSVOLZJNg9EmQAAIABJREFUREREgylrt08%2B%2BQQffPAB%2Bvv7cePGDSxduhRarXbcIehiHC0sLAzNzc1obW0d8XyVSgW73Y66ujoYDAYkJSVNaSN5l8sFl8uFI0eOoLm52et5K1euRH5%2BPmtgIiIiIiIiIiIiIiIiIpo0yrneuro6nDhxAn/4wx/Q3NwMs9kMwLOnyGjEOeI73d3duHnzJiorK5Gfn4%2BQkBCfn81bCLrL5RoxwHIqQ9Dj4%2BNhMpngdrvx%2BuuvM/yciIiIpi1RF926dQv79%2B%2BH3W73qJOUe2xffPFFvPzyyzAYDHJNJWpISZKgUqk8vutyuaDRaJCamoqFCxciMDAQtbW1cDgcHqGU3ihD0C9fvjymEHTxXoWFhYiJiUFAQADq6uqG1KlPYnB9XFRUhA0bNmDt2rXcC0NERETThrImOXjwIHbt2gWr1Qrg8bjbYMr%2BgKLmGctYmkqlgtPpxMWLF5GQkIDU1NQnCkGPiopCWloauru70dXVBbvd7lMtqXyX7u5uPHjwAKdOncL169dRX1%2BPhoYGmEwmNDY24urVq7h69So%2B%2BOADHDx4ELW1tfIe6JH60Lz22mtYunSpfE/uuSUiIiIi%2BnZiADoRERERERERERHRFBELNh49eoTjx4/DarV6LPQAvl78ER4ejm3btiEyMtLvizwYfj48hp8TERGRP4j6wOVyoaamBp999hneeustVFVVwWQywWazAfi6vhCLmLu7u3H//n1UVlbi6tWriIqKwv3792G32%2BF2u2GxWBAfH4%2BZM2dO%2BOJfhqATERERTSyXywWr1YqjR4%2Biq6vLa51ksViwcOFCxMTEjOse4wk/f%2BGFF%2BTzHA4HtFotli9fjmvXrsFoNI4pBP3BgwdITk6WGz0M94zi89///vc4ffo0kpOTERUV5fU3UalU0Gq1Y/w1iIiIiCaf1WrFiRMnYLFYPBoMiHopPj4eP/nJTxATE8P5xkngbR7Y7XZDq9XC5XLh8uXLyMvLg8FgmMpHJSIiomlOWbvt378fe/bsAQAEBASgo6MDV65cQVlZ2bhD0MW4WEhIiByqDnhvRCoapFqtVty9excpKSlITEx8kld8IuL5Dx48iK6uLq/Hly1bhszMzEl9NiIiIiIiIiIiIiIiIiL69lLO9ZaXl%2BOjjz7C2bNnYbVaPQLGxxMQOTjYMjs7G6tWrRrznlpvIehutxsajWZIXxrl9wD/hKCL833pcRMaGor09HSsX78eoaGhDD8nIiKiaUuSJPT09OA///M/0dPT41G7Kffc7ty5E1u2bPFY9zdaTSSOi3D0WbNmISkpCWazGe3t7fI6Ql9C0G02GyoqKpCdnQ2DwTBqTaas95KSkjB//nzExsbCaDTCarXCZrPJ9x5LGLq4p1qtluvoiIgIfOc738EPfvADpKWlQaPRyNclIiIimkrKcb8DBw7gvffeAzD8Hgxl6LnS4PN8qZ1EDed2u1FeXu6XEPSIiAikpaUBANra2mA2m8dcb4n9s11dXaipqUFVVRXOnz%2BPCxcu4Pr167h16xa6uro8akXxPoKyRv7hD38o96Nm%2BDkRERER0bcbA9CJiIiIiIiIiIiIpohYsHHs2DFUVFR4bUyanJwsL4Zm%2BPnEY/g5ERER%2BYOoDxwOBw4fPoyDBw/iwoULHgt3lQt%2BRR0m6g2n04n29nZUV1fDarV6HIuNjUVRUdGkLAJmCDoRERHRxBGNDE6dOgWj0TjsOWKjW3R0NGbPnj2mGvBJw88FlUoFp9MJjUaD%2BfPn48aNG%2Bju7vZ5s153dzeqqqqQkJCAhIQE%2BZjD4fAY83z//ffx%2Beefw2g0orOzEwkJCYiMjGTtSERERNPeSONdkiTh888/R29vr8fnKpUKarUaa9euRXFxMTQaDeueCTbaPLCokUtKSrBp06YpeUYiIiJ6OngLPxc1hlqtRldX1xOHoIuxwKysLNTV1aGpqQmA9zla0UTUYrGgqqoK6enpiIuLe4I3HR/x3JcuXcLRo0e9jiEmJyfjlVdegVarneQnJCIiIiIiIiIiIiIiIqJvI%2BVc7/Hjx/GXv/wFjY2N8nyut2BxXymvsWDBAnz/%2B99HcHDwuK7lLQTd5XJ5BLUP9z3gyULQlXPPp0%2Bfhk6nQ1hY2IjfCQ4OZvglERERTWuiFrp8%2BTLOnTs3pM%2BL%2BPv27duxZcsWj%2B%2BM916JiYlISUlBUFAQamtr4XA4RqzlAM8Q9MuXLyMvLw/R0dGjPovymCRJSE9PR15eHrKzs9Hc3AyXywWr1SrfW9RuYp%2BzqD/FXhdRO7vdbmg0GgQGBmLr1q3YsGEDVq1aBbVa7RH6TkRERDSVlON%2Bn376Kf7yl78AGNpbRdQ3ovYJDw9HTEwMlixZgjlz5iA/Px8JCQnQ6XQwGo3yd70FpgsTEYIeFhaG1NRUhIeHo7m5GX19fT71eFE%2B0%2BB3Vr6HqANFf2UlZY9ElUqF11577VvTj5qIiIiIiEbHAHQiIiIiIiIiIiKiKfbFF1%2BgoaFhyGISseijoKAACxcu9GtQJMPPh8fwcyIiIvIH0dTeZrPhd7/7Hb744gu0tLQAGFp3DaYMRQfgsQBaqKurw7x58xAVFTVRr%2BCBIehEREREE8dut%2BP06dPo7Owc9rioCwcGBrB8%2BXJotVqfainlmNW%2Bffvw4YcfAhh7%2BLkgvhcUFISkpCTcvHkT/f39Ptd0AwMDOHv2LIKCghAcHAy9Xi8/X39/P/bu3YsDBw7I92ptbUV7eztiY2MRExPD2pGIiIimLWXddefOHbhcLoSEhAD4epxQq9WiqqoKzc3NHvPBbrcbWq0W3/ve9xATEzNlz/9tMZZ54J/97GcAxt%2BsjIiIiL7ZRgs/F/wRgq6cV501axbu3LkDo9HoU%2BMss9mM69evY8aMGTAYDON82/ERz/fll1/i1q1bQ46L%2Bis7OxuLFy/2aIRKRERERERERERERERERDQRlHO9n332Gd566y1YLBYAj8PGhzM4SNLb3KbyGrm5uXjxxReRlJT0RM/sLQRdGag00jOPNwRd7As%2BfPgwdu/eDavVioSEhFFD0JX3JiIiIppuRJ3y0Ucfoa6uTq6llHXcM888g5deeskjDHy89xJ1XEREBFJTUxEXF4fq6mrYbDafQ9CtVivKy8uxYMEC6PV6n/c4iHuHhYUhKSkJy5YtQ15eHkJDQyFJEnp6euBwODzOV%2B51EXuQo6OjMWvWLGzatAk7duzAggUL5PWI3G9BRERE04Wybjty5AjeeecdAMOHn4t/6/V6FBQU4G/%2B5m%2BwZs0aLFmyBHPnzkVubi7mz5%2BPkpISFBQUwGw2w2q1YmBgYNTacCJC0IOCgpCSkoLc3FzU1tbCaDR6vI8vYeij1Z2DieuqVCpER0fj1VdfxbJlywCw9zIREREREX2NAehEREREREREREREU8TtdqO/vx9vv/02LBaL14UhpaWlyMnJYfj5BGP4OREREfmDMvz8P/7jP3D58mXYbDYAIzdB8JVarZZrt9zcXGi12id%2BZl8wBJ2IiIjI/9xuNzQaDW7fvo36%2BnqvG8xUKhW6urrQ19eHoqKiMYWf79%2B/H3v37pWvM57wc0HcNyQkBAMDA6ipqfG5vhUb9a5fv447d%2B6gtrYW3d3d%2BOqrr3D06FGcOXNGfkbg69%2Bmra0NUVFRmD17NsfgiIiIaFpS1l379u3Db3/7W2g0GhgMBoSFhcnHTCYTrl696tEgCwCWLFmC9evXT83Df4twHpiIiIj8SdkE9f333wcwtMYQ/BWCDgA6nQ7BwcF48OAB%2Bvv7R/yOMgT92rVrciP8yVRVVYX/%2B7//kxtfDW4Wq9Fo8IMf/ACJiYmcMyYiIiIiIiIiIiIiIiKiCaVcD3bgwAG89957AIYPCZIkyafwIHGOCEUX56enp2Pz5s3Izc31yxq0qQpBv3v3Lo4fP45Hjx6htrYWDofD5xB0IiIioulI7Fn98MMPYTabh9R8c%2BfOxZYtWxAREQFg5B4qvlB%2BPzAwEGlpaUhNTcWVK1dgs9mg0Wg89vsO97wajQYWiwXXr19HUVERQkNDfarllMddLhe0Wi1iYmKQn5%2BPkpISLF%2B%2BHIWFhUhOTkZGRgYiIyORkpKC7Oxs5OTkYPXq1diwYQOee%2B45rF27FhkZGQgLC/MI7uS6PyIiIpoOlPXJl19%2Bibffflves%2BEt/LyoqAjPPPMMXnrpJURERCAoKEi%2BlviuWq2GwWBAXl4eMjMz0dLSAqPROOq44USEoKvVakRGRmLFihUwGo0YGBhAf3//kL0a/iD6GwYGBmLOnDn47ne/i%2BLiYvnduOeWiIiIiIgABqATERERERERERERTRlJkmCxWHD06FE5FHPwceDrBTIzZ84c94IVpckOP39aQi3Z9J6IiIj8weVyyeHnv/71r3Hr1i2/LxAW17JarSgsLIRer5%2B0mosh6ERERET%2BJeqguro6VFdXe60bRU3Z19eHjIwMGAwGr9dUbho7duwY3nvvPfmzJwk/V9JqtQgLC8O5c%2Bdgs9l8qnmVm%2Bd6enpQW1uLiooK3L9/X26mJZ5RXCs1NRUrV65kCBIRERFNS8q5wv3792Pv3r0AgKamJlgsFsTExCA8PBzA12N5Fy9elOsc8ee8efMwd%2B7cKXj6bw/OAxMREdFEuHz5Mv7whz8AADQazbDh54I/QtCBr8cSIyIiYDKZ0NTUBLvdPuL5yhD069evIyEhATExMVCr1WO673h0dHTgk08%2BQUNDw7CNwwBg0aJFWLlyJQICAjj2R0REREREREREREREREQTRrnH4vDhw3j33XcBDO21otwX4Xa7ER4eDoPBgJKSEuTm5iInJwezZs2SA9L7%2BvqGfDc2Nhbr1q3DkiVLoNFo/PYOI4WgjxScOTgE3e12Y%2BbMmaPu7TWZTPjggw9w9epV%2BRyGoBMREdHTTpIkNDc349ChQwAe7%2BtQqVSQJAkbNmxAUVHRhK1nkyQJiYmJyM3NRXl5OaxW66gh6GJvQ29vLxobGzF37lwEBwePqRehOE98R6VSISwsDAkJCZg9e7Ycil5SUoLi4mLMmzcPGRkZiI2NRWBgoEftyLV%2BRERENN2I%2BqSyshJ79uyByWSSx9IE5TjgqlWrsG3bNuTn5w8ZIxO1kvK6Op0O8fHxKC0tRUNDA5qbm0d9pokIQXc6ndBoNCgqKoLBYIBarUZDQ4NHTTvePofiu%2BL3CA8Px%2BbNm7F%2B/XrMnDlTfifWgkREREREJDAAnYiIiIiIiIiIiGgKNTU14dixY0M2xwGPF73k5uZi1qxZT7zoY7LDz8U7OBwOHDt2DFFRUQgKChr3808UNr0nIiIifxD1gc1mw7//%2B7/jzp07w9Z4/iBJEnp7e9Hc3Izly5dPapA4Q9CJiIiIvBtrXSPG%2B%2Bx2O8rLy%2BXPlMR4lSRJKCsrQ35%2BPkJDQ71eU9z/3Llz2Lt3LwYGBkbcoLd161a88MILY67HIiIiIEkSbty44fNGOHGeuJdyfG3wMwYHB2PlypUoKyublFAmIiIiorEYHH6%2BZ88eAF%2BHX1qtVjQ1NcFkMiE6OhpRUVGIjY3FtWvX0N7eDuDxHOTSpUsxY8YMjo9NEM4DExER0URxOp3o7e1FV1cXrFbrqLWcv0LQdTodkpKS8PDhQ7S2to56vjIEvaqqCnq9HjExMdDpdGO671jYbDacP38eJ0%2BehM1m8zimHJfctGkTcnJyWAcTERERERERERERERER0YRR9mg5efIkdu3aJQeiDw4/F/%2BOiopCYWEhfvSjH2HdunUoKSlBfn6%2B/N/ixYuxevVqhISEICgoCE1NTXC73QgJCcGKFSvwzDPPQKfT%2BT0UyFsIusvlkgOVvH0P%2BDoEvbW1FVarVQ5yF/PWyjWMFosFu3fvxldffSX/NuLetbW1sFgsmDlzJgIDA/32bkREREST5d69e7hw4YIcPC7qnOzsbPz1X/%2B1R/jjRHC73YiJiUFBQQEuXLgAi8Uyagi6qPO6u7thtVqRnZ2NgICAMd9bGeypvK6oC8XfxbMoA8%2B5zo%2BIiIims4aGBhw4cAA1NTVDxsgG72HYtm0bDAYDAMjjhKNxuVzQarVYunQpjEYjHj586FEzDcffIejiPdRqNZKSkrBo0SIYDAbYbDb09PTAbrd7nOvrNcUeWwCIjIxEVlYW/v7v/x7z589HRESE/C6sB4mIiIiISIkB6ERERERERERERERTqL29HSdOnBhxAXJGRgby8/OfuvDztrY2VFRU4He/%2Bx2%2B%2BOILFBcXw2AwTKsFLGx6T0RERP4gFjI7HA68%2BeabuHLlitfwc%2BUGL7FAWdkAwBeSJEGlUuHRo0cwm80oKCgY98Lm8WAIOhEREdFQYsyos7MTbW1t8maukYj6JywsDGfPnkVvb69HTaTRaOB0OqFWq7Fz506sXr1a3kw3ktu3b%2BPjjz9GU1PTkGPKOnXLli14/vnnodVqfX1ND3a7HRcuXBh3LTdc/SuuU1hYiO9%2B97sIDAycVuOJRERERN7Cz8VcoxgnbG1tRWdnJyIiIhAbGwubzYYbN27I1wCAhQsXyuNj5F%2BcByYiIqKJFB4ejtTUVBiNRrS3t8PhcExKCLpomp%2BRkYHq6mr09PTItc1I31GpVLBYLLh9%2B7b8/Hq9Xj7uz3r01q1beOedd4Y8m3I%2BfNWqVdi2bduE3J%2BIiIiIiIiIiIiIiIiISBBzkVevXsWePXvQ19c3ZC%2Bvco/FggULsGHDBmzbtg0RERFyyLdYbyb2Bet0OmRnZ6O0tBR6vR7t7e2YO3cuduzYgaCgoAmbB/UWgq4MVBrpd%2Bjr60N9fT1aW1tRWFgItVotH3e5XGhqasLevXtx8uRJj9/G7XbLwZwWiwUbNmyARqPx%2B/sRERERTbSqqipcvXpVrptUKhXUajW2b9%2BOjIyMCd9TIOquyMhIzJ8/H%2BfOnfMpBB0AnE4nTCYT9Ho9UlJSnvg5lQHnoufN4M%2BJiIiIpjO32w273Y6TJ0/iq6%2B%2BGrKvQznut3HjRrz88ssICgqSj/ta8yj74xUXF8NkMuHhw4dwOBwjXsffIeiDz09PT0dubi4KCgpgMpmgVqvR29vrsYdD3F%2Bj0ci/x%2BDg85CQECxZsgRbtmzBc889h6ioKI%2BakLUhERERERENxgB0IiIiIiIiIiIioinU2dmJU6dODXtMLPQIDw/HkiVLxh0kNBnh54Of7erVq9i1axfOnDmD9vZ2AIDFYsGiRYumTdP40Zrei9%2BITe%2BJiIhoNGKB8ieffIIvv/wSDodjSKMAEVo%2BuDGCWAisXDTsS80nzjeZTAgKCkJ6ejpD0ImIiIimiBgzamlpwa9%2B9Su4XC4UFBT4VN%2B4XC7odDrYbDbcunULwONQIhF%2B/rOf/QxlZWUICQkZ9Vk6Oztx9OhRVFRUDKkNlWNea9euxfPPP%2B/TNb2JjY1FVVUV2traAAytAcda24n6eNasWfj5z3%2BOkJAQjscRERHRtCNqnOHCz4HHAY5OpxPt7e1obW1FYmIiZs%2BejZMnT8JqtcpNA%2BbOnYuZM2dO2bt8U3EemIiIiCZDWFgYkpOT0d3dPWkh6GJOVa/XIycnBxUVFRgYGBixkT3weLzRZrOhtrYWRqMRYWFhiI2N9ev8bE1NDX7729%2Bio6NjyBpFITs7Gy%2B99BLCw8NZgxERERERERERERERERHRhHv48CH279%2BPmpqaIfOqg/dYbNu2Dbm5uUP2uw4X%2BCP%2BzMrKwuzZs7F06VIEBQVNSmjmk4Sgi3njq1evwmKxwGq1ore3F4cOHcKxY8dQUVEx5LcR%2B1siIiLwk5/8BAkJCdwPTERERNPaw4cPERAQAI1GA%2BDxPo%2B7d%2B/i2rVrch0j1tY9//zziIyMnNReLeHh4Zg3bx7OnTvnsc/E23cAYGBgACaTCXl5eQgLC2NNRkRERN9aYgzu/v372LVrFywWi0d/P%2BXY1urVq7Ft2zaP8POxUo4XFhYWoqenxyME3Rt/h6ArrytJEoKDgxEbG4uFCxeitLQUsbGxSEpKQm9vL7RaLQYGBgB8/XuJ30Or1SI1NRVZWVnYvn07nnnmGaxfvx4JCQnQaDTc50FERERERKNiADoRERERERERERHRFOrq6sJXX33lteEn8HWA%2BdKlSxEYGDjm609G%2BDnweIF0RUUFjhw5grfeegtGoxE2m03ezKdWq1FaWoqAgIAxv4e/jdb0XixcYtN7IiIiGo1YCHznzh0cOnQI7e3tQ84R9YWoi8rKyrB48WK88MILKCoqQmFhIcxmMwCgv79/SAOE4Yhj/f39MJlMCA0NRVJSEkPQiYiIiCaZGDNqbW3FL3/5S3R1dcFsNmPp0qU%2BjYOJ2kelUuH8%2BfOw2WzyGF54eDj%2B5V/%2BBQUFBaOOS4k66sKFC/j444/l4CQxziXqRABYtGgRNm3ahNjY2Cd6b0mSUFdXh3v37nncKyYmRt4Ip/x8JOKdk5OT8c///M9y8wWOxxEREdF0dOTIEbz77rsAAI1G4zHXKIixLqPRiJqaGsycORNZWVm4fPmyPF8bGhqKRYsWcUzMjzgPTERERINrq4mcO9Xr9WMKQRfNq/wRgh4ZGYm8vDycP38eVqtVbjQ10r1VKhXsdjtaWlpQVVWFoKAgZGRkyOeMty51uVy4c%2BcO3nzzTbS1tXldCxkVFYXVq1ejsLAQKpWKNTARERERERERERERERERTRgx/3n27FmcOHFiyHyucl5z8%2BbN2LFjByIjI%2BXjvsxnivno8PDwSQ0HGm8IuviuSqWC0WhEVVUVvvzyS5w5cwa3bt1CZ2cnAM/fRtwrMDAQ69evx8KFC6HVajnfS0RERNNWZWUl3njjDTx69AgpKSkICwuTa5empiZcvnxZrt0kSUJmZiaee%2B65Sd1TINYBRkREYM6cOfLeYl9C0I1GI0wmExYvXjyp/WWIiIiIphNJktDd3Y3f/OY36OzsHLKHQdRU8%2BfPx7Zt2xATE%2BOXeypD0K1WK%2B7fvz/iPg7xLP4OQR%2B8Z0aj0SAwMBBZWVkoKChAWVkZNm7ciCVLlmDJkiVYtWoVVq9ejXXr1mHz5s147rnnsGjRIqSlpSEqKgrA4/FU1pZERERERDQaBqATERERERERERERTSGVSoWTJ0/CarV6Pa7ValFUVITIyMgxNRmdrPBzYdeuXfjggw9w9%2B7dYTfG9fT0IDc3F/Hx8WO%2Btj/50vTe7Xaz6T0RERH5RNRmBw4cwOXLlz0%2BAx7XYEFBQSgpKcGOHTuwefNmzJ49GwaDAcnJycjIyEBxcTGKi4vR2dmJtrY2uW4bKTBSHOvs7MTAwACio6NhMBieuhD0mzdvQq/XIzMzk4ufiYiI6KkixoxaWlrwxhtvwGQyISAgAF1dXQgICMCsWbN8rm%2Bio6Oh0Whw/fp1SJKEmTNn4u/%2B7u8wY8aMUccERXhRY2MjfvOb33iEqA%2BWkZGBTZs2IScnZ9zvDTyu81wuF86ePSvXoLGxsVi1ahUsFgu6urrkZxuuph28qS41NRWvv/46wsPDOR5HRERE01plZSUePXoEi8Ui1y3e6h23242enh7cvn0bwcHBcig68HUA%2BooVKzgm5iecByYiIiKn0ynXAVVVVTAYDHIdMF1C0AH4LQQ9KioKc%2BbMwenTp2G320dtZC9%2BB5fLhYGBAVRUVMBkMkGn0yE2NtbneWblOV1dXaioqMCf//xntLe3DzsuKRrol5SUYMuWLQgICGDTVSIiIiIiIiIiIiIiIiKaMGIfQ3NzM958801YLBaPdX7Kec1nnnkGL730EgIDA8d8n8FznpM5BzpSCLoI9PT1Gsp1kOIzJZVKhby8PGzcuNEvYVFEREREE6WyshL/8z//A5vNhocPH6KzsxNRUVGIjo6GJEkwGo04e/asR70TFxcn996bTGItX3R0NLKysnD58mV5b/BoPWYaGxuh0%2BmQk5PDdXhERET0reNyueB2u3Hq1ClcunQJLpdr2LGwxMREPPPMM8jNzfXbvZX7IKqqqlBdXe3z9/wdgi4M/q4YH9RoNAgPD4fBYEBMTAyio6MRGRmJ4OBg%2BTvK77KuJCIiIiIiXzEAnYiIiIiIiIiIiGgK2Ww2HD16FDabbdjjbrcbFosFarUaRUVF0zb8HADq6%2Btx5coVeTOg8n6SJEGSJBQWFiI1NXVc1/cHNr0nIiKiiXD58mW88847ADwDy9VqNVwuF0JDQ7Fz506sXbsWmZmZAB4vohYLkAMCAqDX61FaWgqdTgeLxYLOzs4RAyOVx0TgUmxsLKKiop6aEHS1Wg273Y6KigrMmzcPUVFRE/68RERERP4gxoxaW1vl8HONRgO73Q4A0Ol0KC0t9akuE8ejoqLQ39%2BPhIQEfP/730dycrJPY1OSJMFkMuFPf/oTHj58KNehyuMqlQqSJOE73/kOVqxY4XHfJ9Hb24tTp07J9WpoaCh%2B8IMfIDU1FXa7HQ8fPvRoEiZqWGVTLJ1Oh9zcXPziF79AeHi4HFRFRERENF3l5eUhICAA7e3tMJlMI47hiXprYGAA/f39MJlMMJvNAICenh5kZWUhLi5uUp//m4jzwERERCTGlBwOB/71X/8V5eXliIiIQFJS0phC0MW8p7imL/XCVIagR0dHo7CwEBcuXIDVah2x%2Beng%2B7vdbtTU1OD%2B/fuora3FjBkzIEkSNBqNfJ4YZ1TOCYt3u337Ng4fPoxDhw6hu7t72PBz8TyzZ8/Gj370IwQHB7MOIyIiIiIiIiIiIiIiIqIJJUkSzGYzdu3ahbq6uiF7LMSc6uLFi7F9%2B3aEhYVN1aM%2BEW8h6C6Xy6cQdOXc8nDzzGK%2B12Aw4KWXXkJ2drbf34GIiIjIXyorK/Hf//3f6Ovrg1arhcvlQnNzMzo6OhASEoK4uDhYrVacOHHC43tRUVFYvny5x9q4ySLuFxsbi7i4OFy9ehV2u33EHjPiOw6HA1lZWdDr9ZP6zERERERTTdRte/bsQUtLy5C6SdRSCxcuxOZkgD%2BeAAAgAElEQVTNm/3Wi0%2B5D2L37t3Yv3%2B//Dy%2BmMgQdKXR6trhws%2BJiIiIiIjGggHoRERERERERERERFNIp9Ph3r17aGlpGXbRsfjMZrNhzpw5Pm2cm4rwc/H9c%2BfOyX8f7j0iIyMxb968SQvjVGLTeyIiIvI30eD9yy%2B/xN27d%2BWm78DjekOv1%2BNv//ZvsWDBAoSGhsrfVS4SFn%2BK62VnZyM2NhYulwsNDQ0%2Bh6A3NTVhYGAAMTEx0y4E3VutK36vZ599FitXrpzw5yQiIiLyB2X4%2Beuvvy6HnyuDjVpbWxEdHY3MzMxR6zFxPDg4GHFxcVi8eDFiYmLkWm%2B0Z5EkCTdv3sSpU6dgNpuH1F2iLiwsLMSrr77q8Q5PSq1W48SJE/Jz9PX1YcaMGSguLkZhYSH0ej1aWlpgtVrl8TgxDgcA2dnZWLlyJXbu3InQ0FC4XC6GnxMREdG0JuqeGTNmQKfToaurC0ajcdQQdLfbjb6%2BPgwMDMifO51OpKamIicnZ0rmT78pOA9MREREyvDzX//616ipqUF/fz%2BMRiN0Oh2Sk5N9CkFX1giHDh1CU1MTEhMTPQLBvdHr9UhJSUFPTw/a2tomNQQ9KioK%2Bfn5qKys9Kg3R6KsX3t7e1FXV4eLFy/i7t27CAgIgNvthl6v95jXdjqdcLlcqKysxFdffYU///nPqKmpkYPXB68ZFCEC6enp%2BMUvfoGwsDDWYUREREREREREREREREQ0ocQav5aWFhw9ehR9fX3DrutLSEjA5s2bkZWVNQVP6T8jhaCLQKXxEPO9arUar776KoqLiwGAax2JiIhoWhLh5/39/fJaQrE%2Brq2tDe3t7QgMDEROTg5u376Njo4O%2BbvR0dFYvXr1lNc4sbGx0Ol0uH37tsfzDyaes6OjAwkJCZg5c%2BZkPyoRERHRlDty5AiOHTsGYGiQt9vtRmJiIn7%2B859Dp9P5ZQ%2BD8hrvv/%2B%2BHH4uxtB8NVkh6ERERERERBOJAehEREREREREREREU6ympgZ37971GmgJACaTCenp6cjIyBhxYcpUhZ8DgMFgwNmzZ9HT0%2BP1PeLj47Fo0SKGnxMREdE3giRJMJlM%2BOMf/wiz2Sx/LmqwsLAw/PSnP8W8efN8CnFULkKOjY1FWloa1Go17t2757FweTBlc/qHDx/CbDZPuxD0wc%2BgrFM3bdqEnTt3AnjcXIKIiIhouhK1V3NzM375y196hJ8LysYC%2Bfn5CAgIGLXGEfVSeHg4AgMDAQzdaDcccc7bb7%2BN2tpar%2BfFxsbitddeQ3h4uN/HvQ4fPgybzSb/OyMjA7Nnz4ZGo0F2djby8/NRUFAA4OtmEEFBQcjPz8fy5cvx8ssvY86cOX7bOEhEREQ00ZRjYOnp6QgKCoLJZEJHR8eIIegAPD4X59XW1mL%2B/PkIDw%2BfrFf4RuE8MBEREYmG6w6HA7/61a9w7949aDQauFwuGI1GGI1GBAYGjhqCrqwRDhw4gHfffRc3b95EfHw84uPjfZrvDQsLm/IQ9Pv376O3t1euPUe6v/IclUqF/v5%2BNDc349y5c7h48SIqKytx4cIFVFVV4fLlyzh48CCOHDmC48ePo7q6Gk6nU77%2B4BpYzAfHx8fjjTfemJBxSSIiIiIiIiIiIiIiIiKiwcQc5gcffIBr164NOS7mjYuLi/Hss89%2BI/azegtBH%2B/eYuVavNdeew3Lli0DwPBzIiIimp6uXLniEX4u6hjl/g6j0Yjm5mbY7XZ0dHSgra1N/r7b7caiRYsQEhIyVa8AANBoNIiMjITVakVDQ4PH%2BrzBxHvdu3cPRUVF3I9CRERE3zonT55EXV3dkP28okffkiVLsGDBArkmfBKDw88//vhjAEN7Pfs6bsYQdCIiIiIietoxAJ2IiIiIiIiIiIhoiojFJSqVChcvXpQ/G0wsqqmqqkJBQQGioqKGvd5Uhp%2BLpqvnzp1DR0fHkEUz4h1mzpyJ4uLiJ7rXWLHpPREREU2k%2Bvp6nDp1Cm63Ww4%2BcrvdCAwMxM6dO7Fo0aIxLShWnhsaGoqZM2dCq9Wiurr6qQ9BF8cHh5//1V/9FQDWYERERPR0kCQJvb29%2BLd/%2Bzd0dHQMCT8HHo/xdXZ2oqioCDExMaPWY09Sq507dw6ffvrpsNcRNeKsWbNQVlbmUxi7r1wuF7q6unDw4EG5lnO73QgODsaSJUtgt9uhVquh1%2BuRkJCABQsWoKysDCtWrMDixYuRnZ0NnU4nf4%2B1IBERET0tlGNgKSkpCA0NRX9/Px49ejRqCLogznM6nQgLC0NWVpZPoZr0GOeBiYiICPi6NnM4HPjHf/xH1NfXy3ORysalo4WgK2uE/fv3Y/fu3QAAh8OB6upqGAwGJCQkjCkEvbu7G%2B3t7ZMagh4REYG8vDwYjUZ0d3fDbrdDkiSfxgNF/Sp%2BH4vFgvb2drS2tqKurg51dXXo6OhAT0%2BPfP7g9YnK53G73UhNTcUvf/lLhIeHw%2Bl0st4lIiIiIiIiIiIiIiIiognndrvR09ODTz75BN3d3UPW87ndbsTGxuJnP/sZgoKC5LWAT7vBIejJycm4du0a7Ha7fNzX64h54B/%2B8IdyXxqGLxEREdF0VFlZif/3//4frFbrkD0FgGcfFpPJhIGBAVgsFnkdHADYbDYsWrQIMTExk/34Q4SEhCA4OBgNDQ0wGo1e96Yo3ysuLg4zZ878xtS1RERERKNpbm7Gn//85yF9XoDH%2ByK2bduGxMTEJ66PfA0/V6vV8r81Go38d2/3Zwg6ERERERE9zdi1h4iIiIiIiIiIiGiKiEUlqampCAkJgdPpHHahiVj0YrPZcOzYMZhMpiHnTGX4uVJISMiwn4uFQIMXiE80Nr0nIiKiifbgwQNYLJYhC44LCgowd%2B7cJ64rgoOD8cILL%2BCll14CgBEbwyvrmPPnz%2BOzzz7D/fv35ecaLXTJX5S1aFlZGTZu3Ij09HQAkIPiAYafExER0dPLarXKdd9wAT8A5PG8ffv2ob%2B/f0I3mNXW1sLpdMpjXUri%2BdatW4fQ0FC/3le8oxhzE/fq7u4G8PXGPG/fE88p/uQGPCIiInraKGua4uJiPPvssygqKgLg%2B1iXy%2BWCw%2BHA2bNn5RrKW31JnjgPTERERErd3d1obm4G8HheVPn//vv37%2BPw4cM4d%2B6c3ORT1HKDw8/37NkD4OsaQ6VSoa%2BvD2%2B99RbKy8thtVp9ep7ExERs3boV8%2BfPR2Bg4IgNqMSzqtVq1NXV4Y033vDajHUkogZKSEjAK6%2B8gnXr1iE%2BPn7M42%2B%2B1KPiHOW5yuu73W7k5OTg9ddfZ/g5EREREREREREREREREU0qSZLQ2NiIuro6AJ7zmmJuODExEYGBgd%2B4NWXKufCSkhL89Kc/RVpaGgICAuSQTG/EMbfbjeDgYPz4xz/G6tWrAYBhmkRERDQtuVwudHZ2Dht8Ofg8Ucs8ePAA9fX18jGVSgWn04nLly979EKZSrNmzcL69esBjLwHwuVywW6348svv4Tdbv9G1bVEREREI%2Bnu7oYkSR57fAVR9xkMhie%2Bz1jCz8Xejx07dmDdunUIDAwEgBH3kij3Wbz55ps4c%2BaM/A6T1SuQiIiIiIhoPNS/%2BtWvfjXVD0FERERERERERET0NBlpEclYuVwuBAUFYWBgALdv3/a62ER8ZjKZEBcXh8TERHkxzHQIPxfXOXv2LFpaWryel56ejgULFvjlnqNh03siIiKaDFVVVaiqqpLrQ1G3vfjii8jJyfHLPVQqFWbPng2tVouqqiq43W6o1WqvdaOodR4%2BfAiz2YyYmBhERUXJteZkNBqQJEneCJiWlgadTofOzk50dXUBYPg5ERERPd2Cg4MRGRmJ8%2BfPe62vlAHf%2Bfn5iIyMnJCmTx0dHfjTn/4Eq9U67AY9ANDr9Xj22WcREhLit/uL925sbMTp06fle6tUKuj1eqxZs2bIvcS/JUny%2BDsRERHR00o53hYXF4fIyEgMDAygubnZY5xuJCqVCiaTCc3NzVi6dKk818s6yTvOAxMREZGSy%2BVCSEgIIiMjUV1dDbvd7jF3K%2BoDo9EIo9GIwMBAJCcnQ6VSweFwyA2jBoefO51O%2BftWqxXXr19HdHQ0UlNTfaor9Ho9kpOT0d3djfb2djgcjhFrPDEH3NXVhStXrqCsrAxarRZOp9PnOkbUp8HBwcjMzERycjI6OjrQ0dEh39uXGnWslNfU6/VYuHAhfvzjHyMsLEwOdyciIiIiIiIiIiIiIiIimmhi7d2ZM2dw8%2BZNaDQaj94rYl5z06ZNyM7O/kau01Oua0xMTMSMGTOg0%2BnQ1tYGs9ksn6dWq6FWq%2BW1dS6XC8HBwcjOzsb3vvc9lJSUAODaOyIiIpq%2BJElCZmYmEhISUF5eDrfbPaT%2BG41yLd2qVaumvD4UdVxaWhpsNhvu3LkzYo8YlUqF3t5eZGRkIDExcdL6yRARERFNpVOnTuHGjRvDHlOr1QgODsaWLVug0%2BnGfY/xhJ%2B/%2BOKL2Lp1KwoLC2EymdDY2AiHwzHifZS9BMvLy5GQkIDU1NQx9QoUY6KsBYmIiIiIaLIwAJ2IiIiIiIiIiIhoDIbbnPUkDejF98xmM86ePTtiI3xJkmA2m9Hc3IyZM2ciKioKFosF77777pSGnwOQG60eP37co2GqIO61atUqZGVl%2Be2%2B3rDpPREREfnLaLVeRUUF7ty543FOcXExduzY4fdnmTVr1lMdgq7VavHgwQOsXr0aO3fuBMAajIiIiJ5ewcHBaGxsxKNHj0YMDerv74fT6URxcfGE1GCtra04efKkHMg0nLS0NDz33HN%2Bv78kSfj8889x%2B/Zt%2BTO32w2tVov169ezziMiIqJvBeV4W2xsLKKiomA2m9HU1DSmEPTW1lY4nU7MmTOHzQZGwHlgIiIiGkzUTMHBwWhtbUVLS4vHcW8h6ImJidBoNACGDz8XxHcdDgcyMzORl5fn87ONNQRd3P9JQ9ABQKvVIiEhAYsWLUJ3dzeMRiOsVuuI88xjJUmSx3rFzMxMrFy5Etu3b0dISAjrMCIiIiIiIiIiIiIiIiKaVGK%2B9OOPP8ajR4%2BGhF%2BK46tXr36qAiL7%2BvrgcrnkOe7RKNcgRkZGYsaMGZg3bx66urqgVqthMpngdrvl3yc0NBSxsbF46aWXsGbNGuTk5AB4PN9ORERENF1JkoTU1FSkp6fj3Llzcs3kawi6JEmQJAkdHR0IDw/HjBkzJviJR38e0aMlLi4OtbW16Ojo8Hq%2BqOni4uLkvShERERE33QVFRW4d%2B%2Be19rHZrMhPz8fcXFx4xr/G0/4%2BY4dO7B161a5lissLERvb%2B%2B4QtDj4%2BORlpY24nOL9%2Bro6MCNGzcQGRmJgICAp2a8k4iIiIiInm4MQCciIiIiIiIiIiLykXIhysGDB3HkyBEsWrTIY9HweCUmJqKzsxN1dXVem4uKhqE9PT1oaGjA/PnzsW/fPhw9ehTA1IWfi3ubTCZ89NFHsFgsQ46Ld1q3bh0SEhL8eu/B2PSeiIiI/EVZI9TV1SEiIsLjmCRJuHr16pDF0AUFBSgsLJyQZ3qaQ9DT09Mxe/ZsrFixAgBrMCIiInq6BQUFoaurCzdu3PBaW4l6zGQyITs7G9HR0X67v7jn2bNnUVlZOWKwpsFgwLJly/xae4n3PXXqFBobGz3ePzQ0FOvXr/c4j4iIiOibTDneFhMTg%2BjoaJjNZjx8%2BNCnEHRxzGQyITQ0FKmpqayjhsF5YCIiIhpJaGgodDodLly4INcAos4aLgQ9JCQEKSkp%2BPTTT7F7924Aw9cYYj3e888/j23bto25TpuKEHTB7XYjICAACxYsQFRUFHQ6HRoaGuTfZbQ6dSTK%2BgsAysrKsHXrVixcuBA6nY51GBERERERERERERERERFNmcOHD6Onp2fIfKharYZOp8PmzZsRHh4OYPrveejs7MSZM2dw9%2B5dpKWlQavV%2BvQ95XsFBAQgMjISixYtQklJCXJyclBYWIiioiIUFxdj06ZN2Lx5M7KyshAWFgYADEsiIiKip4bb7UZSUhKys7Nx%2BvRpuFwur31YRhIcHIzCwkJoNJoprYXEfYODg9HW1obbt297XesnPnc6nSgpKYFarWYNR0RERN9458%2BfR11d3Yj7IXJzc5GRkTFp4ecvvPACAM9%2BewUFBejq6kJNTQ0kSRo10FwZgh4dHY2MjIxRn/Gtt97CZ599Bo1Gg9TUVIagExERERHRpGAAOhEREREREREREZEPlIs8Tpw4gffeew91dXUwGo0oLi5%2BohB08T2Xy4U7d%2B7AbDaPeL5KpZI3qVVVVcmfTVX4uXj%2Bjo4OnDhxAg6Hw2MhkAhuDwsLw8aNG6HX6/16f6XRmt6L34hN74mIiGg0yhrhww8/xH/9139Bp9MhLS0NGo1GrvtaW1tx5coVqFQque7Zvn074uLiJuzZnuYQ9MjISACswYiIiOjpJuqonJwc3Lp1C%2B3t7V7PAwCz2Yzk5GRkZ2f77RlEHVdZWYnbt28PWw%2BKc1JSUlBWVua3ewv379/HO%2B%2B8I99bbLpLSkrC6tWruSmOiIiIvlWU423R0dGIjo6GxWLxKQRd1E29vb2wWCyIjY1FTEzMZD7%2BtMd5YCIiIhqJqMMSExMhSRJu3rw5pAYbHILe09ODa9eu4dChQwBGrjG2bNmCHTt2jLu2mKoQdOU8bWpqKoqKipCWlgaTyQSr1QqLxeLxvqKm9XYtZdMt8XsWFBRg48aNePnllxEdHS3PXbMOIyIiIiIiIiIiIiIiIqKpYDKZ8NFHH8FqtQ455na74XA4UFpaipiYmGm/58FoNOKLL77A%2B%2B%2B/j5aWFuTm5iI6OnpcvW3EXuTAwEAkJSUhPT0dmZmZyMjIQGRkJLRarcd1p/tvQ0RERCSIdW/x8fGYNWsWzp49K6%2B18yUEXdQ9jY2NSEpKQlpa2pTXQmINXkZGBi5evIje3l6v5wGAzWbDmjVrEBQUNJmPSURERDQlzp8/j4aGhmFrPVED9vf3Y968eQgMDPT5usr9qHv37h1z%2BLmg3Mcxb948NDU1obGxcdQ9FspeghUVFdBoNIiPj5drPLvdDrVaLdeq77//Po4cOQKbzYaOjg4AQHJyMgICAnx%2BZyIiIiIiovFgADoRERERERERERHRKJQLUT7//HO8/fbbsNlsUKlUePDgAfr7%2B1FYWDjuEHRxvsFgwJ07d9DS0jLq4mlJkmCz2eSFylMVfq58/oMHD%2BL69evDnuN2u5Gbm4sNGzb4/f7CaE3vxe/JpvdEREQ0GmWNsH//fuzduxcAcOPGDahUKiQmJsqLgltbW1FeXg632y3XZuvWrUNUVNSEPuPTGII%2B0r%2BJiIiIniaijnK73TCZTKiurvY6nic%2Br6%2Bvx7x586DX6/36LOXl5aipqRmxvlKpVFiyZAkCAgL8UoeJMdCKigp5PFD57unp6SgtLX3i%2BxARERE9bQaHoEdFRfkcgi6OPXr0CFarFcnJyX6vHZ9WnAcmIiKi0SjX7SUlJaG1tRXNzc1Dai9lTdbR0YGHDx8CmNjwc2EqQ9BFjapSqZCcnIz8/HwsWrQIZrMZOp0ORqNRHu8EPGssjUbjsTYRAOLj45GZmYnvf//7WLNmDebMmQPg8bgh54KJiIiIiIiIiIiIiIiIaKqYzWYcOnQIDodjyDExb7pkyRLExcVNwdP5zmg04tSpUzhw4AAcDgcGBgbQ09OD0tLSce0N9uVczvUSERHR00rUR3FxccjJycGFCxfgcDh8DkEX/VoaGhowa9YsREZGTsJTeyfWROp0OnR3d%2BP27dtee8qo1WrY7XYsWbJkyp%2BbiIiIaDJcu3YNtbW1w45liXrJ4XCgsLAQ0dHRPvWIVu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m5Ki0t7fEao/aqqKhQU1OTsrKy%2BtWTxjxH%2BtJLL2nXrl2SOvfFtlqtCgsL04YNGzRp0iR6ywAAAAC4rRCADgAAAAAAAOCOU1BQoK1bt6qtre2Gw13Gpo/4%2BHg98sgjGj9%2B/JA/37xxxOFwaPbs2YqMjNTZs2dHLQS967j6cvAOAADgVmOxWGSxWBQeHq7i4mLV1NT06WCY8fnDDz885OHn5rHdKSHo0sdN%2BgEAAG5VNws/78qob9rb21VdXa3jx4%2BrvLxcDQ0NSk9PH/bQpIiICNlsNp04caLXZ9TV1SkyMlIzZsxgng4AAKCL7Oxs/eEPf%2Bh2zTUQCCgsLEyf%2BcxnlJWVNWzzW263W6%2B99prOnz/f7eddw8/Xrl0rafAhk0MRgp6fn6/GxkbNmTNHISEhAx5LT/x%2Bv5xOpxYuXKiDBw%2Bqo6NDdrs9OA7CzwEAQH8Z66Xm%2BbSb7YEb6jXW2zUE3W63B%2BtSws8BAAAAAABwKygoKNCuXbuUlJSk6Ojo0R4OAAAAhph5LfLkyZN6/fXXdejQIbW3t8tms90Q6t1X5rXYpqYm5efn69q1a1qyZElwv95AQ9BnzZolt9ut69evy%2B12Bz%2B/GavVqrq6OuXl5amgoEBjxoxRYmJi8HPjXXta07ZarfJ6vbpw4YK2bdumgwcPBu9r/jsZ309NTdUjjzyilJSUPr8nAADASDl16pR27typmpqaGz4zh5//3d/9nebPn3/b7V8bTAi61%2BuVw%2BHQlClT9Oyzz2rDhg1aunSp7rnnHt17771at26dHnzwQT300EPKysrSuHHjFB4ePur9ZgAAAO5ERn1ltVp17tw5%2BXy%2BHus5o9YrKipSc3NzsCdgXxjXvfrqq9q%2BfXvwfsa8n/FzWlqannzySYWEhFD3AQAAALitEIAOAAAAAAAA4I5hNAk9f/68jhw5Ir/ff8OGEuP3LVu2aMWKFSM2pvT0dMXGxurs2bM33Vg8nCHoAAAAd4K4uDiFhITo%2BPHjNz0QZrZs2TKlp6cP27jupBB0ak4AAHCrs1gsKi8v1w9/%2BEM1Njb2Gn5uMGpHI6SotLRU2dnZys3NVWhoqMLDwxUZGdnp%2BqGoi4z7jB8/XteuXVN5eXm31xmH4FpbWzV79myavAIAAPx/xsH%2BPXv26MqVK5LUaV7QqKPmzZun%2B%2B%2B/X1FRUcMyv9XR0aEXX3xRO3fu7PRcw3CFnxu6hqAnJCTI7XbfNATd/LeYNWuWFi9ePOix9DQ%2BIwR93rx5wRB0o3kt4ecAAKCvjDVSo46pqalRcXGxcnNzdeTIEV28eFE5OTk6d%2B6cWlpa1NraKrvdrrCwsOB3hnKd9XYLQa%2Brq1N7e7skws8BAAAAAABwaygqKtLOnTt1%2BPBhOZ1OTZs2jbOyAAAAdxDzWuTevXv18ssvq7i4OBhOPtDwc4N5rdXv96u0tFRXrlzRihUrhiQE3ev1qrKyUm1tbZJu3BvY0z3cbrcqKip04MABNTY2qrW1VRMnTuy03t2V3%2B9XY2OjXnnlFe3du1e5ubnBZ5r/TsYYHA6HPv/5z2vu3Ll9fj8AAIDhZtRSbW1t2rZtW7CmMddARn0THR2tL3/5y5o3b95oDXfQBhKCbvwtGhoaVF5erra2NmVmZiopKUmJiYnBMyGRkZHBa811JHOnAAAAQ8uoryIiInTs2DE1Nzf3WM%2BZz4bk5%2BertrZWc%2BbMkc1m6zS3aMxbmn93uVzaunWrduzYIan78HOjRk5OTmbdHAAAAMBthwB0AAAAAAAAAHcMY0P07373O9XV1XW7mcRqtSomJkaPPfaY4uPjh32zh3kzytSpU5WQkBAMQe/L5mVC0AEAADrzer2yWq2aOHGi8vLyVFVVddPvGHVXdna2YmNjNXXq1GEb350Ugg4AAHArc7lc%2BuEPf6iamhpZrdZgw6qbNZmSOje/slqtqqqq0oULF3T69GnFxcUpIiJC4eHhnWq7wTA/q7a2VufOneu2uZYx9paWFs2cOVMTJkwY1lAkAACA24XFYlFVVZWef/55tbe3d6qPjJpNkj796U9rxowZwzKGjo4OvfDCC9q1a5ekG5uNDnf4uaFrCLrT6ZTL5eoxBN08zs2bN%2Btzn/ucJA1bndlTCPqqVav0la98RRLBmwAAoHvmNVGLxaK6ujrt27dP27dv17Zt2/Tee%2B/pww8/1OXLl3Xx4kVdvHhRly5d0okTJ7Rv3z6dPHlSFy9eVEtLi2JjYxUZGdntvQfqdglBT01NVV1dna5du6aNGzfq6aeflkQNBgAAAAAAgNFTVFSk9957T4cPH5bL5VJ7e7tWr17NvjgAAIA7hHkt8p133tHzzz%2Bvtra24NrozXqqDKQutFqtqqioUE5OjlatWjXoEPQZM2bI7/ervr5eTU1N3e7F64nx7Pz8fJ04cUI5OTm6dOmSbDabmpqa5PP55PV6VVRUpAsXLuidd97Rq6%2B%2BqpycHDU2Ngbfp%2Bt%2BROP35557TsuXL5c0fPv%2BAAAA%2BsuoSXbs2KGdO3dKUqf6yahvIiIi9PnPf16LFy8etf1r5v2Dg9lLOJgQ9Pb2dlVUVKilpUUzZszoVL8SeA4AADByAoGAIiIilJiYqBMnTvTap8Y8R1hUVKSioiLZbDY5nU45HA5Jnec4PR6Pjh07pjfeeEP79%2B%2BX1Hnez6gnHQ6H7r//fi1ZskQOh4M6EAAAAMBthwB0AAAAAAAAAHeUxsZG7d69O3ggrqtAIKDk5GR96lOfkjQym37NB98mT56s2NjYmzZCNY%2BNEHQAAICP%2BP1%2B2Ww2SdKbb76p3bt39%2Bl75rrrzJkzhKADAADcAWw2m9LT0%2BXz%2BeT3%2B9XY2NipOUJfGk2ZeTweNTY26ujRoyopKVFzc7PS09MlaUjqMaMOTE9P17lz51RbW9vtdUaYe2lpqZYsWaLw8PABPxMAAOBOYNRhe/bs0alTpzo19jRbuHChnnzySUlD3%2BTzVgk/N/Q1BN08zk2bNumzn/3ssI7LPD4jBH3WrFkKBAL6m7/5mxF5NgAAuH0Z9Vtubq727dun//qv/9Lx48dVVlam9vb2YH1jXGv%2BLxAIqK2tTaWlpcrOztbBgwfV1tYmr9ercePGBe892DpxtELQ%2B3N9dHS0kpOTlZmZqU2bNkmiBgMAAAAAAMDoMcLPDx06pI6ODtlsNlVVVcnpdGry5MmjPTwAAAAMknktcvv27XrxxRcl9Xymw2Kx9PqZ8V9fWK1WVVdXD1kIekZGhiIiItTW1qaqqqo%2Bh6Ab67nGuGtqalRUVKRDhw5p37592rVrl95//33t3r1bJ0%2BeVElJiVwuV6e1Y/MzzPv%2Bnn32Wa1Zs6bTcwAAAG4V58%2Bf1x/%2B8Ad5vd4bzlgYwY4bNmzQPffco7CwsBEZU3c1k/n3rp/1t8YaTAi62%2B1WRUWFmpubNWPGDIWEhNBHBgAAYIQZtVdUVJSamppUUlLSa01mniOsqKjQ5cuXg%2BdJGhoa1NjYqNLSUp0/f15bt27V4cOHVVBQIOnGc8iGjIwMbdq0SWPGjBm%2BFwUAAACAYUQAOgAAAAAAAIA7yokTJ7R///5uPzM2laSnp%2Bvuu%2B8ObpweCeaDb1OmTFFUVJSys7NveuiNEHQAAICPmBshvPHGG3rllVckqcem8l0Rgg4AAHDncTqdmjt3rhYvXiyLxaLW1lY1NzffEIbUV0a9WFlZqbNnz%2Brq1atqbW1VcnKyQkNDg9cNpHGUUc8Z48rJyQmGZJqZG1hNmTJF48ePpw4EAACfaEYdtH37dl2/fv2GuUDj8wULFmjevHn9aoDaF7da%2BLmhawh6QkKC3G53MATdbrcHxzWS4efm8fn9fiUlJWnx4sUj%2BmwAAHD7MOa9AoGAGhsbtWPHDr3wwgvKycmRy%2BW6YS24p7BxM6vVKrfbrby8PB07dkxNTU2KiYlRdHS0bDbboOfaRiME3biuvLxcVqtVDoej1%2BtjY2M1ceJESdRgAAAAAAAAGFnmea%2Bu4efmtda4uDgtWrRoNIcKAACAQeoafr5161ZJN%2B6xM%2BpDY53U4XAoNDRUU6ZM0cSJE5WSkiKfzyebzSa32x38Xl/Cx4c6BH3ixIlKSkqSz%2BdTSUlJr2vCNxuXsRYeCAQ6/T2M9%2BppL6Tx71/60pdGbD8iAABAfxi10%2B7du3Xp0qUbahuj3pk1a5Y2btw4osGORk3l9/t1%2BfJlFRUV6ciRI7pw4YKuXLmiiooKdXR0yOfzKTIystP1/dnPZw5BP378eJ9D0Nvb23X9%2BnU1NTVp5syZstvtnB8GAAAYBaGhoXI4HCouLlZjY2Ov15rXwNvb21VbW6szZ87o0KFDOnbsmD744ANlZ2erurpaHo9H0o1zpEatGBUVpaefflozZswYvpcDAAAAgGFGADoAAAAAAACAO0pubq7Onj3b62bgOXPmaMGCBSN%2BwMt88C09PV1Wq1U5OTmEoAMAANxEb%2BHn3YVG9oQQdAAAgDuHUWvZ7XZFRERo3rx5ysjI0JQpU1RQUKBAICCv19uvMCFjfs74TkVFhS5cuKATJ04oNjZWVqtV0dHRnRpL9ac2M66NiIjQ8ePH1dra2uO8YHt7uzwej5YvX079BwAAPtH8fr%2Bqq6v1pz/9SR6P54bayAiAfOqpp5SYmNjvGq03t2r4uaFrCLrT6ZTL5VJpaWlwnKMRfm4eX2%2B/AwCATzajNvF6vTp8%2BLDefPNN7dmzRx0dHcH9dObaq6/Me/F8Pp%2BuXr2qwsJC1dfXa9q0aQoJCRl0zTgaIehFRUX65S9/qZqaGqWnp980BN1ADQYAAAAAAICRZMxHFRcXdxt%2BbnxeWFio9PR0jRs3bjSHCwAAgAEy70V755139OKLL0r6aE9dd8E%2BkmS32zVjxgx95jOf0aOPPqpNmzZpxYoVWr58udasWaOlS5dK%2BugsRVNTU5/Dx4cqBN1Yv01KSlJ6eroiIyOD/WCMa/qqawhoTz%2Bb38F4fkxMjJ599lmtWrVKEuHnAADg1mOxWFRVVaX//u//Vnt7e6c6ybzv74knntCcOXOGbRxde6%2BUl5ersLBQL730kt5%2B%2B239%2Bc9/1pEjR5Sbm6uLFy/qwoULOnnypD744AMdOnRI1dXVampq0qRJk/pdbw0mBN3j8aiiooIQdAAAgFFizMONHTs22BPa6/X2uR6zWCzBetA4X2zuQWP%2BX%2BnjOVOLxaLnnnsuOA86lGehAQAAAGAkEYAOAAAAAAAA4I5gbN44/P/Yu8/gOM77DODP7lUc7g69906CAMHeO0SqUKKq1Sw5HltOnInlTDKTzNgzbnLGydjJ2GMrcew4scZWoaxGybQkqkskxQ6ABZXoAIV%2BqIcruJIPmne1B9yhEQAB8Pl9IXC3t/se%2BOU/b/k/J0%2Bivr5e2RASTE5ODtatW3dDNnyoQytzc3MxPDysBDJNNhaGoBMREdHNTNQ6r776Kg4fPgxgYvj5%2BINgoQ6GMQSdiIiIaPkQNZGoj6KiopCdnY3169cjOTkZIyMj6O3tVa6frHmA2vg6bWhoCBUVFbhy5Qr8fj8SEhKg0%2BlmVZv5/X6YzWaEh4fj3LlzQccjDrz19PQgNTUVKSkp074/ERER0XIjSRKam5vxzjvvBH3f7/dDq9Xitttug9VqvWnCz4VgIeijo6Nob2/HwYMH8fjjj9%2BQcRERERFNxuv1QqPRYGx5dyp9AAAgAElEQVRsDM899xzeffdd1NfXA/hiDm8683ihiM%2BKe/X396O2thYXL15EYWEhLBbLddeNCxmCPjw8jI8%2B%2BggXLlxAXV0dxsbGZhSCTkREREREREREtJDa29tx5MgRnD59OiD8XJBlGZIkwWKxYPXq1WzsTkRERLTEiDVQAPjggw/w%2B9//XnltfN0nfi8sLMSBAwfw9a9/HampqTCbzcpZDI/HA71eD4vFgrVr1yIrKwtWqxW1tbUB662TmasQdCEsLAyFhYVITk5GW1sbXC6Xcr/rWcsONXafzwe9Xo%2BCggI89thjASFI3PdHREREi4nP54Pf78cbb7yBy5cvK2GOgqiVbrnlFtxzzz3Ka/Mx/yfuWVdXh1OnTuG3v/0tTpw4gZaWFgwMDAD4vNYS9ZQkSUrYuMvlQkNDA8rKynDlyhUkJycjLCwMOp1uRs%2B/3hD0wcFBrFq1iiHoRERERAtI3ScmOzsbOp0Oly5dmtE9xtd7oeo/9RzpN7/5TezevVu5nrUfEREREREtVQxAJyIiIiIiIiIiomVBbN44deoUmpubQwYHAYDVasWOHTtmfGBtrohxaDQaxMXFoaurC11dXdP%2BHEPQiYiI6GZ05coV/Nd//RcAQKfTwePxKO%2BpD8VFR0fD4XBM2tiAIehEREREy4u6LvL7/bBarcjOzsa%2BffsQHh4Ok8mE9vb2CcFH0yHqyrGxMQwODqK8vBytra3o6upCfn4%2BNBrNrMaq1%2Btx9epV9Pf3hxyPz%2BdDbGwsVq9ePaNnEBERES0XYg7s0qVLKCsrU5o6qUmShOjoaNx2220wGo1z8tyFDj%2B/3rm%2B8SHokZGRKCoqwqFDh65rXERERETzwefzQaPRwO124z/%2B4z/w6aefwm63A5hYd10v9VqsJEmw2WwoKyuD2WyG1WpFWFjYdd1/rkLQp6oHy8vL8eqrr8LhcAAArl69yhB0IiIiIiIiIiJatD777DMcOXIEo6OjIef8/H4/%2Bvr6sGPHDphMphswSiIiIiKaLbG2ee7cOTz33HMYHR1V9rAJ6jpw7969uP/%2B%2B7Fp06aA9VFxH7G3TbweExOD4uJiJCUl4eLFiwFniSczFyHoglhrTk9PR35%2BPiwWCzo6OpQ1W/G82Yahq7%2B7z%2BeD1WpFaWkp7rrrLqxcuTJgDERERESLiajjjhw5gu7u7gn1kKiRbr31VmRmZs55TSNqRrfbjcHBQTz77LM4evQoPv30UzidzglzkX6/P2CM4n0xTkmS0NPTg%2BrqauU870zmKxmCTkRERLQ0qXv45efnw2AwKDWheP967w98EYyuPofMeT8iIiIiIlrqGIBOREREREREREREy0pZWRmampom3QBsNBqxf//%2BRdHk3Wq1wu12o76%2BHi6Xa8rrGYJOREREN4NgdY0IOa%2Bvr1cCe0SjeLFp%2BO6778bOnTvR398Pm822LEPQ7XY71qxZw/qPiIiIKARRH4laKS8vD5s2bUJ6ejo8Hg%2BGhoYC5uGm03RqfHB6Z2cnqqqqUF5eDuDz%2BUaLxRJw/VR1msViwcDAAKqqqoJeL57V2NiI4uJixMTETP%2BPQERERLSMSJKETz75BPX19QAQtHYzGo0oLS2dkwD0hQ4/B76oYbu7uxEeHj6rBgbq%2Bce4uDhkZGRc97iIiIiI5ppYvx0aGsKPfvQj1NTUKO%2BNb4ivpl4bFtfNtJm8%2BIzdbkdNTQ0cDgeio6MRERGhvD%2BbtdfZhqD39fVBlmWkp6cra%2BHBnl9fX4/f/va3sNlskGVZucfVq1fhdruxYsUKaLXaGY%2BbiIiIiIiIiIhovng8HpSXl2NwcDDkvJ8syxgdHYXP50NRURHXNImIiIiWmIaGBrz22mtobW2d8J56z93Bgwdx//33IykpKWCtN5jx66Xp6enIyspCY2MjRkZGgl4T7NlzEYKu3o8XFRWFvLw8bNiwAT09PfD5fLDb7RPOmUz3vurrdTodUlNT8e1vfxubN29GfHw8AIYgERER0eLW2NiIl156KWjN4vf7ERsbi69//evQarVzUtOonyNJErq6uvDnP/8Zr7zyCsrLy2G32wFMPPsx1T0FSZIwMjKC1tZWDA8PIzU1FWazedrjYwg6ERER0dKk7uFXUFAAk8mE1tZWOJ3OWZ1ZEdSfM5vN%2BMY3voE9e/YA4HlfIiIiIiJaHhiATkRERERERERERMtKc3MzqqqqQm4WkWUZLpcLhYWFiImJuaEHv8SzMzIy0NjYiPb29mltcmEIOhERES1nYoOu1%2BtFT08PjEYjZFmGyWRCRkaG0szd7/dDp9MpYUN33303Hn30UaSlpcFgMDAEnYiIiOgmp66RJElCamoqSkpKsHHjRthstlk1nVLXbLIso7%2B/H1VVVTh16hRMJpMShK6u%2B4IRNVx2djZqa2vR29sb9FliTGazGUVFRWxiRURERDcdUfucP38ejY2NIa/T6XTYt28fTCbTdT1vIcPPRW1nt9tx7do1PP3002hra8OGDRtmXfMF%2BxzrRyIiIlosRP3T2dmJf/u3f0NLS4sS/D2emBcbX8uI9VFxv8muDTUGsX%2Bwvb0dvb29iImJQWxs7JRzepOZTQh6f38/urq6MDo6iry8PGg0moBr3W436urq8PTTT6Onp0epTf1%2Bv9LktL6%2BHkVFRUhISJjxmImIiIiIiIiIiOaL2WyGXq/H%2BfPnQ865qQMft2/fDq1Wy/1xREREREvEyMgI3n33XZw%2BfXrC%2BVb1nru77roLjzzySMC%2BvunWe6I2TExMRHp6OlpaWjA0NDStmnEuQ9DV94yIiMCmTZuQk5MDo9EIm80Gt9utfF9xvVj7lSQp4Gf1ff1%2BPzZs2IADBw7gK1/5ChITE6HT6YI%2Bm4iIiGixaWhowIkTJ0K%2Bb7Vacdtttyn75a6H%2BqxGV1cXysvL8fOf/xyVlZUYGBiAJEnKnrzZhFMKkiTB5XKhs7MTdrsdGRkZMzqfwhB0IiIioqVJ3cMvLy8P0dHRsNvt6Ovrg8/nC3k2JBQxP2owGJCXl4fHH38cW7ZsAcDwcyIiIiIiWj4YgE5ERERERERERETLSmNjIy5duhRyk4jf78fY2BjS0tKQn59/Qzf5is0uGo0GhYWFOH/%2BPIaHh6c1JoagExER0XLk9Xqh0Wjgdrvx%2B9//HseOHUNYWBgSEhKg1WoRFhaGtLQ0AMDVq1eVxgD33HMPHn74YQBfhFuKBgIMQSciIiIiUWfp9XpERkZi06ZNKCgogE6nQ1dXFzwej3JYbCZhSZIkwev1wuFw4MKFC2hsbERvby/y8vKUxgnBajXxuyRJSoh6sHpVNF0YHBzE7t27YTAY2OSViIiIbiqiljp%2B/Dja2tqC1kyi5lq/fj3i4uJm/ayFCD9X13KSJKG%2Bvh5vvPEGXn/9dTQ1NaGjowPFxcWIjo6e9fcgIiIiWoxEzdTd3Y2f/exnk9Z26kakWVlZyMvLw4EDB7Bv3z7s3bsX69evR15eHqKiojA0NISxsbGAhvJTzZ2Jmszj8aC7uxuNjY2Ij49HQkLCgoWgi/sPDQ2hoaEBtbW1yMjIgM/nQ1hYGBoaGnD8%2BHG88MIL6O3tDahN1SHwu3fvxp133jnjsRIREREREREREc0XMf8VHR2NtrY2dHZ2Bp1vE6/19PTAarUqe%2B6IiIiIaPES%2B/kqKyvx/PPPw%2B12B6z7qtc19%2B/fjy996UswGo2zepZ67TYuLg6pqaloaWnB4ODgtAKH5ioEXT0en88HrVaLuLg4rF27FsXFxSguLobH44HBYMDIyAh8Pl/A%2BNQ/x8bGwmq14uDBg7j11lvx4IMPIicnBzqdjmeEiYiIaEkQ9dnp06dRWVkZsodLYmIi9u/ff13hjuJZokb65JNPcPToUfzlL3%2BBw%2BEIePb1BJ%2BrSZKEsbEx9Pb2QpIkZGZmQq/Xz%2BjzIgQ9Ly8PZ8%2BeZQg6ERER0RKg7uGXlpaGtLQ0REdH4%2BrVq/B4PMo1oc6rjK9NIyMjcccdd%2BDgwYNYuXKl8jrDz4mIiIiIaLlgADoREREREREREREtK6Ojozh9%2BjSA4BuTxeaQvr4%2BFBcXw2KxLPQQA4jNLjqdDna7HXV1dQCmt6maIehERES0nKjDz3/605/i9OnT6O/vR3V1NRITExEfH6%2BEoKenp8Pr9aK%2Bvh533XUXHnnkEciyrNRBsiwzBJ2IiIiIFOo6STSdiomJwdq1a5GXl4fk5GQ0NTVhbGwsoDHCdOsr9ZxjdXU1qqqqMDg4iISEBJhMpoBnq%2B8pyzKSk5Nx%2BvRp2O32kKFPw8PDAICioiLWfERERHRTEbXZuXPn0Nraqsyrjb/G6/UiOzsbubm5s3rOQoSfq69tbW3FyZMn8fTTT6OhoUGpBSVJQmFhIdLS0mb1PYiIiIgWI7EOPDw8jH/9138NCD9X13aiBtPr9UhLS8N9992HRx55BPv27UNubi5SU1ORkJCAtLQ05OfnY%2BPGjdi%2BfTuSkpIgSRI%2B%2B%2ByzgHtNtf9OrLEODAygtrYWiYmJyr3mOwRdPF/8fTo7O3H27FkcP34c58%2Bfx5EjR1BVVaXUieraVMjPz8dDDz2EyMhIrhUTEREREREREdGiIeapDAYDuru7lSCkYNTzeCUlJdDr9ZznIiIiIpqBtrY2eDyegDML80mSJNhsNvzsZz/D8PBwwFqmem/f1q1b8cADDyAqKuq6nyfWbmNjY5Geno729nbYbLZpfX4%2BQtCBL86FREZGIiUlBZs2bcK%2BffuwZs0abN68GSUlJcjLy0NhYSE2bdqE7du3Y9euXXjwwQdxyy23oKSkBCkpKQAmBnsSERERLXaSJOHkyZNobGwM%2Bb5er8fOnTuh0%2BmU12ZCnL3weDxob2/Hyy%2B/jMOHD6Ojo0N5L9ieurkgSRJcLhd6e3uRkpKClJSUGe3PEzVsQkIC8vPzcebMGYagExERES0B6rnIqKgorFy5EuvWrYPdbofP51N6vgjBzoqkpqaioKAAf//3f4%2B1a9ciJiYGAGZ9PoWIiIiIiGixYgA6ERERERERERERLStGoxEnTpzA6Oho0PfFJpGxsTFkZ2cjPT39hm/ylSQJsiwjPDwcx48fn3LD8vjPAgxBJyIioqXN5/Mp4edPPfUUqqurlcAfl8uF6upqxMfHIyEhISAEvaioCPv37w9oOCA2EosQdIPBgP7%2BfoagExERERGAiU2n4uLisGLFCmzevBlWqxUulyugIdZkIUWCeH98EPqJEydgNBqVQ27jazWfz4ewsDCYTCZcunQJHo8n5L11Oh02btwInU7HA25ERER00xA1T3NzM6qrq4NeI2qwtLQ0rF69esZzZAsRfq7%2BLs8%2B%2Byzef/99vPfee0ozVVHfeTweuFwubN26lU1NiYiIaFlQrwP/%2BMc/RnNzc9DmoxqNBj6fD2azGYcOHcKhQ4ewYcMGGI1G5T5ifVXUTj6fDyaTCVlZWdi%2BfTsiIiIAAJ2dnVOGj49nt9tRWVmJxMREpKSkLFgIOvDF3kGn0wm73Y7e3l54PB7l%2BcE%2BGx0djVtvvRUlJSXKujoREREREREREdFiIea2VqxYgYsXL6Kvry/kdQDQ29uLNWvWID4%2BfiGHSURERLSkvfnmm3jrrbdQVVWFlJQUZb10Po2NjeH1119HRUWFssY7XmZmJg4ePIjc3Nw5eabYVyfLMmJiYlBVVYWWlpZpf36uQ9DFmMbTaDSIjo5GYmIiMjIysGLFCqxcuRK5ubnIyMhASkoKjEYjDAbDlPciIiIiWqxE7VJbW4uampqQvVtGRkZQUFCg7MWbzXNGR0fx2muv4c0338S5c%2BeU10PtqRtPjG38/rrp9PWTJAl2ux2dnZ3Ys2ePsgdwpiHo8fHxDEEnIiIiWkLUNZfP50NUVBTWrFmDnTt3wmq1Ijk5GS6XCzqdDgaDAeHh4bBYLNiwYQO2b9%2BOhx9%2BGLt370ZERETA%2BWDWckREREREtNwwAJ2IiIiIiIiIiIiWDdFkvrq6Gp2dnSE3/MqyjLGxMbS2tmLnzp0wGAyLIjQoMjISdrsdtbW1026%2BCjAEnYiIiJY2UcONjY3h5z//OSorK5Wm9%2BJAmdPpDBqCnpSUFLTWYQg66z8iIiKiqYw/fGaxWFBQUIBdu3ZBp9NBp9MpYUnA9BobqGs4SZLgcDhw6dIlXL58GW63G6mpqdBqtUrdJppmybKMK1euYGhoaMJzxP26u7sRGxuLnJwc1ntERER00xD1VXNzMy5dujRpTdbR0YFt27YhPDx82vdfqPBzwWaz4X/%2B539w7dq1Cc8T38tqtaK0tJQ1HxERES156nXgX/7yl8o68Ph6TqvVwuv1IjIyEk8%2B%2BSS2bt2K2NhYAF/Ug%2Bo5t/FNoMT6aE5ODnJzc5GcnIzy8vIZ7b8DAKfTiYsXLyIlJQXJyckLGoI%2Bk7FqNBps3boVhw4dgl6vXxT7HomIiIiIiIiIiNTU%2B%2BPGxsZQXV0Nv98f8qyvz%2BdDf38/1q1bB71efwNGTERERLS0PPPMM3jnnXfQ1taG7u5uDA0NITk5ed5C0MWapMPhwKuvvor%2B/v4JtZ1YC967d%2B%2Bc7n/z%2BXzQaDQAgMOHD%2BPYsWMzvsd8hKCrcb2WiIiIbjY1NTWoqqoKOd/n9/uVEHSz2Tyje9tsNly9ehW/%2BMUvcObMGdhstoD7hiJqMrFXT1zr9/thNBrh9/uVHjbq60LdS5Zl2Gw2uFwulJSUzLjmYwg6ERER0dImai%2BtVguj0YiCggKsXbsWu3fvxv79%2B7F3717cdtttOHDgALZu3YqCggKEh4crdeZczT0SEREREREtRgxAJyIiIiIiIiIiomVDkiRotVq43W5cuHAh5EZfsSFkeHgYTqdT2eS7GAwPD%2BPMmTMz/hxD0ImIiGipEvXK888/j%2BPHjysHuYTxIegJCQlISEhQmhZMdt%2BbKQR9dHRUCUFnk3siIiJaymYylzVX817qe2i1WhQWFmL9%2BvXIyMjA4OAg3G43nE6nUkNONwxdlmV4vV6MjIzg8uXLaGlpwdDQEDIzMwPmIyMiIuD3%2B1FRURG0lhPPc7lcWL16NcLCwq77OxMREREtBaIu8ng8OH78%2BISAckGWZXg8HqSlpSEzM3NadeJCh5%2BLZ9TV1aGzsxMajSbgeer13vXr18NisXCOj4iIiJY0SZLg9Xrx0ksv4cSJE/B6vRPm1ETNFRUVhe9973vIy8sLmDebTj2kXh81m83Izc1FUVERmpqaMDo6Ou05REmS4Ha7UV1djZSUFCQlJS1oCPpUxBxhcXExvvGNb8BkMl1XbUpERERERERERDSfxJya2WzGiRMn4HA4gu67UwcRrVu3DhERETwPS0RERDSJX/7yl/jggw/gcrkAfL6fraenBwMDA0hJSZmXEHRRm7322mv49NNPA14TP/v9fmRnZ%2BNb3/qWsjZ6vTWdej308OHDeO211wBMHlYZynyHoBMRERHdDESNZ7PZcPbsWSWYe/w1AGC322E0GpGcnAyj0Rj0fuPnAcvLy3HkyBEcPXoUPT09ynzi%2BB4046nnHf1%2BP0wmE9atW4cDBw7g3nvvxUMPPYQ9e/Zg/fr1SExMRE9PD0ZGRqb1nbVaLdatWweDwTCt69UYgk5ERES0/Gg0Guj1ehiNRuj1euh0uoCaVZIk1mxERERERLTsMQCdiIiIiIiIiIiIlg2x4cNoNKKmpgaDg4MhN3%2BIDcBOpxPx8fFKw9IbLTk5GRUVFejv71dekyQJ4eHhGBsbm/Sz6qb47e3tkCQJ%2Bfn5DEEnIiKiRUvUKJWVlXjnnXcwODgY9DrREN7pdKKsrAwZGRlISEiYsrnAUg1Bj4qKQnNz87RD0DUaDerq6tDT04ONGzey7iMiIqIlZfy8lcvlgsvlQmNjI1paWtDW1ob6%2Bnpcu3YNLpcLw8PDMJlM0Gg0yufmojkWEFiX6XQ6pKeno7i4GKtXr0ZPT48ytukePBO1pqg7u7q6UFlZiYqKCiQlJUGn0ynNG9LS0tDa2oqOjo6Q9xkcHERJSQni4%2BM530dEREQ3FZ/Ph3fffRcejyfo%2B36/Hz6fDx6PBzt37pwyqPJGhJ8Dnze/EnOcoYyNjWHXrl2IiYmZ9XOIiIiIFouKigocO3YsYC%2BcIGquyMhI/OhHP0JycvKs57zUn/H7/YiLi8OKFStgt9sxMDAAl8s17UZSTqcTV69eRUpKChISEq5rDm58CHqwhq/TodFo4PP5kJGRgX/6p3%2BCxWJh%2BDkRERERERERES16fr8fFosF4eHhyhxZMJIkwW63w%2BPxYMOGDdwXR0RERBTCT3/6U5w5c0apl8QaqMfjgc1mQ3d3N9LS0uY8BN3v98PtduPPf/5zQBClIMsyNBoNDh06hPz8/DlZywwVfj5%2Br99MMASdiIiI6PqIOtRoNOLDDz%2BE2%2B0Oep0sy3C5XLh27RoMBgOioqIQHh6u7A8U/4r7nT9/Hu%2B88w6eeeYZXLt2DW63e1p1n6hLRW2an5%2BPLVu24Jvf/CZKS0uRl5eH2NhYGAwGhIeHIzExEYWFhdi%2BfTs%2B%2B%2Bwz9PT0hHyGGFtvby%2Bys7ORlpY2678ZQ9CJiIiIlo9gtZh6vpaIiIiIiOhmwAB0IiIiIiIiIiIiWjbEhg%2BLxYKmpiY0NjaG3AQiXh8eHobT6URxcTGMRuMN3eDr8/ng8/lw4cIFdHZ2KuNITU3F1q1b0dzcDK/XO%2Bn4xHtOpxOdnZ3QaDTIzc2dssk/ERER0Y0gapOjR48qoT%2BTbfAVDbBWrFiB1NRUaDSaaT1DHYJuNBphs9kWfQh6TEwMWlpapgxBV4cxFRcXo6SkZN7GSERERDSXxjcpqKioQFlZGf74xz/izTffxLFjx3D8%2BHGcPn0a586dw5kzZ3DixAl88MEHKCsrQ0VFhTJXFhkZOeG%2BszX%2BsyaTCXFxcdixYwfS0tJgMpnQ1NSk1G%2BiZpyMup6TJAk2mw0VFRVob29HeHg4EhISoNVq4XA4UFFRodxbTZZleDwedHd3Y/PmzdDr9bP%2BjkRERERLic/nQ1hYGKqrq9Hd3R10Pk/UlZ2dnTAYDCgoKFh04efCwMAATp48GfQ9WZYhyzJKS0sRFRV13c8iIiIiuhHEXJjP58Mrr7yCK1euAAicdxM1mNVqxXe/%2B12kpqbOWb0l5tYiIiKQnZ0NvV6P7u5u2O32aYeg2%2B12dHZ2Ij09HdHR0dc1npycHCQkJODcuXPKd5xqPlFN/K0SExPxgx/8ABEREQw/JyIiIiIiIiKiJUHMxWk0GtTV1WFgYCDkei/w%2BZnYlStXIjIykmdhiYiIiMb593//d5w/fz7oOqFWq4XL5cLAwADi4uKQnp4OrVY7Z8%2BWJAn19fV48cUXAWBCPSd%2Bf%2BCBBxAdHX3dddx0w8/VZzmmGzLEEHQiIiKi6%2BPz%2BaDT6VBXV4eurq6g52tFHxeHw4HGxkY0NzfDaDTCZDIhLCwMw8PD%2BOyzz3DhwgW88MILOHbsGKqrqwFMDDUPRaPRKLVhQkIC9u3bh2984xtYu3YtrFarMr8o/hV1ojifsn79enR1daGtrS3knj7x3eLj47F69epZz1mqQ9ALCgpw9uxZhqATERERERERERER0ZLFAHQiIiIiIiIiIiJaVsTm3KysLFRUVGBoaCjktWIDcEdHB1wuF9atW6c0X70RG3wlSYJGo8Hg4CAuXbqkjGFkZARf%2B9rXsGrVKly4cGHaIeh2ux09PT0wm81IT0/npmUiIiJalJqamvCHP/wBHo9n0vAin8%2BHrKws/OM//iMKCwtnFPi4VEPQo6OjJw1BVzdsuOuuu/D4448r42btR0RERIudJEkYGhrCqVOn8Kc//QkvvfQSKioq0N/fD7vdDuCLRgfA57WP1%2BuF1%2BvF4OAgrl27hrKyMrz//vsYHh7GwMAAMjMzlTpoLmsin88HjUaDpKQkrFu3Djk5OYiNjUVbWxtcLpdy3XTCi8R3cjqdaG9vx/HjxzE2Nobw8HCsX78edXV16OzsnDB2cV%2Bfz4eVK1ciNjaWjQqIiIjopiBJEmRZxrVr11BbWztlveX1epGTk4OIiIgJ793o8HPxjPfffz9oUy7x2rZt2xAfHz8nzyMiIiJaaGK%2B6tixY3jjjTcABM6biTVRk8mEJ554AsXFxQHzgHM5BpPJhLS0NFitVnR0dGB4eHjK54jPDg8Pw263Iz09HRaL5brGk5GRgaysLJw7d06pN6ez/w/4vEbMzs7G9773PYafExERERERERHRkhQREQGbzYbq6upJ9/WNjIwgLS0Nubm53BdHREREpPLf//3fOHnyZNAwSLHnTavV4o477sDGjRsRHR09Z88WZxbOnj2LixcvKoGLarIsIzk5GQ888AA0Gs11P2%2B64edi7XXfvn2QJAmDg4PTOkfCEHQiIiKi2ZMkCVqtFk6nE%2BXl5SHrL7En0OVyoaurC59%2B%2Bik%2B/vhjvPfeezh69CjefPNNlJeXo6urC16vV7l%2BfK05/tnjzw8fOnQIBw8exC233AK9Xq/UdOK68WMTvWt0Oh1KSkpQU1ODnp6eoGeD1b/v2rXrumpddQh6fn4%2BQ9CJiIiIiIiIiIiIaMliADoREREREREREREtK%2BqNx/39/WhoaFA2/46nDrsU1xUWFt7QEHQAaG9vx4ULFwB8cRDPYDDg4MGDiIiIwJUrV%2BDxeKbVBHVoaAgOhwPx8fGIjY1dkPETERERzURTUxM%2B%2BeSToIE/6vDz3NxcfPe730V8fPysDoYttxD08eHnjz32GIC5DWMiIiIimkvqWmZ0dBRXr17FL37xC5w%2BfRotLS3KdeObco3/V02SJHi9XtTX1%2BP8%2BfNoamqCTqeDxWKB0Wicszk%2BcQ9xv6SkJBQVFWHTpk3w%2BXzw%2B/3o7%2B9XxjhVELp4T9SZtbW1qKysxPDwMDZv3owrV67A6XQG/azD4YDP58OmTZvYoICIiIhuCqKOtFgsuHDhAtxud8jaEAB6enoQGRmJwsJCAF/UcFmuTLYAACAASURBVIsh/Bz4vBY%2BduyY8iw1UUeWlpZybZeIiIiWtPb2drz44osYGBgI2pRUo9Fgz5492LNnDwwGw7zOc%2Bn1eiQlJSExMRGtra0YHBycVgi61%2BtFb28v9Ho9MjMzodfrZz0Gv9%2BPlJQUrFixAgMDA7Db7XC73Ur9J/6VJClgbtFsNqOkpAT/8A//AKvVCq/Xe92BAURERERERERERAtJrNdmZGSguroaNpst6HViXuzatWtYs2YNLBbLAo%2BUiIiIaHF64YUX8M477wQ9V6EOP3/iiSewf//%2BOQ0/B77Yl3fkyBF89tlnQQMp/X4/oqOjceutt17Xs2YTfv7QQw/h8ccfR2pqKlpaWhY8BH06zyIiIiJaTkT9k5ycjLa2NnR0dEx6LfDF3N/Y2BhGR0fhdrsBfHG%2Bdvz1wYjeM36/H2azGRkZGfjWt76F0tJSxMfHA8C0zxOrQ9ALCgpw9uxZOByOkNdbLBaUlpZe97kShqATERERERERERER0XLAAHQiIiIiIiIiIiJalrRaLWJiYvDpp5/C6XRO2OwsqBuI1tXVwWKxICcn54aEoIvn9ff348yZM8prABAeHo6dO3ciOzsbUVFRuHz58pQh6OJ7dXV1QZZl5Ofnw2Aw8BAdERERLQqi9vnwww9RU1MT9FCWaEyQm5uLH/7whwgLC7uuGm25hKBrNBqGnxMREdGSoq5Tampq8O677%2BLZZ59FX18fvF5vwHzVZE0KxhOfE5/t6OhAdXU1qqurkZOTg4iIiAnXXg/1530%2BH6xWK4qKirBjxw7IsgyPx6PUluL6yZ6prkFHRkZQXV2NmpoaDA8PB20MJq612WzIzs5WGjMQERERLWeintLr9Th9%2BjT6%2B/tDzuOJ1ysrK5GUlIT09HRIkgS3240//OEPNzz83OfzobOzUxnHeH6/H1arFffccw/CwsLm7LlEREREC0Ws5V6%2BfBkffPABfD5fQN0m6jWTyYQvfelLSEtLW5BxabVaxMXFISUlBS0tLUow%2B2RkWcbY2Bg6OjqQlZWFpKSk616rjouLQ35%2BPuLj42Gz2dDf3w8AQZu4lpSU4LbbbsN9990Hs9kMn8/H8HMiIiIiIiIiIlpyxHyaRqNBR0cH6urqgp71VQd65ubmIi0tjQE%2BREREdNMrKyvDW2%2B9haGhoQnviT1wWq0Wf/d3f4ddu3ZBq9XO21jef/999PX1hXxfkiTs2LEDRqNxVvefbfj5vffeC0mSEBsbi9TUVLS2tioh6FNRh6Dv2rVLObc7VQ3a09ODnp4eREZGBpwFJiIiIroZiLpHp9PB4XCgoaEBLpdr0s%2BEqs2mW7Op5w4zMzNx991349ChQ8jMzAyoxWZSk4k6zmAwoK2tDa2trRPOqajvt3v3buj1%2Bjk5o8wQdCIiIiIiIiIiIiJayhiATkRERERERERERMuSaA4fHx%2BPM2fOKAfeQgVaAp8fimttbYXVakVGRsaCHzYTz2lra8PJkycDXjOZTNi3bx8kSUJmZua0QtDVAUpNTU2Ij49Xwt2JiIiIbjRRk5w7dw4NDQ0T3heNCTIyMvCd73wHJpMJXq/3upu6L/UQ9NHRUaVBA8PPiYiIaClQ1yknTpzAn/70J5SVlcHtdk9oRnU9RH3pdDrR3d2NEydOwGAwIDw8HBaLBZIkzelhfnVjVr1ej6KiIhQWFiI3Nxft7e3w%2B/3Kd5yqzlTfb3R0NOQ4RU3qdDqRkZGB/Pz8OfkuRERERIudz%2BeDXq9HdHQ0Lly4gLGxsaDXqefwzp07h9zcXCQmJuL//u//8N577wG4ceHnwOc1X3t7O44fPz6h3hO/R0REoLS0dNaNYImIiIhuJEmSMDo6it/%2B9rew2WwT5sTEzwcPHkRpaemCjk2j0ShN75uamqYMQRdzeg6HA1evXsX27dsRFhY2qzlG9fVmsxnZ2dnYs2cPkpOTkZSUBJPJhOjoaCQlJWHbtm0oLS3Fgw8%2BiNzcXOj1eq4FExERERERERHRkifLMtLT03HixAk4HI6gc2ySJGFsbAy9vb3Ys2fPdZ8dISIiIlrKPB4P/vznP%2BPy5csAJoY5ir1yX/nKV7B79%2B557SHidDpx9OjRoEHsYmwGgwG7du2C2WyecY%2BW2Yaf33fffQHncGNjY5GSkoKGhgYMDg5OawwiBP3y5cvYtGkTDAZDyDGKZ/3xj3/EyZMnERMTg4SEBIagExER0U1H1D6ZmZn47LPP0NzcPC/72zQajVIPJiQkYPPmzfj2t7%2BNgoIChIeHA5hZ6Pl4kiRBq9XCbrfjwoULIQPIrVYrbr/9duj1%2Blk/a/xzrzcEfXh4GCtXroROp5uTMRERERERERERERERTRcD0ImIiIiIiIiIiGhZEht2o6Oj4XQ60dDQMK1DYw6HA11dXbBarUhNTb0hh81aWlpw5syZgNecTidKS0shyzI0Gs2sQtDLy8tRWFiI%2BPj4hfgaRERERNNSX1%2BPqqqqoA0YoqKi8Fd/9VfIysqCz%2BebswZWSzUEPSYmBo2NjRgeHsadd96Jxx9/HADDz4mIiGjxErUVABw9ehTPPPMM%2Bvr6lPplrsLPx9NoNHC73aiqqkJfXx/CwsKQmJg45yHogrinxWJBRkYG1q5di%2BzsbAwMDCg1pvpvMVuiYVdUVBS%2B9rWvMRSTiIiIbhqifpNlGTU1NbDZbMo83Xjq%2Bb2GhgZcunQJJ0%2BeVD5/o8LPvV4vZFnGqVOncOXKlQlzkOL3tWvXYvfu3XP6bCIiIqKFINY1W1pa8MEHH8Dtdk%2BY/5NlGWFhYbjnnnsQHx%2B/4PvyZFlGdHQ0EhMT0dzcrDS9n2zvnUajwcjICNrb27Fx48Y5aRjq8/mg1WqRkZGB4uJibNmyBXv27MH27duxevVqZGRkQKPRKONio3wiIiIiIiIiIlrqfD4fTCYTvF4vampqQu4dlGUZdrsdycnJSE1NZZAkERER3bROnz6Nw4cPA0DIvWbr1q3DHXfcAbPZPK9jGRsbw1tvvYXR0dGg70uSBKfTCZPJhFWrVi1Y%2BLn6%2BUJsbCySkpJw8eJFOJ3OkPsM1WRZRm9vL65cuYKcnByEh4crZ5nFWRHxjMOHD%2BPtt99GT08PRkZGEBkZifj4eNasREREdFMR53RlWca6detw9epVdHZ2ThrgPRPiPuJeBw4cwB133IE777wTOp1uzs4Ii7lHm82mnDkJJjY2Frfddtuc1nzXE4Lu8XhQV1cHr9eL1atXz9mYiIiIiIiIiIiIiIimgwHoREREREREREREtKzpdDro9Xq0tbWhv79/0mvFBt%2BhoSH09PQgIiICycnJCxaCLjZWnz17FpWVlcpmZBGedOjQIeh0OuW1zMxMREZGory8XNkQPlVQp8PhwMqVKxEWFjav34WIiIhICHZ4TDQekCQJTU1NuHTpUkAtI35esWIFDhw4AKPROOe12FIMQU9OTobVakVubi4efPBBAAw/JyIiosVN1HAvvfQSDh8%2BHND8KVitJeoaSZKg1WoBfFF/zYSo5zweDzo6OlBbWwudToecnJx5mesbfy%2Bz2YzU1FTs3bsXcXFxMJvNaG5uVr7zdJpojScadiUkJOAnP/kJIiMjlRBNIiIiopuF2WyGLMs4f/78lHN4ADAyMoKOjg4ANzb8XDwfAF555RV0dXWFrAfXr1%2BPoqKiOX8%2BERER0XwTc2THjh1DRUVFyDotKSkJjzzyCGRZviFN4GVZRkxMDGJiYtDU1ISRkZFJxyG%2Bh8PhQGRkJDIzM6973OLzYp5S/C0410dERERERERERMuVek7tzJkzIcN8/H4/PB4PwsPDsX79egZJEhER0U3H7/fD7Xbj9ddfR3t7OzQaTcC%2BN3ENANx2220oKSmZ9zFJkoSTJ09icHAwaH0mXtPpdFizZg0MBsO0zmyo9%2Bq9/PLLeOWVVwDMLPw8mISEBMTFxeH06dOT7jNUk2UZNpsNVVVVkCQJZrMZFotF%2BQ4OhwMvvvgi3njjDeUz3d3dGBgYgMViQWJi4qT3JyIiIlpu1CHo27dvR2VlJXp6epT6aabzeuJ6UQuaTCasXLkSjz76KA4dOoSkpCQAc3veQzzTZrPhk08%2BmfC%2BqCMzMjKwbds25Wz0XJlNCLpWq4XX60VYWBieeOIJWCyWORsPEREREREREREREdF0MACdiIiIiIiIiIiIlr34%2BHgAQGVlpRIKFGqDr9gU3N/fj76%2BPlit1gULQRf3Pnr0KDo6OgLGGB4ejttvv11pdirCorKysmC1WlFWVhYQxjmeusl/YWEh4uPjg4aREhEREc0l9eGxI0eO4OLFiygqKgo4zBYWFoYTJ07A4/EoNYv497HHHluQcPHFEIJut9uh1%2BuD1pzqWjQtLQ0FBQUAGH5OREREi5e6pnn%2B%2Befx2muvAUDQ5lsi2Mfv9wfUXuomVeKewnRqIDEGv98Pu92OsrIyyLKMwsLCBZkTE3NvGRkZ2LBhA7KysmAwGNDb2wuXy6VcN51mWurw86eeekoJP59pMDwRERHRUibqu6ysLPT29qK5uXlG67ehas2FCD8X46ypqcGbb76JsbGxoOOOi4vDV7/6VYSHh8/72jQRERHRfHn33XfR0dGhzM0JorbJz8/Hjh07lH18N4JGo0FMTAyMRiNaW1sxOjo6Ze3lcrng9XqxdetWZU5vroLQiYiIiIiIiIiIbhaxsbFwu92oqqoKum9OzL21trYiNzeXQZJERER005EkCUNDQzh8%2BDCcTmfQmkmSJERFReHhhx%2BG2Wye974hsizjwoUL6OjoCDlmAOjq6kJ8fDxycnJmFH5%2B5MgRvPjii8qzrif8XKzjpqamYmxsDLW1tVOe11B/z6GhIVy9ehWnT5%2BG0%2BlEW1sbPv30U7z99ts4fvy4cp04I93Z2YmkpCTk5eXxfAcRERHddCRJUs657tq1C62trQF986ZzdlbUhOI6o9GI9PR0PPHEE9i7dy/y8/MnPHOuiDq6qqoK58%2BfDznePXv2KH1y5tpMQtC1Wi08Hg/Cw8Px1FNPITU1dc7HQ0REREREREREREQ0FQagExERERERERER0YKb7gG6uWgSKp6VnZ0Nh8OhHFCbTgh6X18fenp6YDabkZKSEhA8PtfEd%2B3t7cXbb7%2BN4eFhSJKkPMtoNOKWW26BLMsTQtBzcnJgMBhw%2BfLlSb%2BbLMtwOp3o6enBzp07eYCOiIiI5pW6AcHrr7%2BOF154AdXV1fD7/Vi1apXSiMDv9%2BOjjz6Cw%2BEIaBQfHR2NQ4cOwWw2z%2Bs4F0MIem1tLZ555hkkJCQgNjY2ZAh6sLETERERLTbqOvCFF17A66%2B/DmBiIyp1neX3%2BxETE4OMjAzceeed2Lt3Lx588EGUlpZi69atWLduHfR6PUwmE3p7e5XPiXpsKuJZlZWVsNvtyM7OhsFgmOuvHmB8rZacnIzVq1djy5YtsNvtAIDBwcEpmzkw/JyIiIjoc%2Br6SpZlNDU1YXh4eMb30Wq1Cxp%2BDnwx9o8%2B%2Bgjl5eUT3hd1bXp6Ovbt2wedTse5PyIiIlqSBgYG8Oyzz8LlcoWct9u4cSOKi4tvWPi5oNVqERcXB4/Hg7a2Nrjd7pDXitqss7MTZrMZ%2Bfn5rNeIiIiIiIiIiIhmSJyTCAsLQ21tLYaGhibMs6nPUsTFxWHVqlXzHuhJREREtNhUV1fjww8/VM6%2BhrJv3z5YrdZ5rZVELXblyhU0NzeHPPeg0%2Bng8/lw%2BfJlbNy4ERERESHvKc7tAsCxY8fw3HPPKa%2BNP3Mifp9O%2BDkQuM9Qq9WisrISo6OjM%2BpvMzY2htHRUVRWVqK8vBx1dXXo6uoKGJP4G6Snp6O0tBRJSUlT3p%2BIiIhoOZJlWTnvumXLFgCAy%2BVCf3%2B/UjNptVrlvIY4O6EOPhd99nbs2IGDBw/i0UcfRWpqKkwmU8A1c03c88iRI2hvb59Q54r3d%2B/ejczMzDl/vvo5U4Wgi/Bzk8mEH//4x0hLS5u38RAREdHSxXVVIiIiIiIiWggMQCciIiIiIiIiIqIFIzbEqDfFjIyMwOFwwG63w%2BVyYWxsTAkfmovNM%2Bqg8OLiYvT19aG5uXnKEHTxns1mQ2dnJ0wmE9LS0uYtBF3c7%2BzZs/jggw8mjGPNmjXYuXNnQONX9VgKCgpgt9tRX18fcsO2%2BM4ulwuZmZlITEzkJiUiIiKaF%2BqwoCNHjuCFF14A8Hn9UlVVBafTiZKSEqV51ejoKKqrqwPukZKSgrvvvntBxnsjQ9D7%2Bvrwl7/8BefOnUNtbS2ysrJChqATERERLXbqOvCVV17BK6%2B8AiB4%2BLn4PSkpCWvXrsWTTz6JPXv2oLCwEKmpqTCbzYiIiEB8fDxSU1OxadMm7Nq1C6mpqbBYLLh27RrGxsaUe05WO6lruvr6egwPDyMjIwPh4eHz8WcISZIkWK1WrF27FmvXroVOp8PQ0BDsdnvAGMV3Yfg5ERERLVViDdLv9wfUiHM155WUlITe3l7U1dXNKDhTrK8CwF//9V%2BjtLRUGe98B3BWVVXhd7/7Hbxeb8B8o3rN96tf/SoyMzM5N0hERERL1vDwMN5///2AebvxCgsLUVRUtChqHoPBgLi4OHR2dqKjo2PSa0UN53K5UFhYCLPZvECjJCIiIiIiIiIiWh7EfGBUVBQaGhrQ0tIS9KyGWGtub2/Htm3bFnyfHxEREdGNdvnyZZSVlYV8X5Zl6HQ6bNy4EbGxsTPqGSKu9Xg809ozJ%2B6r1%2Btx%2BvTpgHMhgkajgcfjgVarxf79%2B5Gfnw%2BLxTLlPU%2BcOIGXXnpJCShX14XqMycPPPAA7r///hmvL8fFxaG5uRktLS0z%2Bpx6jOqfx4/RZDJh37592L59O894EBER0U1N1G6yLKOwsBD5%2BfmIjo5Gf3%2B/0lMQgHK%2BRPwcGxuLmJgY3HPPPbj99ttx9913Iz09XQlMV9dhc03sX2xtbcVbb70Fu90e9Dnp6el4/PHHodVq53wMapOFoIt6W4Sfp6amzutYiIiIaGkS9dhnn32GY8eOYeXKlTf8vAYREREREREtT/M7Y05EREREREREREQ3PXWzeFmWMTIygpaWFpSVlaGjowNXr16F3%2B9XNifr9Xrk5OQgJiYGO3bsQFxcHKKjo5X7zabxqXqD9Fe/%2BlU4HA7lcN348CX1uMWm4KamJrz44otwOp3Yt29fwP3mUnt7O44dOxYwZjG2iIiIkN9N2L9/P65du4ZLly6FDHb3%2BXwYGhpCZWUlSkpK5r2RPxEREd18QoWfi6Bwv9%2BPo0ePwu124/HHH4der0d6ejqAL2o9URuKJgoLUbOoQ9C3bt2qvH716tVJ60YRQOn1evG///u/AIADBw5M65kejwcXL17E%2BfPn4fV60d7ejt/85jf4m7/5G%2BTn5y%2BKpv9ERERE0yVqKQB4%2B%2B238ac//QnAFyHegvr37du3Y8eOHVizZk1AvTW%2BDhJzdbIsY9u2bdi8eTMOHDiA559/Hs3NzRgYGFCeH6xmE/cQ73/00UfweDy47777kJKSMi9/j2BEs1a9Xo/ExEQ89thj2LZtGxoaGvDyyy/D4XDA5XJBkiSlKQHDz4mIiGgpErWXx%2BOBy%2BWC2WwOur46mzVX8ZlHH30UTU1NuHLlSkDA%2BmTE%2B/fff/%2BChp93d3fjnXfeUeY71TWrmJdcv349cnNzldeIiIiIlqKuri6lEWio0KKRkREAn9dhi2GuKz4%2BHvfffz8aGhrQ29s7YT5TEDVcfX09Ojo6kJCQsNBDJSIiIiIiIiIiWvLE%2BuzDDz%2BM6upqdHd3T7jG7/dDo9FgeHgYH330Ee677z5IksR1VCIiIrppiHDFYOuuwOc11ejoKN577z2sWLFCOacwVb0karHOzk68/vrruPXWW5GZmTmtMUVHR8NgMCghjGL9VKvVwuPxQKPR4JFHHsHWrVsRExMz5f2qqqpw7Ngx2Gw2AAgZfn7PPffg7rvvnnEtKL7rrbfeirKyMtjt9pBnTYJRj0f8LP4V/y9FRUW4/fbbodPpeBaYiIiIbnrqmjQ9PR3p6enYs2cPRkdH0draCpvNBrfbDa1WC6vVCovFgvz8fEiSBLPZrNxH1HHzfcZD1G4XL15ER0fHhPfFPsKsrCxotdoFqfdEnVlYWIh//ud/xk9/%2BlM4HA74fD6Eh4fjqaeeYvg5ERERBaWe9/v%2B97%2BP1atXc66KiIiIiIiI5o3mhz/84Q9v9CCIiIiIiIiIiIho%2BRIbX5qamlBeXo5f//rX%2BPDDD1FZWYnOzk64XC643W74fD64XC44nU50dHSgoaEB586dw6lTp2AymWA0GmE2myFJkhJ4NJtxaLVaZGRkoKurC52dnUowUqhm%2BOrGq7W1tZBlGQUFBcrrc7Wxx%2B124/jx4zh79iw8Ho8yHo1GA4PBgPvuuw%2BJiYmTPtNisWB0dBTV1dUhv4/4rqOjo9iyZQt0Oh03JxEREdGcmSz83Ov1BtReDQ0N6O/vx6pVq5CVlYXGxsaAg2GJiYnYt2/fgtYq6hD01NRUGI1G2Gw22Gy2SetG0WDL7/ejvLwcFosF2dnZU469rq4Ov//97zEwMKDce2hoCPX19cjMzERsbOx8fVUiIiKiOSdqnzNnzuDZZ5%2BF2%2B2eEO6oDg%2B699578dBDDyEjI0OZ8xO15Pg6SjQvVc%2BNRUVFoaSkBDExMRgZGUFvb%2B%2BU83Xqmq61tRVDQ0OIi4tDdHT0nP4tJiPGJ%2BY4o6KikJOTg02bNiEpKQl2ux29vb3w%2BXyIjY3Fv/zLvzD8nIiIiBYtUdN4PB54PB6cPXsW5eXleOONN/DWW2/hL3/5C9566y2cOXMGp06dQnt7OwYHB6HRaGC1WpXaaCbrrurasaSkBJcvXw6YX5uKVquFxWJBQkICoqKi5nzddzy3241Tp07hgw8%2BgNvtDnhPXS8fOnQIK1eunJcxEBERES2U7u5uHD9%2BfNLG8QkJCdiyZcu8NyidLr/fj8jISKSmpuL48eOTrgvLsgyv14uhoSFs3LgROp3uBoyYiIiIiIiIiIho6RLrsxqNBp2dnWhsbFTOYqipQyZ37do17VBPIiIiouWgqakJFy5cmLQHiiRJGBwcRFRUFNLT02cUfv6d73wHdXV1cDgcSEpKQkRExJRjslqtcDgcqKmpUcYl1k%2B1Wi2efPJJ7N69OyC8MpSenh688847KCsrm1DjqffUHThwAPfeey9MJtOU9xxP3FOn0%2BHEiRMYHh6GJEkBdeVsakvx%2BZUrV%2BLb3/42wsPDA87CEBEREd3Mxp8PMRqNiIiIQFpaGvLz87Fy5UoUFBQgMzMTycnJMBgM0Ov1ATXhQs7/VVVV4Te/%2BQ28Xm/AnkH1mZUnnngCcXFxCzYuMX8aHx%2BP/Px8fPzxx9BqtfjJT37C8HMiIiIKStQtHR0d%2BMEPfoChoSHk5eVhw4YNs%2BrbTERERERERDQVBqATERERERERERHRnFNvKPb5fHjzzTfx3HPP4eTJkxgaGpoQfimuE8RhsbGxMYyMjODcuXNob2%2BHy%2BVCTk7OdW%2BiMZvNSEhIQE9PD7q7u6cVgg583pz%2B0qVLcLlcWL169awa8odSWVmJF154AcPDwwGH5nw%2BH0wmE%2B6%2B%2B26Eh4eHfI64Pjs7G5WVlejq6gp6rfiOTqcTO3funNZhRCIiIqLpEvXHyy%2B/jBdffBFAYMglEBg62dzcjO7ubmRlZUGWZVRVVSl1ocFgwM6dO6HVapdcCHpFRQV0Oh0SExMRFhYGAMqhN3FtfX09nn76afT29gY0ZZBlGYODg6ivr8emTZtgNBoX7LsTERERXa/m5ma8%2BuqruHbtGgAE1E3quvDLX/4y7r//fuj1euX96dR86iYGfr8fRqMRGRkZWLNmDQYGBtDW1jbl/dR1W3t7O6Kjo1FYWDjzL3ud1OPz%2B/0wm83Izs7Gnj17YDKZEBcXhyeffJLh50RERLTojG8u1dnZiddffx2vvvoq3nzzTVy%2BfBkdHR2w2WwYGRmBw%2BFAX18furu7UVtbi7Nnz%2BL8%2BfO4dOkSdDod9Hp9QNPT6ay9inowLCwMKSkpqK2tDVhnnYzP50NXVxeuXbuGxMRExMbGzmsI%2BuXLl/Hcc89haGhoQlMs8fPu3bvx4IMPApibtWciIiKiG6Wvrw8ff/xx0JpM1DharRbbtm2DTqdbFHWPqMsSExMhSRKqqqpC1pTidY1Ggz179gTMbxIREREREREREdH0SJIErVYLi8WCjz/%2BWGnKr56XE3OHvb29MJvNyMvLWxTziUREREQLQavV4uzZs3C73ZPuh3M6nfD5fEhLS5u0b4g6BOn73/8%2BRkZGAADd3d0YGBhAcnLypJ8Xe9o0Gg1qampgt9uV161WK7773e9izZo1U4aAi8Cl06dP48iRI0GDJsXPmzdvxqFDhxAXFzfpPad6ntFoxMDAAGpqagLO8ZrNZrjd7mntORTE51NTU/Gd73wHFouF4edEREREQYwPMxf1pN/vD3pe4kbM%2B3V2duKNN95Aa2ur0udPTZZl7N27F6WlpUo/xIWiDkEvLi7GnXfeyfBzIiIiCmr8vN/Q0BAAID4%2BHlu3buVZVSIiIiIiIpoXDEAnIiIiIiIiIiKiOSU2wfh8Ply8eBEvvfQSjh49ipGRkYD3AEzrIJg4MNbd3Y3y8nIMDAxg1apV0Gq1sx6jJEmIiopCXFwcuru70dvbO2UIunosdXV16OzsRFxcHCwWCzQajXLYbjYaGxvxn//5nxPCLyVJgizLuP3227F58%2BZJNxCJTdSyLCMuLg4XLlyA2%2B0Oeq0Im1qxYgXS0tK4MYmIiIjmVENDA371q18BAPR6PTwez4Rr1LVXe3s7RkZGsGrVKly%2BfFlpfuB0OrFlyxZERkYu6PiBuQlBv3LlivJdkpOTlSYG3d3dqKiowO9%2B9zv09PRMCD8XP%2B/cuRObN29eoG9MREREdH3E3NjHH3%2BMEydOwOv1Bsw3qeucL3/5yzh06BCA6wt3otmtzgAAIABJREFUVDdBCAsLw%2BbNm%2BHxeNDZ2Qmn0znl5/x%2BP4qKivC3f/u3s3r%2BXBJjEvN7%2Bfn5WLNmDUwmE8PPiYiIaFFRN%2BtsbW3FyZMn8atf/QqVlZWw2WwAPq/91IHi6npPzJ25XC50dHTg0qVLOHv2LEwmE0wmE8LDw5V1z%2BmEoANAREQEzGYzmpqaMDo6OuWaryRJ8Hq96OvrQ01NDRITE5Wwy7l29epV/PrXv0ZfX9%2BEdWAxxpUrV%2BKhhx5CREQEm6ESERHRktfT04NPPvkkoN4Zb3h4GBs3bkRMTMwCjy40UQvqdDo0NjZiYGAgZF0pSRKGh4eRmJiI7OzshR4qERERERERERHRshETE4OxsTHU1NSEnIsDAKPRiI0bNy540BAR/T97dx7V1nmnD/y5VwIJIUAgiX0zmzGL8Yp3x1tjx26Wppm26UkybU8ynXPSM02amc70NEt7Jr%2BZTKfTaZNJZ9JO27TTtEnd7I2T2DG24wXvmLDYBoPBWGwCIXah5er3R86rSCCwMKvt53NOjgFd3ftK%2Bed73uX7EBHRXNFoNDh69Ch6e3vHXbcUf29tbQUApKenQ6fTjbkuWAiSWq2G1%2BuF2%2B2G1Wq9Zgi6qMHMZjOamprQ1NSE8PBwZGVl4bHHHkN2dvY19/yJc7lXrlzBT3/6U1/4%2BOigSQDIysrCXXfdhby8vJC%2Br/GI8bS1taGiosK3pzExMREPPPAALl%2B%2BjIGBAd93GWz8/n/zer1IS0vD008/zf1%2BRERERJPgfxZ4PszvORwOHD58GAcOHBjTo0/UhmFhYbjrrruQlpY2J2MWezDNZjOio6Nn/flEREQ0/40376coCrKyslBaWjovai8iIiIiIiK6%2BTAAnYiIiIiIiIiIiKaN2ATjdrvx5ptv4sMPP0RVVRWAzzb2hhJ67m90Y/zGxkZcvXoVSUlJiImJmVJAktFohNFohNVqDSkE3f/1K1eu4OrVq3A4HEhLS0N4eHhIgU3%2B1zidTtTU1ODFF19EZ2fnmPBLEaC5c%2BdOpKSkhNzk3%2Bv14vjx4xgcHAz6HvH50tLSUFhYyI1JRERENK10Oh2MRiOqqqrgcrl8oUajja6tZFlGVlYWGhsbfX/Pzc1FRkZGSIFH020qIejitaamJlRVVeHSpUtoamrChQsX8MYbb%2BDo0aO%2BpvnBQo9KSkrw0EMPQaPRzMlnJyIiIpoMUf80Nzfjv//7vzEyMhJQK/nXPHfffTfuu%2B8%2BAJjWZk8ejweyLKO4uBjt7e24fPly0OvEPKOiKCguLsZTTz0V8P65Njo03v9fIiIiovHM1vyRf/1WXl6O119/HR9//DEcDodvDlDMcU203ipIkgS3242BgQGcOnUKFosFDocD2dnZk/o8KpUKRqMR4eHhaGlpwfDwcEjrql6vF/39/Th27BjMZjPS09N975uO77S%2Bvh7PP/88rFbruI1aTSYT7rjjDhQXF/uC44mIiIhuZGq1GocPH8bIyMi4TfgVRYFer0dRUVFI%2B%2B1mk9FoRG9vL2pra8etacXcZ2ZmJgoLC2d5hERERERERERERNNvLufpnE4nzp07B5fLNeaMhhiTxWJBQUEBEhIS5mSMRERERLNJURSEhYUhIiICn3zyCVwuV9Dr/M%2BxNjY2QqVSIT09HVqtNuBewUKQ3G43gM/28NlsNlgsFuTm5kKv1487LkmSUFhYiEuXLiElJQUPP/ww0tLSQjobIkkS7HY7fvGLX6C1tRUqlSpgT50kSZBlGWq1Grfffjs2bdrk%2B5xTrVWdTieOHDnie44IsywpKUFjYyPsdrvv2tFnYcTP4eHhKCgowHe/%2B13ExMTA4/FApVJNaVxERERENPsURUFlZSVee%2B019Pf3j3sWeseOHdi1a9dcDnVe7a0kIiKi%2BeVa835JSUlYs2bNHI%2BSiIiIiIiIblYMQCciIiIiIiIiIqJpIQ5oOZ1O/PKXv8ShQ4dgtVoBYNyG7pMlNgu3traivb0dJpMJcXFx1x0CJMsyTCYTzGYzuru7YbVaJxWC3t3djUuXLuH8%2BfPIzs5GREREwCE1/8b44mfxe2trK44dO4ZXXnkFXV1d44ZfbtmyBXfeeeekPldkZCT6%2B/tx/vz5oJuYxfgXLVrEJqxEREQ07dRqNbKzs5GQkIBTp05BURSo1eqg9aB/bdXc3Iyuri4MDQ35QpLcbjfWr18/ZwezpiME3el0wmKx4MKFC6itrYXdbofT6Ry3Rk5KSsKuXbuQlZUVUD8SERERzVeSJGFoaAi/%2BtWv0NLSMqYRlaiXSktL8aUvfQkRERG%2Bemm6iHudO3cOr732mu9g3uhx%2BoefP/nkkwDAxlNERER0w2pra/OtT85GCLq4/3vvvYff/va3aGtrg8fjmfJasJhH6%2BjoQEVFBTo6OpCSkgKdTud77VqfTaPRID4%2BHpIk4erVq3A4HCF9H2Lsp06dwvDwMLRaLUwmk69uDPU79R/jwMAAzp07h5deemnC8HNZlrFq1SrceeedCA8PD%2Bk5RERERPOdx%2BPB3r17MTw8HPR1MVfodDqxefNmqFSqeROCLuq/rKws1NbWoru7O%2Bh1Yg15eHgYmzdvnva5TiIiIiIiIiIiopl0%2BfJl7Nu3D263G7IsIzIycswZ2NmUnJyMlpYWXLlyJejZDDGH6HK5sHjxYoSFhc3q%2BIiIiIhmm6jHVCoV6urqYLPZQjrHWldXB0mSfCHo1wpBEs8SPWJiYmKwcePGgAD10eNSFAXh4eHIy8vD6tWrYTabQ1ovFXXmJ598gkOHDsHhcIz5PGIddsmSJXj44Yd9n2866lO3240DBw7A5XL51nqXL1%2BOoqIi3Hbbbb4zzT09PQHjEj/n5ORg06ZNePDBBxEVFQVFUXgGhYiIiOgGdf78efziF7/w1dnBev6VlJTgwQcf9NXV82F/IxEREZEg5v3a29vHnfeLiYnBpk2b5s1ZjVuN3W5Hb28v9Ho9/x8QEREREdFNiQHoRERERERERERENGX%2B4ec/%2BtGPcPLkSbhcLgCBG3unyv8AntVqRUdHB2JjY2E2m6ccgp6YmIju7m50dnaGFIIuNpG4XC50dnbi%2BPHj6OrqgiRJSEpKAoCAjSbiZ6fTidOnT%2BNPf/oTjh07hr6%2BvnGb3ufk5OC%2B%2B%2B5DbGxsyBuhxdja2tpw9uzZca8BgPT0dCxduvSa9yQiIiK6Hunp6cjIyEB5efk1Q9BFneNwOAB8FmA5NDSEjIwMJCQkzNlG3qmEoIv3j76f/%2Bv%2BtFotNmzYgM997nNQq9Uz8GmIiIiIppeYs2pubsa%2BffswODgYUOeI0PHo6GjccccdyM/P9/19up05cwb/%2BZ//CafT6Wt6OnocDD8nIiKim8XFixfxve99D01NTVi1atWshaDv3r0bf/zjH33NEKZjLVjM%2B4mxX7lyBZcvX4bH40FycjLCw8ND%2BmxarRaJiYkAPg2HdzgcE675imeL2rG%2Bvh7Nzc3o7OzEokWLAmpI8TlHj0G8Jv7e2NiIsrIyvPnmm2MaYgliTCUlJXj44Yeh0%2BnYFIuIiIhuCl6vFxqNBpcvX8bVq1fHrcVkWUZPTw8kSUJhYeG8qYP8x9Hc3IyGhoagn0H8Hh4ejp07d3J%2BkYiIiIiIiIiIbhhNTU3Yu3cv9uzZg/LyctTW1kJRFMTExECn0427LjpTxDqpyWRCVVUVBgcHx1wj5uOcTifWrFmDyMhIrq8SERHRLSE6OhoajQYnT5685jnW0SHoqamp0Ol0E4Yg%2Be%2BPy8zMxLe%2B9S2YzeYJxyRqsKioKF9Qeih1mbjm5ZdfRnNz87jXJSYm4tFHH/WFjF9vD5nRBgYGUFZWBpfL5fuuFixYgLy8PKjVaixevBglJSUwmUyIiYmBWq1GTEwMCgoKsGHDBtx3331YunRpQLA8EREREd14Ghsb8cILL8BqtY7b8y85ORk7d%2B5EdnZ2wFkRIiIiovlCkiR0dnbiH/7hHzA0NDRm3g8AkpKSsHHjRtYyc6CjowPPP/88jh8/jry8PMTExDAEnYiIiIiIbjoMQCciIiIiIiIiIqIpESFBIyMjePbZZ3H%2B/PkJm5eOPlwX7OeJNmf4v7%2B7uxtWqxVxcXFTDkE3Go1IS0uD3W5HW1vbNUPQR7/f4XCgsbERR48exaVLl1BXVwe32w2bzQar1YrGxkZ88MEHeP/99/HOO%2B/AarX6DsgF2wit1%2BuxdetWrFixArIsT2rDitg4ffjwYd%2Bhw9GvA0BeXh6WLFnCDTFEREQ0Y1JSUpCbm4sjR45AUZQxQZTjEdeMjIzAaDSiuLh4TuuV6w1BD5V4/9KlS/HQQw9Bq9WyRiMiIqIbgqhXdu/ejerq6qCve71eLFq0CF/96ldnrL45c%2BYMfvazn/nCzz0eT8AYGH5OREREN5OLFy/ihz/8IRRFQWdnJ1pbW7FixYoZCUH3v98rr7yCN998EwBCnuebLP914ObmZnR0dCAnJwcREREhfbaIiAhfaLrFYsHQ0FBIIejiGrvdjosXL6Kqqgp2ux0GgwHR0dEAAhu1jg5t7%2BzsRHl5OV5%2B%2BWVfY/5g68Di/1Fubi6%2B853vTHujViIiIqK5JGqjtrY2VFVVXbNe9Hq9yM7OnncNnWRZhtlsxscffwyXyxX0GrVaDVmWsXnzZmg0mlkeIRERERERERER0eQ1NTXhgw8%2B8J3tUBQFdrsdFRUVqKurQ1NTEzIzMyHLMtRqtW/Obibn7sR9NRoNzp8/j/b29qBr0bIsY2BgAA6HAytWrJg3c4lEREREM0XUYOnp6ZAkCbW1tZMKQdfpdFCr1Xj22WdDCj9/7LHHkJycPKOf6ciRI3j33XeDhkiKGrCwsBDr169HWFjYtNV8Yj9iWVlZwDmT6OholJaW%2Bs49R0ZGIi8vD6WlpdiwYQM2bdqEtWvXYtGiRYiMjAzolUNERERENxZFUXDhwgW88MIL6OzsHLfnn1arxfr163H77bdDrVbPwUiJiIiIJibmDcvKylBRUYHw8PAxZx4kSUJiYiI2bNgwR6O8dXV2duL5559HfX09BgYG0NraioyMDBgMhnl1ZoaIiIiIiGiqGIBORERERERERERE102EBDmdTvzwhz/EpUuXgm7uFYfQxGE6SZJgNBoRHR2N9PR030GvkZER33smakQ/EyHokiQhNjYW%2Bfn5sNvtaGlpCTnMUmwmEde2t7ejoaEBJ06cwKFDh/Dxxx/jxIkTaGhogNVqDfh8wZoxeL1eLF68GF/5yleg0WgmtVlFXGe32/Hhhx8G3WgtnnHbbbchOzubG2GIiIhoxni9XiQmJqKgoABHjx6Fx%2BMJOSxcXHfhwgXk5OQgKSlpFkY8vpkKQRehR1lZWXj88ceh1%2BsZekREREQ3lM7OTrz99tsYGBgYUxPJsoyIiAh8/etfR0JCwrQHcgKfhZ%2BPjIww/JyIiIhueiL83OPxQK1Ww%2BPxoKWlBe3t7dMegu4/R/Xaa6/hrbfeAoBxmz2J14BP6zBRbwVrWDoe/3XR4eFhXLlyBefPn0dJSQkiIyMnFYIeGRkJi8XiCyMP5bniv%2B7ubtTU1ODAgQNoamryhal7vV4MDAzAZrOhq6sLNTU1ePvtt/H%2B%2B%2B/jwIEDGBwchMfjCVgbF0StmpycjCeffBLR0dGcByQiIqKbiqipwsPDcebMGTidzqDrp6Ke6%2BrqgsFgQEFBwYwHKU2Goijwer04efIk%2Bvv7g45JURS43W7cfvvt0Ol0czBKIiIiIiIiIiKi0PmHn7tcroDwRq/XC5vNhoaGBpw%2BfRrNzc2Ijo6G0WgM2H83U3N3Xq8X4eHhSExMxJEjR%2BB2uyd8llg7ni/ziUREREQzwX/9NC0tDf39/Whqago5BL22thZHjx7F0NBQSOHns3F298CBA6ivrw/6mvg8f/3Xf420tLRpfa4kSbDZbNi/f3/AvsfU1FSsXr3aV1OK79vr9UKtVkOtVo95jfUnERER0Y3H4XCgsrISv/jFL2C1WoOehxF19LJly/DQQw9Bq9Vy/pGIiIjmJVGfWCwWnDlzZtxzvpGRkdi0aRPPrs6izs5O/PSnP0VDQwNkWYbb7UZ3dzfa2tqQmZnJEHQiIiIiIrqpqOd6AERERERERERERHRjUhTFF37%2B//7f//NttAi2uVc0OFCr1di6dStyc3NRUlICWZah1%2Bths9kwMjKCvXv3oqmpCbW1tb77BGsOL54v7l1XV4c333wTALB48WKo1dc/9Wk0GvHoo49Cp9Nh37591xyH4B9m7n%2BgUGwwkWU5oNl9sM1Coul9bm4u/vZv/xY6ne66m96LoKdg4xbPjo6OnvR9iYiIiCZDNEIoKCjAU089heeeew7Dw8MThiQJ/vXeRx99hOTkZCQkJMzSyIPzD0Ffs2YNZFnG3r17ffVrKJ/Ln6gRk5OT8b3vfQ9RUVEMPSIiIqIbzpUrV2CxWAAg6DyUSqVCXFwcAEx7ncPwcyIiIrqVjA4/929KeuzYMQDAo48%2BCrVaPeU5JjEHBgBvvfUW3njjDQBjw8/958sURQl4zb82E0KZP/OvKb1eLy5duoSnnnoK//RP/4SMjIyQxh8dHY0NGzbAYDDgT3/6EywWi%2B/zjLfm67/WC8C3Fn7ixAmcOHECAKDVaiFJEjweD9xud8Basv/nG/0MMQ%2BYkpKCZ555huHnREREdFMSNVFqaipMJhPsdnvQ%2Bs%2B/fty9ezfS0tKwatWqedPISZZlxMbGIi8vD62trePWj/NlvERERERERERERKP5N04PFn4u5uz81zslSUJHRwc6Ojpw5MgRbNy4EXl5edi2bZtvXXMm1jjFmnNaWhrWrVuHgwcPjjkTK35uamrC6dOnsXPnTs7PERER0U1P1DtRUVHYuXMnHA4HysvLJzzH6v%2Ba0%2Bn0Be3433Muws87Oztx%2BPBhAOPvIYyOjkZKSsq01pyiLrbZbL77ir4wPT09cLvdvt404vsOVmey9iQiIiK6cfjPjXZ0dODUqVP4y1/%2Bgp6engn7I%2Bbk5OBv/uZvptTzj4iIiG49cxVofa1%2By5PpgUdTNzr8XKxvu91u1NbW4g9/%2BAO%2B8pWvIDMzc24HSkRERERENE1UP/jBD34w14MgIiIiIiIiIiKiG4vYoOtyufCTn/wE1dXVE27u1Wq1WLFiBe6//37s3LkTGRkZ0Gg0CA8PBwBEREQgKioKRUVFWL16NdRqNZqbm%2BF2u30NT4M1EvV/rbu7G1arFXFxcTCbzde9gVjcc9myZVCpVLBYLHA4HL7PM1EIerB7Bfs5GPFdJSUl4cknn7zupvcibL6urg4nT54MOmaVSoWoqCjcfffdDEEnIiKiGScaIpjNZhQUFOD06dMYGRkJqbYSr9vtdpjNZmRmZs75QTH/UKfU1FTExcVhcHAQbW1tE9au/u8XvF4vUlNT8cwzzyAmJoYH4YiIiOiGIuah9u3bh/r6eqhUqoA6SDTHWr58ObZt2zbtz2f4OREREd1KJgo/F1paWtDe3o4VK1ZApVL56rXrId538OBB/OY3vwEA3z0F/3kwr9eL%2BPh4ZGdnY/PmzVi5ciU2bNiAjIwMpKWlobe3F5Ikwel0Bn3/RFQqFYaGhnDy5EmkpaUhISEhpM8VHh6OpKQk5Ofno6GhAT09PRM2KR1NjE2MU6yPu91ueDyegLlAcb/R9bD/vXJycvDkk08iJiaGdSkRERHdtBRFgVqthkajwblz54LWrUDgvr%2B2tjYsWLAAcXFxszza4EQdXVlZicbGxqDXqNVq6PV67Nq1y7cHkoiIiIiIiIiIaL4Qa5XNzc3jhp%2BPJtY6xbpwc3Mzzp49i7q6OvT19cFsNkOn0/mun8p6dLDxqtVquFwuHD9%2BPOi5DPG73W5HcXEx9Hr9tDybiIiI6EYQExMDk8mEwcFBWCyWa/ZgCfbzXIWfA0BbWxv2798Pr9c7bj26YMEC7Nq1a1oDo8S99u3bh7q6uoDvIyoqCps3b%2BY%2BPiIiIqJ5bnSo6HjzkuLv4rXz58/jnXfeQVlZGfr7%2B4POjYq50NTUVHz/%2B9%2B/7p5/REREdGt59dVXMTQ0hJSUFF8vutkKQRfPstvtOHz4MNRqddAe0CaTCVu2bJmTcPZbTbDw89FztG1tbejr60NpaSlrTSIiIiIiuikwAJ2IiIiIiIiIiIgmRRyGc7vd%2BM1vfoPy8nLfxht/YnOvXq/Hl7/8ZWzfvh05OTkAxt9ELMsywsLCUFhYiISEBAwPD8Nqtfo2Bc9GCLo4tCdJEhYtWgSDwQCHw4HOzk54vd4xQU5T4d9g3%2Bv1Ij09fcrhl%2BKeH330Eerr68f9ztLS0nDPPfdM7QMQERERhUjUWCaTCfn5%2BThz5gwcDkdIIUeyLMPpdKK5uRnFxcUwGAzT2izrevhvPI%2BPj0dqaioAoLGxcUwwkj//v6nVahQUFOAf//EfGXpERERENyRRj%2B3evRs2m23cuq6goABLly6d1mcz/JyIiIhuJaGEnwvTGYJeXV2N1157DX19fWOaPfn/npOTg7Vr1%2BJb3/oWbrvtNhQWFiInJwfp6em%2BWnDVqlVYuXIlenp64PV6MTg4OGETVn9ijXZ4eBiVlZVISkpCQkJCSGupsiwjNjYW69evh8VigdVq9dWOoQaw%2B4e8j/dasOeK1yIiIlBSUoLHH3/c1xCLdSkRERHdrETtqSgKTp48OeGasPjb4OAg3G430tPTERkZOavjHY8kSairq8OFCxeCvq4oCqKjo3HnnXeyARUREREREREREc1Lzc3NeOedd3Dy5Ek4nc4Jw8/9iXMSYq6vo6MD1dXVOHbsGCRJgtvthtlsDpgLnK6zHWlpabBarWhubh4zpyh%2BHxkZQVFREZKSkub8XAkRERHRbIqLi4PRaAwpBD0YUQ9mZmbi29/%2BNpKTk2d4xJ/Vlh9//DEqKyuD9qUR9VxKSgo2bNgwIzVeWVkZLBZLwH0TEhKwadMmrvcSERERzWOiB5/b7UZdXR10Oh3Cw8MDrnG73ZBl2VfrdXZ24tChQ/jlL3%2BJpqamcedGxbnkxMRE/OAHP5hSzz8iIiK6dfzrv/4rDh48iKGhIej1eiQlJc1qCLp4Rk9PDw4ePAhg7BlXr9cLnU6HzZs3Q61Wz/iYbmXXCj8XAfVarRZ/93d/B4PBMIejJSIiIiIimj4MQCciIiIiIiIiIqJJEeFB77//Pg4cOACHwzHmGrG5Nzo6Go888gjWrFmDmJiYgHuMRxxIS0tLQ2JiIgDgypUrcxaCnpGRgbS0NMTGxuLChQsBG5mnssnI/3CeSqXCokWLpiX80uv1YmBgAO%2B99x66u7vHjFHcd/v27cjPz2eTByIiIpo1o0PQKyoqMDw8fM0mC6LWGxoaQnV1NdavXw%2BtVjvndYz/xnODwYDly5cjOjoaHR0dGBkZCQiiEuMUnzMrKwsbNmzA1772NURFRTH0iIiIiG5YIyMj2LNnD4aHh8fUdKLOW7JkCQoLC%2BHxeKbl8P9shp%2BPPmg4WwcPiYiIiIBPaw%2BHw4Ef//jHsNvtY2qf8UxHCPrAwAD27NmD6urqMYfuxT0B4Pbbb8e9996L2267DRqNxlePifeI%2BikiIgJGoxGlpaVIT0%2BHJEkBTetDmSNUqVRwOByoqqqC2WxGQkJCSA0YFEVBWFgYVq9eDUmS4HA4fEHsk2kAGyr/5ljJycnYuHEjHnroIej1ejbEIiIioluGwWCALMuorKyccE5NkiR4PB50dnYiOjoaqampYxqUzjYx1urqaly4cGHM2EUNmZiYiC1btvjqSiIiIiIiIiIiornivybs9Xrh8XjQ2NiId955B8PDw77r/IPNQyGulSQJQ0NDqKmpwbFjx9Df3w9JkmAymQL25U1lf514r8fjQVVVFTweT9A9iS6XC21tbVi7du2czyUSERERzRZRKxmNRphMpusKQfd6vUhNTcV3vvMdJCcnz8rZCHH/06dPo66uLug4xfiTk5Oxfv36aTt3ItTV1eH//u//xowpPT0dGzdunLbnEBEREdH08t%2BX9/zzz%2BO1117D%2BfPnodfrMTIygtjYWACfzo3a7Xa0t7dj9%2B7deP/993Hw4EG4XC4AgX3%2BBHHmIzk5GT/4wQ9gMBim1POPiIiIbg3PPfcczp07BwDo6OhAX18foqKiZj0EHQC6u7tx8ODBcecFtVottm7dirCwsFkZz60olPBzt9uNyMhIPPvss0hNTZ3D0RIREREREU0vBqATERERERERERHRpNXU1GDPnj1oa2sb85rY3BsdHY1vf/vbWLZsWUiN5wX/zTtGoxGJiYlQq9VobGz0HVabrRB0MY7Y2FgUFBQgPz8fTU1NcLlccLlcvvtOdqOR/2eIj4/HunXr8Mgjj0xL%2BKUkSaipqcHbb78d9Lmiqf7999%2BPuLg4BjYRERHRrBI1lslkwsKFCycVgq5SqdDf34%2B6ujqUlpZCo9HMixB0MT5JkpCTk4NFixZh4cKFsFqtiIiIQH9/P7RaLTQaDRYsWIANGzbgvvvuw6pVq3xB7myIT0RERDeqjo4OvPPOO3C73WNeE/Xd4sWLsWjRohsq/FzUd6Lea2pqglar5QE/IiIimlWSJCEsLAzJycm4fPky7HZ7yO%2B93hB0cd2lS5fwxz/%2BES6XK%2BB9/jXYl7/8ZXz1q1/1rTn6N5gStZR/Q3xFUaBWq5GQkIDS0lLo9XrYbDb09/f75siuNUcoyzJGRkZQW1sLk8mEpKSka9Z64tmyLCM/Px/p6enQarW4dOlSyAHsoRjdpGDFihXYtWsXtm7dynlAIiIiuqWIubWoqChcvXoVnZ2dE14vyzKcTieam5uRkJCA5OTkOa2bFEWBx%2BPBnj170N7ePu51W7ZsQXFxMWs8IiIiIiIiIiKaU2Id0u12o7y8HA6HA3FxcUhNTUVxcTEMBgNGRkbQ09Pje49KpZrU%2BqhYq1UUBW63G/X19aiurkZVVRXMZjMkSYJOpxtzvmIyxPWJiYnggtY5AAAgAElEQVQ4d%2B4crFbrmHVc/3Hk5uYiPj5%2Bzs%2BUEBEREc2G0T1YTCYTBgYG0NraOqm6bvny5Vi5ciXCw8NnpYYStdrBgwfR0tISdJ%2Be%2BF2r1eJzn/vctK2/imefPHkS1dXVAc8CgAULFmD16tXT8iwiIiIimn6iXv3www/x3nvvwe12o6urC8ePH8f%2B/ftx7Ngx7N%2B/H/v378cbb7yBgwcPor6%2B3jcPOrr29K9/vV4vFixYgKeeeorh50RERBSS5557DhUVFZBl2VdnzGUIutPpxL59%2B8Y9FxsTE8MA9BkUavi5TqfDP//zPzP8nIiIiIiIbjoMQCciIiIiIiIiIqKQ%2BDcC2L17N86dOwcgcGOvaB6g1%2BvxzW9%2BE0uXLr2uZ/nfMzo62heC3tDQMOsh6P73TkhIwJIlS2A0GjEwMIDu7m7f6xPdX9xn9OaU5cuXY9euXdi%2BfTt0Ot20NL3v6OjAyy%2B/DJvNNqYRhfh5x44d2LJly6xtkCIiIiLyN5UQdEmS0NXVhfb2dpSUlCA8PHxeNKzy33xuMBiQlpaG9evXY8uWLVixYgV27NiB22%2B/HVu2bMGyZcsQHR3t%2B7xsiE9EREQ3Mrvdjv3790NRlDGviRotLy8PRUVFU37WbIWf%2B4dvtre3Y9%2B%2BfXj11VdRUFCAuLi4eVF/EhER0a0lPj4eaWlpqKurQ39/f8jvu54QdEmS0N/fj5/97Gfo7u4OmLMTa8EA8OCDD%2BLuu%2B8OuF8o9wY%2BW3fOzc31hVtevXrVV7uFGoJ%2B/vx5JCcnIzk5OaRn%2BzeAXbJkCVJSUuByudDb2wun0%2Bm7djJh6P7rwIqiQKVSwWw2Y8eOHfjGN76BtLQ0qNVqzgMSERHRLUXUSHq9Hv39/aiurp6wXhO1ksPhwKVLl5CZmYmEhITZGu4YYqx79uwJCIUa/fqmTZuQmZk5m0MjIiIiIiIiIiIKINZYnU4nXnzxRbz77rtoampCXFwcjEYjzGYzFi5ciM2bN0Or1UKv1%2BPq1asBa8Chro2Ofo/T6UR7ezvOnDmDiooKaDQaREZGBgShT5b/mmtFRQVGRkaCjsPhcEClUmHFihXcy0dERES3jNFnWLOzs9Ha2oqOjo6Q79HU1ASv14v09HRotdoZHO2nxHjLy8tx9epV32cYTZZlSJKENWvWQKfTTbkPiliDHhgYwEsvvRSw71LUsxs2bEB%2Bfj7PhxARERHNY/X19XjvvfdgtVoBBPbv6%2B/vR29vL3p7e%2BF2u31nXURtNzr8XPyuUqmwePFiPPHEE4iJifHNSRIRERGNxz/8HAjsRzJXIegulwt79%2B6Foihj5tskSUJERAQ2b94MjUYzo%2BO4FTH8nIiIiIiIiAHoREREREREREREFCL/xp7vvPMOAARteB8REYEHH3wQq1evnrYm7nq9HkajEXq9HnV1dQHhRqNNdwi6IDYT6fV65OTkYPPmzVCr1dDr9bBYLGMO20mS5GvQ778pWqVSIT8/H9u3b8fXvvY1pKenQ61WT0v4ucPhwOHDh3Hq1Cm4XK6A8YjvRKfTYefOnUhJSeFBPCIiIpoz1xuCLnR0dKCrqwvFxcXzKgRd8Hq9CAsLQ1hYGOLi4hATEwO9Xo%2BwsDBfMKcI6SQiIiK6kXV3d%2BPgwYMAEPRgHACEhYVh/fr1UzqoN1vh5%2BJ%2BHo8Hr7/%2BOj744AMcPHgQAwMD0Gg0WLJkCWs4IiIimhNmsxkZGRkzGoIuXrt48SIOHToU0ATKP/z8S1/6Eu65556A90yG//xYfHw8MjIyEBcXh9raWrjdbt/a6Xj8Q9BramqQlpaGpKSkkJ4r3i9JEtLS0lBUVITFixejs7MTKpUKg4ODAY2txHvEz%2BLZo79LjUYDrVaLL33pS9ixYwduu%2B02X1NW/2cTERERzSeinvFvuDRdDbfEPfLy8lBfX4%2B2trYJ98aJOmtoaAjnz59HdnY2TCbTlMZwPcS4T5w4gb179457XVpaGh566CGo1epZHB0REREREREREdFnRDCP0%2BnEs88%2Bi3PnzsHj8cBms6G7u9t3platVvvOtK5evRrZ2dkICwtDX18fhoaGfPcL9SyHuMZ/3dZut%2BPUqVNoaGiAxWLBggULAHza3H0y843iOrVajbq6Ot86brBzsp2dncjOzkZCQkLI3xkRERHRjU6SJN8eu4GBAfz5z3%2BGy%2BUK6b2ijqqrq4MkSbMSgi7qu/r6etTV1Y17ndfrxfDwMOLi4pCXlzfl9WrxPf35z3/G2bNnffv9xLMkScI999yD%2BPh47u0jIiIimqcURcGHH36Io0ePAggMMfcXLPDcn/%2B8p8FgwJo1a/DII48gKipqWnr%2BERER0c3tRz/6Ec6ePRsQfg4E9jye7RB0RVEwMDCAPXv2jHsOV61WY%2BvWrYiIiJiRMdyqGH5ORERERET0KQagExERERERERERUcguXbqEV155BYODgwFN7oFPN%2BGo1Wps3rwZmzZtQmRk5LQ9V1EUREdHQ6vVory8HE6nc8LrZzIEXYxHlmUsWrQIa9asQX5%2BPjIzM%2BF2uxEREYH%2B/n5f2LmiKIiNjcWCBQtQUlKCBx54AFu3bh0TljQdG5Tq6uqwe/du9PT0jLm32Bizfv163H333VN%2BFhEREdFUiaAjk8mE/Px8nD17NuQQdEVRfCHoRUVF8yYEXRivzmPgEREREd1s%2Bvv7ceDAAXg8nnFrOJ1Oh23btl33vNxshJ%2BLA4Q2mw21tbX4%2Bc9/jiNHjsBqtQL49KCZx%2BNBaWkpwsPDWc8RERHRnJjpEHTxt9dffx11dXVjQjABYNu2bbj//vt9c3jXW%2BP5N3GIjIxEVlYWMjMzcebMGbhcrjFN7EcTa7EOhwNVVVVYtGgRjEZjSHOE/s/WarUwm81Ys2YNVq5ciaioKERGRsJut8Pr9fpqT/9GBF6v17dOnpqaivz8fNx777247777sGzZMl9Q53yaryQiIiICPpsDE//6r13613b%2Be%2BSut54Rc3aSJCE/Px%2B1tbVj9rQFG58syxgcHER1dTVyc3NhNBqv6/nXS4zv0KFDuHDhwpjXRR28aNEirFy5EiqVijUfERERERERERHNOnG%2B1el04l/%2B5V9w4cIFyLLsm%2Bvr6upCV1dXwJlaMS%2BYlJSExYsXY926dXC5XAgPD0dXV5dvPTTUIHQAY97T3d2Nuro6nDt3DpcvX4bJZEJMTExACFEo82kRERG%2Bs8Sj3yOe6fF4kJqaioULF85ogAARERHRfKIoClQqFVpbW/HMM89gYGDgmnvtBP8eLLMVgi7qtIaGBtTU1Ixba4q/OxwOLFy4ENHR0VN%2Bdm1tLT766CPfXkD/5yQmJmL79u2IjIxkHUlEREQ0z4ga8tSpU3j55ZcBTG7O0p9/j8SsrCxs3boV9957L3Q6HcPPiYiI6Jr%2B%2BZ//GZWVlVCr1QFnSoW5DkEvKyuDy%2BUK%2BnpERAQD0KcZw8%2BJiIiIiIg%2BwwB0IiIiIiIiIiIiuibRjPTEiRM4ceIEFEUJ2GwhNmAkJyfj3nvvndbNFiKsaGBgAM899xy6u7tD2pA8UyHoAMZsKEpISEBubi7WrVuHbdu2Yd26dbj99tuxc%2BdObNmyBbt27cKOHTuwdOlSxMfHQ6vVTvumpNbWVrz00ku4evXquN9PXl4eHn74YURERLDhPhEREc0LUwlB93g86OjogNVqnZch6ERERES3gpGREXz44Ydwu91BX5ckCR6PB4WFhYiLi5v0fNhshJ%2BLe1VXV%2BMPf/gD9u/fj9bW1oCmr4qiwGazYcWKFb5ASyIiIqK5MJMh6F6vF729vXjjjTfQ398/Zo4uPz8fX/jCF3whlFOdh/N/vyzLSE5ORlFREY4fPw6n03nNOUL/EPSzZ89i1apV0Ov1IYegC4qiICwsDHq9HgUFBVi7di3Wr1%2BPtWvXIisrCwsXLkRKSgqysrJQWFiIxYsX44477sAdd9yBu%2B66C5s2bUJqair0en1Avct5SiIiIppvRH3S398Pi8WC/fv3o6ysDPv27cMHH3yA2tpaXL58GS6XC1FRUdBoNL73Xs86rLheq9VCq9WioaEBw8PDE75H1HiDg4OoqqpCVlYWzGbzJD/p1FRVVeF///d/AQQ2ThX7/dRqNb7xjW/4GpMRERERERERERHNJnFu1u1248UXX0RFRYUvyGeiM7X%2B68SyLCMyMhIlJSVYu3YtDAYDAMBmswXsBQw1WMg/UBIAent70dzcjEOHDqG7uxuDg4PIyMgA8NkZkvHm1sSaq9lsRmtrKywWy5hrxedtbGxEaWkpoqKiJv9FEhEREd1gREBjW1sbnnnmGfT19UGtVgecsbiW2Q5BF3VcWFgYjhw5MiYUyH9cwKd1ZHx8PHJzc6%2BrF4t4j8PhwO7du1FVVRUwDvGcDRs2YP369VzvJSIiIpqHJElCY2MjXnjhBTgcjknXvADGBFKuWbMGX/ziF7Fq1SpfXxqGnxMREdFEFEXB1atXUVdX56sdxpvXmu0QdEmSEBYWho8%2B%2BgiDg4NjXpdlGeHh4di4cSP0ev20PvtWxfBzIiIiIiKiQAxAJyIiIiIiIiIiomuSJAl2ux0///nPMTg4OGYDjvj53nvvxerVq6ftuf7h50899RRaW1t9jRZCMdMh6KOfpVKpIMsy9Ho9YmJifP9qNJqADUjT3fTeYrHgv/7rv3D58uVxN0eZTCZ8/vOfR15eHmRZ5mE8IiIimjdEnWQ0Gicdgu52u9HR0YGuri6GoBMRERHNAUmScPjw4QmDi5xOJ9LS0pCbmzsvw8%2BFN998E%2BXl5XA4HGPGqVKpIEkSCgsLkZ6ePiMHDYmIiIhCNVMh6JIkobW1FW%2B99RaAwCb1Xq8Xt912G9auXTtjdZCiKDCZTFi2bBkqKiqCrkuPJtZoh4eHUVlZidLSUuh0uknNEfo3NxVzlZGRkYiNjUVWVhby8/OxdOlSLFu2DIsXL0ZhYSFSUlJgMpkQHh7uG7v/OjARERHRfOFfFzmdTuzbtw9/%2BtOf8Prrr6O6uhpXrlxBR0cHenp60NLSggsXLuD48eM4cuQI3G43vF4vzGbzmJppMmRZhsFgQG9vLywWS0CAUjBiz9/g4CCqq6uRkpICo9F43fN%2Bk2G1WvH222%2BjpaXFF6IkiP2Ga9aswaZNmxAWFsb6j4iIiIiIiIiIZp3YN/f%2B%2B%2B/jwIEDcLlcY876%2Bp%2Bp7erqgsFgQHx8vG%2BOTayLyrIMtVqN3NxcLF68GEuXLoXdbocsy%2Bjv7x%2BzZnwt/teoVCq43W40NTXh5MmTaG5uRn9/PxITE6HRaALeM3rdGvi0SbzNZkNlZeWYtVj/zygCMnmOhIiIiG5mImSpvb0dTz/9tC/8fPTaq389FEoo02yEoAOfnvMoKyvDyMjIuOOSZRkejwcXL17EwoULER8fP6kazz/E8ve//z0OHDjgu694niRJMJlM%2BMIXvgCz2cwakoiIiGgecrlcOHToEM6cOeOrEUOZnxR1nTgrI8syEhIS8PnPfx5f//rXfT0HRT1MRERENBFJklBQUICwsDDU1NT4zrHOhxB0RVHgcrmwd%2B9eDA0NBR2PSqXC1q1bERUVNW3PvVUx/JyIiIiIiGgsBqATERERERERERHRhMShrfLychw9enRMY08hLy8PDzzwAMLCwqZlk8144ef%2BQUehmMkQdH/BmiyM/n26D785nU5cunQJ//M//xMQfj56Y1R4eDhKS0uxffv2GT14SERERDcf/4P94veZONAvmnCZTKbrCkFvb29nCDoRERHRHAgLC0NFRQU6OjqCvu4/L7d06VJERkaGdN/ZDj8HgOjoaJw6dcoX7DSa1%2BtFTEwMli1bxlqTiIiI5txMhaA3Njbi6NGjAc0YvF4vMjIy8Oijj0KtVs/4HKHBYMDixYvxySefoL%2B//5rPEuvBfX196OrqQnFxMTQazaTHOdGarqIovvuJtfKJ1oeJiIiI5gPRxNPtdqO8vBxvvPEG3nvvPXR1dUFRFKjVal89KElSQHPPgYEBnD9/HsePHwcAxMfHIyIiwlcPTbb%2B0Wq1SEpKwtWrV8edS/TnH4JeW1sLg8GAuLi4gGCk6eZ0OnH8%2BHGUlZXB6XQGzBH675m88847kZeXxxqQiIiIiIiIiIhmnViztNlsePfdd2GxWMa9TpZlSJIEq9UKp9OJrKysgAb3o8%2BIaDQamM1mLF%2B%2BHKtXr4bX64Xb7Ybdbg84VxLqvJi4r2jq39raik8%2B%2BQQnTpxAWFgYZFmGwWDw3c9/3lG8Ny8vD9XV1ejq6gp6f0VR4HA4sHnzZs7XERER0U1L1Hatra3jhp/7r/fqdDq4XK6APivj3XM2QtC9Xi8iIyPR19eHurq6cc8Li2Aml8uFU6dOYcmSJYiNjQ15H6C45o9//CP%2B8pe/AAhc5xWfNy8vDzt37oRarWYNSURERDQPqVQq5ObmYnBwECMjI%2Bjr6/PVkKKm8z9HLM6%2BiNckSYJWq8V9992HO%2B64Axs2bAAQOF9JREREFApZlpGbmwu1Wj2vQtDFfNehQ4fQ19cX9L5hYWEMQJ8GDD8nIiIiIiIKjgHoRERERERERERENCGxoeXtt99GS0vLuAfKFi5c6NvsO1vh56MP3IVyAG8mQ9Bng9i81NXVhfLycrz66qtoaWkJuiFG/G3hwoX42te%2BBoPBMIcjJyIiohvB6Gb1ow9wjW4uNZ0bqxmCTkRERHRjEfVWbW0tmpqagtZt4ndFUVBUVISEhIRr1mlzEX4OfHqI76OPPoLD4RjzmhhvSkoKSktLp/QcIiIioukyEyHoNTU1OHv2rO9aUeNt2bIFJSUlvhDNmeIfgl5cXIyamhr09fVdc45QvNbb2wtJkpCdnQ21Wj2t4/IPSOe8IxEREc13Yr7M5XLh97//Pfbt24e6ujoAn9V4ovGV4D%2BXJ9aCXS4Xqqur0d7eDkVRkJ6e7msSP5mayOv1IioqCunp6aipqUF/f39INZ4syxgaGsLFixd9gUiiCdd0rlUDwPnz5/G73/0Ovb29AWMT3wUAbN26FV/84hdn5PlERERERERERETXIuajDh48iH379gX8bfR1Yu01NTUV27dvR2ZmJsLCwsa9p5gHCw8PR2RkJJYsWYKioiJkZ2ejo6MDXq8XIyMjvutDOecBBM6jSZKE/v5%2B1NTU4OTJkwAAvV6PqKiogPMpYuySJMHlcuH8%2BfNQFCXgeeK6rq4uREdHIycnZzJfJREREdENQ5IkDA4O4t///d/R0dEBtVo97hmLzMxMfPWrXwUAWCyWeRGCLmrBoaEhnDhxAsDEfWHUajVGRkZw7Ngx5ObmIj4%2BPuB1//rXf93a6XTilVdewbvvvut7hn/4udiX%2BO1vfxuxsbE8f0xEREQ0T4lg0aVLlyIvLw/Z2dno6enx7SUU1/hfDwBRUVHIzc3Fjh078MADD2DlypUwmUwAMOPnYIiIiOjmJcsy8vLy5lUIuizLUKlUOHr0KLq6usa8LkkSVCoV1q9fj9jY2Ck/71bF8HMiIiIiIqLxMQCdiIiIiIiIiIiIJuT1emGz2fD6668HDf%2BRZRmSJGHXrl3IzMyc8kGvUMPPRTP%2BuLg4lJaWwmKxwOPx3LAh6L29vWhvbx8TUi4%2BkyBJEi5cuIBXX30Vhw8fRldXV9ANMeL7SUxMxGOPPRZwsI%2BIiIhotNGB5o2Njbh8%2BTIqKipw6tQpNDQ0oKGhATabDVqtFpIkISwsbEwg%2BlSJMRiNxusOQbdarQxBJyIiIpoFos5Sq9UoLy8ft16TZRkjIyNobm7Gxo0bERYWNu7hvLkKP/d4PIiIiMC5c%2BfQ2dk5Zmzi9%2BTkZKxZs2ZKzyIiIiKaTmazGZmZmVMOQRdrkpcuXUJFRcWY9ce/%2Bqu/Qnx8/KzMtYmaLyYmBoWFhTh37hwGBgZCmiN0Op0YGBhAWloa4uPjGUpJREREtyQxX%2BZ0OvEf//EfOHbsGAYGBgAENnkPhajB2tra0NTUhO7ubhQXF0OW5TH72iYi1oENBgNycnJw%2BvRpOByOcZt/CWLPn8PhQGNjI3p6ehATEwOTyTStdV5DQwNefPFF31488R35h58vXLgQX/nKVxAdHc2GqERERERERERENCdECPlbb72F9vb2oGuo/vvssrKy8Pd///fIz88PGn4%2B2ujzIVFRUcjIyMDy5cuxdOlS2O12uN1uDA0N%2BZ4bahC6GL8kSXC73RgeHsYnn3yCuro6XLlyBdnZ2VCpVL45QzH/FhUVhWPHjmFoaGjcZ0VHR2PlypUhjYGIiIjoRiT2xfX09KCvrw/AZ3WfqP0yMjJ8tZ/RaMTg4OC8CUEHgLS0NFgsFrS0tEy4r09RFF8I%2BokTJ6DT6aDRaBATEzOmXhW1ZXV1Nd544w189NFHABB0zVer1eLOO%2B/E0qVLIUkS13uJiIiI5ilR30qSBIPBgAULFmDVqlXYtGkTsrKykJ%2Bfj%2BzsbGRmZmLhwoXYsGEDtm3bhp07d%2BKuu%2B5Cbm4uoqKiAnrN8EwJERERTcV8DEEHgMOHD8NqtY77%2BsaNG2E0GqflWbcahp8TERERERFNjAHoRERERERERERENCFJknD16lW89957426y8Xq9WLduHdLS0mYt/Nzj8cBkMuG73/0uli1bBlmW0dDQMKsh6NOxgUjco6ysDD/%2B8Y9hs9lgs9mQkJAAt9sNlUqFkZERDA4O4uOPP8aBAwfwq1/9Cm1tbRgZGQlosiqI7ycmJgbf//73kZycPKUxEhER0c3J/8CWx%2BNBa2sr3n77bbz99tt4/fXX8fHHH6OyshIXL15EdXU1Kisrcfz4cRw6dAhnzpzByMgIwsPDYTAYpnVztTiQZjKZrisEvaOjgyHoRERERLPI5XLh8OHDcLlcQWs2MSdnt9vh9XpRUFDgu86/Tpur8HMAvrnBiooKXL16ddzrTCYT1q9fz/qSiIiI5hWTyXTdIegdHR1Yvnw51Go1AKC9vR0nT56ESqXyzavFxcXh85//PCIjI2fqI4zhH4JeVFSE06dPY3h4GGq1etzATlGj9fb2Ynh4GGvXrg1ofkVERER0KxDzZSMjI3j22WdRU1Pjey3YPrNr8d9vNzg4iPr6ely%2BfBmrV68OqBlDIWozo9GIhQsX4tixY3C5XBPWeP5jcLlcaGtrQ01NDaKiopCenu675nprPkVRcPHiRbzwwgvo7OwcNyA%2BLi4O27ZtQ0lJCWRZZn1JRERERERERERzQpIk9PX14c9//jNGRkYmDD/Pzc3F008/jZiYmOt6jj%2BdTgej0Yi1a9ciNzcXcXFxaGtrg6IocLvdvjnEyYShi2vtdjsaGhpQUVEBm80Gg8EAg8Hguy4yMhKRkZE4e/bsmLk7Mc7m5mbk5uYiMTFx0p%2BViIiI6EYQHh6OjIwMAJ/u8RsaGoIsy771zczMTDz%2B%2BOO%2BeshoNMJsNs%2BbEHSxnhsfH4%2BGhgbY7fZrXq9SqeByuVBVVYWGhgYMDAxAo9FAo9HA7Xajq6sLbW1teOWVV1BWVoba2loACLrmK8syiouLsWPHDt95aCIiIiKav0bXa%2BHh4dDpdEhPT0deXh6KioqwZMkSlJSUICcnB8nJyb55UFF7suYjIiKi6SRC0MPCwiYdgt7b2wu9Xj9tIeii3jl9%2BjQsFkvQeT%2B1Wo2tW7ciNjb2up9zq2L4ORERERER0bUxAJ2IiIiIiIiIiIiu6eLFizh16lTQJqiioWdpaSnS09Ovu5no9YSfP/7448jKyoJOp0NCQgLUanVIIehifMFC0K%2B1IcjpdMJmsyEyMnLKG4gURYEsy6itrcVLL70Et9uNy5cvo6Kiwhd2fvToUfzlL3/Bhx9%2BiPLycjQ2Nvq%2Bh2CfTxzIi46OxjPPPMMNMURERDSGqF9EDXPq1Cm8//77%2BO1vf4va2lpYrVbfpltR64m6RzTL7%2BnpQWVlJWpra9HU1ISFCxciLCxs2g6BiecZjUaGoBMRERHNczExMbDZbGhoaBi3VhN/d7lcSEpKgtlsnjfh58Bnh/xOnDiBlpaWMbWj%2BD0zMxNr1qyZlmcSERERTafrDUG3WCzo6urC0qVLIcsyrFYrjh49GtAA1Gw2Y9euXdNWe4VK1IAGgwFFRUU4fPgwXC7XuOukwGdN8ltbW%2BHxeFBUVMR5QSIiIrpliCbwTqcTzz77LOrq6iYVODQe//1xkiShtbUVVVVVKC0thUajmdT%2BOVHjmc1m5Ofn4%2BOPP/bN8000TvEMRVEwODiIkydPYnh4GBqNBiaTKeR9fP7X2O12nDlzBr/61a9gtVqDNsKXJAmyLGPNmjW45557EB4ePuWGY0RERERERERERFNhtVqxf/9%2BeDyeoGd9FUVBdnY2nn76aWi12mk7SyHOwhqNRhQWFqK4uBj5%2BfmwWCzweDxwOp2%2B8YQyLyleF3Nwvb29qKurw%2BHDh33PM5vNvvtVV1ejv79/zL3F3KJGo0FxcTHDjYiIiOimFR4ejtTUVEiShI6ODgwMDMDr9SIzMxOPPfYYkpKSAHy2Jmo0GmEymeZFCLqozyIjIzE0NIQrV67A6XRO%2BB4xJo/HA5vNhqqqKhw5cgRlZWUoKyvDe%2B%2B9hwMHDuDKlSsYGBgAMDb8XHwmg8GA%2B%2B%2B/H3l5edPyeYiIiIhodk1mvo9zg0RERDRTZFlGbm7upEPQOzs70dfXN20h6OJ9n3zyCZqamsZ9fd26db71VgoNw8%2BJiIiIiIhCwwB0IiIiIiIiIiIiGpfYGHPq1ClUV1dPeJ1er8fy5cuvazPN9YSff%2Bc730FOTo7veZGRkSGHoAOfHVbr7u5GZ2cn9Ho94uPjoVarg34G0eihvr4eP/rRjxATE4P09PTr3kAkNiVZLBb827/9GwYHB6FWq33PcTgcGBwcRE9PD4aGhnwNIGRZ9o1nvPsmJSXh%2B9//PjfEEBER0Rii6ZTX60V7ezveffdd/OY3v0FTU1PQ8CCxAVf8bXRDqoGBAVy%2BfBlVVVVQqxCUYJEAACAASURBVNWIjY2FVqudlqbvooG9yWRiCDoRERHRPCXqvt7eXpw5c8Y3dzWaqMN6enowMjKCvLw86HQ6AHMffi7uJ8syysrK0NHRMW4A%2BsqVK1FUVDRtzyUiIiKaTtcTgu71emGxWGCz2VBSUgKv14u9e/cG1EM6nQ5btmxBWFjYTA19XKIWjI2NxcKFC1FeXg632x1SI1a73Y6MjAw2aSAiIqJbglgHdjqd%2BMlPfoKampqggd6jTXb9VIQRdXV1oaamBiUlJYiMjJz0PRRFQXx8PAoLC3H8%2BHG4XK6Qw9rFmnZ9fT0aGhrQ0tKCnJwcAJ82lBLEZxfP8w8%2BunDhAt5//33s2bMHPT09Qb8rMZ5Fixbhm9/8JnQ6ne97JiIiIiIiIiIimisWiwUfffTRmL%2BLc67Jycl44oknYDAYpnU%2BS8ytibk2g8GAtLQ0rFu3DhkZGVCr1Whvb4eiKAHrtqHMQfqfU3G5XKiurkZlZSWsVisSEhKQmpoKj8eDysrKMXOI4ve%2Bvj6sX78eOp1uWs6zEBEREc03Xq8XGo0GqampkGUZ9fX1iI%2BPxxNPPOELPwcQ0P/EaDTCaDTOixB0r9cLtVqNlJQUtLS0oLW1NaT3AJ%2Bt3SqKgqGhIQwODsLtdgd8Xv/rgU/XlRVFgVqtxiOPPIKVK1f6rmGtSERERERERERE12O%2BhKADwOnTp4MGoItnr1q1KmDekCbG8HMiIiIiIqLQMQCdiIiIiIiIiIiIxiU2xDQ0NOCTTz6ZsMloTEwMNmzYMOnNNIqiXFf4eXZ2tm%2BM/iHocXFxGBkZQXNz84Qhl/4bgmw2G9rb2wEAycnJYwIyRaMHu92On/zkJ%2Bjo6MDZs2eRkpKC1NTU69pAJEkSuru78etf/xrNzc2QZXnMZxbXifH6/zv6dSEnJwdPPPEEkpOTQx4LERER3RpETeN2u3H48GG8%2B%2B67OHToEAD4mlpdqwG%2BIGoS0eC%2Bp6cHDQ0N6OrqQnJyMqKjoxmCTkRERHQLELVVeno6Kisr0d3dPW69JWo4i8UCl8uFZcuW4ezZs/jpT38Kp9M5Z%2BHnYmwA8MEHH8Bms437OVetWoXc3Fw2vSIiIqJ563pC0BVFQVtbG4aHh1FaWooLFy7AarX6Xo%2BLi8O2bdumvQYLlViLjY%2BPh8lkwrlz5%2BDxeCZsxAoAAwMDMJlMKCwsZP1GRERENz1JkuB2u/G73/0OR48eDWjy7m%2Bi0CExHxdK3STLMmw2G86fP4%2BioiLo9fpJj1eEoBcUFODMmTNwOBwhvdd/319fXx8aGhpw%2BvRpXLp0yRdupNfrAz6LCF06d%2B4cDh8%2BjF//%2Bte4dOkSHA5H0PBz0Qw/MzMT3/3udxEVFcXwcyIiIiIiIiIimjXi3EOwuTxJknDs2LEx82mSJEGr1eKee%2B7B4sWLQ57rmyz/eyqKAo1Gg5SUFJSWliIrKwupqaloamqC1%2BsNWNcNNQhdXO9wONDQ0ICamhpcvnwZS5cuRXNzM%2Bx2%2B5j3ybKMoaEhOJ1OlJSUcB6PiIiIbkqingoPD0dSUhISExNx7733IjExMei1/iHoJpNpzkPQxRqxVqvF/2fvzoOjus60gT%2B399a%2BS0gI0C5AICSEBAIZJGHAGINtsMnqZJKZMDVxPEmmUpVJTTwTZ5ylZlKVSsrJzHhqPLbjmLET29gBY7FLCMRihEAgCSSB0L6v3S31cvv7w9%2B57taGltaCeH5VLqO%2Bt%2B89t/9669xz3icpKUnZjzwRY/VaGR5CJLi%2BAz5w4ABycnKU87mOkIiIiIiIiIiIpmOuQ9DFd27duoWqqqoRc33ierm5uQgPD5/ewz4kGH5OREREREQ0OQxAJyIiIiIiIiIiovu6e/cuSktLRz0mFri0tLQgPDwcS5cunVT4uUqlwsDAAP7lX/4FjY2Nkwo/Hz4GAPDz84Ofnx8aGhrQ2dk5bjim64Kfnp4e1NfXo6mpCQkJCTAajW7ntra24uWXX0ZTUxO0Wi3sdjsuX76M8PBwLFmyZNILh8xmM44ePYqLFy/CZrPdN8BzNK7P5uPjg9TUVBw4cIALjYiIiGgEUXfZbDa8/fbbOH78OGprawFg1IbukyVJEiwWC5qamlBbW4vY2FgEBAQwBJ2IiIjoISBqTb1ejxs3bsBqtY56nuvmvNraWjQ2NuL999%2Bf8/BzUbN2dHTgyJEjGBoaGlFnqlQqGI1G7N27F4GBgawniYiIaF6bSgi63W5HU1MTzGYzTCYTWlpalGM2mw3r1q2Dv7//TA35vkT9FRoaCrVajaqqqnHn%2BVybsKalpSEoKGg2h0tEREQ065xOJ4qLi3Hy5EmYTKYRx4c3YYqIiEBkZCSWLVsGf39/6HQ6t9pxrAZcw6/Z3d2NqqqqaYWgh4aGYsWKFbh9%2BzYGBgYmtI5OnCNJElQqFfr7%2B9HQ0ICioiJcvHgRZWVluHjxIm7evInS0lIcOXIEH3/8MY4dO4by8nLY7Xbl%2B6PNBcqyjIiICLz44ovw9/dn%2BDkREREREREREc0a17mo7u5uGI1Gt30ZQ0NDOHnyJCwWi/IdMc/l4%2BODZ599dtbe7YoxiXe3ERERSE5ORkZGBsLDw2GxWNxCLScyxybm68ScZl9fH%2B7evYsLFy7AYrGMuj5RfEer1SIrKws6nY7hlkRERLRgOZ1OGAwGLF26dNx3tPM5BN3LywspKSmorq5GZ2fntK87/B7iub71rW8hLy8PAMPPiYiIiIiIiIjIc%2BYyBF2cW1NTg/Ly8hF7IkSvlo0bNyIiImL6D7vAMfyciIiIiIho8hiATkRERERERERERGMSi2Hq6%2Btx%2BfLlMTexicYDKpUKcXFx8Pb2vu%2B1XcPPf/azn%2BHu3btTCj8fTXBwMADg008/HXfznSAW8VgsFtTV1eHcuXNwOBwYGBhAW1sbiouL8frrr6O1tRVqtRp2u11ZiFJaWors7OxJNXCVZRllZWU4cuQIurq6Jvw91/G6LjRaunQpHn30UTz99NPKsxMREREJIiTSarXiN7/5Dc6ePas0r/dE%2BPnwe3V0dKCiogIJCQkICgrySOA4Q9CJiIiI5i9RV4kA9K6urgltzmtoaFBq1bkKP3cd//Xr13Hy5MkR4xbzcN7e3ti9e7dHGncRERERzbTJhKCLeshqtcJqtcJsNqO3t1c5LssysrKyEBYWNqNjngitVgsfHx90dnaiubl5zLlB0TDC4XDAaDRi5cqVSp1JREREtJCI9X1msxnvvfceqqurAcCt7hHvhHU6HZYtW4Z9%2B/bhy1/%2BMnbu3ImNGzdiy5Yt2Lp1K3x9fWEwGO7b8N6VJ0LQnU4ngoODkZycjM7OTvT29sJms024fhseiGSxWNDa2oqmpibU1taipqYGbW1t6OnpUd6Nj/VsYjxLlizBP//zP8Pf33/G5iWJiIiIiIiIiIiGcw0/f/fdd/Fv//ZvSEpKcmtMbzQa0dDQgLq6OmWeS8yj7dy5Exs2bJj1cbvO4zmdTvj5%2BSE%2BPh65ubkIDg5GYGAgamtrlfm34eMezfAm/TabbdTwc1ednZ3w9/dHYmIi3w0TERHRgiXqnInUO/M5BN3b2xupqamor69Hd3e3sqdkqnWc6/f0ej0OHDiA3NxcAO51NhERERERERERkSfMZQg6AFRUVKC8vHzMPR9r1qzB0qVLp/RsDwuGnxMREREREU0NA9CJiIiIiIiIiIhoTGIRjE6nw7lz58ZsECAWzTQ0NCAmJgbLli0b97pig5jZbMavf/1rVFZWjhq%2BOZXwc7F4JyYmBp2dnbh79%2B59G7EOv6fZbEZ5eTmKi4tx9uxZ3Lx5E2azWRmj2FSn0WiQn5%2BP1NRU6PX6Cd%2Bju7sbr7/%2ButJkYjKGbyJMS0vDF7/4Raxbt27SDWSJiIho4XMNP//5z3%2BOsrIypeYSNdxohjdBmOzi6L6%2BPpSXlyMpKYkh6EREREQPCR8fH4SGhqKoqOi%2BzbDG%2Bnu2w8%2BBz%2BYqrVYrPvroI9y7d2/EuMX83Z49e5CWljalzYNEREREc2EqIeg9PT1u4efi/aharcaaNWvczp0r/v7%2B0Gq1uHbtGqxW633rTovFgkceeQQ6nW62h0pEREQ040RtVlBQgE8%2B%2BQSA%2B/oytVoNWZbh4%2BODp556Crt27UJ6errSmN5ut0OSJKjVaiQkJCAlJQWLFi1CeXk57Ha72z3G4qkQ9ICAAMTHx8PpdKK7uxsmk2lSa%2Bsms0Zw%2BJykq6SkJPzjP/4jw8%2BJiIiIiIiIiGhWuYYyfvDBB3jnnXcAAJcuXUJkZKRbM/XGxkZcv359xJxYTk4OYmNj53SNm7iv2K8RExODtWvXIjk5Gf7%2B/ujq6oLJZFLO91QQpZgXtVqtWLVqFYxG45y/2yYiIiKaD%2BZ7CPrq1athNpvR19cHs9kMYGRPlfsR52u1WixduhRf//rXkZ2dDYDh50RERERERERENHPmMgS9vr4epaWlI74j/s7KysKSJUum94ALGMPPiYiIiIiIpo4B6ERERERERERERHRfDocDp06dgsViGXOBC/BZE/2kpCQsW7ZszMUzYuHN4OAgXnvtNVy6dGnU8E3RTD84OBjf/e53kZCQMKGxis1ukiRBpVKhrKwMdrt9whvcxMIf1zGNtiAFAOLj4/H4448jKipqQtcWiouLUVhYCIfDofweYy06Epvpho8hJSUFeXl5%2BJu/%2BRuEhIRAo9FMagxERES08Ilm7ENDQ3jppZdQVVU15sZ/8flEmtdPpK6SJAkDAwMMQSciIiJ6iDidTkRERMBms6GqqmrSG%2BzEHNlsh5%2BrVCp0dXXhnXfegcViGRF%2BLssyAGDHjh2Iiopi/UhEREQPlMmEoI/GNTgzPz9/wvOIM0XcOyoqCkNDQ6ioqBh3PCqVCr29vQgLC0NsbOwsj5aIiIhodrS0tOCtt95CX1%2Bf23yWWq2Gw%2BGAn58fvvGNbyAnJwchISEAPq%2Brhq9b0%2Bv1iImJQWJiIjo7O9Hb2wu73X7f97GeCkH38fFBbGwsIiMj0draiq6uLqXWm4ka1PW5/Pz8sG7dOjz//PPw9fWFLMsMPyciIiIiIiIiolkxPPz87bffBgDodDoMDQ3h0qVLCA4ORkREBDQaDcLCwlBaWqq8A9ZoNNBoNNi3bx8CAgIAzMx82mQMv394eDhWr16NnJwcaLVa6PV6tLS0uL2TnkzI5XDiu319fVizZg3Cw8Pn9N02ERER0VSI%2BkXUNp6qZeZzCLrRaFT2IJtMJrS3t0%2BoRhTjEu/I/fz8sGXLFuzZswerVq1yGz8REREREREREdFMmasQ9Pb2dpSUlIyY2xN/b9iwAdHR0R57zoWE4edERERERETTwwB0IiIiIiIiIiKih8DwYMfJbngzGAwwm82oqKhw%2B45rA9T4%2BHh87WtfQ1paGrRa7ZjXkiQJNpsNH330EQoLC2G1WkecIzaZBQUF4dvf/jaWL18%2B0Ud1e66QkBBcunTJrRHqRLkuQHH9t7iOl5cXnnrqKWRkZEzqugAQGxuL5cuXIyQkBLW1tQA%2BC3JyJRYtiXs7nU4EBAQgLCwMX/rSl/DYY48p92YjBiIiIhpONGO3Wq146aWXUF1d7dbsXhi%2B%2BDY6OhoJCQnIzs5GdnY2UlJS4O/vDy8vL3R0dCjnTSRwfD6HoHd0dDAEnYiIiMjDRE1lNBrR1taGtra2SV/D6XRi9erV%2BNGPfgRJkmY0/FxsDrRarfiv//ovt81prucAQFZWFvbt2zcj4yAiIiKaadMNQZckCV1dXTAYDEhKSprTuTQxNyhJEhISEnDnzh20tLTc93thYWFIS0ubhRESERERzb7a2lp88sknkGXZ7X2uaPL%2BwgsvICMjAxqNRvnO8JpO/C3WoYWFhSEmJgZ2ux1tbW0YGhqalRB04LNQp6ioKGRmZqKjowPd3d3KGsPphiANH694fx4TE4O8vDw8%2B%2Byz8Pb2dgucIiIiIiIiIiIimkljhZ%2Br1WrY7Xao1Wo4HA5cvXoV/v7%2BiIiIgLe3N65fv47m5mZlnsvhcCAvLw%2BBgYHzdn%2BELMswGAxYvnw5HnnkEYSEhMBoNKKlpQV2ux3AZ/OE4r/JUqlUypzmunXroNfrPf0IRERERDNCvKcVNZDrv8Wx6e6Dna8h6E6nEzqdDtHR0cjKyoLT6YTFYkFvb68yHo1Go%2ByZVqvVbu/G/f39sXjxYvzd3/0dsrKysGjRImXc87UuJiIiIiIiIiKihWUuQtDv3buHCxcujLm/IiUlBXFxcdN%2BtoWG4edERERERETTxwB0IiIiIiIiIiKiBU40QLDb7Thy5AhkWUZoaKhyfKKbtvr7%2B1FSUgIASkMFsVEuJSUFBw4cQGxs7Ljh52I8V65cQUFBAdrb20ccFw0XAgIC8Nd//ddITU2d0sYyWZah0WhgtVpRVlamLOYR454K1017%2B/fvx/bt2wFMbvOb2FgYEhKClStXIj09HRkZGZBlGf7%2B/kqzVqPRCL1ej9DQUKSmpmLt2rX45je/idzcXCQnJ8Pb23vS9yYiIqKHg6j/rFYrfv7zn6OqqmrM8HNRM0VERGDfvn34whe%2BgK1bt2LlypWIi4tDYmIiMjMzkZ2djSVLlsBsNmNgYABWq/WBDkFvaWlhCDoRERHRDAkKCoLD4UBFRQVsNtuEajQhMjISL7/8MiRJgtVqve9c43SImvLUqVM4d%2B4cLBbLqOMMCAjAE088gejoaM7FERER0QNrOiHoov7RaDRISUmBwWCY07rItcmryWRCeXk5AIxay4latK%2BvD9nZ2dDpdKzniIiIaMEQTd3/8Ic/oKGhQal9xHtgb29vHDhwAOnp6RO%2Bpmut5O/vj%2BjoaGi1WjQ2NmJwcHDGQ9AFp9MJg8GA9evXw9/fH1qtFg0NDW4B71MNQh/epConJwd79%2B5FVlYW9Ho9w8%2BJiIiIiIiIiGjWiPk8APjwww/xxz/%2BEQCU0HNxjvi7vLwcer0e8fHxiIqKwrlz52Cz2ZR5vezsbISFhc3Nw0yA67teAIiJiUFaWhoyMjJgt9shyzJ6e3uV8yc7D%2Bh6bmpqKgIDA7lXhIiIiOal4TXKwMAA%2Bvv7cf36dVRXV6OyshKNjY0wm82wWq3w8/PzSBD6fA1BF//XarVYvXo1Vq1ahaSkJNjtdkiShMHBQTgcDmUcKpUKsbGxWL9%2BPZ5%2B%2Bmk8%2BeSTCA8Ph06nG3FdIiIiIiIiIiKi2TDbIeitra04d%2B7cmOelpKQgMTERwMj5yIcVw8%2BJiIiIiIg8gwHoREREREREREREC5jD4YBarYbVasUrr7yCTz75BCdPnkRCQgIWLVqknDeRxSiLFy9GY2Oj0khULIxZt24dfvCDH8Df33/c64hFL/39/XjnnXdQVVU14t7imj4%2BPti3bx8yMzOnHHIkrmuz2XD69OlRN9xNpgGCa2jo3r178fTTTyvPNZmGp2Jc4jcMCAhAeHg41q1bhy1btiA/Px87duzAjh07sGvXLjz66KPYsGEDUlJS4O3tPWITIBcSERERkStRm9hsNvzud79DaWnpqOHnarUasizDy8sL27Ztw5NPPomsrCwYjUblOq7NEDQaDaKjo5GYmIhFixbhzp07MJvNYy6wdsUQdCIiIqKHh5jziomJgclkQlVV1biNsIYbGBiAn58f4uLilJp1Jmu0u3fv4i9/%2BQvu3bs34piodePj47F3715oNBrWi0RERPRAm2oIuqiBWlpasHjxYsTExMyLukiSJERFReHChQvo6%2BsbdUyiBnU4HNi6deuUAziJiIiI5iNR//zlL39Bd3e3Uvs4nU5oNBo8/vjjyMnJmfL6OwDw9vZGZGQkvLy8UFdXN6H3sZ4IQXd9V71s2TKsXbsWixYtQm9vLwYHB2G1Wt3uJ9YdjnUt8R/webOwVatWYefOnfjSl76EkJAQZT6Q4edERERERERERDRbxJzVO%2B%2B8g//7v/8D4B5%2BLoh5K4fDgcrKSjgcDoSHh6OzsxMtLS3QaDQAgNWrV2PJkiUPxN4IsdZQkiQEBgYiNTUVOTk50Gg0UKvVaGtrU%2Bb8JhuEbjab4XQ6kZGRMe9/ByIiInq4uNZAAFBaWopLly7h1Vdfxccff4wzZ87g8uXLuHr1Ki5duoQzZ87g9OnTqK6uRkNDAyIjI2E0Gkf0LJmM%2BRiCLog61tfXF9HR0cjKysKOHTuQnZ2NjRs3Ijc3Fzt27MATTzyB7du3Y%2B3atQgNDYVGo3kgamAiIiIiIiIiIlrYZjME3WQyoaioaERvQUmSoFKpkJGRgbi4OOWz4RwOx0O1d4Lh50RERERERJ7DAHQiIiIiIiIiIqIFSpZlJfz8pz/9KcrKypTwy7Nnz04qBF1s9vLy8kJFRQXMZjOMRiPy8/Px7W9/W7nuWNdwbQz67rvv4syZMwBGbzyg0%2BmQm5uL3Nxc%2BPr6Tus3cDqd8PLywsWLF2EymSBJErRaLZ599lk0NTXBbDbf9/ldN/8BwJ49e/CFL3wBwOTDz0e7rri22KioVqthMBig1%2BuVxhPid%2BKGOyIiIhqPa1OrgwcPoqioCA6HY0S9JRpi%2Bfj44Gtf%2Bxry8vKUunB4A4XhjRB8fHwQGxuL1NRUXLt2Df39/RNqJsUQdCIiIqKHg2sw0erVq9He3o66uroJhaCLTXilpaXQaDRYvnz5jNZm3d3dePfdd3HlyhXl/oKY7wwICMB3vvMdBAcHs1YkIiKiBWGqIeiilqusrMSKFSsQHBw8g6OcGFmWodPp4HQ6cf36dQAYtd7UaDSwWq1IS0tDeHj4bA%2BTiIiIaEY1NDTggw8%2BUJovibotKCgITz/9tEfqH4PBgIiICPj4%2BMx6CLp4T61Wq7F06VKsXr0a69atQ39/P/R6PXp6etwaT7k2BxNN7l2Fh4dj2bJl%2BMY3voGtW7di1apVAD5fH8n5PyIiIiIiIiIimm2yLOPYsWNoaGhQ9qqO1wBflmVUV1cjMDAQRqMRt2/fhizLcDqdMBgMyMzMfCDmuYbvWVGr1dDpdEhJSUF6ejoSEhJgMpkwNDQEi8WifG8ic5NOpxMmkwkrV65EQEDAzD4IERER0QSJ3iQDAwMoKyvDW2%2B9hffeew9lZWUwmUyw2%2B1KPahSqaBWqyHLMhwOB5qbm1FZWYnz58/DarUCAEJDQ6dc983XEPTRnkelUsHHx0cZp7%2B/P7y9vZX3u8P3RBMREREREREREc2l2QpB7%2B7uxqlTp0bsmRDXraqqQldXFyoqKtDa2gq73Q6TyQQfHx%2BoVKpR%2Byi79lRZSP2PGX5ORERERETkWQxAJyIiIiIiIiIiWoDE5jer1Yqf//znqKysVMIwRWPPyYSgi899fX3R0NAAm82GHTt24Itf/KLb/cYivl9cXIw333wTwOchQoJYCLJs2TI89dRTiIyMnN6P8P/vq9PpUFJSgo6ODjidTjgcDuTn52P//v24d%2B8eLBYLrFarsqnN9TcQmwKBzxq57t27F88%2B%2B%2ByEnnmy4xzesEEQ91goi3%2BIiIho5ogFy0VFRThx4gR6e3tHnCPCz/38/PD8888jIyPDrbnA/epB4LOFyf7%2B/ti4cSMqKirQ2dk5oVqFIehEREREDwfXEPQ1a9agvr4eTU1NEwpBF8fLy8sxNDSkbOwDPLtBbmhoCG%2B99RYKCwvd7ivG73Q64eXlhWeeeQZpaWnKOUREREQLwVRC0EUtZ7PZMDg4iLi4OHh5ec3wSMcnakObzYZTp06NWWeK970pKSlYtmzZbA2PiIiIaFa0tLTg%2BPHjSi0k/v/kk08iOzvbY/fR6/UIDw%2BHj48P7t69O6sh6MDnc4NeXl4ICgpCZmYmHnnkESxduhRxcXGwWq3w9vYGADgcDmi1Wnh5eSmN8HNycpCdnY3nnnsOOTk5WLJkCYxGo3Jtzv0REREREREREdFckSQJGzZsQH9/P6qrqycUOCnLMm7fvo0lS5agr68Pg4ODSgB6dnY2NBrNA9mQXoxZr9cjKioKaWlpyMrKgslkgiRJ6O3tVX6X8X4jADCZTIiLi0NMTMysPgMRERGRK9eaTJIk3L17F6%2B%2B%2BirOnDmD2tpat9pGlmW3975i3Zv4vlqthtlsxo0bN3D58mVkZGTAz89vymObryHow8d4v2MPWs1LREREREREREQL33RC0Pv7%2B%2BHr63vfEPSenh4UFhaOGoAuelHX1NSgqqoKV65cQVFREY4dO4Zz586hqKgI165dQ2trK5qamgB8tg/X4XBAr9ePeU/x%2BfC5y/mM4edERERERESexwB0IiIiIiIiIiKiBUYsYLHb7XjllVdQWlrqFjYuy/KYIejjLSBxOp3Q6XRITk5GVFQU8vLylOtNpAFoX18fjhw5goaGBmUhjeA6vm984xtISUmZ8vO7EkFLpaWlaGxsVBb96HQ6bN68GStWrEBAQABMJhM6OzvdxuO6MGXNmjXYs2cPduzYMalnJiIiIpotou5pbm7Ghx9%2BiJqaGgDu9Z2ouXx9ffHCCy8gNTV1SjWNJElwOBwwGo3IzMxEdXU12tvbGYJORERERAox/6dWq5GYmIjm5ma0tLTcNwR9eDOs9vZ2%2BPv7IzAwUKlnp1KnuW6wGxgYwFtvvYUTJ04AcJ%2BbFDQaDTIzM7F161b4%2BPiwNiQiIqIFZyoh6MBndVVvby9CQkKwePFiqNXqGRzlxMYTHByMCxcujPkc4h1xamoq4uLiZnmERERERDOroaEBxcXFypyaSqWC0WjE3r17PfYuVpirEHTA/b23mHfUaDSIjo5GcnIyNm/ejO3bt2Pz5s3Iz8/Htm3bsH37duzatQvbtm1Deno6EhISYDAYoNVqx7w2ERERERERERHRbBNr29LS0mCxWHD79u1xw8vFPKDD4cCdO3dgNpuVObrOzk7ExsYiKirqgZz3Gj5mvV4PPz8/rFu3DqmpqQgKCkJvby9MJhMcDseY33MNCMjIyIDRaJyV8RMRERG5cq3pWltbUVhYiFdeeQWN5aaH0gAAIABJREFUjY2wWCwARvY1GY9rj5ZHH30UWVlZ016/9yCEoBMRERERERERET2IphqC3trair6%2BvvuGoNtsNpw%2BfRpDQ0OjXg/4/D2q6KnidDphNpvR2dmJhoYGlJeX49NPP8WpU6dw/PhxnD17FmVlZfj000%2BVnnydnZ3Q6XSw2%2B3K/J8kSSPGMx9D0Rl%2BTkRERERENDMYgE5ERERERERERLTAiPDHY8eO4eTJk7DZbCMWuQwPQY%2BLi0NkZOSErmswGJRzJxIELhbLVFVV4d1334XD4RixKEWM7/HHH8fOnTvdvjddkiShoqICNTU1yuIds9mM3Nxc%2BPv7IzY2Fjk5OTAYDAgMDERPTw90Oh1CQkIQHR2Nr371q8jPz8eKFSsm/MxEREREs0ksXgaA999/H2fPngUAt%2BYCYgGyj48PvvnNbyI9PX1atZa4nsFgQEZGxrwJQReBR1MJQW9ra0NbWxtWrlwJnU43rbEQERER0ecb07y8vBAbG4vm5ma0trZOKgS9vr4ejY2N6OvrQ1xcHDQajdt5E6khxXyeLMu4e/cu3nnnHZw%2BfRrA6OHnABAREYFnnnkGy5Ytm/yDExERET0gQkJCsHTp0kmFoEuShKGhITQ2NiIhIQEhISEeDdWcLEmSoFKpUFJSgvb29lHPUavVkGUZmZmZiImJ8dh7aCIiIqK5JGqae/fu4dy5c27NmKKiorB//34Anm8eNZch6MJYaw8lSYJer4e3tze8vb1hNBqh0WiU5lqsA4mIiIiIiIiIaD4S%2B3YlSUJqaipsNhuqqqrG/Y6Y63KdG3Odp0tJSVkweyLE%2Bj8fHx8kJycjNTUVq1evRkdHB%2Bx2OwYHB0d8x3W%2BMisrCwEBAZwfJCIiolnl2pOkvLwcH3/8MT755BMMDg66hRxNJPgccA8/z8zMxK5duxAUFOSRsTIEnYiIiIiIiIiIaGKGv3O83zvImQxBt1gsOHbsGKxW64TGPfzfKpVKua5KpYLNZoPZbEZLS4sSjn7x4kWcPXsWxcXFKCgowJUrV1BeXo6qqipYLBb09PRArVbDaDRClmWo1eoxxyDeiQ8PZ58pDD8nIiIiIiKaOQxAJyIiIiIiIiIiWkDEohSTyYT33nsPDQ0N456r0%2BngcDhw48YNZGZm3re56PBFIpMJuHz11VfR1tY2YoObaDBqNBqxZ88eRERETPjaEyFJEs6cOYOGhgZlcY1er0dubi4MBgOcTic0Gg2Sk5ORmZmJ3NxcbN%2B%2BHbt27cKmTZuwZMkSeHt7A3APFyUiIiKaL0TddO7cObz55psA3IMcxaJfvV6Pp59%2BGps2bYJWq/XIfWVZhl6vx5YtW1BeXo6Ojo4Jf3emQtBlWUZISAiSkpJQWlo64ab7VqsVdXV1iImJQXR09LTGQURERETufH19sXTpUrS2tk46BL2rqwtVVVW4fv06oqOjodFolKZYrs1fh39ffCZJEqxWK06ePInDhw/j008/BTAy/Fzcz8fHB1//%2BtexZs2amfgpiIiIiOaV0NDQSYegq1QqDAwMoKamBuvXr4fBYIDD4ZiT96jivpcvX0ZTU9Oo84ui5szJyUF0dDSb2hMREdGCIGoak8mEwsJCtzmyhIQEZGdnz1iNNh9C0F2J9YfjHXf9PxERERERERER0Xzjug5u1apVkCQJlZWVEw7EBD5/L9rb24v09HQEBgZ6ZI/GXBPjF8/i4%2BODiIgIrFu3Dg6HAxUVFaOGBKhUKgwODmJwcBCZmZkP/O9AREREDw7X8POioiIcPHgQN2/ehM1mG7GHYbKWLl2KnTt3Yvny5Z4aLgCGoBMREREREREREd2P67xfT08PtFqtMt83FyHoVqsVhYWFMJvNU3oe10Dw0ULJxTgkScLQ0BAGBwfR0dGBuro63Lp1CyUlJSgsLMTJkydx5swZFBcXo66uDrdv30Z3dzfsdjv6%2B/uh1%2BuhUqmU3%2B5%2B%2Bz88geHnREREREREM4sB6ERERERERERERAuIWMhx%2BvRpHD161O2z4edJkgS73Y5ly5Zh//79iIqKgl6v9%2Bh4xIKVjo4OFBQUwGw2j9l0ITk5Gfv37/fo/cWzFxYWorm5WfncbrcjMzMTQUFBIxby6HQ66PV65Tdy/f3Y5ICIiIjmq56eHhw6dAhNTU0jmiCImmbt2rXYtm0bAgMDPXZfsSjb6XTigw8%2BwMDAwIS/O5Mh6E6nc8Ih6K6/165du/D4449P6/5ERERENLqAgAAkJCSgtbUVLS0tEwpBd60NOzo68Omnn%2BLWrVvQarXw9fWFwWAY0eAU%2BHwer6OjA/X19fiP//gPFBcXo6mpCcDI8HO1Wq3UtgcOHMCGDRtGHQMRERHRQjTZEHRRx/X09ODmzZt45JFHoNFo5qR5vhjLqVOn0NraOur9Rc356KOPIiwsbFbHR0RERDTT%2Bvv7cfz4cbe5tlWrViEtLQ3AzK13m28h6ERERERERERERA861xD0FStWQKPR4NatW3A4HMrx%2B1GpVBgaGsK9e/ewYcMG6HS6BbMGzvUZnE6nMkdZVFSEwcHBMfdR6/V6ZGdnQ6PRzOZwiYiI6CHlGoJ04sQJvPHGG%2Bjs7FRqsrH2t4rj4t/iGq7HjUYjduzYgdzcXACe3%2BvAEHQiIiIiIiIiIqLRuc77lZSUoKCgAO3t7YiJiZnQ3tqZCkEvLCyc0J7gqRhtbOK%2BItDc6XRClmX09/ejq6sLNTU1qKiowMWLF1FYWIhTp07h0qVLKCoqQnl5OZqamlBfX6/0qA4MDPT4u2yGnxMREREREc08BqATEREREREREREtILIsw%2Bl04v3331fCL4cvHBEBmLIsIy4uDt///veRnJzs8fBzcS8A%2BPDDD1FaWjrqOWKMeXl5WL58ORwOh9uGvOmQZRl2ux0FBQXo6upy2xS4adMmhIaGuo1zvH8TERERzUdiMfLdu3fxpz/9SWluJbg2PPjyl7%2BMxMREj93b4XBArVZjYGAAP/zhD9Hc3DzmouqxzHUIumvw5RNPPIGvfvWrADAnYU1EREREDwNfX1%2BsWLECbW1taGpqum8IuiDOGxwcRGtrK0pKSnD16lXcvHkTvb29sFqt6OnpgcViQU9PDy5fvozLly/jj3/8I06cOIGmpibY7XYAGNE4zLUmPHDgAB555BHlnqwJiYiI6GEx2RB04LM6qqurC7W1tdiwYQPUavWsz6uJ98pHjhxBT0/PqOc4nU6EhYXhmWeegU6nm7WxEREREU3H/eamRN2l0%2BlQUlICi8WizHGFh4dj/fr1M16XMQSdiIiIiIiIiIjIs1xD0JOTk6HValFdXQ2bzaYcH49YZ9ff3w%2BNRoOEhASo1erZGPqsEr%2BTt7c3ent7cfv27TEDRTs7O7FkyRIsWbJkDkZKREREDxPXEKQjR47gtddeg9VqBTByD4Nr2Ln4XKVSISAgQAk7HxoaAvB50NCWLVvwxS9%2BccS9PIkh6ERERES0ULGHDBEREU2V61zc0aNH8T//8z%2BoqalBc3MznE4nYmNj5yQE3eFw4NixYzMWgD4e13lN8X/XOU%2BVSgWHwwGHw4G%2Bvj50dnaivr4e5eXlKC0txYkTJ1BZWYn8/HyPvs9m%2BDkREREREdHsYAA6ERERERERERHRAiJJEsxmM95%2B%2B20MDg6OG36ekJCAH//4x/D395/xMJ/jx4%2BjsbFx3AanTz31FMLCwjy60U6SJHR2duLdd99VwkDFgp3MzExERkZ67F5EREREc0GSJAwODuLVV19Fc3PziHpL/Hvnzp3YsWOH8tl0az/X8PMf//jHaGpqglqtHhHAPtFnmIsQ9OHh51/5ylcAzFzzByIiIiL6jNFoRGZmJjo6OlBXV%2Be2oW08ro29nE4n%2Bvv70dDQgKtXr%2BLMmTM4deoUjh8/jhMnTuDy5cuoqKhAf38/bDbbmPOSro3EvvWtbyEvLw8Aa0IiIiJ6OE02BF3MM7a0tKChoQGZmZmzGoIu6ri6ujocPnwYDodjRM0n6sBFixbhkUcegVarnfFxEREREU2Vax0lSRLsdjsGBweVhlV9fX3Q6XTQaDTKeVqtFsXFxejo6FA%2Bi4iIQHZ29qyMmSHoREREREREREREnuUagp6UlASdToeamhq38MzxiGb3FosFixcvRmho6GwMe9aJ32FoaAjnzp0bdZ%2BMWAMYGhqK1NRUhhwRERHRjHHdf3Do0CH84Q9/ADCydnN9H%2Bx0OhEUFISYmBjs27cP27Ztw969e5GXl4fc3FxEREQgNDQUtbW1WL16Nb773e%2BOuNdMYAg6ERERES0UZ86cQUVFBRISEtzmXYmIiIgmynUu7sMPP8Qbb7yh9Ngzm81ob2%2BHw%2BGYsxD0s2fPoru7e9R7uc5FDv9spgwPRXelUqmU/ceRkZF48cUXPbqXhOHnREREREREs4cB6ERERERERERERAuMyWTCkSNH4HQ6lUBHQYQ8xsXF4cUXX4TBYJjRDW5OpxM9PT144403YLfbxz1327ZtCAwM9NiiGLH4p7a2FkVFRcoiHbEYZePGjYiMjJzx8HciIiKimSLqmL6%2BPnz88ccwmUyjBvzodDrs3r0bixYtmtXw88ncZ7ZD0DUajTJehp8TERERzS6xCS8zMxNDQ0Oor69X5g7vF44kvg98Xm%2BOVb9JkjTqxjTX7wKATqfD3/7t3yI3NxcAa0IiIiKaf2azydJkQ9CBz2qrxsZGNDc3IyMjY9ZC0CVJgiRJuHTpEi5cuDBmkwdJkvDss88iMTFxRsdDRERENFWiZhH1U1VVFa5evYrXXnsNR44cweHDh1FQUICTJ0/iwoULKCkpAQBYrVYEBwejra0NVVVVyrvRgYEBZGdnw2AwzEodyRB0IiIiIiIiIiIiz3IN4xEN8O/cuYOhoSHl%2BHjfBYDu7m4MDg5i1apV0Ol0CzbcJyoqCrW1tWhubh5xTMxRdnV1IScnh%2BGbRERENCNc9x/85S9/wVtvvQVg5N4I17%2B9vb2RkpKC559/Hrm5uUhKSkJ4eDgMBgN8fHzg4%2BODhIQEpKenY9WqVdi2bZtS083GXgdPhaCrVCqGoBMRERHRnDh9%2BjR%2B//vf4%2BrVq/Dz80N8fDxD0ImIiGhSxFwXABQUFOD1118H4N7fZGBgYMoh6BqNZkoh6D4%2BPli0aBHUajVKSkrQ0dExZuD4WHs6xDGVSqXMBc40lUoFh8OB8PBw/OQnP0FgYCAcDodH5jsZfk5ERERERDS7GIBORERERERERES0wPT09OCjjz4aEX4uFpZERkbie9/7HgIDA2d8g5sIsjx69OioQUPiHJVKhV27dsHPz8%2Bj9waAP/3pT7hz586IBSjbtm1DSEgIFyMTERHRA0vUMSdOnMC5c%2BdGPcfpdCIsLAxf%2BcpXoFarZy38XIQcabXaCW8Am8kQdFmWERISguTkZJSVlcFkMgFg%2BDkRERHRXHBtErB69Wr4%2BPjAbDYrG%2BvG2pw3luHnuv493kY9tVqNyMhI/NVf/RU2btwIgDUhERERzQ%2Bicagg/m2322G32yHLMtRq9YzdPzQ0FMuWLZtUCDoANDQ0oLGxEevWrVPmDGe6tmpoaMCbb76J/v7%2BMRvG%2Bvr64rHHHkNwcPCMjoWIiIhoKsR8lCzLaG5uxuHDh/Hmm2/i0qVL6OzshNlshizLcDgccDgcGBgYQFtbG65evYozZ85Aq9Wiv78ft2/fVmohh8OBTZs2ISgoaNaegyHoREREREREREREnjU8BF2n0004BF3MzTU2NsJisSA9PX1Bh/s0NDSgsrJy1DlJ0bQ/PT0dQUFBI97HExEREU2HawjSJ5984haC5NrvxfXvFStWYOfOnXjuuefg7%2B8PvV6vXMu1ThF/h4SEQKfTud1rNngiBL2qqgqSJDEEnYiIiIhmlQg/Bz6rxa9duwaj0YiEhIQFPU9KREREniXqhcuXL%2BP111%2BH1Wp1m%2BcTx0cLQb/fO0mVSoXExERotdophaB7e3sjMjIS586dQ3Nz86jjXrJkCb785S8jJiYGPj4%2BCA0NhSzLcDqdkGVZ%2Bbe4p2souvi3p2omsd84PDwcL730EgICApRehtPF8HMiIiIiIqLZxwB0IiIiIiIiIiKiB9DwBbTib1mWYbVacfz48REhlJIkQafT4YknnkBqaqqycX%2Bmtbe3o6CgQAnBHE4sEtm4cSOCg4M9stBFXKO9vR2HDx9Gb2/viM1%2B27dvR2Bg4LTuQ0RERDQfnD171m3x7XARERHIz8%2Bfdp01mfBzh8OBsLAwvPDCC%2Bju7kZbW9uch6A7nU4EBwcjMTERp0%2Bfxo4dO/Dcc88BYNAlERER0WxzbRIQGxuLRYsWwWg0orq6WqlpZ2LuUmwoNBqNSEtLw7PPPou0tDQAmPWGYERERETDifk7UQe1t7ejrq4OH374IQoKClBQUICjR4%2BiqKgIdXV1uHfvHkJCQqBSqaDRaDzahCkkJGRKIeiNjY2oq6tDZmamx8c0nMPhQElJCS5evAi73e42NyrmAwEgPz8f%2Bfn5MzIGIiIioukQ7yjtdjuOHTuGQ4cOoaioCFar1a1JlWud4/rO1%2BFw4Pr16%2Bju7obFYgHw2fyXw%2BGA0WhESkrKrDbpZAg6ERERERERERGRZ7mus4uPj4dWq51QCLrr/GJtbS1sNhtWrVq14MJ9xHxpaGgoioqKlN9l%2BDlWqxWhoaFYvnz5gnl2IiIimnuu727Pnj2LN954A3a7fdzw8y1btuDJJ59ERkbGiNpseJ1yv79ngydC0G/dusUQdCIiIlrQRuvj4smwSJoc1/BzsadFlmXcuHED3t7eiI%2BPd6tziYiIiMbT0dGBQ4cOoa6ubsTeDsA9BL25uRmyLCM%2BPn5Cwd4qlQoJCQmTDkFva2tDb28v/Pz8UFNTg5aWlhHXdTqdWLt2Lfbu3YsVK1Zgw4YNyMnJQXZ2NvLy8pCVlYW4uDgkJSXBy8sLBoMBKpUKZrPZ7Tld6yXXgPTJ9IRh%2BDkREREREdHCwwB0IiIiIiIiIiKiB4xrOGNNTQ2CgoKUzW0qlQpeXl64du0aOjo6lO%2BIBbc%2BPj7Yv38/AgICZm28HR0dOHHixKjh5wCUBSJBQUFYuXKlRxYFi2sUFxfj9OnTbp%2BrVCpERkZi9%2B7d0Gq1074XERER0VxxOp0YGhrCH//4x3FDiJYuXYqcnJxZDT8PCQnBCy%2B8gBUrViAtLQ21tbWzEoJut9uVkKjhG85EzRwSEoItW7YgOzsbAMPPiYiIiOaKa80WEhKClJQUxMbGoqamBna7XWn%2BNV2uG%2BicTieCgoKwb98%2BbN26FbGxscrnbFZAREREc0nMUTmdTlgsFhw9ehQHDx7E4cOHcfv2bbS0tKCnpwe9vb3o7u5GTU0Nrl%2B/jtLSUty4cQMRERHw9fVVNv17omn9VELQJUlCU1MTysvLsX79euh0ummNYTTi2e7evYv//d//RV9f35iNVOPj47F//374%2BfktqEb%2BRERE9OAT71%2BtViteffVVnDp1Cg0NDQAwauOl4VwbR4nwczHfBnz23nbDhg1KA8/ZqoMYgk5ERERERERERORZnghBr6qqglqtVgLAF8q7UzEnKssyzp8/j/7%2B/hHPJX6DiIgIrF27lmsFiYiIyGNETXHt2jUcPHgQXV1dAOD2btQ1/Pyxxx7DM888g8jISKWOeRD2tTIEnYiIiMjd8Lm10eaahn%2B2UObj5jvX8HPXfjiipr1%2B/TpUKpUyT0pEREQ0FjEfdvPmTRw6dEjpazcasWfDbDYjPj4ekZGR8PLymtB9phOCPjQ0hK6uLvT09Iw4DwCSk5OxZs0at1pUr9fDx8cHISEhiIuLQ3JyMjZs2ICtW7di69atWL9%2BPTZu3Ijo6GhERkYiKCgIdrsdRqMRVqsVsiyPOjaxr1mlUo3Y18LwcyIiIiIiooWHAehEREREREREREQPENdwxg8%2B%2BAD//d//DYfDoSyotdvtAD7bJFdfX68sxBALTnbs2IGNGzfO6ib9/v5%2BHDt2bMyNa%2BJzX19fZGZmKoGV03Xnzh289tprMJvNI0KO4uLikJeXN%2B17EBEREc0lSZJgtVpx9OhRmM3mMc8zGAzIyclRFgdP1lTCz7///e8jISEBDocDRqMR6enpSgj6/Rrci2cTIeiJiYkIDg4ed1OfqG8rKyvR1NSEsLCwEbWwuC4AZYE4w8%2BJiIiI5pZrraZSqRAVFYVVq1YhMDAQvb29bpvtJlJHuhq%2BSS0kJATx8fH4/ve/jzVr1sDX13fUcRARERHNNjFHZbfbUVRUhD//%2Bc8oKChAT0%2BPWzC6IEmSMqfV39%2BP5uZmnD17FgMDA1Cr1QgPD/dY0/qphKCrVCp0dHSgrKwM8fHx8PX19dgcnPg9ent78ctf/lKZbxRNYl0ZDAZs3rwZGRkZU54bJSIiIpoJruHnv/rVr3DhwgW3sKKJzoGNdp6oeTo6OmA0GpGcnDzrdRBD0ImIiIiIiIiIiDzLEyHoN27cgE6nU%2BYMF0rokiRJ0Ov16OnpQWVl5ZhzkVarFTk5OdBoNAviuYmIiGh%2BaGpqwuHDh1FRUTGiBnFd17Znzx7s378f3t7eyvEHqSZhCDoRERGRe4i5JEmorq5GdXU1iouLUVhYiEuXLuHSpUs4f/48ampq0N3dja6uLoSGhip1kTCb/f8eFmOFnwOfB3E6HA4EBwdj3bp1czVMIiIiekBIkoShoSG8%2Buqr4/bMEyHbAPC1r30Nubm5CAoKmtS9phqC3tTUNCL8XFzP6XRi3bp1I/aTjFaDij27Go0GAQEBCA0NRVJSEtLS0pCdnY3Nmzdj69atWLNmDdauXYsVK1bA398foaGhAAC73Q6n0wmHw%2BHW30Wj0cDhcGDRokX4yU9%2BwvBzIiIiIiKiBYQB6ERERERERERERA8I13DGQ4cO4e2334bNZkNzczP6%2B/uxatUqZaGtl5cXLly4MCKUMjs7G/Hx8bO6%2BFmn06GoqAhDQ0NjLqIBgMbGRiQkJCAyMnLa9zSZTDh%2B/Dhu3LihLIQBoCzkyc/PR1JS0oJp0kBEREQPr/7%2Bfhw7dgw2m23MhvGDg4PYuHEj/Pz8Jn39qYafx8XFAfi8SYPBYEB6ejpu3ryJzs7OMRdYuxIh6FeuXEFSUhJCQkJGPU/UyU1NTfjFL36B6upqBAUFISIiYtQQ9OH3ICIiIqL5xc/PD4mJidiyZQtkWYbRaERLS4tyXNR4KpUKarVaqQdFjSlqPHGOVqtFTk4O9uzZg927dyMgIIDzgkRERDRviPk3m82G119/HSdOnEBtbS0AjLrxXnD9TK1Ww263o7a2FpWVlZBlGYmJiR6rd6Yagt7d3Y3y8nL4%2BvrCz88PRqNRGftUxyZJEnp6evDSSy8pc5XDw89FXbhy5Up89atfhV6vZ4MwIiIimjdkWVbCz1966SXcvHnT43WKqCNtNhtiY2MREBDg0etPBEPQiYiIiIiIiIiIPGs6Ieji2I0bN6DVahdcCDoA3Lt3D2VlZWPOQer1euzcuRMajWaWR0ZEREQLkaijioqKUFBQALvd7lZXuYafP/bYY9i/fz90Ot1cDdcjGIJOREREDyPXuTXR6%2B%2Bjjz7C%2B%2B%2B/jz//%2Bc8oLi5GRUUF7t69i7q6OtTV1aG%2Bvh5VVVW4dOkSzp49i8uXL6OsrAxeXl6QJAk%2BPj5ue2AXyvzcXLpf%2BLnYl5OTk4Nvf/vbAPjbExER0f319/fj8OHDGBwcHLGHFXAPP//7v/975OXlTXnOa7Ih6OOFmot5vEcffXRCwd%2Bix7UrMf/pdDqh0%2Bmg0%2BkQEhKCqKgoxMXFISMjAxs3bkROTg4effRR5OTkID4%2BHklJSfDx8YHBYIBGo4FWq8W//uu/MvyciIiIiIhogWEAOhERERERERER0QPANfz8gw8%2BwNtvvw3gs8UiZrMZd%2B/eRXd3N9LS0gAAFosF58%2Bfx9DQkPI9lUqF3bt3IzQ0dFbH7nQ6UVhYiN7e3jEX/IrFNa2trUhKSppSOKe4lyRJqKiowJ/%2B9CeYTCblnqIhg06nw3PPPQc/Pz8uQCYiIqIH3tDQEAoKCjA4ODjqcZVKBYfDgYCAACQlJU1qE5Zovj8wMIAXX3xx0uHngqjDDAYDMjMzcfHiRfT399%2B3wb0Yv8ViQWFhIaKjoxEaGqosYhaLpCVJQm9vL37xi1%2Bgvb0dPT096O7uhq%2BvrxKCTkREREQPFqfTCY1Gg1WrVmHjxo2IiYlBZGQkBgYGoNVqYTab4XQ6lY2Crv8GgMjISERERGDfvn3YuXMnHnvsMURERECj0bjNtRIRERHNJbFh32q14le/%2BhXOnTsHs9kMwL0B6v2IBqGyLMNkMuHatWvo7%2B/H0qVLPRI6Dkw%2BBF2Mqb%2B/H7du3UJXVxcCAwMRFBQ05WZdTqcT9fX1%2BMUvfnHfucqwsDD88Ic/hK%2BvL%2Bs/IiIimjdEXWK1WvGzn/0MVVVVE3pnOlniet3d3QgMDMTy5cvnpFmnCEH39fVlCDoREREREREREZEHTDUEXRxzOp0LNgTd6XSiuLh4RIN74PN9KRs3boSvr%2B%2BCeF4iIiKaO2Jt3L179/DKK69gcHDQ7T2o69q/vLw87Nu3D97e3nM5ZI9hCDoRERE9LETNI%2BaRLl68iMOHD%2BONN97AzZs30d7e7lb/DT9ffKZSqdDT04Pm5macP38eZWVl6O7uRnBwMIxGI9Rq9YKZn5srkwk/f/755wGAe0yIiIhoQm7evIljx44pc2KuXOuOH/zgB8jKypr2/SYTgj4ecf6mTZsQFRU1pbG49nAe7xyNRgMvLy/4%2B/tj2bJlSEpKwvr165Gfn4/8/Hzs2LEDPj4%2BDD8nIiIiIiJaYBiATkRERERERERENM%2BNFX7uuhjFbrejpqYGbW1tyMzMREBAAPr6%2BnDr1i1lcbRarcbWrVsRFBQ0q2PXaDTo7u5GZWXluBvWAMBsNkOj0Uxps5r4nZqamvDb3/4WnZ2dbvcTC8Q3b95YQzNDAAAgAElEQVSM3NxcLvwmIiKiBcFqteLYsWNKw6rhxAJdh8OB3NzcCTeoErXVwMAAfvrTn6K%2Bvn5K4eeCJElwOBwwGAyIi4tDaWkpLBbLfcchFmE7HA5cuHABVqsVsixj0aJFkCQJAwMDqKmpwb//%2B7%2BjqalJCbTs6OhAa2srAgMDERkZOe49iIiIiGj%2BcW2MJUkSoqKisHLlSjzyyCPYtGkTUlJSkJmZiYSEBCQlJSElJQVZWVnYvHkz8vPzsX//fuTk5CAxMRGhoaEAoNTBnBMkIiKi%2BUCWZajVagwNDeGnP/0pbt686dYUYKpNCcT70ZqaGnR0dCA4OBiBgYFuTbWmaqoh6IODg2hoaMCFCxfg7%2B%2BPoKAg6PX6cecqh4%2B1o6MDn376Kf7zP/8Tra2t952r/Kd/%2BieEhISwMRURERHNG6I2stls%2BM1vfoOysjK3xveuXOsglUrlNlc2UeLaFRUVSEpKQnh4%2BJyFoIeFhTEEnYiIiIiIiIiIyEMYgj46q9WKEydOwGazjTgm9tVs2rQJISEhczA6IiIiWkjEvtbf//73aGpqUkIrBfEudPXq1XjqqacQERExK%2BMS74Mnun94qvWfp0LQrVYr4uPjodfrpzQOIiIiopki9iDIsox79%2B7hgw8%2BwBtvvIG6ujrY7Xal75%2Bop8brp%2Be6z0OWZfT396OyshK3bt3CvXv3kJiYyHpoGhh%2BTkRERDPp3r17KCkpGfG56z6Q73znO1i/fr3H9mp4IgRdBJNv3bpV6bXiaeMFpDscDqhUKqjVamg0GmVecLoYfk5ERERERDR/MACdiIiIiIiIiIhoHnNdrHHo0CG38PPhDd0BoK6uDnV1dcjOzobBYMD58%2BfhcDiUwMm0tDRERUXNWjNTcQ%2BTyYTz58%2BPe19JkmC329Ha2gpvb2%2BEh4dPeHG2%2BJ36%2Bvrw8ssvo6WlxW1hkGtD/927dyM6OvqBb8hAREREBAA6nQ5XrlxBV1fXqMclSYJKpUJ7ezv6%2B/uRlpY24fBzk8mEX/7yl8qC3%2BHN9ycafi6Iutbb2xuDg4Oorq6e0MJqsQhblmXcunULJSUlqKysxJUrV1BQUIBjx46hs7NTGY9YsN3d3Y309HTWfkREREQPqOE1nNPphFarhdFoxKJFi7B48WIkJiZixYoVWLFiBeLj4xEdHY2wsDBotVpoNBq3a7AmJCIiovlCzL9ZrVa8/PLLuHXr1n1DICfKtUloY2Mj2tvb4e3tjYiIiDkLQRcNT4eGhnDp0iU0NTWhs7MTsbGxADBq8wLXMZaWluK9997DiRMn0NPTc9%2B5yn/4h39AdHQ0G1MRERHRvCIazf/5z39GYWEhZFkeUf%2BJd7uunw9vygRgQg2sXN%2BxXr9%2BHatXr0ZAQABD0ImIiIiIiIiIiGaQa5CkmAN0DYj0lOmEoANYkCHoJpMJhYWFym/gSqPRQJZlbN26FUFBQXMwOiIiIpops/3%2BU9RMZWVlOHPmDAYHB93ee4qxhIaGYufOnUhNTZ21Mbn%2BDn19fejs7ERlZSUaGxvR2tqK1tZWyLIMtVoNnU43rXtOJwRdq9VClmW0t7cjLy8PXl5e0xoLERERkSeJPQh2ux1HjhzB4cOHldBLsTdh%2BF6GiXANQnc6nejp6UFtbS1KSkrg5%2BcHLy8vpS6aizV%2BDyKGnxMREdFMEfXYnTt3cPHiReVdo%2BtxAHjqqaewc%2BdOAJ7tZeKJEHRvb2888cQT8Pb29ti4Jmp4veWJ36a1tRW//e1vUV1dzfBzIiIiIiKieYAB6ERERERERERERPOYWKxx%2BPBh/OEPfwAwdvi5OL%2BxsRF37tzB7t27UV9fj3v37ikbyJKSkpCQkDDrC5wXL16Me/fuobGxcdzzVCoVLBYL6uvrodFoEBISMubCbNe/JUlCc3MzXn75ZTQ1NSnNW8UxsTglPz8fTz755KjXIyIiInoQSZKEyspK3LlzZ8zjrvVQQkIC/P39x7ye2LBlsVjwu9/9DtevXx81UEh8FhISgu9973uIj4%2Bf8Jg1Gg10Oh2KiorgcDgmFO7k2vRAlmW0traioaEBXV1dsFqtbmMUC7bXr1%2BPnJwc%2BPr6TnhsRERERDR/jTaX5zrHJ/7tOmdIRERENN%2BI%2BTebzYZf//rXY86/jWai9Y3rXFpbWxs6OjpgMBgQGRmpNDqYzRB0QYypubkZ169fx9WrV3Hr1i1oNBqYTCZ4e3tjaGgIPT09aG9vR0FBAY4dO4aDBw%2BiqalpxDyg63VlWUZoaCh%2B9KMfYenSpQBYDxIREdH8IeqvsrIyfPLJJ%2Bju7h5xzvAmTBkZGUhNTcX27duRnp4OX19feHl5ob29fUQz1PHu67oeLzExEX5%2BfgxBJyIiIiIiIiIi8oDR5tlcA3QcDgfUajWAz99dejJkfDoh6GKPyUIKQbdarTh9%2BjQsFsuIY%2BJ5c3NzERwcPAejIyIiopky2zWMuM/BgwdRU1Mz4rh4B7p27Vrs3bvXLSh8psfU0NCAc%2BfO4ciRIzh48CCOHz%2BOM2fO4P%2Bxd9/RUZ13%2BsCf6dKozKi3UW8UgwGBwGDAGCNjwDa2IdjEWTs53t0ku%2BnlbH4nxrHjlPVmc7KbOLtxsnHsxN3GJXSDKaKZKiSBkAChhjTq0mhGGk39/eHzXu6ojqRRw8/nHB%2BQ7p173zv84e957/t%2BnxMnTuDYsWM4evQojh07hsLCQrS2tsJutyMpKUm6zki/x9GEoKtUKrhcLsTGxuK73/0ug4iIiIhoShFzew6HAy%2B99BIOHjyI%2Bvp6APB7z8dw5LWhSqWC1WrFpUuXYDabYTAYEBMTM23n5yYSw8%2BJiIgoUAabExPzjocOHfLZ5yFqjcTERNx///2Ijo4el3GNNQRdp9PhnnvuQUhIyLTvu2y1WvHv//7vqKyslMLoGX5OREREREQ0uRiATkRERERERERENMV1d3fj1KlTqKurg8vl8gmw7EuhUECpVKK%2Bvh6VlZVYvXo1KisrYbFYAABGoxGLFi2alEYEnZ2dKC0tHfIcsZGtu7sb1dXV6OrqgsFgQGRkZL8mD%2BLn1tZWFBcX4/e//z3MZvOgAfFZWVnYtGkTIiIiuBiZiIiIbgmiLuru7saZM2f6LVCWB0GmpqZiw4YNyM7OhlqtHvB6ohZzOBx4/fXXcfLkSbjd7n61p9icFxUVhW9%2B85vIyckZ8dijo6PhcDhw%2BfJlvxdVD3Se/Bnl4uLi8OCDD45qbEREREQ0fcjnOKfzpjsiIiL6/FAoFHC73fjb3/6GwsLCQd/9DhUGKY4NdY78eGtrK5qbm6HT6WAymSYtBF3cU/zX3t6OmpoanDhxAgcOHMDhw4exa9cu7Ny5E4WFhSguLkZdXZ3PM4vnlY/d6/UiLS0NzzzzDGJjY6d9QwYiIiK69Yja5IMPPsCFCxd8fgfcfP8aFBSEvLw8PProo/jCF76AefPmITU1Fenp6Vi0aBGWLFmChIQENDc3o6enBy6Xy68QdADo6OhAU1MTsrKyEBoaOqkh6KGhoSMOQb9y5Qpmz57NEHQiIiIiIiIiIppU8nk1sZejvb0dhw4dwsmTJ/HOO%2B9g9%2B7d2Lt3L3bt2oXi4mJUVVWhq6sLkZGR0Gg0PnsgxjpHN5YQdDGGWyUE3WKxYM%2BePXA6nf2OiTnIu%2B%2B%2BmwHoREREt4g//elPuHHjBnJzcye8hikqKsJ7770n9SyRv%2B/0er1ISEjAd77zHQQFBY17X5O2tjZUV1fjT3/6E3bv3o1jx46htrZWep8s1hGKdYoulwtdXV2oqKjAiRMnYDab4XA4kJqaOqrvcSQh6KIPTFRUFL7zne8gOzt7vL4WIiIiohETtYvNZsPPfvYznD9/Hg6HAwAG3fMRqHv29vaivr4eRUVFiIqKQnJycsDvdSth%2BDkREREFiqgRGhsbceHCBURHR/u8z3U4HNi7dy/cbne/Pnf5%2Bfm49957x3V8ow1BVygUCA8PR05ODuLj433m8KYju90Os9mMysrKfnOyDD8nIiIiIiKaHAxAJyIiIiIiIiIimuI0Gg2Sk5MRGhqK6upq2O12vxp/1tfX4/r161Cr1ejs7ATw2Sb%2BFStWICgoaKKGL8nMzERZWRkaGxv9asZvt9tRU1ODkydPQqvVwul0IioqCm63GyqVCq2trSgqKsL27dtx4MABtLe3S81g%2BzIYDCgoKMCCBQukDXpERERE052oaQwGAw4fPgy73e7TTEssPJ4xYwaefPJJ3HbbbdDpdENez%2BVy4ZNPPsHBgwdhtVr7nSPqrcjISHzta1/D7NmzRzxusRi6u7sbJ06cGLa29Ze4jkajwSOPPILly5f73I%2BIiIiIiIiIiGgqEIHfg82/yYO%2BMzIykJaWhjlz5iA9PR1OpxMKhQJ2u33AMHA5eQPR9vZ2tLS0QKvVTmoIel/yuUGHw4He3l643W6pCZV8nnOgz0RFRWHJkiX4xje%2BgfDwcDamIiIioinr%2BPHjePPNNwGgX5N3j8eD0NBQPPbYY7j33nuRk5MDAD41kEKhgFqtRlpaGrKzsxEaGoobN27Abrf71cTK4/Ggvb0dXV1dSE9PR0hIyKSFoMfFxY0oBF2tVqO1tRVnzpzBihUrhnznTURERERERERENF7k82lmsxnl5eV46aWX8PHHH%2BP48eO4cuUK2tvbYbFYYLVaYbVaYTabUVFRgU8//RTHjh1DS0sLAEiN5vtedzTGEoIu3sXeCiHoZrMZBw8e9HnfLiiVSmg0GjzwwAMIDQ2dpBESERFRoPziF7/A8ePH0d7eDoVCgczMzAmtYc6cOYOioiIAGHBd26JFi7B48WLpd4Eifz6n04lz587hr3/9K/bt24fq6mr09PT4rBkUY%2Bv7dwDSO%2BaamhpcvXoVTU1NmD9/PhQKBdxu94jG7U8IulKplMLPv/vd7yIrKytg3wsRERFRICgUCrS0tODnP/85KisrB13TJuox0cNO1EHyOnQkezXEeV6vF3a7HZ9%2B%2BilUKhWSkpKkdXLsl3ITw8%2BJiIgoUESNYDab8f3vfx8nTpxAZGQkoqOjpV7NoaGhqK2tRV1dnVRrKJVKqNVqbNq0CQkJCeM%2BJznaEPTu7m50dHQgNDQUCQkJ0zoEXafTIS0tDUqlEhUVFdK/g0qlYvg5ERERERHRJGEAOhERERERERER0TSg1%2BuRkJAAg8GAyspKv0LQFQoFLBaLFH4uQsUTEhKQnp4%2BoU0IxAKfnJwcFBcXw2KxDBuCLhbJOBwOFBUV4eTJkzhx4gT279%2BPAwcOYO/evTh48CDMZjMcDseA4efi%2BfLy8rBp0ybodLppu/CGiIiIaCAejwfBwcGw2%2B2oqKgA4FtLzZs3D9/4xjeQlJQElUo16HXEZ65cuYIdO3agrq4OgG%2BzK1FvhYeH40tf%2BhIWLFgwqo1e4ppJSUk4c%2BYM2tvbpesPFmQ0HHktuGXLFmzYsAEAN6MREREREREREdHUIObfnE4n3nvvPZSXlwMYeP5Np9MhJycHW7ZswRe/%2BEWsWLECeXl5yMvLw7JlyzBz5kx4vV5UV1f7fHaguTR5Q9OOjg60trZOqRB0%2BZjlY%2Bkb9gncbAQmjs2fPx8FBQW4//77odfrORdIREREU5JYo7d7925cv37d572maMAZHh6Or371q1i8eDHCw8Olz4rGqH2DkIxGI9LT05GZmYmysjLYbDa/mli5XC60tLTAYrEgLS1tWoSgi0b4ALBs2TLccccdEzpWIiIiIiIiIiKiviFG%2B/fvxzvvvIM9e/agubkZ3d3dAHxDj8RnxLyXSqWCzWbDtWvXUFhYCKfTCb1ej8jIyICEdY4lBF0843QPQT9x4gTOnTs36HvzmJgYbNy4ke%2BUiYiIprlf/vKXUvi4xWJBU1PThIWgezwe9Pb24uWXX0ZnZ2e/d5zi75s3b4bJZAr4OMT1jhw5gj179uCNN95AS0sLent7fd5D%2B7MnV/6euKenB9euXUNlZSXuvPNO6R1tIEPQvV4vw8%2BJiIhoShL1Y0NDA/7jP/4DNTU1A65lk8/1AZ/VU3q9HlqtFrGxsYiMjJR%2B7/V6ffrg%2Bds3RawBvHjxIhwOB6KiomAwGKZ1WGUgMfyciIiIAkUefv7000%2Bjp6cHAHD58mVoNBpER0cjJCQEAFBdXY2ysjKfOlCn02Hjxo0ICwubkBptpCHoojZqamqCxWK5JULQg4ODYTKZfELQPR4Pw8%2BJiIiIiIgmCQPQiYiIiIiIiIiIpomgoCDEx8cjKioK165dG7Lx50DkjROWLVs2oQtQxD1CQkIQFhaGq1evoru726/xi3M8Hg86OzthsVjQ0dEBu93u07C/73XE72fMmIF//dd/RUhICBckExER0S1H3uz%2B1KlTcDgcUh1055134nvf%2Bx6CgoKGvIa8RnrzzTdx/vx56dqixhJ/1%2Bv1uP/%2B%2B7F06dJhrzvcPb1eL8rKylBbWys1WAgKCkJGRgZaW1t9ar3hvgNxzsaNG7F58%2BZ%2Bz0VERERERERERDSZ5M3wd%2BzYAcC3kZVKpYLH40FoaCg2bdqE9evXY86cOVCr1T5N8nU6HWJiYpCfn4%2BoqCi4XC40NjYO2bRA/k54KoagA4Bare7X5Et8P/L3waJZQ0FBAb785S8jPT0dGo2Gc4FEREQ0ZSkUCrS3t%2BPll1%2BGw%2BGQfi/ej4aFheFb3/oW5s%2BfD5VKNey1BI1Gg/j4eOTl5aGoqAhdXV1%2BvVt1OBxSI6upHoIub9J///3348knnwSAaRe8RERERFOPvP6Zrg09iYiIiGhiiPeQHo8Hly9fxrvvvovt27ejtbVVCoWUN7vvOz8nPyZC1L1eL8rLy3Hjxg309PQgOzt70kPQxbimYwi6%2BG4PHz6MysrKfuMV/0ZpaWlYunSpFFRPRERE088vf/lLnD9/Xvr/udfrhcViQXNz84SEoCsUCjgcDnz00UdSr5O%2Bx4OCgrBhwwYYjcaAzD2KZ7Hb7WhsbMTLL7%2BMHTt2oLKyEsDNkEx/e84MRqlUor6%2BHleuXMHy5culGngk4x8oBL2npwd1dXWIiIjA9773PYafExER0ZTidruhUqnQ0dGBF154wafviVzf/nbLli3D8uXL8eUvfxkbNmzAAw88gDVr1mD16tW4%2B%2B67kZubC71ej97eXnR1dfn0bBmKfO/EtWvXpLDKuLi4aR1WGQgMPyciIqJAETVCQ0MDtm3bBovFArVaDQBwOp24evUqACAyMhIGgwEmkwlnzpyB1WqVrmEwGFBQUIDg4OAJG/dIQtDldeWtGIKuVqtRXl4OrVaLn/3sZww/JyIiIiIimgQMQCciIiIiIiIiIppGtFot4uPjER8fj4qKCr9DxIGbC6Dr6%2BthNBqlDXwTSaFQwGg0QqVSoba2Fna7fdjxD3ZM3vyhLxEQkJycjB/96EcICwvjgmQiIiK6pcXGxsLhcKCsrAxhYWFYu3YtnnrqKQDDN4AXxz788EPs3LkTAAas0VQqFfLy8rB27VpERkaOabyieZfNZsPZs2elhdEmkwkbNmxAV1cXmpubpcXUA%2Bk7xoceegiPPfaY9Mys/YiIiIiIiIiIaKrwer1obW3FW2%2B9hba2Np/GWKIBU3h4OJ566iksXbpUmn%2BTN8IX83hivi89PR0mkwkhISEoLy8fsmkBcHMecCqFoGu1WmRmZmLVqlWIiIiAy%2BWS3iGLZzUYDMjIyMDcuXPxpS99Cffeey/mzZvn05h%2BOjZcICIiolufqLHKyspw8OBBqNVqqZbzer0IDg7GE088gUWLFo2qnhEB6kuXLsXFixfR1tbm13WcTueUD0HvG37%2B%2BOOPA%2BB7YCIiIho7EVIp6rLpEupIRERERBNPzEW5XC7s2rULu3fvxrlz5wD0Dz3yl7zZfEtLC65du4bm5mYsWLAACoVCqldH6/MYgq5QKFBVVYVXXnkFbre731jFv9GDDz6InJycKf0sRERENDh5%2BDngu2d2oBD08Xr/WV1djd27d0vvfuWUSiWCg4Oxbt066PX6Ud9fPnaFQoGmpib8/e9/xwcffICLFy9K9xW1WqAolUqYzWbU1tbijjvuGFUt2DcEPSIiAiqVCo899hiys7MDNlYiIiKisfJ4PFCpVLDb7fjpT3%2BK6urqAcPPRR%2B7oKAgLFiwAFu2bMEjjzyCGTNmICQkBFqtVqp/VCoVQkJCkJSUhLy8PMydOxfZ2dmorq6G2%2B2Gy%2BUadu5PPn9448YNdHR0ICQkBImJidNirm48MPyciIiIAkXUCGaz2Sf83OVySXWYy%2BVCVVUVHA4HIiIiEBsbiwsXLsBsNkv7cPV6Pe6%2B%2B%2B4JDUAHGIIOfBaCnpCQgODgYDz55JNITk6e7CERERERERF9LjEAnYiIiIiIiIiIaJpRq9WIj4%2BHyWTC5cuXRxWC7na7kZmZibCwsPEebj86nQ6xsbHweDyor6/3KwR9JMRC8oSEBDzzzDMwGAxckExERES3NLFJLSkpCV6vFwsWLMAjjzwiHfOnDiorK8Nbb70Fm83Wb2OeWORsNBqxdetWpKenB2zsZrMZn376qVQLinvMnDkTDocDVVVV0jG1Wi0tnFar1VJzr5iYGDz88MN4%2BOGHR/TMREREREREREREE0WhUKC%2Bvh4fffQR3G63NOcl5uLCw8PxrW99CwsWLIBarfb53EDXEvNkERERyMjIQHR0NM6fPw%2Bv1ztgc1VBvJedKiHoYo4vJSUFX/nKV7B27VosX74c9913H%2B677z4UFBRg/fr1uPfeezF//nzExsZCp9N9bpt3ERER0fQiapWjR4/i0qVLUo2mVCqhUCiwdOlSrF69Gnq9ftTX93g8CA4ORn5%2BPq5cuYKWlpZpH4Iu3gUDDD8nIiKiwHK73VCpVHC5XPjd736H5uZm5ObmjniuifNSRERERLc%2BUTs6HA78%2Bc9/xsGDB9HQ0AAAAwYhjYR8Hs7hcKCyshLV1dVYunQplErlpIagi/FNpxD07u5u7NixA%2BXl5f32KYuf9Xo91q1bh%2Bjo6EkcKREREY3WCy%2B8gHPnzvmEnwvyEPTW1lY4HA7k5OSMW%2B1SU1ODwsLCAetBr9eL3t5eLFy4EDExMaO6vvydqMViQUlJCX7961%2BjpKQEnZ2dABDQ3ix9iXWOLpcLt91226i%2BR/lnoqOjMXv2bMTFxQVymERERERjImoup9OJX//617h8%2BfKAwZEibDs8PByPP/44CgoKkJOTA%2BDmHJ/4D7hZB4m5tLCwMKSmpmLevHkwGo1oa2tDZ2enVM8NVmvJwyobGxvR3t6O4OBgmEymKTtHN14Yfk5ERESBImoss9mMp59%2B2if8vO85LpcLtbW1sFqtyMjIQG5uLgoLC6VzvV4vVq5cifDw8Al/DoagA3q9HjNnzoTRaJzsoRAREREREX1uMQCdiIiIiIiIiIhoGlIqlYiLi0NKSgrKysqkoMrhNqqJBSZNTU2Ii4tDdnb2pCw8CQ4ORmJiIjQaDRoaGqQQ99GSj9/r9SIjIwNPP/00DAaD1GyCiIiI6FYlaqGgoCCkpqZi7ty5APzbmCU2zxUWFuLs2bPSBi/5tUUzhscffxxLliwJ6NgtFgsKCwule3V0dGD27NnIzs7GwoULERkZCZVKhRs3bvg0hfB4PNBqtVizZg02bNiA5cuX%2B/3MREREREREREREE8nj8cDr9eKdd97BtWvXfBpWiWbrTz31FPLy8vy%2Bpvz9qFarRWZmJpKTk3Hy5El4PJ5BQ9Dl74YnOwRd3Ke7uxtmsxlerxeZmZkICwuDXq%2BHXq9HWFgYtFqtT0OFvg3CiIiIiKa6kydPSnUgAOmd7KOPPoqMjIwxXVu8zw0KCkJeXh6uXbuG5ubmaRuCXlNTA5vNBoDh50RERBRY8vDzZ555BhcuXEBHRwcAIDMz0%2B9QR3ldUllZCaVSiaCgoHEfPxERERFNHHn4%2Ba9%2B9SucPHnSJzw80GGTCoUCN27cwJUrV7B8%2BfJJD0EXzzhdQtDLysqwc%2BdO2Gy2fnthxM/5%2BflYv379ZA2RiIiIxuDZZ59FcXExNBoNvF7vgGvilEqltDcVAJYsWTJu/UVu3LiBY8eODdjbRalUQqlUIikpCbm5uSOqn/qujTt9%2BjT27NmDt99%2BGzabzWf9nL/1qBijvK70Zzxerxc2mw2JiYmIjY31615DUavVY74GERERUSApFAq43W68/vrrOH78OAD0qzPVajXcbjeMRiN%2B8IMfYOHChQgJCQGAYdfY9e2FFxYWhoyMDCxatAg3btyA2WyWjg/WM1AeVtnc3Ayz2QyNRoO0tLSxPPq0wvBzIiIiCiSFQgGLxYIf/vCH6Orqkuq9vkQd5na70dDQgIaGBsTExECtVqO2tlaq9RYuXIjY2NhJ2X/BEHTuLSYiIiIiIppsDEAnIiIiIiIiIiKaphQKBeLi4pCeno6LFy/6HYIuzikuLsasWbMmbeFMcHAwkpKSEBMTg7q6OnR1dfk0%2B/eX/JlDQ0Mxf/58fPvb30Z4eDg8Hg/Dz4mIiOhzRTRT7duYYDCiWdbvf/97OJ3OfvWkqMvmz5%2BPzZs3S40iAlU7Wq1WHDp0yGdD4Ny5c5GamgoAyMjIwMKFC7FkyRKkpqbCZDIhNzcXK1euxNatW7F8%2BXLExcUB4GY0IiIiIiIiIiKamkRj0t27d6Opqcln/k2tVqOgoAArV66EVqsd031MJhOysrJw9OjRIUPQxZiAqROCbrfb0dbWBp1Oh9TUVAaeExER0bQyWON6EVL0ySefoL6%2B3qcZ/fLly/Hggw8G5P7yEPQFCxZM6xB0vV6P4uJi3HvvvXjiiScA8D0wERERjZ08/PwnP/kJrl69CoVCgc7OTqlu8icEXV6XvPvuu3jxxRcRERGBuLg46HS6iXwkIiIiIhon8vDz559/HhcvXhy0PhzqPeZI9skqFAoolUqYzWZUVFRgxYoVkx6CDmBahKA3NDTgpZdeQn19/aB7qxMTE7F161ZERUVNufETEcUgl0wAACAASURBVBHR8Lq7u3HhwgVpbm6g/98rlUp4PB7ExMTg3/7t38b1nWdHRwcKCwule/bl8XjQ1taGlStXQqPR%2BFV/iGdzu91obW3F%2B%2B%2B/j9dffx3Xr1%2BXjg22DlCubw0q3k/3DXOSr8nrS/xeBCHNmzdv2PsSERERTUenT5/Gvn37BtzvIMK2IyIi8JOf/ETqfSKMpM4U56pUKuj1eixfvhxOpxOdnZ2wWq1D1q1er1eqKTs6OnDXXXchMTFxBE85fTH8nIiIiMaDTqdDa2srGhoahnxnKnr3eTwetLS0oKenR%2BrT5/F44PF4EBISgnnz5k3au8exhKB3dXUhLCxs2oegExERERER0eRhADoREREREREREdE0FxMTg4yMDJSWlvoVgi4Wp3g8HpSVlWH27NkwGo2T1rg0KSkJc%2BfORVVVFVpaWqRjwz2HfCEyAGRlZWHVqlXYsmULQkNDuSCZiIiIPtf8qes8Hg%2B8Xi/27NmDkpISqUaUEzXX8uXLcfvtt/t9bX/V1NTg8OHDUtMur9cLk8mE2267TWrYpVQqERERgczMTMydOxdz585FRkYGwsLCfBpAcBE1ERERERERERFNRR6PBxaLBe%2B88w6cTieAm/NuISEh2LRpU0AaUXm9XiQkJCA3NxeFhYXTLgTdYrGgs7MTBoMBiYmJnO8jIiKiaUG%2BRq2xsRFarRYqlQrAzcbx586dQ01NDYCbdeCyZcswY8aMgK3Zu1VC0GNjY7Fo0SLcc889ANiUlIiIiAJDqVTC5XLh2WefxZUrV6BUKqXGnRaLxa8QdHld8sEHH%2BCtt96C1%2BtFbW0t9Ho9Q9CJiIiIbgHy8POf/OQnUu04WMim/PfBwcHQarUIDw%2BHy%2BWS3tGKunK4vbLinKkUgi5q5osXL0Kr1SI3N3dKhaDX1tbid7/7Haqqqgb9fjUaDZYuXYqlS5dCo9FMiXETERGRf8T7yuzsbERFReHs2bMDhviIMMTY2Fg8//zzMBqNY66hhhvX/v37pXWAfSmVSnR2dqKhoQF5eXnS%2Br2%2BdUjfoPLu7m58%2BOGH2LFjB44fPy4FPIqabCh9%2B65kZmYiKysL69atw%2BrVq7Fy5Urk5uYiOTnZJ6RpuFr3ypUrmDlzJmJjY0f8PRERERFNRaIGc7lc2L59Oy5fvgzAd45MBF0ajUY888wzSExMDNh8mLjOnDlzEBISApvNhubm5kHPV6lUcLlcAIB/%2Bqd/wp133jnmMUwHDD8nIiKi8SBqsfnz58PtdqO2tnbYEHTxbrS1tRUhISFobW2V5uv0ej2WLFki7R2ZDKMNQW9sbITFYmEIOhEREREREY0aA9CJiIiIiIiIiIhuATExMcjKykJJSYnfIehiI1xrayuysrIQFhY2gSO%2BSalUIjw8HCtWrIBGo4FKpUJjY6M0fvEsYoGxWBgjfqfRaLB69Wps2bIFeXl50Ol0XJBMRERE5AfRcP%2Bdd95BS0vLoAuXIyMj8fWvfx1arTbgC5UvX76MM2fOSPcCPqtt8/Pz%2B9V/8o2BYhxcNE1ERERERERERFOdQqFAW1sbPvroI2kOTPx5//33Y%2BXKlQG7j9frRXx8PGbMmIEjR44MG4Iu3sWOVwh6amrqiELQ29raYLVaER8fj6ioqFHfm4iIiGgiyNeovfvuu/jrX/8Kg8GA2NhYaDQaqZ4qKSnBtWvXAHxW92g0GjzxxBMIDw%2BXfhcIt0oIuqgDuQaQiIiIAuk3v/kNiouLodVq4Xa7fWqd4ULQ%2B4afv/HGGwA%2BC1O02WyoqqpCSEgIQ9CJiIiIpjGPxyOFnz///PODhp/3DZdctmwZ7rzzTjz55JMoKCjAmjVrsHLlSmRkZMDtdqO9vR0ul2vIZvN9r88Q9KHZ7XZUVFTgj3/8I65fv97v3wS4%2Be%2BUnp6OJ554AgaDYVLGSkRERKMnrznS09MHDEGXh5//9Kc/lcLPxyt0SKzBO3XqFLq6ugasF8XPzc3NaG9vx9y5c6FWq32OyffF1tfXo6SkBL/97W9x6tQptLa2AsCw/WLE50VAZ3BwMG6//XY88MAD2Lp1q1STJiYmIi4uDhkZGZgzZw5mzpwJtVqNpqYm9Pb2DvoMSqUSSqUSJpMJubm5k1r/EREREQWKqGd27dqFnTt3AvCtu0RtFRoaim984xvIysoK6Bo2eY2bkJCA06dPw2w2D3iuPPj7n//5n7F69WoAuOXrMoafExER0XiR12KzZs2CUqlEfX09uru7peODfc7tdqO5udlnHq2xsRE5OTlISEiYkPEPhiHoRERERERENBkYgE5ERERERERERHSLiI6OHlEIutDR0YGenh6kpaVBr9dPwEj7Ew0iZsyYgfz8fMTGxkKv18NisUChUMDpdPo8S2RkJAwGAx566CHcd999uO%2B%2B%2B2AwGPqFpRMRERHR0EpLS/HBBx8A6L8IW/wcExODgoICKBSKgNdZly5dwoULF3yuazKZsGTJkn7nysfHhdJERERERERERDSdWK1W7N%2B/X2qKpVQqoVKpsHHjRsTFxQWsEZVoNBAXF%2BdXCLq8KcF4hKDHxMQgJSUF5eXlsFqtQ54rb56g0Wgwa9YsqfkrERER0VQjb5r54Ycf4q233oLNZoPZbJYalIrwy7q6OpSUlEClUkk12fr16xESEhLw9563Qgi6wHfCREREFEhGoxHHjx%2BHw%2BHw2WcxXAi6fG%2BCPPxcpVLB5XJBqVSip6cHNTU1CA4ORmxsLIKCgibnIYmIiIhoVMRcn8PhwH/%2B53/i4sWL0ntdOfE7nU6H2267DVu3bsUjjzyC3NxchIWFISQkBDqdDgaDAWlpabjzzjsRFxeHoKAgVFdX%2BzSUHwpD0Afn8Xhw%2BvRpvPjii2hqahow/FytVsPtdiMyMhI/%2BMEPEBcXN6FjJCIiosAZKgRdq9XC5XJNWPi5GI9Wq0VrayvKy8uHrOvcbjeuX7%2BOsrIymEwmeDwehISEwOFwwOPx4NKlS/j000/x2muv4dixY2hvb5dqG1F/DUZeUwYHByMpKQlf//rXsWrVKsycORMajQbAzXBMUS8pFApERUUhNTUVOp0OVVVV6O3tHbSm83g8sFqtWLFiBdfxERER0S2juroab7/9NiwWS785QK/XC41GgwceeABLly6FWq0el/V9vb29%2BNvf/oZjx44NeE7f8PO7774bwK0f9M3wcyIiIhpv8vnGnJwcqNVqNDY2oqurSzruD7Hv1uFwYNasWZO%2BXpAh6ERERERERDTRGIBORERERERERER0CxlpCLoIF29paYHb7UZycvKkLKCRL3ZRq9XIyMhAfn4%2Bli9fjvz8fMyaNQtLly7F4sWLsWzZMjzyyCNYs2YN5syZIzUgEIuJuGCGiIiIpiJ544HB6hX5sYlaCFxcXIyzZ88OeEzUkgsWLMDixYsDOiaPxwOn04nt27ejsbHR57pJSUm44447AnIfIiIiopGSN%2BUUDeu5SYuIiIiIxqqzsxN79%2B71aSgaHR2Nf/iHf4BSqQxovTnSEHTg5lzgeIWgp6am4vLly7DZbEOOWalUIiwsDIsXL8aMGTNGfU8iIiKi8SRvmtk3BLOjowP19fVwOBxITk6GTqdDT08Pjh49KtU8Op0OGzZsgE6nG5d5x1spBJ2IiIgoEDweD2JjYwEAly9f7hfUOFQIujjWt%2B4Tzda9Xi/UajVsNhvKysqQl5eHqKioiXw8IiIiIhoD8Y7S5XLhj3/8Iz799NMBAydVKhU8Hg9CQ0OxadMmrF27FrNmzZKOi7pR/ClqzuTkZMyZMwdGoxFFRUXDhp8LDEEffBwKhQJHjx6F3W6X/l0EUauHhoZi27ZtSEpKmrCxERER0fgYLATd7XYjISEBzz333ISEnwM39/y63W4UFxfD6XQOOmbgs5quubkZp06dwtGjR1FSUoK9e/di7969%2BPjjj1FUVISuri5p38pga/sEeegjAMyaNQtr167FF7/4RZhMJqlPjBinvEaV12zBwcGIjo5Gb28vampqfIIl%2B95PrVZj9erVUqg6ERER0XQlaqSSkhIcOXIEbrfbZ65O1FrR0dHYuHEjYmJixmUcTqcTr776Kj7%2B%2BGOf%2BwoMP2f4OREREY2vvu9MdTodWlpa0NHRAaB/fTYQcby7uxuzZ89GTEzMhL837Ysh6ERERERERDSRGIBORERERERERER0ixlNCHpvb68UPJmYmDhpIejAzcXiHo8HwcHBiIiIQEpKCpKTk5GcnAyTyQS9Xg%2BdTuezOIaLZIiIiGgq6tsswOPxoKWlBe3t7aisrERNTQ3a2tpgs9lgtVphMBj6bbQajwXBYsH0/v37cf369QEXK4ufMzMzkZeXF/AQJo/Hg48%2B%2BghdXV0%2B905ISMDSpUsDdi8iIiIif8nrsEOHDqG0tBSpqanQaDQjrsm4qYuIiIiI5Lq6urB3716fOjEmJgb33HPPmBvVD2SkIejypgXjFYKekpKC0tJS9PT09AuYEvODBoMBX/jCF1BQUCCNi3U1ERERTSVDhZ%2BLOqu7uxsNDQ2wWq1ITU1FcHAw9uzZIzWRCgoKwoYNG6DVasdtnAxBJyIiIrpJ1DFBQUGoq6tDS0tLvz0WfUPQASArKwsA8P777%2BPNN98EMHCzdfHz2rVrcdddd7FuIiIiIppGxDzahx9%2BiMOHD8PhcPQ7R9SA4eHh%2BMpXvoJly5YhMjISwODvM%2BW/U6vVyM7ORnJyMioqKtDT09PvnIEwBH1g4eHhmDt3LkpKSmCxWHzeZ3s8HkRGRmLbtm0wmUwTNiYiIiIaX31D0MPCwlBZWYmf/exniIiImJDwczEOAIiNjcWlS5fQ0NAwZC8XsSavt7cX3d3dMJvNaG9vR1dXl/RuuW%2Bo%2BWDk76ONRiPuuecePPXUU8jNzUVQUJBPTeZPbabX6xEeHo5z586hu7t7wOfwer2w2WzIz89HREQE5z2JiIhoWlMoFLBarfjf//1ftLe396t/xN8feughLFmyZFzG4HQ68corr/iEn8v3djD8nOHnRERENDH6zjcGBQVJPQHl%2B2yHolQq0dPTg9raWqxYsULat8sQdCIiIiIiIvo8YAA6ERERERERERHRLWg0Ieh2ux1msxkAJi0EXYxF/qc/5xIRERFNVQqFAt3d3airq8POnTuxc%2BdOvPnmm9i/fz8OHz6MEydO4MiRIzhw4AAOHDiAkpISFBUVITQ0FE6nE%2BHh4T7h6YEOId%2BzZw8aGxsHPC5qyKysLCxYsCDg9z9w4AAOHz4sXVPcLzc3FwsXLgzYfYiIiIj8Id/wvmPHDvzf//0fGhsbodPpYDKZRhSCLq5ls9ngcrmg0WjGe/hERERENIV5vV6o1ep%2BDfNTUlKwcuVKAOPz3nOqhaDHxsYiJSUFRUVF6O3tlepv8R7baDRi8%2BbNuOeeewCwKRURERFNPaJeAvqHn4umm6JeEmvxOjo6MH/%2BfLS0tKCurg4KhQK9vb2YM2cO4uLixrUxFEPQiYiIiHxFRETA4/Hg7NmzAzYq7RuCHhISgvPnzw9Y9wG%2BDek3btyIrVu3cj6LiIiIaBo6f/489u7di6ampn7HRM0XHh6Ob33rW8jLy4NarZaO%2BzNfJubVTCYTTCYTqqurYbVa/ZpvYwj6wIxGI2bOnImLFy/CYrFIY0tLS8MPf/hDJCUlTdhYiIiIaGL0rWHWrl2L0NDQMYWfj6aGEWvasrOzceHCBXR1dQ15jYHmHwc73pdCoZA%2BI8679957sWHDBqxduxYajWZEvVn6ioiIgEqlQlFR0YDjEPOnq1evRlRU1IivT0RERDRViHm4uro6HDx4EA6Ho99%2BCqVSiaioKGzevBnh4eEBn%2B9i%2BPnAGH5OREREk0U%2B35iamgq9Xo/29na0trb6FYIuzmlra0NPTw/mzJkTkD24YzXWEPTw8HDEx8dz3wgRERERERENiQHoREREREREREREt6jRhKD39PRMiRB0IiIioulKvgDZbrfj2rVreOmll/Dxxx%2BjqKgIjY2NcLlcAG42FRANsDweD1paWnDjxg2cPn1aCiRSKBSIjo6WmkUFYnGwuMaRI0cGbNQlp9VqsXz5cgAI6Eaw/fv34/r16/2eZ/ny5cjJyQnYfYiIiIiG0zf8/K9//SsAwGazobGxEWq12u8QdHGt%2Bvp6/OhHP4LH40FaWhpD0ImIiIhuUYPVh%2BL34k%2BNRoOTJ0%2BitbVVOic2NhYrVqwY12YAowlBF%2BMJZAi6%2BFxcXBxSU1Nx6tQpuFwu6R02w8%2BJiIhoOhB10IcffiiFYKrVap%2Bmm/LzHA4HGhoa0NDQIIVoivV72dnZyMzMHPfGUAxBJyIiIvqMqGPS09PR1dWFa9euDVjbyEPQy8vLcebMGQDDh59v2bKF81lERERE04jYp2G32/Hee%2B%2BhtLQUgG9wpKj5QkND8bWvfQ3z5s0b1b3k743j4%2BMRHx%2BPmpoaWCyWaR%2BCrtPppBD0iZ47NBqNmDFjBs6dO4fe3l7k5%2Bfjq1/9KuLj4ydsDERERDSx5DWHqIVGUhOJ%2Bqe7u1sKDx9psKU4V6vVQq1W49q1a%2Bjt7Q14HSTCz71eL/R6PRISEvAv//IvWLNmDZKSknyeZzTEe2un04ljx44NGoCuUChQUFAAo9E4%2BochIiIimmSiZtqzZw%2BKiooGDX9MS0vDAw884POZQGD4%2BcAYfk5ERESTTT4/mJycDL1ej46ODrS0tPgdgg4AVqsVBoMBycnJU2KvhQhBV6vVIw5Br6%2BvR2JiImJiYiZh5ERERERERDRdMACdiIiIiIiIiIjoFsYQdCIiIqKJI98sdenSJezbtw%2BvvvoqGhoa0N3dDcB3o5Woyzwej0%2BNplAo4HK50Nvbi9LSUpSVlaGmpgYzZsyASqWSrjGWxc5i4fW%2BffvQ1tY27LXuvvtu6HS6gDWlOnPmDF577TUANzf/iedauXIlUlJS2DyfiIiIJoyoOXbt2oVXX30VAKRAyK6uLjQ1NfkVgi7qwYaGBjz77LPo7OxERUUF9Ho9TCYTtFrthD4XEREREY0PeeNQhUIBm80Gq9WK69evo6WlBV1dXVLTAnGOy%2BVCSUkJbty4ITUL0Gg0uOuuu3waso6HkYagi88AgQtB79vUPzU1VWqcGhUVhU2bNjH8nIiIiKYFEYjU2dkJt9s9bFN5l8uFzs5OdHd3w263S%2B9EtVot7rjjjjEHFfmDIehEREREvs1KExISUFNTg%2Bbm5kHPBSCFP/ZtQM/wcyIiIqLpT9R8f//737Fnzx4A8Nl7K2o%2BvV6PJ598EosWLRpz4LiYV4uLi0NMTAxu3LiBjo6OIff7ClMxBF2hUKC4uBgejwezZ8%2BelDlDo9GIBQsWwGQyYcOGDYiKiprwMRAREdHEkq/bG0n9Id/r8V//9V%2Bw2WzIyckZVQg68FlAY0REBKxWKxoaGuB0OgNSD8lrUq/Xi9TUVKxbtw6PPPIIsrKyfJ57LPcT19HpdCgsLERPT0%2B/c8Qe6DVr1jAAnYiIiKY1MS/3ySefoLa2tl8PPvHz0qVLMWfOnFHVh4Nh%2BPnAGH5OREREU4X8Pa7JZEJISIjfIeiiZrRarbDb7TCZTIiIiJjI4Q9KqVQiJyfH7xB0jUYj1VubN29mbxwiIiIiIiIaEgPQiYiIiIiIiIiIxtlADT/Fwg/xe7HoeTyagzIEnYiIiGj8icXKwGebrd58800UFRXB6XT6LPz1pzmVIOo2m82G69evo7S0FE6nE1FRUdDr9WPaOCfqzuLiYtTV1Q1aIyqVSthsNmi1WsycOTMgtWpTUxPee%2B89mM1mqFQqaYOe1%2BtFTEwMtmzZguDgYDbNJyIiogl17NgxvPTSSwA%2BCz93uVxSPeJPCLq8Ida2bdvQ2dkJrVYLp9OJ0tJShIaGMgSdiIiIaJoTNaCoA4uLi3H69Gm8/PLL2LdvH3bv3o0jR47g4MGDOHz4MIqLi3HlyhUYjUZERUUhKChICv0GPgvPXLFiBcLDw8d97FMtBD0hIQEmkwmlpaV4%2BOGHUVBQAIBNqYiIiGjqU6vVmDdvHux2O5qbm/0KA3I4HLDb7QBuvi92OBxYuXIldDrdhASKMwSdiIiIpqNA1xziWsHBwbDb7bh69SocDodf4xDk690Yfk5EREQ0vV28eBGvvvoqHA5Hv%2BAhr9cLrVaLNWvWYOXKlQgODh7z/cT7Uo/Hg8TERISFheHMmTODvq/ta6JC0CsrK4ed95TXxdnZ2Zg7d%2B6oxzBWYWFhyMjICMi/EREREd2axJo0s9mMH//4x6ivr0dnZye8Xi8yMzNHHYKu1%2BuRkJAgBSKNJQRdoVD41KRJSUlYtGgRvvnNb2LmzJkICwsbl3e0vb292L9/f78AdLFOMjw8HOvXr%2Bd%2BXyIiIpr2LBaLNBc4mFWrViE9PZ3h5%2BOM4edEREQ01cj3vSYlJUGv16OzsxPNzc3DhqCLY42NjXA4HMjOzp4y7y39DUFXqVRwuVyIj4/H888/j/Dw8DH1NiQiIiIiIqJbHwPQiYiIiIiIiIiIxolYtCFfuNHZ2QmXy4XGxka0tbXB6XTCarVKzUX7bjoL1CY0EYJeWlrKEHQiIiKicSBqtg8%2B%2BAAvv/wyLBaLVMv525CqL1GviZqyvb0d165dw9WrV5GSkoKIiIgxj7eurg6XLl0atDYUv1er1Zg9e/aYg9fdbjeOHz%2BOI0eOwOl0StcX9Wl6ejruuusuqNXqUV2fiIiIaLTCw8Nx%2BvRp2Gw2n9rInxD0vuHnFosFarUaTqdTavR58eJFhIWFITExkSHoRERERNOQqPk8Hg%2BqqqqwY8cOvPLKKygpKUFnZ6cUaCnOdblcaG5uRmVlJY4dO4aamhrpHXFvb6/UqCkzMxOpqakT0hBgNCHoYt5uPELQk5OTsXDhQixYsAAAm1IRERHR9ODxeBAcHIzMzEz09vaipaVFagbvb22kVCqlNXyzZs2asBqIIehEREQ0nVy9ehXl5eWIi4uDSqUK2HVFQ9Lk5GSUl5ejsbFxwKaeA5E3pH/wwQfx6KOPcj6LiIiIaBoS72Y/%2BeQTlJaWSoE6gnxvw4MPPoj4%2BPiA3lulUqGrqwsvvvgiOjo6RvT5iQhB12q1uH79%2BqAh6PK6%2BP7778fjjz8OIHB7oUeD85REREQ0mL57Pbq6uqBUKtHR0SG9Kx1LCHpYWBiSk5Ol9YJ2u93v2kzcS9SfSqUSCoUCGzduxLp167B27VpotVqpzgpkzSPq38bGRhw4cAAul2vA89LT07Fu3TrWW0RERDStKRQKOBwO7NmzB263e9B3w3l5eUhPTw/IPNdEh5/3rWWnamAlw8%2BJiIhoquobgh4SEiLNIQ4Vgi4/VlNTA6fTiTlz5kyZ%2BkWEoGs0mgFD0EVNFhcXh%2Beeew5GoxFutzugazaJiIiIiIjo1sMAdCIiIiIiIiIiogCSL15WKBSw2Wyoq6vD3r17cejQIbz11lvYu3cvdu3ahY8//hgHDx7E3r17cfLkSRQVFeHy5cvQ6XSw2%2B0wGAzStQKxoDg6OhqZmZl%2BhaCLDXAMQSciIiIamrz%2Be/PNN/HOO%2B8AwJC11miIezgcDjQ1NaGwsBAJCQmIjY2VFguPZCOdOLejowOffvrpoE1cxfUaGxuh1Wpx2223jaqZgzi/qqoKf/nLX9DZ2enzHYk/v/SlLyEtLc3v6xIREREFggj90Wg0qKiogMPh8Dk%2BVAi6y%2BWCSqWC2Wz2CT8XDaC8Xi/UajXcbjeKi4thMpmQmpo6JZsHEBEREdHARMMkl8uF3bt3Y8eOHThx4oTUgEo0N5CTNyd1Op24ceMGamtrpXBMcb5Op0N%2Bfv6E1YcjDUGXN2AIZAi6EB4eDoBNqYiIiGj6EPVUUFAQMjIy4Ha70dTUhO7ubun4cEQtqFarsXTpUqhUqglrOMoQdCIiIpoOKioq8OMf/xhnzpyByWQKaAi6qIc0Gg1mzpyJkydPoru726/1fuL4Qw89hMcee0y6HhERERFNLwqFAk1NTfjDH/6A3t5en5pO/u73C1/4AhYsWBCw%2B4pG8VarFdu2bcONGzcG3ccxlIkIQddoNAOGoA8Wfs73vURERDQViRql714PUc9YLJaAhaCnpKQgMjISjY2NsFgsPvWT0DfwXPB6vYiOjsbatWuxefNmrFq1CjExMT7PEGiin0xpaSmOHj3a77gY45w5czB//nyf8RMRERFNR3V1ddizZ8%2BQ74Xz8/ORlpY27cLPgc9qNafTiY8//hgpKSlQq9VjeobxwPBzIiIimuoCEYJ%2B7do1OBwO3H777ZPwBANTKpXIzs7uF4Iu3jMz/JyIiIiIiIhGigHoREREREREREREASQWL1dXV6OoqAh/%2BMMfcPDgQRQVFaGmpgbd3d2w2%2B3SwhWPxwOXywWr1Qqz2Yzr16/j5MmTKCwsRGdnJ%2Bx2OxITEwO2CHckIejieRiCTkRERDQw%2BWap1157DR9%2B%2BCEASA3qx4tKpYLT6cTp06ehUqlgNBoRFhbms4B6OOKcqKgonDhxAlarddBzRc14%2BfJlGAyGETdzEN9TS0sLXnjhBTQ1Nfls0hPXz8jIQEFBAcLCwvz8JoiIiIgCQzRvCgsLQ01NDcxmc795s4FC0OPj4xEUFIT6%2BvoBw8/ln/N6vUhISMCDDz7IemcC9fb2ShvwiIiIiEZDbNh3OBz4n//5Hxw6dAgNDQ0A%2BjciHYg47vV6fQLTRZ1osViQkZGB2NjYcXwKX6MJQRfjDVQI%2BkBjIiIiIpouRD2l0%2BmQlpYGr9eLpqYm2Gw26fhwnweApqYmBAUFYcaMGSN61xuI8TMEnYiIiKaq8vJyPPvss1Jz87KyMsTGxiI%2BPj7gIeghISHQ6/UoKyuDw%2BHw67NhYWHIy8tDVlbWqAORiIiIiGjyiPpt165duHDhwqB7PxYsWICtW7cGbN5OHn7%2B9NNPo76%2Bvl/Iz0hMRgi6/Lti%2BDkRERFNdaJGaWhoGHCvh3z9XiBCAUOvbwAAIABJREFU0IODg5Geno477rgDVqsVKpUKbW1tANBvjaEIRNJqtVi4cCHuuusu/OM//iMWLFggBZ%2BLGnQ85x67u7vx97//HXV1dQOGsqtUKmzduhXx8fGcAyUiIqJpr76%2BHkeOHBlw/4eohW677TZkZ2ePaT5wIsPPxThbWlqkXofHjh1Dbm4u4uLiptS7bIafExER0XQRiBD0iooKOJ1OzJkzZxKeYGADhaCLPcYMPyciIiIiIqKRYgA6ERERERERERHRGMkX%2BjqdTuzevRtvv/02jhw5go6ODjgcjkEXq4ifxeeVSiVcLhecTieuXLmCc%2BfOobi4GNHR0VCr1QgODh5zw4To6GhkZWUxBJ2IiIhoDOSbpd599128//77APpvQJOThwHJN1qJ3/tLNA9wu90oKytDd3c3wsPDER0dPeJgcgCora1FdXX1oOMQ9/N6vbhw4QIiIyORnp7udzMvhUKBjo4O/PSnP0VDQ4NP4yv597V%2B/Xrk5eX5/T0QERERBVpISAgiIyNRWFgo1XtDhaAbDAYAwHPPPTdo%2BLmoz9LS0vD9738fCQkJE/tQn2NmsxmvvvoqXC4XEhISuNmOiIiIRkwefv6rX/0Kp0%2BfloKQxNzYWNntdsTHx2PmzJkTGhw50hB04GZjqfEKQSciIiKaTkQ9pdVqkZqaCoVCgebmZlitVun4UERtVV1djcTERCQmJk5oPcUQdCIiIpqKRPi52%2B2GWq0G8Nn82XiEoIv6JSYmBufPn0d7e7tfn3M4HAEJRCIiIiL6POvt7ZXqvYkm6rb3338fTU1N/d75iuP5%2BfmYO3euz%2B9Gy9/w88HWKw5mIkPQnU4nw8%2BJiIhoWlEoFKivr8dzzz2Hzs7Ofns9xDlA4ELQvV4vgoODsXDhQuTn5yMrKws5OTkIDw9HSkoKsrKykJGRgfz8fGzcuBHr1q3D2rVrkZubC51O53PP8ZxvFPdpaGjA9u3bYbfbfepQUZcmJSVhzZo1CAkJ4fwnERERTXsdHR04ePDgkPsltFotlixZIu0LHqmJCD/vWzMWFxfjlVdewZEjR2A2m%2BF2uxEREYG5c%2BdOmRqO4edEREQ03QQiBL28vHzKhqDrdDqUlpYiMjISP//5zxl%2BTkRERERERCPGAHQiIiIiIiIiIqIxEAtl3W43zpw5g%2B3bt2Pnzp2wWCzSMbEI2Z8G%2BOIc%2BcLc5uZmXLhwAVevXkVkZCRiY2N9zh/NQuOoqChkZmaOOAS9oaEBAEPQiYiI6PNNLDQGgB07duCNN94A0H8DmqixxJ9iYbNer0dYWBiAzzaxyY/LP%2BfPGDweD2pra9He3o7g4GCpMb4/DRYUCgVUKhWCgoJw5MiRYRdXi/GfPXsWwcHByMnJke4h7ic%2BK37vcrlQVVWFX/7yl1L4udiQJj8/Ly8PTz75JBvCEhER0aSLiYlBaGgoioqKBqyP5CHo1dXV2Lt3L2w227Dh59/%2B9rcZfj6Bmpqa8N///d%2B4cOECmpubYTQaERsby013RERE5DePxyOFnz/77LMoKysL%2BJyVqDWvXLmCOXPmICoqKqDXH46oV0UA%2B3Ah6PI5TIagExEREfmGoCcnJ0OlUqGpqcmvEHQx5%2BhyueByuZCamiq9Q54o8hD0vLw8XL16lSHoRERENGn6hp%2B7XC7pfa3dbselS5cQExMTkBB0ebP0ffv24fDhw359LtCBSERERESfR5cuXcILL7yA7OxsREZGTsoYrl69iu3bt8Ptdver4VQqFdRqNZ544gkYjcYx13miUXxXVxe2bds2aPi5SqWCx%2BOBwWBAZGQkuru7/ZpvEyHo5eXl4xaCrtVqcfXqVfT29jL8nIiIiKYFr9cLu92Ob37zm7DZbNDpdHA6nQOeG8g5P3kwkk6ng8lkQnZ2NvLz87F48WIsXLgQeXl5mDlzJuLi4mAwGADc3Js7EfOLYs7V4XDgxRdfRE1Njc%2BeGfme39WrV0sBoERERETTXVdXF/bv39%2BvJ4ycwWDAqlWrpmz4ubzPzblz57Bv3z78%2Bc9/RktLC3p7e6U9HVarFYsWLUJQUNCk13IMPyciIqLp6lYOQc/KyoLRaJTeiTP8nIiIiIiIiEaKAehERERERERERESjJBZqOJ1OvP7669i7dy8uX74MwHdx7Wj0DVWy2%2B1obGzE4cOHodPpEBISgvDw8DE1y4qOjmYIOhEREdEoiNrrxIkT%2BMtf/iLVhX3Dz8XPGo0G6enp2LhxIx566CE8/PDDePjhh7Fq1SosW7YMM2bMgNvthsvlgs1m6xciPhh5CHpjYyPq6%2BsRFBSElJSUEdWJcXFxsNvtqKioGLZJlqgZi4uL0dnZCa1Wi5iYGGkDmbzRQlVVFQ4dOoS//e1vaG5uHrBRFwAkJSVhw4YNMJlMfj03ERER0XgzGo1oa2tDXV3dgPNlol6x2WxwuVxS01D5cYafT56mpib85je/wbVr16BUKtHe3o6GhgaGoBMREZHfRMMkh8OBX/ziFygvLx/2XepoiPk9l8sFi8WC7OxshISEBPQewxF1a1xcnF8h6OIzAEPQiYiIiICxhaCLzzY1NcFgMMBkMkGr1U7U0KUxMASdiIiIJltFRQWee%2B45n/BzQcyh9fb2ory8HNHR0YiLi4NarR7VveTN0j/44AO89tprAOD3/B9D0ImIiIhGr7y8HD//%2Bc/R0dGBsrIyzJgxA0ajccLHcfXqVRQWFg54zOv1wuPxoKCgAEajMSDh51arddjwc7fbjejoaGzbtg2zZ89GVVUVLBaL3yHojY2NYw5Bl9%2Brbwi61%2BvFjBkz8OijjwJgCBERERFNbQqFAhqNBiEhITh//rxUlw02/xfoEPS%2B%2BtZ0fa85kXOKCoUCLpcLe/bswfHjx%2BFyuQb8XjIyMvDoo48iNDSU855ERER0S7Bardi3b9%2BgeyQAoLOzEzk5OYiNjR3RtSci/By4WTe%2B%2B%2B67ePvtt1FSUiJdX97r0OFwYMWKFTAYDCN6jkBj%2BDkRERGNl6Hmq%2BTHxrq34VYPQQ8KCmL4OREREREREY0KA9CJiIiIiIiIiIhGwePxQKVSwW6349e//jWOHz%2BOrq4uAP0XIAeKWGhcUlKC1tZWKBQKJCcnMwSdiIiIaBJcvXoV7733HpqamqR6TJCHoefl5WH9%2BvX4yle%2BgqysLERHRyMoKAhKpRJarRaRkZFISUnBsmXLMGvWLERFReH69evweDzS5qyh6jP5YueOjg7U1dUhKCgIaWlpI6oT1Wo1ampq0NHRMeR5Xq9XqksrKytx%2BfJlFBUVoaenB%2B3t7WhubsaFCxdw8uRJvPbaaygpKYHVah20RtZqtVixYgVWr17NhdBEREQ0Zej1erjdbly%2BfBm9vb1%2B1WQCw88nV9/wc%2BCzf5/Ozk40NDQgIiICMTExow5EICIiolufPJT8t7/9LYqKigad25I3f5f/Xf6nP/cDPmueGhERgdTU1AmfJ2MIOhEREdHYiMZWGo0GJpMJarUajY2NfoWgizCiK1euICoqCikpKRPewJMh6ERERDSZqqqq8P/%2B3/%2BT5qPk4eeCqLW6u7tx6tQpLFmyZFRBmX3Dz9944w0Avuv9/MEQdCIiIqKRKy8vx7PPPguXywWtVouOjg6UlJRg5syZEx6CfurUKZSWlg64LlChUECpVGLNmjVjCgiSh58//fTTfoWff%2Bc730FqaipiYmKQkJCA6upqKQR9OAOFoPtTmzqdTlgsFgQHB/s08BffhbjGjBkzMGvWLAAMISIiIqKpT9Q0WVlZiIqKwtmzZ332xQ5kPOf8%2Bn52sucPL168iF27dqGpqanfMfEdLVmyBIsXL4ZKpZr08RIRERGNlZjPOnz4MBwOx6D1jdvtRkZGBrKzs/1eAzdR4edyn3zyCSoqKga9n9PpxO23347ExMRRXT8QGH5OREREgdR3fk783ePxoLW19f%2Bzd6fBcZ1l%2BvCv06u6tbaW1mJZmyVZUmTLixwv8hJj5DiLyebEBAgJTBEYqIKBmSlSMwUMyT9MZaipYoZ4ajJhCUkqQCCOHeLg2LETvG%2BSI0vWau1q7bKkVrfU3erl/eD3OTmttbVL9vWromJ3n%2B7ztPly13Pu575gs9ngcrng8Xjg8Xig1Wr9rpvJ%2BYbbNQRdYP1FRERERERE08EAdCIiIiIiIiIiommQJAl9fX144YUXUFlZ6ff6eIfeVCqV/L7yz1MZfi%2BaWNra2lBfXw%2BbzYa77rqLIehERERE80TUXCdPnsS5c%2BdG1WDKw1cPPfQQ9u3bN6peGxmCJF6PiIhAdnY2MjIyoNPp0NHRAafTOeFgBcC/wXpgYABNTU3Q6/VIS0sLuE40m80YGhpCRUXFpNcr69LBwUG0t7ejpKQEZ8%2BexYULF1BUVITq6mo4HA54PJ4xa2Tx%2BVWrVuHpp5%2BGwWDgIHwiIiJaFERNkpSUhK6uLtTW1k6pThEDA5KTk/H973%2Bf4efzaGT4uRiCIP6/6%2B/vR01NDeLj47Fs2bIFXi0REREtVmI/7dChQzh16hTcbveYQ%2B9H7nmNfMYqapDJnr2Ka10uF9rb25GZmYmoqKhZ/EWBYQg6ERER0cyMDEFXq9Xo7OycNARdPHt1u90oLy/HsmXLkJiYOJ9LBzD9EHRRy/b09KCvrw9JSUkICQmZp1UTERHRUufz%2BVBRUYEbN25gaGho3D0llUol9%2BTt3r1bHgo/VeK7R4afjzVsfeSfx/suhqATERERTU6En3s8Hmg0GgwPD0OlUsFmsy1ICPrp06dRX18/Zq2nVqsBALm5uUhMTJxWbTed8PMf/OAHSE9Pl%2B9nNpsRHx%2BPhoYG9Pf3B3RfEYJeWVmJLVu2QKPRjHutuE9lZSWOHDkCo9EIs9k8Zgj6SKx1iYiIaLFT7tGlpqYuihD0xaKzsxMHDx7E9evXAfjXduIsTGxsLL7zne/AaDSyD5CIiIhuC5IkQa/Xo7i4GF1dXWNeI54NNzc3Y%2BPGjQgODp70e%2Bc7/FzUZnFxcTh79iw8Hs%2Bosx6i1l22bBlycnKmfI/ZwPBzIiIimi2i/hH7Uz09PaiqqsKJEyfwzjvv4P3338fBgwfx4Ycf4uTJkzh69ChOnjyJGzduoLa2FsHBwVCpVDAYDPJ3Tmef73YPQSciIiIiIiKaKgagExERERERERERTYFoPGlvb8dLL72ExsZGqNXqMYe%2Bi2YTZdOtaExR/nkqw%2B%2BV32e321FRUYGuri5s2LBhRgfHGIJORERENDlRi1ksFrzyyitwOp1%2BdZPy8NWXv/xl7Nu3D0aj0e%2BzYxF1nKg1zWYz0tPTkZGRgcrKStjt9lHXTvQ9drsdjY2NMBqNSE1NnXTAgnhv5cqVuHnzJurq6iBJ0oQ14VihT2O9NhZRP6enp%2BMHP/gBQkJCeCCNiIiIFg1l7bR69WpUVVWNO9RgLD6fD0lJSfjhD3%2BI2NjYOVwpKY0Xfi6I4E6Hw4H9%2B/czhImIiIjGJOrAiooK/PWvf0V3d/eoa0StIfbPtm7dio0bN2L37t3YvHkzUlJSoNFo0NvbC4/HM%2BnQVOX3DgwMoLa2FqtXr5b3zOZzeKjY45tKCLr492AIOhEREdHMQtDVajWGh4dRUlKClJQUxMXFzefSAfiHoK9btw61tbUBhaCr1Wo4HA40NDQgKytrQQLciYiIaGmSJAkxMTEwm81oaWmB1Wr1G1gK%2BA%2BJf/DBB/HMM88AmN4gUgA4deoUfvOb3wC49Qxx5LB15T4YA5GIiIiIZm5k%2BLnb7QbwWa01MDAw7yHoRUVFqK%2BvH/O8hOg7MxgMyM/Pn7fw8xUrVgDwH55vNpsRExOD8vJyDA0NBfzcWYSg33XXXTAajaPOq4izG729vXjppZdQXl6OwcFBmEwmxMTEjApBJyIiIppt87F3xhD00axWK9566y2cP38egP98G7E3GhYWhm9961tITk7mmV8iIiK6bXi9Xvh8PtTU1Ey4LyieVcfHxyMlJWXC%2Bm%2B%2Bw8%2BBz2pVj8eDEydOwOl0jrpG/LbU1FTk5eVN6z4zwfBzIiIimi2iRhgaGkJrayveeecdHDp0CEeOHEF1dTW6u7sxODgIt9sNr9crzxIZGhpCc3MzqqqqcP78eZw6dQo%2Bnw8OhwOxsbGjnp0GiiHoRERERERERJ9hADoREREREREREVGARBNMV1cXfv7zn6O5uXnMRpORATsmkwlpaWnYunUrdu3ahbvvvhtbt27F8uXLERoaCp/Ph4GBAb/DYRMNIhgZnN7Y2IjGxkasXLlSDticDoagExEREU1MkiQ4nU789re/RUNDgxzkDfgfSPvSl76Ehx56CID/QbdAvl/Q6/WIj4/Hli1b0NDQgN7eXvn7AwlBHxwchMVigdFoRHJy8oRDqJTDF9atW4e2tjY0NTVNei8lUTcGMlDL6/UiPj4eP/rRjxAWFsYDaURERLToiNpJrVZDr9ejtrYWg4ODAX1Wq9Vi586dWLt2LUMf50kg4edutxshISH42c9%2BhoSEhAVcLRERES1mom577733UFRU5Pca8NnelsFgwN13340nn3wSDz30EHJycpCYmIjExERkZ2dj27ZtiI2NhdFoRENDw4QDDJRUKhX6%2BvpQXV2NzZs3Q6/Xw%2BPxzOvemdgrDDQEXVnv9vX1obe31y/wk4iIiOhOM9MQdJfLhaKioiUTgq58Tv7AAw/ggQcemM/lEhER0W1Ao9EgJiYGJpMJFovFLwR9ZPj5U089BWBmA9AdDgeamppgs9nk8E3Av6558sknsXnzZhQXF9/RgUhEREREM1VZWYkXXnhhVPi5IJ6j2my2eQ1Bv379OmpqauS9PCVRvzmdTnk9gfYAer1eOfz8Jz/5CSwWy5TCz5VrEPeMi4tDdHQ0Lly4MKXnzp2dnaioqEBoaChCQkLkc7%2Bi1u7u7saLL76Ijo4OAEBHRwfsdjvCw8NhNptZxxIREdGcUe7t1dbWIjIycs7uxRD0z7hcLrz55pv45JNPAPjvh4r6U6fTYdeuXXLv4lL8nURERERjEXtikiTh/PnzY56LENe5XC7cvHkT27dvl89QjKyLFiL8XPB6vTAajSgpKUFnZ%2BeotYn9w4yMDKxZs2Ze61eGnxMREdFMKZ/LSpKE1tZWvPnmm/jrX/%2BKkpIS9Pf3A4C8t6fc31PudYnaw%2Bv1wm63o6ysDOfOnUNfXx%2BMRiPCwsLGrfUmwhB0IiIiIiIiolsYgE5ERERERERERBQA0Shrt9vxs5/9DE1NTaMaj4HPmpG1Wi0iIyPxyCOP4PHHH8cXvvAF5ObmIjk5GcnJyUhMTEROTg42b96MjRs3YuXKlfB4PBgaGsLg4KBf481ERCNLa2srmpubkZycjPDw8Gk3HU83BL29vR0AQ9CJiIjo9jc4OIgjR46gv79frpOUdeEjjzyCffv2AZj5YStx%2BGz9%2BvWw2Wzo6%2BvD0NAQgMBC0G02Gzo6OhAeHo7ExMSAQ9A3btzoF4I%2B2f0mo6xtfT4fEhMT8W//9m8IDw/ngTQiIiJatEQNk5iYiOrqalgsloA%2B5/V60d/fD0mSkJiYCK1WyxD0ORRo%2BLnRaMTzzz%2BPxMTEBVwtERERLQWXLl3Cm2%2B%2BCQB%2Bz0rVajW8Xi9CQkLw1FNPYffu3UhLSwPgPxxB7LEtX74cq1atQnx8PEpKSuRh/oE8/7158yYqKiqwY8cOefDTQoWgZ2VlTRqCLj4j1t7Q0IC77roLJpNp3tZMREREtJjcKSHoyufke/fu9Qsk5X4oERERTcVYIehiPw6YvfBz4NZ5iZSUFDQ2NqK3t1euwcS9Hn74YTz22GNYsWIFIiMj79hAJCIiIqKZ6unpwUsvvQSbzTZm%2BLmwECHoFRUVqKysnPDc7MDAABISEpCRkRFw%2BLn4HS%2B%2B%2BCIaGxunFX4uKM9%2BiLMg5eXlk4afCyqVCr29vaiursaNGzcQFhYGr9eLrq4uXL58Gf/3f/%2BH9vZ2qNVquW61WCxwOBzIzs7mGWEiIiKaE8q9vffeew%2B/%2BMUvoNVqkZWVNa3vUtZp4/XYMQT91m948803ceLECQCjAzrFa9nZ2XjwwQcRGxu7EMskIiIimnPDw8O4dOkSHA7HmHP1lGcirFYr1q9fP6r%2BW8jwc7FGADhz5gw6OjpGvS9%2BU1paGtauXcvwcyIiIloylDNZ2tracP78efzXf/0X6urq5HMYY80TGe%2B7xH%2BVYei1tbWorq5GQ0MDcnJyoNfrp7xOhqATERERERERMQCdiIiIiIiIiIhoUqJR1uVy4f/9v/%2BH%2Bvr6MQ91icFXwcHBuO%2B%2B%2B/Doo49iy5YtCA8PBzD60JxobNbr9UhMTEReXh42btyIzs5O2O12OJ1OAJgwhFzZyNLR0QGLxYJly5bBZDIxBJ2IiIhoDhw/fhynT5/2e03USgUFBdi/fz90Oh2AmYWGi897vV7o9XpkZ2dDkiTcvHkTAwMDACauE5UDFqxWK6KiomA2mycNThc168aNG9HX14fGxka/oPdAB2Ypv1P5%2BezsbDz33HMIDw%2BHx%2BOBWq2e0vcRERERzRdRF/X19eGNN96Ay%2BWa9DOi1hoYGEBnZyc0Gg1D0OfQVMLPX3jhBYafExER0YTEs9u//e1vqKmpkffmgM8GMIWFheHb3/428vPzERISIn9WkiS51lPWfBqNBikpKcjMzERbWxsGBgbg8XgCCkHv7u5GaWkptm/fDo1GsyAh6D6fL%2BAQdOXz8x07dmDnzp3ztlYiIiKixeh2D0FXhoTu3bsXX/nKVwBwKCkRERFNnzIEva2tDX19fQBu1RqzFX4uREZGIikpCc3NzbBarXIY5yOPPIL9%2B/fL%2B31paWl3ZCASERER0WxwuVxwOBzo6emBzWabsB6a7xD0np4eXL58edzzEaLuKykpwapVqxAdHT3h94k6dXBwEP/5n/%2BJ6urqcc8fBxJ%2BLiiH54eFhaGhoQE9PT0B15bKc7%2BnT5/G%2BfPnceLECVy9ehUDAwNjrnHDhg1YtWoVNBpNQPcgIiIiCpRyb%2B/999/Hm2%2B%2BCQAoKyuDXq/HypUrp/xdbW1t%2BO1vf4u8vDzodLpx9%2BHutBB0UUP6fD50dXXhrbfewieffAJgdECnqImjoqLwpS99aVph9ERERERLRXh4ONra2lBfXz/p3BSr1Qqj0YjU1NRFE36udPbsWXnen5JYa05ODlavXj2r9xwPw8%2BJiIhoppS1QXFxMd577z0cO3YMDofDb/9uqrPvlJ8RdcnAwAAaGxtx6dIlREVFITg4WJ6dHOhMGIagExERERER0Z2OAehEREREREREREQTEE0ibrcbr7zyCj799NMxG0pE4214eDi%2B/e1vo6CgQB48Kg6vjWy4HTkEX6vVIiwsDJs2bUJYWBi8Xi/a29snbGJRrlEcQGtvb0dMTAwiIyOn3eTLEHQiIiKisV24cAE1NTVyfSRqucTEROzduxfJycmzej8xDEGn0yEtLQ1BQUHo7e1Fb2/vpHWiaJTu7u7G8PAw4uPjJx0EJg7ZSZKE9evXQ61Ww2q1or%2B/f9KBDmN9l7g2JiYGmzZtwje/%2BU2EhobC6/Uy/JyIiIgWLVGrtLW14V/%2B5V8wMDAQcB3EEPT5wfBzIiIimm2SJKG3txe//vWvMTQ0JL8u9stCQ0Pxve99D2vWrAl4X0vUf2azGSkpKbDZbPJeXaAh6GVlZYs%2BBF05uGvv3r346le/CgCLesgrERER0Xy4XUPQlUNKGX5OREREs0mj0cBsNiMsLAyVlZW455578PTTTwOY/VpDhKDX1tait7cXDz/8MPbv3w%2BVSnXHBSIRERERzYWgoCAkJSXB6/WitbUVDodj0hB0tVqNgYGBOQ9B1%2Bl0OH36NFwu16j3xJ4eAJjNZqxYsQKJiYkT7uWpVCo4HA68%2BuqrKCoq8vsOQTxTjY6Oxve//32kp6cHtFZx37CwMFgsFlRXV0%2B5rhT9dU6nEx6Pxy8QU2nVqlXYs2cPzGbzlL6fiIiIaDKiZgKAI0eO4I033gBwqy7zeDwoLS0NOARd7BO2t7fjxz/%2BMW7cuIHm5masX78eWq32jg9BF/8%2BbrcbpaWlOHjwIC5cuABg7PBzcXbmG9/4BvLz8wEEHvREREREtJSI2s3tduPatWvyPtl4hoaGYLfbERkZidjYWLjdbrz22mv46KOPACxc%2BLnX64XX68WJEyfQ3d09qm4Tte2ePXuQlJQ0a/cdD8PPiYiIaKaUtcHJkyfx1ltvoba2Fm63e1TNNRPK2k88l75%2B/ToGBwcRHh4Ok8nkF2w%2BGYagExERERER0Z2MAehEREREREREREQTEAfPjhw5gk8%2B%2BQQul2vc8HOTyYR//dd/RVZWFrRard93TOVearUaKSkpyMnJgUqlQnV1tXzPyQYlqNVqdHR0oKGhARs3boTBYJjmL78Vgp6ens4QdCIiIiLcqreGhobwzjvvoLe3V35d1EgbNmzA/fffPycH%2B0WzswjPDA8PR09PD3p6eiYNQRfvWSwWBAUFIS0tDTqdbtL7iQN8WVlZMJvNMBgMqKurk%2B8zMgBefA747FCcuHbt2rW4//77cd9998FoNPJAGhERES1qIwdiWa1WOWwyUAxBn1sMPyciIqK50tzcjI8//hg%2Bn0/eH/P5fAgKCsJTTz2Fu%2B%2B%2Be0q1nPJak8mE5cuXw%2BVyoaOjAy6Xa9Lnr0shBH1k%2BDnDL4mIiGgpm4u9u9stBL2%2Bvh4dHR0AWP8RERHR3BAh6GvXrsXOnTsBzF2tIULQV6xYgb179/rd404JRCIiIiKaS0FBQUhISACARROCLmrLa9eu4ebNm37PbFUqlbyft2LFCjz55JNYs2aN31nhkSRJgsvlwsGDB3H27FkMDw%2BPukY8U42MjMR3vvMdZGVlTWnNYt8yNTUVly9flvcWp/L5idYP3ApYf/jhh7FmzZopfTcRERFRIETN8cEHH%2BD1118HcOsMqtvtlvfaAglBF7VcW1ub31kPi8WCxsZG5Octgh3WAAAgAElEQVTn39Yh6OPdS/mcW9SnH3zwAY4ePYry8nIAYwd0ir9/61vfwrZt20Z9FxEREdHtRNQ4MTExuHr1Knp6esY9zyFe7%2B7uhtfrRXx8PN55550FDz8Xv8NqteLQoUNwOByj3he/Z8%2BePYiJiZnVe4/E8HMiIiKaDaJOO3ToEF577TUMDg7Ke1ST7ddNl5jZ53A40NTUhPr6ekRERCA%2BPp4h6EREREREREQBYAA6ERERERERERHROEQzSVNTE44cOYK2trZR14jG24iICDz//PNYtmzZjA6pKQ%2BWGY1GrF69GuHh4aivr4fT6Zx0AL5oAn7ssceQm5s7rTUoRUVFYcWKFQxBJyIiojueqNM%2B/PBDWK1W%2BXWfz4fo6Gh897vfhcFgmLOBBaLZWa1WIy4uDiaTCT09Peju7g6o2dnr9eLGjRtISEhASkrKpOtUDl%2BIi4vDunXrkJaWBofDgaGhIQwNDY35GeU9s7OzUVhYiK9//etISkqSh0fwQBoREREtVsrw8x/96EfyQCy32z3q2slqPoagzw2GnxMREdFcunz5Mq5cueI34N7n8yE/Px%2BFhYUICQmZ0feHhYVh2bJl8Hg8aGtrg9PpXNIh6DqdTq6VGX5JRERES8VEz0knC1%2BaSU/g7RKCvnbtWpSUlKCgoABf/epXAbD%2BIyIiotmn0WjkoMup1BrKWi/QPj5xXuJ2DEQiIiIiWgwMBsOUQ9BVKhVsNtuchKBLkgSdTge73Y5r167J%2B37if16vFzk5OfjGN76BlStXThh%2BDtyqOy9evIjjx4/j5s2bo94XZzkiIiLw7LPPIi8vb1prFoFK165dQ0dHh99z5unWl%2BI7JEnCE088gc9//vMAGHpJREREc2NwcBAff/wxGhsb/QIjlXttE4Wgjxd%2B7na7IUkS2tra0NjYiA0bNtw2IeiiLmtsbERERMSovU/xX/H64OAgLBYLfvnLX%2BL8%2BfPo7u4GMHFA57PPPisHdLIOJCIiotud1%2BuFVqtFdHQ0iouL4XK5xqx/lPNbmpubUVlZiatXrwJY2PBzUa91dnbixIkT8Hg8fvWrqA2jo6Nx//33Izg4eFbvr8TwcyIiIppNb7/9Nt5%2B%2B20AmPC8bSBncQPd4xLXeTwe9PT0oKioCDExMUhKSprSHhlD0ImIiIiIiOhOxAB0IiIiIiIiIiKicYjGk0OHDuHChQt%2BrwGfNSOHhYXhueeew/Lly2e1yVYcOFuxYgWioqJQXl4Op9M55rUjG6ELCwsBzM4hs%2Bjo6GmHoKtUKsTHxzMEnYiIiJYcESIkajKfzwe73Y4PP/wQg4ODAD5reM7MzMS2bdugVqvn9MCVMgTdbDYjKioKXV1d6OnpmbDuU4agX716FXl5eYiKipq0Vhz5XkJCAtasWYMtW7YgLCwMZrMZOp0OWq0WISEhMJvNSEpKwoYNG/DFL34RhYWFWLNmjd8QBQ5AICIiosVMkiT09PTghz/8IWw226jwc0mS5BpQ/DeQIVcMQZ8dDD8nIiKiuVZaWoqysjJ5j0/UGvv370dmZuas3CMkJATx8fHwer1obW1dsiHoZ86cYfg5ERERLSkjh783Nzejvr4eZWVlOHv2LIqLi3H9%2BnVcv34dDQ0N8Hq9sNvtcrjSTPfybqcQ9B07dmD9%2BvUAWP8RERHR3Au0DlPWJR988AFaW1uRkJAAtVo94/svlUAkIiIiosVqMYWgi769iIgI1NTU%2BIWW%2B3w%2BrF%2B/Hv/4j/%2BIqKioCdcoarrOzk688847qK2tBTD2%2BeOQkBDs378fGzZsmHZ9KkkSNBoNAODy5ct%2B9xrZ0xgIZVDT448/jocfflj%2BXdzvIyIiormg1Wqh0%2BlQXV0Nm83mV7tMFoLu8XigVqvHDD8XRDh6eXk5CgoK5NppLEtlz0%2BSJHz66af46U9/iubmZqhUKhgMBhgMBr9n3zdv3sSnn36K9957D%2B%2B%2B%2By5aWlrg9Xrl2lf5e5R14LPPPotdu3YBYB1IREREdwZRP2m1WrS2tsJisQQUSGm1WgEsbPi5cv1/%2BctfcP369XGvy8nJwe7du2f9/gLDz4mIiGimlLNW3nzzTRw6dAjArdpCWW%2BN9TxUrVYjLS0NSUlJMJvN8kwRr9cLl8vl99lA9%2BskSYLb7calS5cQGhqK9PT0Kf0ehqATERERERHRnYYB6ERERERERERERBO4dOkSXn/9dQDwaxwRTSYGgwFf%2B9rXsGbNGrmBZLaIhhm3242PP/543Kbj%2BWiEFiHopaWlUwpBt1gscDqdyMzMnPCQIBEREdFiUlJSgnfffRcZGRkwGAzy8AGHw4GPPvoIQ0NDfs3NDzzwAFauXDkvQ0mVTdnR0dEIDQ1FV1eXPHhrssH4Ho8HdXV1WL16NUJCQqZ8f51Oh5CQEOTk5CA/Px9bt27F5z73Ofl/O3fuRF5eHmJiYhAUFCTfmwNbiYiIaKkQB9OsVqvf/pc44Ob1epGSkoJ9%2B/ahvLwcw8PDDEGfBww/JyIiotkwcsio%2BLuoy8rKylBeXu43mGrDhg14/PHHAczePldwcDDi4uKWdAh6ZmYmTp8%2BjXvvvRdPP/00AA6lIiIiosVHWf9JkoSOjg589NFHePfdd3Ho0CGcOHECxcXFqK6uxo0bN1BdXY3Kykpcu3YN586dw8mTJ1FbW4va2lrEx8dDkiS/fb2p1oe3Qwi6z%2BeT%2BwBZ/xEREdFioaxL3nvvPbzxxhsoLy9HXFwc4uLiGIJOREREtAgslhB0cU%2Bj0YjW1lbU1NRApVJBq9XinnvuwXe/%2B11oNJoJ6zXlOeK3334b586dA4BRz3x9Ph/0ej3uvfde7NixA8HBwTNe/8DAAE6dOiX/Fo1Gg4cffhhdXV2w2%2B0T1qfK3y%2Bueeihh7B//34A3O8jIiKiuSOeq8bFxcHhcOD69eujgn/GC0H3er2Thp%2BLsx5i/sumTZtgMBgmXNNS2PNramrCgQMHYLPZ0NLSguLiYnzyySe4evUqiouL8fHHH%2BPYsWM4duwYPvroI7S0tMDhcIwK5lQSv%2Bvv//7v5zygk4iIiGi2zPY5XIPBAIPBgDNnzkwaSDne3%2Bc7/Fz8G/T39%2BPYsWPo7Owc9W8i9jkfffRRLF%2B%2BfE6eSR8/fhy/%2BtWv/ObXKO/P8HMiIiKajLI2%2BMMf/oDDhw8DwKg9rZF7h5mZmXjkkUewb98%2B7N27F/fccw%2B2b9%2BOgoICbN68Gdu2bUNYWBj0ej3a29vl75ns%2BenI6z799FOo1Wqkp6dPqe%2BQIehERERERER0J2EAOhERERERERER0Rh8Ph/cbjc%2B%2BOADNDU1yQfOBNE0k5%2Bfj127dsFoNM7JAKrh4WG89tprOHbsmHzfhWqEjo6ORnp6ekAh6KKBx%2BFwYO3atWyiISIioiWjuLgY//3f/y0PuF%2BzZo1c6%2Bl0Opw9exZ9fX1%2Bn9m6dSuSkpLmNcBSHAiLjY2F0WhEe3s7%2Bvv7AUw8GB8AHA6H3GSt1WqnfX9JkqBWq6HVaqHT6fwG3SvXwEGtREREtFR4vV4EBQVh06ZNqKmpQXd3tzwMSxl%2B/r3vfQ95eXlITk5GUVERQ9DnGMPPiYiIaDYon59WV1cjKipKrvHE6yUlJaiqqvKr0datW4e8vLxZr9uWegh6XFwctm3bhm3btgHgUCoiIiJaXETtJuq3a9eu4dixY3j11Vdx9epVtLe3w%2Bl0Avisz008%2B1SGm3s8HjkEqaioCNevX0dMTAzCwsKg0WimNcT%2BdghBH%2BvPRERERAtFuS916NAhvPXWWwBuncMoLy9HTEwMQ9CJiIiIFonphKCr1WoMDAzMagi6GCKfnZ2N4uJiuN1uPPjgg3jqqacAAB6PZ8L6Uaz55MmT%2BOMf/whg/IH8WVlZ%2BMIXvoDY2NgZrxsAIiIicPr0aTgcDvh8Pni9XhQWFiI/Px/V1dWw2%2B2j1jDW3zUaDR577DGGnxMREdG8UO6FZWdnw2KxoKWlZVRP3sgQdK1Wi%2Bzs7IDCz8VZjx/84Acwm81TXtdi2/OzWq14//33UV5eDgDyGQqHw4Hu7m5YLBZ0dHSgp6cHg4ODfkFJI9etXE94eDi%2B%2Bc1vYvv27QBYBxIREdHiMl4tJV5T9vbNtOaKi4uDVqtFWVnZhIGUY1HO/Hv22Wexa9cuef1zVVuJ33vhwgUcOXJk1PtifzIoKAiPP/44QkJCZv1ZtNVqxS9%2B8Qs4HA7odDq/upzh50RERBQIZW1w8OBB/PnPfwYw9rNW8fdVq1Zh9%2B7dePbZZ7FixQqYTCaoVCq/ulCv1yMsLAxZWVnYtm0boqKioNfr0dzcHHCtp9wTvH79OgAgNTUVOp0u4N/HEHQiIiIiIiK6UzAAnYiIiIiIiIiIaAySJMFiseB3v/udX6OteE80jnzxi19ERkbGnKxheHgYv/vd7/DRRx8BGN2YM5/h50IgIejKde7du1cegsAwJyIiIlrsiouLceDAAdjtdmg0GnR1deHSpUtYv349QkJC4HK5cPHiRXkoAXCrJtu1axdiY2PntdYRNalarZYH27e3t8uD8SfidrthtVqxZs0ahIWFTWuowkTXs%2BYjIiKipUoMnDIYDFi7di1u3LiB7u5uqNVqv/DzhIQE%2BHw%2BJCQkMAR9jjH8nIiIiGbDyBCkl19%2BGYODg8jLy4MkSXC73VCpVKitrUVZWZk8AEGj0WDfvn3yMPrZrtmWagg6cOvfIjg4eFSIPBEREdFCE7WJz%2BdDb28vDh8%2BjNdffx1VVVVwuVx%2BIecA/Gqvsf4sBubb7XZ0dHTg1KlT6OnpwfDwMJYvXz6tGnGph6ATERERLRYj9/1%2B//vfA7jV0ydJEpxOJyoqKhiCTkRERLSITCcEXaVSwWazzVoIuqjDNBoNVq5cifT0dNx7770AbtWYgdSNnZ2dOHz4MDo6OiYcyP/1r38dWVlZM1rvyLV/9NFHGBgYkP/d1qxZg4KCAmzcuBFtbW1wuVwYGhryCzsXv02lUiErKwsPPfQQHnzwQb/XiYiIiOaSMvzHaDSivr4eVqt11HXKvbaysjI4nU689tprAYWf/8M//APi4%2BOnvK7FtOcnPltaWoojR474nRceby3i9bHeF8/ONRoNUlNT8dWvfhUbN26U78U6kIiIiBaaspdPkiTcvHkTtbW1uHLlCmpqanD9%2BnW0t7fLtVlQUJB8/XTrLnHPuLg49Pb2ysGYgX6XqLu%2B%2Bc1vzkv4uVBXV4fXXnsNNptt1LkTsY/6xBNPYN26dXNyZlmv12PFihUoKyuDzWaT/z9h%2BDkREREFQtQNAHDs2DG88cYbACDPchGUf7/33nvx6KOPIj8/X34GK/YEAYz6r6iBUlNTkZubi/T0dFRWVsLpdMrvTfZsWtQ4FRUV8Hq9SEtLYwg6ERERERER0QgMQCciIiIiIiIiIhpBNIS8//77KC8vH9UUIxQUFODRRx%2BVPzObDb8i/Pz48eMAFkf4uTBRCPrI8POvfOUr87YuIiIiopkoLi7Gyy%2B/DLvdLtdaarUaNpsNFy9eRHZ2NmJiYtDe3o7Kykq/5udt27bJIUjzSTQ7i/BMu92OlpYWuFyuST83MDCA3t5ebNmyhQNUiYiIiBRGhqDX1tais7NTHoglhq%2BKGio%2BPh4pKSm4cuUKQ9BnGcPPiYiIaDYon1MePnwYv//97%2BHz%2BdDQ0ICuri55%2BAEADA0N4ezZs3JN6PV6UVhYiKioqDmr1ZZiCPp4AyKIiIiIFpqo/dxuN06fPo3Dhw/j448/htvtlvffxuoDDJToI2xqasLly5dht9uRnJwMnU7nN6gqEAxBJyIiIpqZicLPPR6PPBCUIehEREREi89iCUEHgNDQUCQlJQEI7Ays2AMUgZRj7TeKmvDxxx%2BXA5Bmoz/Q7XZDkiT87W9/Q19fHzQajbzmTZs2ITg4GBs2bMDy5csRFBSE/v5%2BOJ1OeL1ehIaGIioqCo8//jg%2B//nPY926dQH/ZiIiIqLZIuohk8mE7u5u1NTUjNkrp9xrq66uhtPpnJPwc%2BV3LYY9P1GbOZ1OHDhwAG1tbZP2Ek5EPN82Go3YtGkTHn30UeTm5gLwD5wiIiIiWggjAyjPnz%2BP48eP49e//jVOnTqF4uJilJSUoKysDFeuXMGpU6dw8eJF2Gw26HQ6mEwmuVaaat0lrg8KCoJGo4HFYkFfX5/fe5PZsGEDvvzlL8u/Za5rq/7%2Bfnz44YcoLy%2BXn4cL4t9h2bJluO%2B%2B%2BxAZGTlnz59jYmKwYsUKfPrppxgaGoJWq4XX62X4OREREU1K1CeXLl3CG2%2B8IZ%2BjHW/G8v79%2B/GlL30J4eHh8tmLyeoL5ZkOnU6HxMRErF69GkNDQ7BarXA4HAE9Dxb1VXV1NdRqNTIzM6fUd8gQdCIiIiIiIrrdMQCdiIiIiIiIiIhoBNEYffDgQXR3d49qDhFNIQUFBcjOzr6jws%2BFsULQGX5ORERES9XVq1dHhZ8Dnw1KGBwcRFFREVasWAGPx4Pi4mIAnzUaZ2VlIS0tbUEGkSoH46elpcFisaC5uXnCwQai3u3u7kZ0dDSSk5Pndc1EREREi50yBD0vLw8DAwN45pln5KGrI8XHxyM5ORlFRUUMQZ8lDD8nIiKi2TBRCJLb7UZ9fT1aWlqwefNmAEBXVxdOnTolDwrQ6XS4//77ERoaOqfrnGkI%2Bo4dO%2BR9TT6XJSIiojuVx%2BOBWq3G8PAwXn/9dXz00Ueoq6sDgBkNhVcS%2B3dir6qmpgaNjY2QJAlxcXFy4BBD0ImIiIjmnqiVDh8%2BPCr8XGAIOhEREdHiNZ0QdLVajYGBgVkLQQf89%2BACqcckSUJfXx/%2B53/%2BB/39/aP2HsVZDbPZjIcffhiRkZGz1hcoSRJUKhWOHz%2BOvr4%2B%2BSyvXq9HYWEhvF4vtFot4uPjsX79emzduhU7d%2B5EQUEBHnjgAezZs8fv342hl0RERLQQfD4fNBoNMjIyUFxcPGZNJa5TUs5bmc3wc%2BV3LvSen3h%2BfODAAZSWlk5434m%2BQ/l7TCYTnnjiCXzuc59DUlISAPDcChERES04cc7D6/WirKwM7777Lv7whz%2Bgrq4OLpdLvk7sXYm%2BQJvNhvLycpSXl6OmpgZZWVnQ6XQzqm0SEhLgdDrR0NAAp9MZ8OdaW1vh8/mQnJwMvV4/7fsHwu124%2BrVq/jLX/6CwcFBv9%2BrnPl33333oaCgYE7XAtyaPZiRkYFr167BbrcDAMPPiYiIKCANDQ04ePAgWlpaAPjvASp7/5566ik89NBDfp%2BdyhkNwefzISIiAhkZGYiIiEBHRwesVuuUQtArKyuh0WiQnZ3tF2weyDoYgk5ERERERES3KwagExERERERERERjaG6uhqHDh2Cx%2BMZ1WAiSRIMBgP%2B7u/%2BDsHBwXdc%2BLkwMgRdYPg5ERERLSVFRUU4cODAqPBzQQwoGBoaQmlpKVJSUmCxWDA0NCRfExMTg7Vr1y7YoX8xjECn0yEnJwclJSXo6%2BubdMCBx%2BNBeHg41q1bN4%2BrJSIiIloaRI1lNBqxfv16hIWFTXg9Q9BnD8PPiYiIaDZMFH4u9gAlSUJLSwtu3LiBrVu3wmQy4eLFi7DZbFCpVJAkCQUFBbM6lH48MwlBLy0txfbt26HRaBiCTkRERHckr9cLtVoNp9OJn//85zh37pz8PHdk/91sEbVaZ2cnmpub0d3djfT0dOj1eoagExEREc2TkydP4rXXXgMAeW9sJIagExERES1e0wlBV6lUsNlssxqCHihRr1VXV%2BPUqVNwu93j7j3m5ubigQceABD4MP7JiO/58MMPYbVaAdx6/q3T6VBYWCjXuGKder0eYWFhiI6ORnBwMHQ6nd9zb9aeREREtBCUZ2FTUlJQVFQ0aR048vOzHX4%2Bcm0Lued3%2BvRpnDx5Eg6HQ/7uQELQJUny6zcMCQlBeno6/umf/gl5eXkIDg4etV4iIiKihSDOeQwPD%2BPPf/4zjh49ipKSEgAYdZZ05H/F%2B3a7HU1NTbh69So0Gg3CwsJgNBqntRZJkpCZmYmbN2/ixo0bcr05EVEbVlRUwOPxIDY2FiEhIfJaZ7veun79On7zm9%2Bgr6/Pr%2BZT1oobNmzA008/LfdLznXNJ0LQP/74Y%2BTn5%2BP73/8%2BAM4bJCIiorGJZ6p/%2B9vfcPr06VEznpVnPvbv3y%2BHn8%2B0thKfNRgMWL58OdLS0tDS0oKenp6AQtBF3VdeXg6j0YjMzEyGoBMRERERERGBAehERERERERERERjqqmpwdmzZ8d8z%2BfzISgoCA888AB0Ot2sNfsupfBzQTQiX7t2DYODg/jCF77A8HMiIiJaMlpaWvDKK6%2Bgp6cHGo1m3OFTohl5cHAQVVVVo4bN6/V6FBQUyKFIC0EMQwgKCkJubi4uXryIoaGhcZucxTrr6uqQnZ0Ns9k830smIiIiWvSmOuiTIegzx/BzIiIimi2injp8%2BPCY4efiGpVKhba2NlRXV2Pz5s2oqKhAa2srfD4fPB4PsrOzkZycPC/12UxC0MvKyhiCTkRERHcsSZLQ19eHF154AVVVVXINNd4weEmS5DAg8Wdx7WT1l6Dcw7PZbKivr0dVVRXWrVuHoKAghqATERERzTGPx4OWlhZYLBYMDAxM%2BIyVIehEREREi9dSCkEX6zp48CCqq6vHrPfEmZL9%2B/dj2bJls1rfeb1e9Pb24r333oPL5QJw69/D4XBgx44dcqjlRH2PrDWJiIhoMRA1SXBwMFwuF%2Brq6vz6%2Bib7rM/nQ0pKCr73ve/JteRsrm0h9/zCwsJgt9sxPDyMvr4%2B%2BX4ajcYv6FL5P3E2Wry/fv167NmzB/v374fJZOKeIxERES0aHo9H7nd7%2BeWXcfr0ady8eRPA6Fl7Y1HWQyqVCv39/bhx4wba29sRGxsLk8k0pbO5ylptzZo1sFgsaG5uDigMU/QZ1tTUwGazwWg0IjY2dtaf%2BdbV1eHAgQPo7u4e998oNTUVjz76qNw7OF%2B1X3R0NLZu3Yp7770XAOcNEhER0dhE7dTY2Ij//d//HXVmVnnm4/7778eTTz4JYPZrC7VajejoaKxbtw51dXXo7OycUgh6SUkJYmNj5bPG8x2C7vF4kJubO%2B3fT0RERERERDSbGIBORERERERERESkIJpDzp07h4qKinEbQuLi4vDAAw8AmJ2G3/kOP5/NEKWoqCikpKQgPj4eTzzxxIzWRURERDSffD4fbDYb%2Bvv7YbVa5QP/410rSZJckykbp7u7u7F27VpER0fP29rHIg7DhYWFwWAwoKKiAsPDw%2BNeLwa4ms1m5OTkcJABERER0SxgCPr0MfyciIiIZtsHH3yAN998E8Do8HMllUqF9vZ2NDY2Ij4%2BHo2NjXIdsmzZMuTm5s7b3hlD0ImIiIgCJ/bQ2tvb8dJLL6GxsRFqtXrMIZ9j1VTi78pePeVrgQShK2vErq4uXL58GXl5eQgLC5vSb2EIOhEREdHUqFQqxMXFITIyEhaLJaD%2BP4agExERES1OSykE3el04vDhw%2Bjv7x93bRqNBg8//DDCw8Nnta6TJAkWiwVHjx4d9fru3bsREhIya/ciIiIimg8ajQZGoxGVlZXo7%2B8P6BmtJEkwmUx47rnnkJCQMCfnLhZqz8/n88FgMCAnJwebN2%2BGJEnQarXo7OycMAxUpVIhKCgI27dvx549e/DlL38Zqamp0Gq1nPtCREREi4Yy/PzFF19ESUnJmLNbAiXqQKfTiba2NpSVlWH58uUwm83TDkHftGkT6uvr0draOqUQ9KamJrS3t8PhcCAjI2NKgZjjcbvdqKysxC9/%2BUs5nHOsmjAkJAS7du3C5s2bZ/zsezpCQ0MBcN4gERERjU%2BSJNhsNrz66quwWCzjnvdYu3Yt9u3bJz/znKv%2BOYPBgO3bt6O2thZtbW0T9hwCo0PQk5OTkZCQMKX1jQxBNxqN6O/vDygEXdy7srISer0eK1eunNbvJiIiIiIiIppNDEAnIiIiIiIiIiJSEI0kJ06cQHNz87iN0ZGRkSgsLFyS4efAZ00wAwMD0Ov1M/wFt0Izs7OzZ7wuIiIiovni8/kQFBSEtLQ06PV6dHZ2YmBgYNKG5JFE87DBYEBubi6AuWueDoS4t9FoRHNzM9rb2ydscAZuBW7ec8890Gg087pWIiIiotsVQ9CnjuHnRERENNuGhoZQWlqKxsZGDA8PTzoUS6VSoa2tDY2NjXC5XPK1DocD27Ztg1arna%2BlMwSdiIiIKACiR62zsxP/8R//gebm5jGHfI7ca8rIyEBOTg727duHPXv2yP9LTU1FUlISbDYbhoeHMTw8POo7JqNWqzEwMCAHkZvN5in9JoagExEREU2NRqNBTEwMTCYTQ9D/fw6Hg32AREREtCRNJwRd7MfNZwh6c3Mz/vSnP024XxgREYF7770XQUFBs9b/J%2BrDK1eu4OrVq3KdqdFooNfrsWfPHhiNxlm5FxEREdF8MplMMJlMOHfuXMChlw6HAzExMcjMzJyz8xYLsecn3lOr1QgKCsLq1auxefNmrFu3DitXrkRISAji4uIQEhKC6OhorFq1CqtWrcIjjzyCxx57DNu3b0dKSgqAzwJB75TzKERERLS4eb1eub/tpz/9KaqrqwPuyQuEz%2BeDzWbDmTNnkJKSIu8zBkqSJPnsRUFBAaqrq%2BU5LZPdV/yOnp4eVFZWorGxEdnZ2VCr1XLdGEhNpryup6cHly5dwmuvvYbu7u4x%2ByLFtevWrcP%2B/fsRFBS0oOeRWXcSEREtHcqawe12z%2Bn5U7EfVl5ejo8//hhDQ0OjakCVSgW9Xo/77rsPq1evnrO1KNekUqmwbds2NDY2wmKxTFrLiLrP7Xajra0NaWlpMJlMU7rvdEPQxevR0dH42te%2BBoPBMKX7EhEREREREc0FBqATERERERERERGN4dSpU2htbR23GSUkJASFhYUzbvqdz/BzsVaHw4Genh68%2BuqrsNlsyMzMnPaArLGwGZmIiIiWAjPOEG0AACAASURBVFGz6HQ6JCQkICwsDG1tbZMOQR1JNA3b7XZs374der1%2BVmur6QoJCYFOp8P58%2BcnbXB2Op1Ys2YNIiMjF2ClRERERPNLWasp9/Zmu4ZjCHrgGH5OREREc0Gr1SIlJQXx8fGorq7G0NDQhEOyxOvi2awkSVCpVNBqtVi9ejUiIiLmdd%2BPIehERERE4xO9czabDf/%2B7/8%2BYfi51%2BuFTqdDcnIynnjiCTz55JPYunUrEhMTER0dDZPJhLCwMKSmpiI3Nxf5%2Bfm4%2B%2B67cfPmTXi9Xtjtdvl562TEsHu73Y7S0lIsW7YMZrN5SvUYQ9CJiIiIpoYh6J8pLy/H6dOnERkZidDQ0Bn9HiIiIqKFMJ0QdLFPOF8h6C0tLTh79qy8jzcWg8GA3bt3z%2BrwefHv8Pbbb6O9vV2%2BtwhBv%2B%2B%2B%2BzjsnoiIiJYcEbAUEhKC48ePy717ExE9dNeuXYNer8fKlSvnbH0LuecnzpGo1WpERUUhNTUVGzZswObNm7Fz507s3LkT%2Bfn5WL16NeLi4hAcHCx/951wBoWIiIiWDtHr53K58POf/xwVFRVj9vrNlJjTd/bsWcTHxyMpKWlKn1epVPLZi%2B3bt6O2thZtbW0BhWEqzyg3NzejpKQEVqsV4eHhCA8P97tWeb3y7%2BK1srIyvP/%2B%2Bzh27Bj6%2B/vH7Yv0%2BXzIzc3Fd77zHbkW5LkRIiIimoyyFqmrq0NbWxvMZvOc7SeJ7/zTn/6EqqqqMd/3%2BXzIzs7GM888M2qNc0GSJLnu27JlCywWC5qbmyedOaicM6hSqZCamoqgoKAp33sqIeiixo2NjcWLL76IiIgInhcmIiIiIiKiRYEB6ERERERERERERAperxc%2Bnw%2BnT59Ge3v7uEPkbTYbtm3bNqPBUPMRfq5s4JEkCQ0NDTh69Cj%2B%2BMc/orKyEjabDffcc8%2BMB3YRERERLWVarRZxcXGIjIxEa2sr%2Bvv7pxSCrlKpYLVaYbPZkJ%2Bfv%2BDDAUQNmJiYiN7eXtTX108Y7OR2u5GUlISMjIx5XikRERHR3Bs5IEoc6LJarejp6YHL5YLP54PL5YJer5/Ve8fHxyMlJQVXrlxhCPo4GH5OREREc0mn0yE%2BPh4JCQmorKycNAR9JJ/PB7vdDrVajbVr1857TcYQdCIiIqLRlANRn3/%2BeTQ0NIw55FOtVsPr9SIkJASPPvoo9u7dizVr1kCr1crfo6zvxN8NBgOioqKwYcMGpKWlwePxoLm5Wa7BJqvHxOCpwcFBlJWVwWw2w2w2T6k/jyHoRERERFMz0xB0s9m85EPQu7u78e677%2BLYsWPweDxISEhASEjIjH4PERER0UKYTgi6Wq3GwMDAnIagix6%2Ba9euoaioaMIAdJ1Oh8LCwikPvJ/s3rW1tThy5AicTqffv4lGo8H9998/a/cjIiIimg9erxdqtRqtra34l3/5Fzk4aLLePuVeW2lp6W0bgj7yfTEHR3xe/FncX7kferuePSEiIqKlRzyXdbvdeOWVV3D58uVxw89FLThWLRNonajRaOD1enHp0iVER0cjNTV1SutVhqBv3boVTU1NsFgs8vuB1HAqlQp9fX2oqanBJ598guHhYfT392PZsmVyDam8XvzmCxcu4NSpU/jVr36FpqYmuFyuCfsiU1NT8c///M8IDQ1l%2BDkREREFZGT4%2BaFDh3Dw4EHk5eUhMjJyzu5bV1eHgwcPjnk2VpIkBAUF4ZlnnpHP0c5HXSPqLEmSsGnTJrnum%2BzeIjy9o6MDSUlJSExMDLi/T/kdyhD04OBg9PX1jQpBV4afP//883L4OedGExERERER0WLAAHQiIiIiIiIiIiIFcbDr3LlzaGtrG7PxWaVSQZIkbNu2DSaTaVr3mY/wc%2BW1nZ2duHDhAg4cOICKigoMDAxAo9HAZrMhNTUV8fHxt3WQEhEREdFkNBoNYmNjERUVhba2NvT19QUcgi5qRqfTiWXLliE2Nnaulzsh5ZoHBgZw5cqVcQ/1iddjY2Oxdu3aKTdUExERES1WYq9L1Dbt7e2oqKjAn/70Jxw8eBCHDh3CX/7yFxw7dgzHjx/HiRMn0NLSgpaWFjkUSAw8mEl9xBD08TH8nIiIiOaDWq1GfHw8li9fjvLycgwODk5YkymJGqWnpwcrVqxATEzMPKzYH0PQiYiIiD4jBjoNDw/j5ZdfRllZ2Zi1kei9i4iIwHe/%2B11s2rRJHso1ct9QUA6DF%2BHjZrMZGzduhNFoRG9vL6xWq99QqcnWOTQ0hIqKCsTFxSE%2BPn5K9RhD0ImIiIim5k4OQR8eHsb58%2BfxySefwOl0oq6ujiHoREREtKRNJwRdpVLBZrPNWQi6uH9zczOuXLky7nUqlQoulws5OTmIj4%2BflfMZ4vNnzpzB5cuX/V6XJAk5OTkoLCyc0T2IiIiI5pOYg9LW1oaf/OQnsFqtco9bIO6UEPSR36V8pj3Wn4mIiIgWG1H3HDt2TH6WObJ2ErWMeF2j0SA0NBQGgwEajQYul0t%2Bb7K%2BPa/XK9dnV65cQVRU1IxC0Lds2YKuri60trbKswEnq72U6xseHkZlZSUuXLiAy5cv48KFC2hvb8eNGzdQXl6OiooKHDlyBO%2B99x6OHj2Kqqoqea9z5HeJtXm9XsTFxeHHP/4xwsPDGX5OREREARkZfv7BBx/gypUrcDqdcLvdyMnJgU6nm5N7l5aW4vTp0/I6BHFeIjg4GA899BCCg4PndZ9LuUe3ZcsW1NXVobW1ddLaSvQcNjQ0YPv27dDr9VOeBTNZCLpWq4Xb7Wb4ORERERERES1aDEAnIiIiIiIiIiIawefz4eLFi7BYLGO%2BL5pVoqKikJOTM%2BXDZfMRfi7WCQDvv/8%2Bjh49iiNHjsDlcskNL16vVx5slZOTw4NtREREdMdTq9WIiYmB2WyGxWKZUgg6cCuoUqvVYu3atdMaQjAXkpKSUFRUhN7e3gmv02g02Llz520ZrElERER3HrGPNjQ0hObmZvzxj3/EwYMHcfz4cVgsFvT398Ptdsu1j8vlwtDQEBoaGlBWVoZPP/0UdXV1SEhImJVBqAxBH43h50RERDSfJElCXFwcUlJSUFZWFnAIunjf6XTCZDIhKytrQQaGMgSdiIiI6BbxDPadd97BmTNn5D0%2BJdF7ZzKZ8KMf/QgZGRl%2Bg54CqeXENeJ5b2ZmJuLi4qDRaNDY2Og3KHU8YhCpw%2BFAZWUlkpKSphxEzhB0IiIioqmZbgi6w%2BFYlCHoPp8P6enpk/YiVlVV4fXXX0dfXx80Gg28Xi9D0ImIiGjJm04IulqtxsDAwJyFoANAS0sLLl26NOE6fD4fYmNjkZubO2vPlqurq/GrX/0Kw8PDo54V33XXXcjPz5%2BV%2BxARERHNNXHWo729HT/%2B8Y/l8HO32z2l77kTQ9CJiIiIlhJR6zQ3N%2BP9998fc5af2OfSaDQIDw/Hgw8%2BiL179%2BKxxx5DYWEhNm7ciOzsbAwODsLhcMDhcEx6jkJZnxUVFU07BF2sf8OGDXC5XOjp6cHg4KDfuicizgKLHsD%2B/n50dXWhsrISZWVluH79Oq5fv47W1lZ5ro3y3iOJ70lKSsJPfvIThp8TERFRwMYKPz9//jyGh4cBAA6HA6tWrYLJZJrV/Sox6/jgwYOwWCyjaijx9y1btmDHjh0LMktFkiT5zO3WrVtRXl6Ozs7OCWss5XNpq9WK1atXQ6PRTOveY4Wg9/T0wOPxIC4ujuHnREREREREtGgxAJ2IiIiIiIiIiEhBNIE0NTWhsrJyzMNm4u9GoxFbtmxZlOHnQmlpKV5%2B%2BWW0t7ePup9o%2BjEajSgoKOABOSIiIiLcqseio6NhNpvR0tIScAi6qK3q6%2BsREhKCjIwMvybjhSAal2tra9HQ0DDhQTqTyYRdu3axHiQiIqLbgiRJ6OzsxO9//3scPXoU165dg91uBwB5v0/UReK/kiTJ9ZLVakVTUxOOHTsGSZKQkpICrVY7ozUxBP0zDD8nIiKihWI2m5Geno5r164FHIIu6pXq6mpkZmYiPj5%2BQWoyhqATERER3VJaWooPP/wQPT09o94TvXcRERH46U9/ioSEhBn1xCmHzsfGxiI5ORkmkwllZWXwer1yuOR4RKDm0NAQysvLkZ6ejujo6CmtiSHoRERERFNzO4Wgt7W1wel0IisrS/6%2BkXuTtbW1OHDgALq6uqBSqeT9P5/Ph7q6OrjdbuTk5Mz4eTcRERHRQlhMIeiiDrt58ybOnDkzbk0narHOzk6sXLkSkZGRM753f38/jh8/jurqar9eO7VaDY1Gg71792L58uU8H0xERERLgiRJaGtrw3PPPQe73T4q/Fx5rkMYr0%2BOIehEREREi5eocT744AOcOXPG7zXg1t6W1%2BuF0WhEYWEhHnvsMezYsQNxcXEwGAwwGAwIDw9HcnIyVq1ahZUrV6KxsRH9/f2j7jHSbISgK2u13NxcaLVaDA4Ooru7e9L6b%2BRalJRnOcY616G8fuTvy8rKwnPPPYfw8HCGYBIREVFAxgs/d7vdci1is9nQ19eHgoKCWZ2XJ77j3XffhdVqHXemc25uLvLy8hZsj0zZc7du3TpUVVWhu7t70hB0AHC73cjMzERkZOS09vlGhqCHhISgubkZer2e4edERERERES0qDEAnYiIiIiIiIiIblvTaZ4R17e2tuLq1atjNhkrr0lNTZWHKExmvsPPASAmJgZVVVXo7OwcdT/x21wuFwoLC6HRaKZ1DyIiIqLbjVqtRkxMDGJjY2GxWNDb2ztpCLoYhOrz%2BXD9%2BnUkJSVh2bJlCzp8QNSQdrsdly9flhuex2I0GnHvvffeFoGaREREdOdR1jC9vb24dOkSfvGLX6CqqgoDAwMAMGbQ9ljfo7wWAO666y6sWrVqVmokhqAz/JyIiIgWXnR0NDIzM1FaWgq73T7p4CkxnMrr9aKsrAx5eXmIiIhYsBD0%2BPh4eDwehqATERHRHUVZe73zzjsoKSkB4D/gU/TGhYWF4bnnnpMDf2Za9yiHSgUHByMjIwPJycm4ePGiPExqsnpSpVJhcHAQZWVl2LBhA0JCQmYUgq7RaNDZ2SnvfTIEnYiIiMjfTELQy8vLERMTsyhC0O12O%2Brq6mCxWLBq1SpotVq5vr158yZKSkrw6quvjjorIn6rz%2BdDdnY28vPzZ/Q7iIiIiBaSwWCQz2W0tbVhaGgooHMdNpttVkPQxT0NBgNOnTqFoaGhce8P3DpLHBUVhRUrVky7rhT7kteuXcOhQ4f8fruo/0JDQ/HEE0/AaDQu2Z5CIiIiurN4vV6cPHkSn376qfyaqKHEvpbX64XZbEZcXBx6e3v9zu6OxBB0IiIiosWrvLwcv/3tb%2BXzC6JWEnP2QkND8cwzz%2BBzn/ucPMNvZG0kSRIMBgPi4uKwfft29PT0oK%2BvD06nEwACqhNnIwR9xYoVSEhIgEajQV1dnbx3N9U6TrnWyc6BiPcjIiJw991349vf/jZCQ0Ph9XoZgklEREQBmSj8XNQ5kiShs7MTJpMJqamps7pP1dPTg3fffXfMOS/iPhs3bkRmZuaCzlARtVdQUBCSk5NRVVWF/v7%2BSddjtVqh1%2BuxZs2a/4%2B9%2Bw6O8r7zB/5%2BtmhXvddFEghJICGQAFFEBxvjYLBjx%2BAjTu6SXEsuuSSTuZab5HKJz8lcSTLJZO5yl2QSO4cL8SUUg%2BnNQjQhCQkQ6qgLraSVtEXb9/eHf9/1o7LqZSXerxmPxe6z%2B3yf/esz3/J5T3rs8vMqSUlJSEhIwIEDBxAWFsbwcyIiIiIiIvJbDEAnIiIiIiIiIqIFSd68tLu7G0FBQRP6vNFoRFFRkc%2BQSEmSoFAoEB8fj5ycnDEPlc1F%2BLlQXl6OpqamEZ9DpVJBoVDgqaeegkajmdJ9iIiIiBYShUKBmJgYxMXFTSgEXRxi6%2BzsRFJSEmJjY2dx1CPr6OjAjRs3fNa1wEfhSU8//TQAMPyIiIiI5hX5/Fl1dTXOnj2Lo0ePDguzHK0ZgJx8PnDr1q3Yu3cvQkJCpm28cxWC7g9NsRh%2BTkRERP4iOjoamZmZKC8vH3cIukKhwMDAAAwGA9LT0xESEsIQdCIiIqJZImqus2fP4g9/%2BAOAwQ0%2BxZxeUFAQPv/5zyM3N9dbw03n/cXfOp0OK1aswI0bN%2BBwOMasx0QzVbPZjLt372LTpk3QarVTCkFXKBTo7OyEyWQaNsaR7m2321FcXIxFixZBp9NN4OmJiIiIZsfQ2miq65uTDUG32WyorKz0mxB0p9OJxsZGlJaWoq2tDQaDAZWVlTh27BguXrwIg8EwLPxcrMOuXr0an/vc5xAQEDCnDWKJiIiIpkqr1XoDkOYyBF3UXDdv3kRvb6/PeUGFQgGXy4WGhgYsW7YMcXFxE65vxb7IlpYW/Od//id6enoG3U/Ud8899xzWrVvnF/sDiYiIiMZDkiQkJiZCo9HgwYMHg9Z1xVza4sWL8bd/%2B7dITk6GwWCAXq9nCDoRERHRPCJqmzt37qCsrAzAx%2Bd7xdpmWFgYvvrVryI/P39Q37uhe/Xk36lWq7F69WpIkoS%2Bvj709fWNu06cSgi6mIuLiYnBypUrERERgerqarhcLu883njPL4%2BHfP136dKl2LVrFw4cOICgoKBp6UdIRERET5ba2lqcOXMGRUVFg8LP5dxuNwICApCXlweVSjVte81aWlpw7tw5n2uqHo8H69at886RzSVx/9DQUAQGBqK%2Bvh4DAwM%2Brxfjb2trQ2Zm5pT6DMrnB%2BPj4xEQEAC3283wcyIiIiIiIvJbDEAnIiIiIiIiIqIFR75J98SJEygsLER%2Bfv6ENtKEhYXh5s2bMBqNI74vNibX19djzZo1iIyM9Pn9cxV%2BLsYzMDCAkpKSEcPcPR4PHA4Hdu/ejeDg4Enfi4iIiGghmkwIurwJwcDAAHQ6HcLDw2dryCPq7e3F1atXRzw4J8abnZ2NLVu28LAbERERzSvy%2BbOioiK89957KCkpgd1uH/Hg3URkZmZi7969SEtLm67hes12CLpo4mC1WnH27FlERkYiKChoWp9pLAw/JyIiIn8THR2NZcuW4e7du%2BMOQQcAg8EAk8mEJUuWzHpNJUw1BH379u3eNWrOBxIREdF80d7ejt///vfo7u4eNvcnSRIUCgW2bt2KnTt3QqvVzmgDLLfbjbi4OKxcuRKlpaVjBi4BHzdT7e/vR0tLC9asWTPhIMqhIehKpXJcIehijdvhcCAhIQE5OTkTe2AiIiKiGSZf97137x40Gg0CAwOn3Eh1voegi88qFAr09vaitrYWxcXFuHv3Ljo7O0ddF1%2B0aBH279%2BPxYsXj7nnkYiIiGg%2BmEwIulKphNFonLYQdEmSoFar4XA4cPfuXZ91nKgr7XY7SktLsXr1akRERIw71FLUx729vfj%2B97%2BPx48fD6r7xNqwVqvFvn37kJCQwHqPiIiI5hWtVovk5GSo1WpUVlZ610BdLhcWL16Mr33ta0hKSkJSUhKCgoLQ19fHEHQiIiKieUSSJFgsFvziF79AX1%2Bft4YTc1whISH48pe/jLy8vAntnXO73VCpVMjIyEBwcDD6%2B/vR1dU1KyHoglKpRHp6OjIzM6FSqdDV1QWr1eq9Ziph6EPP3W7btg0HDhzAunXrvCGYPP9BREREE9Hf34/3338fly5d8tYSQ/eaiTqmpaUFOp0Oqamp0zZH1dHRgStXrow6XxYXF4fVq1f7zdyYUqlEZGQkuru70dzcPOqaMAA4nU4sWbIE6enpU9rvOPRz/vBbEBEREREREfnCAHQiIiIiIiIiIlpQ5Jt0jx07hsOHD6O9vR2bN29GaGjouL8DACoqKtDR0eFzU7FSqYTD4UB7eztyc3MRGBg47Jq5Cj8HPt600tPTg8LCwlE3zzz77LMICQmZ0v2IiIiIFqLJhqC73W7o9XooFAokJiYiODh4Fkf9EbEh%2BtGjR7h%2B/bq3If5IsrOzsWbNmlkeIREREdHkyefPLl68iN/%2B9rdob2/3efAO%2BLg5vPzgmPz/4u%2BIiAg8%2B%2Byz2LRpEwBM6aCZL7MZgi5JElwuF86fP4833ngDXV1dWLZs2awFdjL8nIiIiKbD0AYG09HQICoqakIh6MBHDQm6u7vhdruRnJwMrVY7pTFM1lRC0MvLy7Ft2zaoVKpZHDERERHR5Ij5r6qqKpw%2BfRoul2tQzSNqIKVSiVdeeQWLFy%2Be8TGJ9eDo6GhkZ2ejoqICZrN5XCHoALzBm%2Bnp6ROuySYagi7mSj0eD1544QUcOnRoQvcjIiIimmnydd/f//73%2BPnPfw673Y709HRoNBqGoOPjOlJ%2BvmSkdVchKCgI27Ztw86dOzkHSERERAuKP4SgAx/VsOXl5bBarWMGK1mtVty4cQMrV65EVFTUoPd9jV2SJDx%2B/Bivv/462tvboVQqvfsh5WdC9uzZgz179kz5eYiIiIjmgkajQUpKCgICAlBZWQm32420tDRv%2BLmYS9PpdAxBJyIiIpqHDAYDTp8%2BDYfD4Z3b8ng80Gg0OHDgAAoKCia8BivmxhQKBRYtWoTIyEj09/fj8ePHMx6CLv8uSZIQGxuLZcuWYe3atdDr9XA6nbBYLIPWdsda6xbnneXfrVAokJeXh%2Beeew6HDh1CVFTUoAB5IiIioomw2Wy4desWWlpaoFKpvH2PhxK1Unt7O7KzsxEeHj4t9%2B/q6vIGoI/U/wX46Izvpk2b/GpOTKvVIj4%2BHsXFxbBYLD7n%2BkSd1tnZiS1btkCj0czBaImIiIiIiIhmHwPQiYiIiIiIiIhowZA3vzp69Cjefvtt7%2Bsulws5OTnj2vQsSRKUSiXUajWuX78%2BanA48NHGnsjISCQnJw/6/rkMPxfjkyQJ7e3tPgMvVSoVNBoN9u3bN2fN%2BYmIiIj83WRC0BUKBZxOJ1paWqBWq5GYmIjAwMBZHPXHjRDOnTuH2traEetalUoFj8eDffv2ITk5eUbCPYmIiIimm3z%2B7PTp0/jNb36DgYEBABhxDkzUbkMbwMsbGshroKeeegovvfQSgJkJPxdmMwS9pqYGp0%2BfRldXF1pbW9HV1YXMzMwZD0Fn%2BDkRERFNB3n9V19fj8jIyGlr9jnREHRJkmCz2aDX66FQKKDT6easMUFwcDASEhLgdrvHFYIunq27uxvh4eFIT0%2Bf5RETERERTZwkSbBYLPif//kfbw0mr3fE38899xyeeeaZWR2X2%2B1GVFQUsrKyvPXkaPWY4HA4YDabkZSUhPj4%2BAnPQY43BF2%2BX3H//v149dVXAYBN84mIiMhvyOf9jh07hnfeeQcejwc9PT0wmUxYsmQJtFotQ9Bl4xrpb0HUomvWrMGrr746Lb8dERERkb8RIegejwdtbW2wWq2zHoIeExODpqYmPHr0aNR6y%2BPxQKVSYWBgADdu3EBiYiKCg4Oh1Wq9n3E6nYPOEvf19aGqqgo/%2BclP0NHRMegMslxWVhZeeeUVhISEcL6PiIiI5i2NRoPk5GS43W5YrVZ8/etfR1JSEoCP10QZgk5EREQ0P925cwcffvih99%2BifsvIyMDevXsRGRk5qe%2BVh6DHx8cjOjoa/f396OjomJUQdHmdFhAQgIiICGzYsAFpaWkIDQ1Ff38/rFbrsIBPpVLpHZu8ThT/j4uLQ3JyMj7/%2Bc/j6aefRk5ODoCP9/qxPiQiIqLJ0Gg0UKlUKCoq8u7V81UrAR%2Bdc0hMTMTSpUunZY6qs7MTV65cGTH8XHy33W7HunXrEBgY6Dc1j8fjQXh4OBISEnDt2jWfa8Ki/gSAdevWISIigvv1iIiIiIiI6InAAHQiIiIiIiIiIloQfIWfyzf7btmyBQEBAePeFKJQKHDv3j0YjcZRG5PabDb09vZi8eLFiI6OBvDRRpo333xzzsLPgY839TQ2NvoMcne73QgJCcELL7ww5YZcRERERAvZREPQxeZkh8OBxsZGBAUFITExEVqtdpZHDpw9exbt7e3DxiqaIWi1Whw8eBAhISHcPE1ERER%2BTz5/dvz4cbz55psjHp6Th/x4PB4EBQUhNDQUu3fvRn5%2BPp5%2B%2Bmls2bIFycnJCAsLQ19fH2w2G/Ly8vCVr3xl2L1mylRC0EXg5lhznkajEUeOHEFZWZm3hm1paZnxEHSGnxMREdF0kNdkf/jDH/DrX/8aCoUCmZmZcxqCPjAw4J1zmw8h6AqFwrs%2B/fzzz%2BOll16ai%2BESERERTYiY8%2Bru7sb58%2BdhsVhGrHOUSiX27dsHnU43q83g5SHoy5cvx507dzAwMDCuOb6%2Bvj7Y7XYUFBRMqq4dKwRdpVJ567/9%2B/fjM5/5DIDZmfMkIiIiGo/Rzn9YLBZ0dnbCYrE8USHoo51ZGYtSqYTb7UZ6ejq%2B9rWveYMwWfsRERHRQiRC0AHMegi6vJarqqqCwWAY83qlUgmbzYbS0lJvYKdOp4MkSd56zeVyoby8HCdPnsTx48fR09Mz7EyyEB0djT179mDFihVQKBQ8A0JERETzmkajQXp6Onbs2OHt1SIwBJ11HhEREc1f9%2B/fx927d4edKz1w4ABWrVo1pe%2BWh6DHxsYiOjoafX19sxaCLud2u6FSqRAXF4fc3FysXr0aa9euRWhoKIKCguDxeDAwMDDoPIdSqURoaCjCw8OxefNm5Ofn40/%2B5E%2BwY8cOpKamIjAw0DtervcSERHRVCUlJcFut6OqqmrUPXiSJMHhcKC1tRVbtmyZlj17JpMJFy5cGHVfnMViQW5urnf91x%2BIZ46KikJ/fz8aGhp8XuvxeGCz2RAdHY2srCzO6REREREREdETgQHoREREREREREQ0743W/Eps%2BjUYDFAoFMjJyRn3ppDQ0FB0dHSgpqZmzENlBoMBer0ea9euRUBAAH71q1/h/PnzAOYm/FyutrYWxcXFw14XG4GSkpK8Y%2BCGZyIiIiLfJhuCbrfbUVdXh%2BDgYMTFxc1qCHpZWRmOHDky4nuiHty0aRN27Ngxo0f7BAAAIABJREFU5Q3nRERERDNNPn924sQJHD58GACGHXiT/9vj8SA9PR2f%2B9zn8Pzzz6OgoADLli3DokWLkJSUhKysLGzcuBEpKSlYunQp/uiP/ghqtRoul2vKzevHa7Ih6I8fP4bT6URycjI0Go23yZW82ZXVasVbb72Fq1evAoC34anH40Frayva2tqQl5eHgICAaX0mhp8TERHRdJDXf8eOHcPbb78Nm82Gnp4euFwuZGRk%2BE0IelJS0qzO%2B8mNFYIuX68eGn7J%2BUAiIiLyZ6JWOXfuHG7evDniNWL/22c%2B8xkolcpZr2/kIehZWVkoLCyE0%2BmESqUaMZwI%2BHj%2BsrW1FWq1GsuXL5/UuEcLQfdV/3F/IBEREfmD0c5/iDrGZrOhs7MTZrMZaWlpT0wI%2BmSeT5xP0el0%2BNa3voWwsDDWfkRERLTgBQYGzkkIuriHWq2Gw%2BFAY2MjrFbrqJ8RdaXD4UBzczNu3LiBkpIS3Lp1C6Wlpbh06RI%2B%2BOADnDhxAo2Njd713qHzi%2BLeGzZswAsvvDDte/6IiIiI5kpAQIDP2oYh6NzfR0RERPOLqGGKiopQU1PjrddEnfPqq69CpVJNee1XXifGxMTMWQi6eAbx3MHBwYiPj0dubi62bt2KHTt2YOfOndi9ezd27dqF7du3Y9%2B%2BffjkJz%2BJXbt2YePGjcjKykJQUNCwmpi1IBEREU2VqJcCAwNRX1%2BP3t7eUWsMpVIJk8kEq9WKVatWTXmfXGBgIK5evQqr1TpibSbqsoGBAeTm5vrd%2BqdKpYLVasWtW7cAjFyfidcSExOxZs2aWR0fERERERER0VxhADoREREREREREc1rYrMx4Dv8XB6ws2LFCgQHB4/5vWJD8aJFi3Dv3j309fX5vFY0vers7ER7ezsqKyv9Ivxc3PfcuXNoaGjwudmooKAAa9asYYMrIiIionGYSgh6bW0ttFotYmNjERQUNONj7e3txfvvv4%2BmpqZhTRLkdeonPvEJpKWl8QAcERER%2BTX5POAHH3yAN998E8DgJvjA4Dpn6dKl2LNnD770pS8hKSkJISEhw75XzAMmJCRg6dKlCAgIGHSv2TKZEHSTyYTW1lY8fvwYaWlp3nlP0eyqubkZ7777Li5dugTg49/G4/F4A5jsdjv27t0LlUo1bc/C8HMiIiKaDr5CkBQKhbeBqdvtnrMQdDEn6O8h6KOFn3N9mIiIiPydaLj14YcfoqGhYVhTUlH/paWlYfPmzYNem02iHo2OjkZmZiauXbsGl8vls56UN1jt7e31NsCf7L3lIehqtRodHR0wmUys/4iIiMgvjRZ%2BLs5ZiJpOhKBbLBYsWbJkQYegJyYm4t69e3A4HN73x/q8/HuSkpLwz//8zwgPD2ftR0RERE%2BMyYSgKxQKmEymKYWgAx/Vr/Hx8Whra0Nra6vPdWX5vSVJGjQv2NHRgebmZnR0dKCvr2/QvOHQ7xOvZ2dn44tf/CKCgoIYiElERERPjCctBF2pVPK8LxEREc1rkiShrKwMtbW13loOADIzM7F161bvNdNxH38IQRdjkf9f1IUqlQqhoaEIDQ1FREQEoqOjERoaCrVaDbVazZqPiIiIZpSoNaKjo9He3o6amppR95WJ2snlciEjIwORkZGTXpP0eDxwuVy4fPkyjEbjiN8h7ud0OpGfn4%2BwsDC/WwNNSUlBY2Mj2traRnxfPtYtW7ZAqVT61fiJiIiIiIiIZgID0ImIiIiIiIiIaF4TmztOnTqF//3f/wUwuPkV8PHGlu7ubmRkZCAlJWXc36tUKtHW1oa6urpRD5WJjTytra2oq6vzvjZX4efiGSRJwrFjx9Dd3T3i%2BwCwadMmZGRkTPv9iYiIiGbSRBqZTvem5qmEoNfX1wOA92CaeH86xyeet7y8HKdOnYLNZhsWBCD%2BvWHDBnz605%2BekXEQERERTRd5nXL58mX85je/8c6p%2BQo/37RpE/bv34/t27d7Xx%2Bp1pG/NrTJwGybTAi61WpFY2MjioqKoFQqYTAYMDAwgJMnT%2BLcuXMoKSkBMPi3USgUcLlcCA8Px1e/%2BlUkJSVNW83M8HMiIiKaDqOFIInawmg0znkIOgC/D0EXY2f4JREREc1HHo8HAwMD%2BM1vfgOr1TrsfVH75efnY/Xq1XO61inWYOPj45GYmIjbt2976y5fTVQBwGQyISUlBRkZGZNer5WHoOt0OrhcLuTm5uLAgQMAWP8RERGRfxH1zpEjR3DkyBEAw89/yK%2BTh6CnpaVBo9EsqBB08SwpKSlYtGgR9Ho9zGYznE6nz1pS/rpCoUBWVha%2B%2Bc1vIjw8HC6Xa8rjIiIiIppPJhOCrlQqYTQapxSC7vF4oNVqsWTJEtTX16Orq2tcNerQ%2Bk58Rrw%2BUv2nVCrhdruRmpqKv//7v0doaCjn/IiIiOiJ86SEoBuNRtTU1CAqKmpcfXGIiIiI/I2oayorK/Hw4cNBtdru3buRkZEBl8s1bXNb/hSCPnRc8v%2BPdg0RERHRTBJzVStWrEBpaam3V95IxOt9fX0ICAhAXl7elGoWtVqNrq4uVFdX%2B6zLJEmC2WyGwWDApk2bBtV3c038diaTCWVlZaPO72m1Wjz11FNQq9WzPEoiIiIiIiKi2ccAdCIiIiIiIiIimvdsNhveffdddHV1ISAgAE6nc9g1YsNLW1sb1qxZg6CgoDG/1%2BPxQKVSYfHixSgqKoLFYhl1Q/PQsCT5dbMdfi7GU1xcjDNnzvhs9r9o0SJ84Qtf4EYZIiIimjdEXSNqG7fbDb1ej/7%2BftTX16O9vR1GoxGPHz%2BGw%2BFAQEAAAAxq6jkdQUhTCUF/9OgRLBYLIiIiEBUVNa2brkV9%2BfjxY/zsZz9DT0%2BPzxo2Li4Ozz//PHQ6nd9s%2BiYiIiIaiahTSkpK8NZbb8FoNA6bf5MHfO/ZswcHDx7EkiVLvNfNl2afEwlBF5RKJSwWC8rLy1FUVISrV6%2BiqqoK3d3dAAb/NuL30Gg02LNnDzZs2AC1Ws3wcyIiIvIbo4Wfi/VWebPPuQ5BF3OC/haCDgAtLS1wOBwMPyciIqJ5S5IkuFwunDx5Eg6Hw2dNlpqaijVr1sz5mqe4d1xcHFQqFSorK0cNQRfzdrW1tVi/fj1CQ0OndG8Rgr506VJkZ2cDYP1HRERE/sfj8cBkMuFf//VfAcDn%2BQ/gyQtBT0pKQlpaGkJDQ9HW1oaBgQHvdQqFAiqVCm6321tbpqamYtOmTfjTP/1Tbwgmw8%2BJiIjoSTQXIehibTokJARZWVl4%2BPAhent7p/QcIxFziAkJCfjOd76D8PBwzvkRERHRE2uhh6CL%2Bb%2BwsDC8%2Buqr0Gg0MzZGIiIiopki6qDGxkaUl5cPqn%2B2bt2KlJSUaZ/b8tcQdCIiIiJ/IOaqlEolVCoVHj58CLvd7vN6UTvV1tYiNTUVOp1u0vcFAL1e750b83WdJEkwGAyIiIjA4sWL/aYPnhhHWFgYLl%2B%2BPOrvplarsW3btnH1uSYiIiIiIiKa7xiATkRERERERERE855KpYJOp0NhYSHsdvuIG1bkG15WrFiB%2BPj4MZvfi806QUFBiI6ORllZGRwOh88NzaONbzbDz8XYAeDSpUt48ODBsPfFM2RkZGDjxo1QKpV%2Bs9GHiIiIaCh53SZJEoxGI6qqqnDy5EmcPn0aR44cwcWLF3Hx4kUUFhbi6tWruHTpEq5fv47CwkKUlZXBbrfDbDYjPj5%2BUHj6VGqgyYagOxwOtLa2or29HaGhoUhMTJzW8PP%2B/n78y7/8Czo6OgaFXcrH7fF4sHHjRuzZswcqlYq1IBEREfm9R48e4dixY2hoaBg2NyeveZ5//nkcPHgQYWFh3vfnW60z0RB00ZxBHgovb9ow0u%2B1YsUKPPfcc4iJiZmWMTP8nIiIiKaLqN3%2B7//%2BD%2B%2B%2B%2By6AweHnQ69jCPpwwcHBiI%2BPh8ViwerVq3Ho0CEADL8kIiKi%2BamzsxOnTp3y1nkjSU5Oxrp16/xmHlClUiEiIgK9vb1oaWnxWUeKBqpOpxNxcXHIyMiYUi0rPicPvfSX34SIiIhITqPRoKCgADdu3IDFYvEG%2B4zkSQtBj4iIQHp6OjZt2gSr1QqtVouuri54PB7vb5ScnIxNmzbh4MGD2Lx5MwIDAzn3R0RERE%2B8yYSgKxQKmEymKYegh4aGYuXKlaivr4fBYBi0h28y5J/zeDxYvHgx/umf/gnh4eFwuVxTrj%2BJiIiI5rOFGoIu9kgmJCTgtddeQ3h4%2BLTsgyQiIiKaCfJzq6Jekf8tSRJsNhuuXr06qJ4pKChAcnLyjIyJIehEREREvomaLDg4GPfv30dPT4/P87Ly3iUajQbZ2dlT6k8XExODiooK9Pb2jnqdw%2BGAJEnIyMhAcHDwlPcGTheXywWNRoM7d%2B6gp6fH55i0Wi127drFAHQiIiIiIiJ6IjAAnYiIiIiIiIiI5j2Px4PAwEB0dHSgubnZ52ZjsTG6t7cX27ZtG9eGFvlmHbPZjKampmHN9cf6vGg09ed//ud46qmnAMxOc/ny8nL88pe/BIBBv4nYrK1SqfCFL3wBSUlJfrG5h4iIiMgXUavU1tbi1q1b%2BPnPf46rV6/i4cOH6OzshN1uh9PpHNR81OPxwOFweA%2Bl3blzB4WFhairq4PZbEZUVNSgzcKT3fA82RB0l8sFvV6PiooKBAYGIi0tbcpjkSQJXV1d%2BN73voe2tjYolcphjWHFa2lpafjyl7%2BMoKAgNkIgIiIiv2ez2XDhwgUUFhbC5XINql3k4efPPfccDh06BI1GM1dDnTYTDUEH4H1/aPi4IOYIY2NjcejQIWRmZk7LWBl%2BTkRERNPJ4/GgtbUVP/7xjwEAAQEBcDqdI17LEHTfgoODkZmZidWrVwNg%2BDkRERHNX93d3Th79uyIgZii3ouLi8OmTZv8pskVAISGhkKpVOLhw4ewWq2jNlD1eDxwuVzYvn2734yfiIiIaKaIubvw8HCsWbMG165dg81mYwi67H6SJCEkJAR5eXl46qmnkJ%2Bfjy1btmD37t149tlnsWfPHmzcuBERERHeOUvO/REREZG/GnqmdSbnv%2BY6BD0nJwcGgwH9/f2w2WwA4HNe0Bf59VqtFrm5ufjGN77B8HMiIiIimYUWgi7Cz%2BPj4/G9730PERERrP2IiIjIr4w0rydJEhwOh3f/m1ivFNf19fXh0qVL3j53brcbeXl5WLJkyYz1N2EIOhEREdHogoODERMTgw8//HDU%2BkjUVW1tbcjNzUVsbOyk13pVKhUqKirQ2trq837i9ba2NoSEhCA7O3tW1pfHQ6FQQKlUoqqqCo2NjT6vCw4OxrPPPrsget0QERERERERjYUB6ERERERERERENO9JkgS1Wg2Hw4Fbt2753KgiSRIUCgWMRiMSExOh0%2BnGvaklMDAQQUFBqKmpQX9//4QbD/zVX/0Vdu3aBbfbPSsNptrb23H06FG0tbUNCoECPm6%2Bv3nzZuzYsQMBAQEzOhYiIiKiyZAfWjObzTh16hQOHz6MW7duwWg0wuVy%2BdxELQ9%2BBAY3gWpvb0d5eTmKiooQHBwMhUKB8PDwKW14nkwIurifzWZDSUkJTCYTgoODERUVNe6AJvl4bTYbampq8KMf/Qjt7e3epgdy4rXY2Fh861vfQnh4OIOPiIiIyK%2BJmqimpgZvvPEGbDbboNpOPu%2B1e/duHDhwYM4CJmfCZELQfVEqld7a78/%2B7M%2BQn58PYOTmExPB8HMiIiKabpIkISwsDAkJCbh16xZcLte4wo8Ygj6cWAdmABIRERHNZyaTCWfPnh11v57RaMTGjRsREhIyy6MbmbzZvsViQWVl5Zh7Gnt6erBs2TLExcX5RaMuIiIiopkkD0Ffu3YtQ9CHEPcVc3qRkZGIjY1FVFQUIiIioNFoBs1/snYkIiIifyJqFFGjyeuV2ahbJhOCrlQqYTQapxyCHhISguXLl0Oj0cBoNKK3t9d7zVjnkcU8oaiHU1NTsW3bNnz2s59FSEgI3G43AzCJiIho3pipQEu5hRCCrlKpIEkSw8%2BJiIjI74narrOzE83NzTh58iTOnTuHS5cu4cqVK7h27Rrq6%2BthsVigUqkQGhqK6OhoVFRUoLu721uXBQUFYf369TNaKzIEnYiIiMg3j8eDhIQEmM1m1NbWjrp%2BqVAo4HQ60dTUhPz8fAQGBk7qfgqFAnFxcbh9%2BzZsNtuo13k8Hty/fx8JCQlITU31ixB0MbdXUVGBuro6n2MJCQnBzp07F1S/GyIiIiIiIiJfGIBORERERERERETzntiUkpqaivb2djQ3N496rcPhQEREBPLy8ia0mSU2NhYajQa3b98etGF5PBISErBq1apZ2URjtVpx7do1XLlyBQ6HY9AY5RuwP/nJTyI9PX3GxkFEREQ0WSKY0el0oqioCEePHsWZM2dgsVi874nGTuOpx8Q18sZZFosFd%2B/eRVVVFTweD5YuXep9fzL12kRD0AVRU9bW1qKxsREdHR1YtmyZt3mBGIvL5fI2NBV/i%2B9uamrClStX8Pbbb0Ov148afh4TE4N/%2BId/QEJCAsPPiYiIyO9JkoTe3l788Ic/hMFgGFQHiloJANatW4dPfepTiI6OntXxDa0zh5qOxl2JiYlYsmSJNwR9tKb/vsh/ty9%2B8YvYunUrAIafExERkX%2BSr/0mJibi1q1bcLvdDEGfAgYgERER0XzmdDpx6dIluN3uEetBsW66du1axMbGzkoz/bHI69Bly5ahoaEBHR0dPq/3eDzeGla%2Bbk1ERES0kDEEffJmM0CUiIiIaLzk83KSJOHx48dobm5GXV0dKisr8ejRI2/IkM1mQ3BwsPez033edjIh6AqFAiaTaUoh6B6PB4GBgUhLS0NOTg7MZjM6OzvhdDq9zyjObyiVSu9nxN478e/t27fjxRdfxJYtW6DVannug4iIiPySqP981XIzecZCfo/5HILudrvh8XgYfk5ERER%2BSV7v2Ww2nDlzBkeOHMHJkydRVVWFtrY26PV6dHV1obOzE7W1tbh58ybKyspQU1ODpKQk3L17F3q9HsBHNVFwcDB27Ngx42NnCDoRERHRyMS8nNvtxoMHD2C1WketjQDA4XAgNjYWS5YsmfC6rrhWqVSiqakJbW1tPs/mymuxqqoqpKSkICEhYc73yIlef2VlZaitrR32e4nxZWZmYvfu3XM1TCIiIiIiIqJZxQB0IiIiIiIiIiKa9%2BQbji0WC8rLy4eF7Qhiw0hdXR2WL1%2BOuLi4cd1DfP/ixYsRGBjovYevDTtDVVdXQ6/XY926dTO%2Biaa8vBzvvPMO%2Bvv7B41PHgr11FNP4cUXXwQw/Q0iiIiIiKZCHNB3OBw4fPgwzp49i5qaGgAYMVRxMkQd53K50Nvbi5KSEhgMBgQHByMqKsobEDkbIejymtJgMKC6uhrFxcUwGAzQaDQIDw%2BHQqEY1LBK/N3W1oYbN27gt7/9LUpLS2EymQaFWwoi/Dw2NhZ/8zd/g9TUVO99iYiIiPyVqPvOnz%2BP4uJibwjQUCkpKdi7dy%2BWL18%2BK2OS13aSJMHlcsHtdkOv18NiscBsNkOSJKjV6mF14GTn4RISErBixQrcuHEDdrt9Qg3t5XOCf/EXf4Fdu3ZNaSwCw8%2BJiIhopsjXflNSUhiCTkRERPSEc7lcOHPmDKxWq89rnE4nHA4HNmzY4Df74ORzeHa7Hffv3/c2sB9KzK%2Bp1WoUFBT4RYg7ERER0WxgCDoRERHR/Cafx/J4POjo6MCpU6dw4sQJ/O53v8O5c%2Bdw48YNlJSU4M6dO7h58yYuXbqECxcuoL29He3t7UhNTfWel5jOc65zFYIOfHR%2BIywsDBs2bPCuebe3t0OpVMJms3nvJ%2BYKtVotgoKCsHv3buzduxcvvfQSYmNjvWvSPPdBRERE/kjUPhaLBU1NTaioqMDFixdx/fp1FBYWori4GHfv3oXBYIDZbEZQUBA0Gs20r4PO1xD0mJgYFBcXIyoqCt///vcZfk5ERER%2Bxe12e/uxFBYW4r333sPp06dhMBi8AZBDay3xt6gP79%2B/j4GBAZhMJm/NptfrsXLlSsTExMz4MzAEnYiIiMi3xMREdHV1oba2dsw1WrvdDqvVii1btky6L59Wq4VarUZRUdGYtZi4p16vh06nQ3R09MQebpqJtdpLly6htbXV55nipUuXYsOGDbM5NCIiIiIiIqI5wwB0IiIiIiIiIiJaEMQmGJ1Oh7KyMnR3d4%2B4sUVseFEoFIiOjsaKFSvGtYlGfqAsMzMTDocDVVVV4wpBF9/d2NiI5uZmrFq1CgEBAVN84pFVV1fjv/7rv7zPLxp/yYOOcnJy8OlPfxohISHezeZERERE/sDtdkOpVMJqteI//uM/UFRUBLPZDAAjBntPxdCDdA0NDWhpaYHVakVaWhqUSuWshqCL9xUKBfr6%2BvDw4UNcvnwZlZWVePjwIZqamtDS0oLa2loUFRXh1KlT%2BOCDD/Dhhx/CaDTC5XINqvnk9/N4PIiPj8e3v/1tb/AkG%2BYTERGRvxP1yjvvvONtKiAn6rht27Zhz549gxoSzATx3SKk6M6dOygrK8Nbb72Fs2fP4uTJkzh//jwuXLiA69ev48aNG2hpafEexhPNuiYzRo/Hg5iYGKxZswaVlZWwWCze2tjX3KT89eDgYPzlX/4lduzYAQBTnhNk%2BDkRERHNNIagExERERHw8frxrVu3YDAYRpwLEzWey%2BVCZmYmIiMjZ3SecKIkSUJcXBxu376Nvr6%2BEcclf6adO3dCpVLN5hCJiIiI5hRD0ImIiIjmH1FziRqppKQE586dw69//WvcvXsXHR0dcDqdAOCd6/J4PN4az%2BFwoLGxERUVFSgvL4fZbEZERARCQ0PnPARdqVTCaDROOgRdEOvTSUlJWLFiBdavX49t27YhNTUVy5YtQ1ZWFlatWoW1a9fixRdfxL59%2B7Bx40YkJycP%2Bry/zHMSERERAR/XKFarFd3d3Th69ChOnDiB9957D7dv30ZtbS0aGxvR2tqKpqYmNDQ0oKSkBFevXsWDBw9QV1eHxMREqFQqqNXqaav9/CUEfegexaHPNzQEXafT4dChQww/JyIiIr8izp46HA68%2BeabuHjxImprawFg2FlSeY0l73MiSRL6%2B/thMpm87ysUCiiVSuh0OmRmZk7L%2BY6xMASdiIiIaDhRh6WlpaGqqgrd3d0%2BrxX1ml6vBwCsWLFi0jWcTqeDxWJBTU3NqPOCoobr7e2F2WyGTqdDeHj4pO45nU6fPj3ib6VUKiFJEvbu3YslS5bMSp1LRERERERENNcYgE5ERERERERERAuGaHgfFRWF0tJS2O32Ua99/PgxtmzZgsDAwHF9v3xDc0ZGBgYGBlBXVzeuEHQRKNTS0oK6ujrExsYiLCzM27RhOjap1NbW4qc//Sn0er3PgND4%2BHjs3bsXWVlZbIBAREREfkeSJBgMBrz22muorq721ljyYO%2BhxKF%2BSZK8m4HHU58J8mt7enrw6NEjNDc3Y/Xq1ZOu1SYTgi4fj/gOt9uNrq4uNDQ04P79%2BygpKUFpaSlqamrQ0dEBi8XivVb%2BrPJ/a7VaZGdn45vf/CaioqK4QZqIiIjmldOnT%2BPcuXMAMKyG8Xg8WLx4Mb761a9667aphHqPxWazob%2B/H2%2B//TZOnTqFo0ePoqKiAnq9Hr29vbDb7d7/TCYTOjs7UV1djStXrqChoQEDAwNIT0/3PsdEmnWJRlcRERFYs2YN3G43zGYzjEaj9xqVSuWthZVKJdxuNwIDA7F8%2BXK8%2Buqr2LhxI4DpCT//yU9%2BwvBzIiIimnEMQSciIiJaGIbWYBOpySRJgkKhQEtLC2pra0dd/zUajYiOjkZ2drZfrYe63W5oNBpotVqUlZUNm08TFAoFtFottm/fDo1GMwcjJSIiIpo7DEEnIiIimj/E/jOPx4Pu7m4cP34cv/71r1FbWwubzeZdPxW1k9vt9s6Hib9FbSXOj9TU1KCkpATJycmIi4ub1vFOJgRdoVDAZDJNKQR96D2Cg4MRFhaGtLQ0LF%2B%2BHNnZ2cjKykJGRgaioqIQFBQ06HfzpzlOIiIiIkGSJOj1ehw%2BfBgnT57E7du30dXVNSggUqzxir/F6z09PWhoaEB5eTna29sRFxc3rcFFcx2CLp8jbG1tRURExKAxyccp1syTk5Oh1WoZfk5ERER%2BQ9QldrsdP/7xj1FYWAiz2QwAPvvZTYTb7UZbWxu2bt0KrVY75XXd8WAIOhEREdFgov5SKpUwm82oqqryecZBfr3dbsfSpUsntXYqaDQaPHr0CL29vWOO0e12Q6/Xw263IyEhAWFhYZO%2B71RVV1fjd7/73YjviZrywIED3jlBIiIiIiIiooWOAehERERERERERLRgyDfT3L17F729vT43GCsUClgsFiiVSmRnZ4879EfcQ6VSYenSpbBYLGhoaBgzZFO8D3wUEtTQ0ACLxYKEhIRBzQnGuylbfp3FYkF5eTl%2B/vOfjxp%2BrlKpsGnTJnziE5%2BAWq0e1/MSERERzQZR27S3t%2BPf/u3f0NTU5A1tHEre/EB8Vv494t/i/6MFEA29P/BRQ9SmpiZUVFRg3bp1kw4jmkoIunz84np5vTq07pRfKw%2BLT0lJwbZt2/C5z30OISEhMx4KSkRERDTdLly4gMbGxmH1j0KhgFKpxIsvvojMzMxpr3OGhjA9ePAAx48fx7vvvouKigp0dnYCGLvJqKhpOzs7UVpaCr1ej5iYGISHhw%2Bra8ciDumFhIQgMzMTubm5cDqdsFqtMJlMgxrFhoaGIiEhAYcOHcLu3buRmZkJYPAc5WR0d3fjhz/8Ierr6711NsPPiYiIaCYthBB0MR6GoBMREdGTSMzbOZ1OlJaWIjIyEgEBAeOuyUQt2N3djTt37oy6F9Dj8aCmpgbp6emIj4%2BficeZFPk69OXLl%2BFyuUa8zuPxwOFwoKCgYEpNwYiIiIifuWijAAAgAElEQVTmK4agExEREfk/Md/ncrlw7do1HD16FJcvXx50nmEiIUjykHSj0YgPP/wQgYGBiI6ORlBQEABMua4D5i4EfTQjPReb4RMREZG/kdcser0ed%2B7cwY9//GNUV1ejv78fwMdrtSOdd5X/LebWjEYjGhoacP36dSQlJSEmJmba5tDmMgRdkiQ4nU4cOXIER48ehU6nQ1xcnM8QdDme%2BSUiIiJ/IA8/f/3111FRUeGtW%2BQ9TKZCoVDAbDZDrVZj2bJls7aWyhB0IiIiouEUCgUSEhJQXFyM/v7%2BUXspA4DBYEBCQsKE583kYmNj0dPTg8rKyjHnxMQ5lPb2drhcLiQkJCA0NHTS954Mce7l1q1buHfvHoDBc5/iGdatW4fdu3dPqL8gERERERER0XzGAHQiIiIiIiIiIlpwgoODodFocPv2bZ8NDuSBmJs3b/ZuNJ7IhhGNRoPU1FQMDAzg0aNH4wpBF9/f19eHuro6lJeXQ6fTITQ0FCqVyrtZ2tdYxCYY8V5TUxOuXLmCI0eOoKenZ8Twc3Ftbm4uvvCFLyAwMHBaGvsTERERTQfRBKurqwv//u//jubm5hFrqqGNEHQ6HTIzM/Hss8/imWeewc6dO/HMM88gPT0dOp0OwEcBR06nc9h3jEWhUKC7uxulpaVIT09HZGTkpGqnqYagyw8CivpQ1Hvib3GNCNcU371r1y586lOfQkFBAbRaLcPPiYiIaN5pb2/Hr371qxEDgUSN9MorryAiImLa57nE95WXl%2BPChQv47//%2BbzQ0NMBisQyqKceqLcX74jONjY3o6OiAVqv1NrufaAg6AKjVaoSHhyM/Px/r169Hfn4%2BcnJysHbtWhQUFOD555/H/v37kZaWhpCQEO9Ypvo7lZWV4dq1a7Db7cO%2Bj%2BHnRERENFMWQgi6mBNkCDoRERE9SeQNUX/xi1/g5MmTKC8vx7p166DRaMZVk4n3o6Ojcf36dZjN5hGvE/WiWDddunQpAgMDp/2ZpiI6Oho1NTXo6OjweY1arcbTTz%2BN8PDwWRwZERERkf8YGoJeWFg4r0PQ4%2BLiGIJOREREC4Y4j%2BBwOPDWW2/h/PnzqKurAzD%2BcxqjEechKioq4HQ6ERkZ6d0bOFch6EqlEkajcUZC0Hm2l4iIiPyd/Dzq/fv38cEHH%2BD48eOwWCyD9spNpg4Uc2g3b96ESqVCZGTktJ17mKsQdI/Hg9LSUpw7dw6tra2orq5GcnKyzxB0IiIiIn/idru9e/1ee%2B01VFVVTcuc31Di%2BxwOB9LS0hAVFTVrffAYgk5EREQ0mNvtRmBgIHQ6HW7dugWHw%2BGzLhO10oMHD5Cbm4uoqKhJ3U%2BSJOTk5KChoQFtbW2j9sMTNZrD4UBraytcLhfi4uJmLQRd3N9sNuMXv/gF%2Bvr6Br0v7w24a9cuLF%2B%2BnPN/RERERERE9MRgADoRERERERERES0oYpNxZGQkmpub0dHRMeJGEPGaXq9HSEgIMjMzJ7VhJCgoCOnp6bDZbKivrx8zBF1%2Bb6fTid7eXhQWFqKzsxMDAwNISUnxBlnKn2do8LnJZMLNmzfx29/%2BFiUlJTCZTCOGn4uxLFu2DF//%2BtcREhLC8EsiIiLyG6IusVgseP3119HU1OSzpnG73QgICEBCQgJefvllvPLKK9i9ezfS09ORlJSE%2BPh4REdHIy0tDatWrcLGjRuxceNGb91jMBiGBVCORqFQoK%2BvD/fv30dSUhJiYmImVUNNNQQ9NDQUKSkp6OnpATC4IYQ8EF6tViMwMBDPPfccnn32WXzyk59EdHS09zAd6z8iIiKab1pbW1FYWDio5hFE%2BOWBAwemrcGBmIdzuVwYGBjAm2%2B%2BiVOnTqGkpAQAvHXVZJo2yOcMOzs7odfrvYcBJ1uniecODAxEbGwsUlNTsWTJEqSkpCA8PNwbAiB%2Bm%2Bn4jZKTk6FWq9HZ2Qmj0ej9XoafExER0UwbLQR9rOBxgCHoRERERLNN3hD1%2B9//PoqLi2Gz2dDV1YWGhgasXbt23CHoYk25rq4OLS0tPtd6Rc2o1%2BuRkpKC5OTkWWuOOhZRy5aXl6OxsdHndQqFAtu2bUNkZOQsjo6IiIjIv8hD0PPz8xmCTkREROQHXC6Xd77vZz/7Ga5du4b%2B/n4AGPH8x2SIOsrtdqO%2Bvh42mw2RkZGIjo6e0xB0hUIBk8k0IyHoRERERP5K3o/k2rVreOedd3Dv3j04HI5pqf9EiKTL5UJlZSUcDgciIyMRGRk5LbXfXISg6/V6/OEPf0BVVRWAj/rBVFdXY9GiRYiPj/eLdWsiIiKikYjaz%2BFw4Ec/%2BhHu378/bXN%2BQ4maqKenB1arFRs2bJi2sx3jvT9D0ImIiIg%2BIuovrVaLrq4uNDc3Dwr1lpOv5SqVSixfvhxqtXrC9xN138qVK1FZWYnu7u5x7cUTIeg2mw1xcXEICwvzvj9TdaQkSXA4HDhy5AhKSkp81orZ2dn47Gc/C7VaPaPjISIiIiIiIvInDEAnIiIiIiIiIqIFRWz40Gg00Ov1uH//vs9NLfJNJKtWrYJGo5nUhhGtVotly5bB4XCgpqZmXCHogjiY19TUhOLiYjx48AD37t2DWq3GwMAAAgICEBAQAJPJBIPBgMbGRhw/fhynTp3CBx98gL6%2BPjidzhE3CymVSrjdbixatAj/%2BI//iLCwMIafExERkd8QdYndbsfrr7%2BO%2Bvr6EWsoUdOEhIRg3759eOGFF7Bu3ToEBQV5v0dew4l/K5VKREREICcnB1u2bIHdbkd/fz/MZvOgA2a%2BiJrOaDSiqqoK8fHxiI2NnVQj0qmEoKtUKhw8eBAFBQXIy8tDREQEIiIiEB0djfj4eKxcuRJ5eXl4%2BeWX8fzzz2PDhg1ITk4e9FtwUzQRERHNJ%2BJQ15UrV1BeXu7zkFxiYiJ27tw5reHnPT09uHz5Mt566y0UFxfDbDYDmJ4mrfI5Q4PBgN7eXkRGRk66mdXQz4x0GG4660BRW2ZkZMDtdkOv18NoNEKhUMDlcjH8nIiIiGacrxD0seb6/D0EXafTQaPRTGkMRERERP5Evg782muvoaqqyjsvplAo0NHRgbq6OuTn548rBF2SJKhUKkiShBs3bozaFErct6amBuvXr0dISIhfhKCL36S1tRX37t0bcV1coVBAq9Xi6aef9jbkIiIiInpSLZQQdKvVyhB0IiIimvfk4ec/%2BMEPUFZWBpfLBQA%2B9/YBH813ydd4x1OPyRvnNzc3w2KxICoqiiHoRERERLNI3o/kzJkzeOONN9Dd3e2txcbTQ2U85LXfo0ePYLVaERkZOW2133SFoCuVSixZsgQqlcr7/tBx2e12vP322ygqKgLwcR8bk8mEmpoa6HQ6xMfHT/pZiIiIiGaSJElwuVx48803UVhY6LPmEzWOvBaS/z3efnviuubmZgDAihUrGIJORERENIc0Gg0UCgWuXbs2Zj0EAH19fcjPz/f2Np5IDSdqMa1Wi5iYGNTV1cFoNI5rvdbhcKCtrQ19fX2Ijo5GVFTUtK0h%2B7pvRUUFzp8/j76%2BvhH7Ino8Hmzbtg0rV670ro8TERERERERPQkYgE5ERERERERERAuO2ISSmZmJ8vJydHd3%2B7wOADo7O7Fq1SokJCRM%2Bp4BAQFYtWoVFAoFHjx44P3usTahiLGKjT5dXV1oamrC9evXce7cOVy8eBFnzpzBiRMncPLkSRQWFqK2ttb7TL42CInDfklJSfjOd76D8PBwhp8TERGR3xCbip1OJ375y1/izp073rpGXtuoVCq4XC5ERETgr//6r1FQUIDY2FgAvsO9xb/F/xUKBQICApCXl4eEhARotVo0NDRMKATdZDKhvr4e4eHhiIuLg1qtnvAzTyYEXTTor66uRnZ2NrZt24Z169Zhy5Yt2L59O7Zv3461a9ciJycHsbGxCA4OHrQhmxuiiYiIaD4SNUx5eTkePnzo8zqtVotdu3Z5a7aJkh%2Bmc7vdqK2txc9%2B9jPcvn0bjx8/HjRnN91NujweD7q7u2GxWLB8%2BXIEBwdPuUHDTNd%2B8iYSIgS9p6cHfX19DD8nIiKiWTNaCPp4wo/8LQS9o6MDABiCTkRERAuGvLnUT3/6U1RUVHj3sYn3JUlCZ2fnhELQgY9qrtbWVrS1tY0aNKlUKmGxWFBZWYkNGzZAq9XOeQi6mL%2BsqalBeXm5z4ZgoaGh2L9/PwICAmZ7iERERER%2BhyHoRERERHNPhJ/bbDZ897vfRXV19ajnWeU1l699d2MFIcmDMNva2jAwMMAQdCIiIqJZIu9H8v777%2BONN96A0%2BkE8PHevaHE9ZIkQalUeq8bTwCmvPZraWmZ9tpvOkLQ79%2B/D5fLhaioKISFhUGSJDidTu9nDQYD3nrrLVy8eNH7e4j1aYVCAaPRCKfTifXr1/O8LxEREfmta9eu4eLFizCbzcPeG3rGNikpCYsWLUJSUhKSk5NhMpkgSRIcDseIIelDyeuwhoYGBAUFYenSpQxBJyIiIppDSUlJsNlsqK6uHrWeUygUMJvN6OzsxObNmyfV50V8d0REBDQaDRobG2GxWMYdgt7R0YH29nZER0cjLi5uxkLQu7q68Pvf/x6VlZWDxg18PAcYHx%2BPL37xi9BqtdN6byIiIiIiIiJ/xwB0IiIiIiIiIiJacMRmZtEw6sGDBwAw4qZipVIJt9uNrq4urFmzZkqN5SVJQnZ2NkJDQ/Hw4UPvYb7xHs4TxEYej8cDp9MJq9UKu93u3VgztBGE/P7y70tLS8O3v/1thIeHe5tNEBEREfkDUa%2BdOXMGly5dgs1mG1YvKZVKuFwuREZG4tvf/jYyMjKgUqkGfcdE7iVJEhITE5GVlYXExESUlJT4bIQq5/F4oFar0d/fj/v372PLli0ICQmZ2AP/fxMNQRcbrwcGBvDw4UMEBQUhJibGu%2BFZNEoQ144VqE5EREQ0n9y5cwc1NTU%2B6xun04lt27YhJCRkUgfSxPUPHjzAhQsX8Mtf/hLd3d1wOBze98cbfD60Dhtvg4aOjg643W6sXr16XtRxQ0PQBwYGYLFY8Hd/93dITk6e6%2BERERHRE8JXCLrb7Z53IegWiwXt7e2QJAlJSUlsdEBERETznqitjh07hkuXLvkMORIh6A0NDd49e2PN8anVahgMBpSXl49rjdVgMKCnpwc5OTnjDlmfKeLZKisrce/evWHjEP%2BOjo7G7t27vcEARERERE%2B6oSHo165dm3AIutlsRlpaGrRa7ZyGoD948ACxsbEMQSciIqJ5w%2B12Q6lUwm6343vf%2Bx7q6uq8jdzlhp5zTUhIQFpaGjZu3IjNmzdj0aJFWLRoEbq7u73nZcVa6lh1lNvtRmtrKwYGBhAZGYmYmJg5DUFXKpUwGo0MQSciIqIFSR5%2BfuzYMRw%2BfBjA8F4pomYaGoQJfLSmK3qsiNfH6rUy07XfdISgV1dXo7OzE/39/YP2HBYVFeH48eO4du2a91lFvSz%2BjoiIwFe%2B8hWEhoZO%2BhmIiIiIZoKokZxOJ9577z3U1NQAGDnYMSAgAIsXL8bBgwfxyiuv4BOf%2BAS2bduGzZs3Y%2B3atcjNzUVrayssFsu4eu6J151OJ5qbmxEaGorU1NQZC68cyXSFoMfExDAEnYiIiOY1cc4iIiICDQ0N6OnpGfV6SZJgMpkQHR2N1NTUSd9X7MWz2Wxoa2uDzWYbc71WkiS4XC50dXWhsrISERERSE5Onvb60Wq14u2330ZRURGAwbWtqCPDwsLwpS99CcnJyXN6VoWIiIiIiIhoLjAAnYiIiIiIiIiIFiTRSCo8PBwffvghrFbriJuKxb/dbjdycnIQExMz6Q0k4nPp6elITExEf38/ent74XK5xhWCLh%2BTuHboob/RmuSL9zQaDVatWoVvfOMbCAsL8zabICIiIvIHombq6OjA%2B%2B%2B/j5aWlmHXiPDziIgIfPe730VSUtKUNvnKP6dWq7FkyRJkZWWhvr4eZrN51DpNqVR6D9n98R//MXJzcyc1BmGyIeg2mw01NTUICwtDfHw8NBqNt6HE0GckIiIims/EwbM7d%2B6grq5uxDpHoVDAbrdDkiRkZWVBpVKN67tFTenxeOByuXDs2DG89957KC0thcvlGjWkcuj9R2tiMPS6kZ5RvFdbW4vExESkpKSM6xnmmjwgdPny5diwYQNiY2PnelhERET0hFlIIegDAwMMQSciIqIFQdRnra2tOHHiBLq6unxeK0kSlEolOjo6oNfrsXbt2lH3t4nvzszMRFVVFR4/fjxmcysA6OnpwcDAADIzMxEQEDBrzVGHEmEBZ8%2BeRXNzs8%2BQgC1btiA/P59rv0REREQy8hD0tWvXTioE3WKxIC0tDRqNZs5C0G02GyorKxmCTkRERPOCmM%2By2%2B34wQ9%2BgKqqqhH3wonXVCoVYmJi8NJLL%2BHgwYPYu3cvVq5cifT0dKxatQr5%2BfnIy8tDZmYmHj16BKPR6P2Oseooj8eD1tZWWK1WvwhBVygUMJlMDEEnIiKiBUUefv7%2B%2B%2B8PCj%2BXz8HJa0KPx4O4uDisXr0a%2B/fvxzPPPIOXX34ZK1euRFpaGqxWK6xWK%2Bx2u/dzc1X7TSUEXbzX0dGBu3fvoqioCJcuXcLJkydRWFiI5ubmYb%2BVuF9QUBBefvll5OXlMQSJiIiI/I6oTc6ePYtTp04BGFzvKZVKuN1uBAcH41Of%2BhT27duHvLw8BAYGAvj4rG5YWBgSEhKwadMmaLVaWK1W9PT0jHn%2BVtzfYrFAr9cjPDwcOp1u3oWgFxcXIzQ0FOnp6TM%2BXiIiIqKZIOqu0NBQPH782OfasJzdbodarcb69eunVL9pNBrodDqYzWY8fvwYdrt9XOP1eDwwm824efMmNBoNkpKSoNFoAGDK83ADAwM4fPgwLly4AGDkeb%2BAgADs3LkTBQUF0Gg0nPcjIiIiIiKiJw4D0ImIiIiIiIiIaMHyeDwICQlBYGAgysrKRm1wNTAwAIvFgoKCgikFa/4/9u40Nq7rMB/%2BMytn577vmyhSokSRlCnJ2qxIimRJ3uRaruPEcRInDtImRQskCNo0bQL8gRYFGsAxigRZmtSxncSbvCi2ZdmyNmujSC2UKG7izuG%2BDGeG5GzvB73n%2Bg45JEfkkBwyzw8ILHJm7j3DfHlw7jnnEQte0tLSkJGRAZ1Oh9bWVrhcrlk35s2VfIFQUlIStm3bhmeffRYmk8lvsyERERFROBBZ6OjRozhz5ozf74DPF/xaLBZ8//vfR0ZGRkgzjc/ng8/nQ2JiIrKyslBdXQ2n0xnwvaKIHQC%2B9a1vYffu3dI15pPp5luCbjKZpBJ0IiIiopVGZKK%2Bvj5UVVUF3Bwnfna5XEhLS5MOtgpEnt0UCgUmJiZw6tQpvPbaazh%2B/DjsdruUt6abPxTEWMT9jUYjUlNTUVxcjE2bNiEjIwOJiYnweDyw2WzS4a6BrivuqVAooNPpsGHDhhkzYTiRz4NqtdqlHg4RERH9lWIJOhEREVF4ETnqgw8%2BCPgcWP4%2Bkb3S0tKwfft2JCYmzjjPJM9qMTExqK2thd1un3VMLpcLAwMDAICsrCxoNJolKUEXz7qPHj2KwcHBKflQjGfLli3Iz89fsqJ2IiIionC10krQExISWIJOREREYUvs3XC5XHjxxRelNXyTc5f4ncFgwO7du/Hoo49iy5YtMJvN0nUEhUKByMhIZGRkYOvWrRgfH4fdbsfo6Kh0rdkKJ1mCTkRERLQwRL4B7pZf/u///i%2BAwOXn4uekpCRs3rwZ3/3ud7FlyxZkZ2cjMTERRqMRycnJWLVqFUpLS1FWVoaWlhbY7XZpn%2B5SZb/5lKDL96PYbDYMDw9L%2B1Cm24uiVqtx3333Yffu3TAajXz%2BS0RERGHH5/NhcHAQf/rTn9Df3%2B%2BXacQ5KxaLBd/4xjdw//33Iy4uTvrc5GejXq8XWq0Wubm5yM7OhsPhQHt7e9Al6MPDw%2Bjv74fJZFo2Jejib%2BDz%2BZCamor169cv%2BFiJiIiIForIPQUFBbh8%2BTKGh4enzWIiH7W1tSE2NhbZ2dnzym16vR7p6ekYGhpCT08PXC5XUJ8T%2B3avX78u7RlJS0u75ywp9ql4vV5YrVa88sor%2BPjjjwFMnSMF7ubAgoICHDp0CElJSffwTYmIiIiIiIhWDhagExERERERERHRiiXfSHbz5k3YbLaAC4rFYmKbzYacnBwkJCTM655iwUt0dDTy8vJQWFiIxsZGaRMbMP3GvHsxuXCppKQE%2B/fvx969e6HX61l%2BTkRERGHrypUr%2BN3vfhdww5fP54NOp8PTTz%2BNsrIyvwMUQkFkv4mJCRw7dgzXrl0L%2BL7J5ee7du0CgJBlrLmWoE9MTKChoYEl6ERERLTijY6O4vTp09MeDgAAQ0NDGBwcRHp6OiwWi7SBTKFQwOPxSAXjwN1DEFpbW/HCCy/gzJkzaG1tBTB1jm26e4lra7VaxMfH48CBAzh8%2BDAOHz6MTZs2oaioCCUlJaioqEBRUREyMzNRVVUl5cfpru/z%2BdDV1YWNGzcuq4NQeQAXERERhQOWoBMRERGFD3Eg6ssvvzzrOj2v14ucnBx873vfQ3FxcVDPPEVGMxgM6O7uRktLS1Dvdzqd6Ovrg0qlQkZGBtRq9aIWjIt7Xbt2DR988AG8Xm/AbJiUlISvfOUr0Ol0nHsjIiIiCmAllaDX1NQgKioKGRkZ3O9BREREYUVkFo/Hg5dffhlnzpwJOJ%2BlUqng9XphMpnwla98BQ888ABSU1MBfH5AvPx/gtfrhU6nQ2FhISIjI2Gz2dDX1zdr4SRL0ImIiIgWhjxLnTlzBr///e/hcrlmLD/fvHkzHn74Yezfv19a4ybPTuKaERERiI2NRUVFBRQKBex2O4aHh5c0%2B821BH064r3yz4jxpaen4/Dhw8jMzJzzeImIiIgWkkKhQEdHB9555x243W6/c/G8Xi8sFgu%2B973voaysDBqNxu9zga7l8/mgUqkQExOD0tJSOBwONDY2zprhxGcHBgbQ19cHs9kc9iXo4m/k8/nw8MMP4%2Bmnn17wMRIREREtJLE2T6PRwGKxoKamBuPj4wHfK89Hw8PDKCgogMVimfO9fT4fjEYjMjMzMTQ0hN7eXrhcrllzoHwcra2tqK%2BvR2trKwoKCqBUKqU9vYH2DMt/L870u3jxIt5%2B%2B22cP38ewNTyc3Evi8WCL3/5yygsLJzzdyYiIiIiIiJa7liATkREREREREREK150dDSGhoZQW1s746Lm8fFxJCQkoKioaF73k19fo9EgISEBmzZtglarhdvtRn9/v/T6TIfdz3RtcUiEUqmE0WjEF7/4RTzzzDPIycmBRqMJeVEoERERUSiIhcDHjx9HfX09AEzZ6OXz%2BbB%2B/Xrs2bMHJpNpQTakuVwu/O53v8OHH37od19hocvPBZagExEREU1Pp9Ph6tWrGB0dlQ4QkBMZrqenB11dXQCA%2BPh4KRuJ3DY4OIgrV67g9ddfxzvvvIOuri54PB5pnnCmubnJOTEuLg5f/epX8eCDD2LTpk2IjY31K10X/42MjERubi7Wrl2LqqoqjI2NTTsPqFKp4Ha7kZCQgIKCgkUtXyIiIiJaCcK9BP3atWuzlqCL8YgSdKVSyRJ0IiIiWnYUCgUGBwdx9OhRaf5t8usia%2BXl5eFf/uVfEBsbe8%2B5S6vVIiUlBVVVVRgdHZ0xZ4lrj46OSiXo6enpi1qCLu5x8uRJXL9%2BPWBZlM/nQ35%2BPrZu3Qq1Wr3gYyIiIiJarkJVgp6dnQ2dTrfoJeji9xMTE8jOzsbatWvnfG8iIiKihSDy1qeffooTJ07AZrNNeY/Ya2GxWPCd73wHGzduhF6v97vGTNf3%2BXzQaDRIS0tDSkrKjEVCwmKVoItipa6uLjidTpagExER0Yon8s6NGzfwxz/%2BEX19fQCm7vkVc2979uzB4cOH/dbZTd5vK64pXo%2BIiEB%2Bfj5iY2Nhs9nQ09OzokrQ5cRndTodnn32Waxfv37O4yQiIiJaSCIPvfvuu7h165aUY0RWMhqNeO6551BaWhr0NeUZTaVSYcOGDXC73aitrZ3y%2BmTi/suhBF2ejw8dOoQvfelLABCSPShERERES0lkmYiICDQ0NKCnp2favRridw6HA5mZmcjKyppzHhI5zGQyISsrCw6HA729vRgfH59xLZ4Yh8hpDocDzc3NuHLlCjo7O2GxWGCxWKBSqaZcQ/zscDgwODiIX//61zh16hQaGxsBTC0/F2c/KxQKfPOb38R9990n3Z8ZkIiIiIiIiP4asQCdiIiIiIiIiIhWNLFQJCUlBbdu3cLg4GDA94mFK83NzVi7di1iYmJCOga9Xo%2BCggLcf//9UCqV8Hg86O/vlxbvyBc4y383eXzyxeIRERF46KGHcOjQIezZswdardZvQyARERFRuBGHQf3qV7%2BCy%2BXyyyzy8sknnngChYWFCzIGUX7%2B0UcfAQi82Hgxys%2BF%2BZagG41GJCUlsQSdiIiIVhydToempibcuXNn1oOtent7UVtbi/Pnz6OzsxP19fX47LPP8MEHH%2BAvf/kLPvroI1itVkxMTEzJf4GILCbum5OTg%2B3bt%2BNb3/oWCgoKEBkZKb0uz27yDOfz%2BRAfH4%2B8vDycOnVKypOTv4v42Wg0YvPmzZzXIyIiIpqDcC9Bv3r16qwl6CJXOp1OdHR0YGJiAvn5%2BSzAJCIiomWlqakJJ0%2BeDJjBxLxcXl4efvzjH0On080pc/l8PlgsFuTm5uL06dPweDwzHkI/OfMBQEZGBjQazaIdOnrz5k385je/mTJWeSnA1772NaSmpi74WIiIiIju1eTMJDLNUlmuJejy59QPPfQQnnzyyTnfk4iIiGghiFzU0dGBt99%2BG3fu3AHgvyZOZBqz2Yy///u/R0lJyT1nQ3E9pVKJ2NhYZGZmYnBwEJ2dnUtegq7T6ZCSkgIALEEnIiKivxpWq1UqvpycqSbPaR05ci6t3hQAACAASURBVMQv78yWv0ROU6vVSE5ORlpaGoaGhtDV1RV2JegjIyPzKkEXJUjA3X3JW7Zskb4L94gQERFRuBH55Pjx49K8nKBWq7Fv3z5s374dWq12TtcXz5iLi4uhVCpRU1Mz4/vl5evhXIKuVquls2gOHTqEp59%2BWvq%2BS/kMnYiIiJYPea5xu91%2BGSJc5pGMRiMiIyNx5syZGefKlEolXC4XGhsbcf/998NgMMz5O0wuQXe5XOjr65Oe1872zFZcQ6lUYmRkRNrXUldXh%2BbmZtjtdng8HoyMjMDpdKK2thbV1dV4/fXX8fbbb6OxsREOh0P6XtOdR/jtb38b27dvl%2B4bDv9/ERERERERES0FFqATEREREREREdGKJhaFqNVqtLW1obGxMeDB8vIFJImJiSgoKAjZAafyQxk0Gg3Wrl2L0tJSrF27VjqAy%2Bl0wuPx%2BI0r0L8tFgvy8/Oxf/9%2BfOlLX8KmTZuQmJgIYOrhYkREREThRGSVjz/%2BGFVVVX4b%2BuXKysqkwz1DvchXlJ8fP34cwNKXnwssQSciIiLyJ7JjUlISbty4AZvNFvB9kzf4DQ8Po6GhAbdu3UJTUxOsVitGR0cBQNpYN9tBVJMLiB544AE8/fTT2LhxI0wmk98c3ExZVWyyi4%2BPR0JCAi5dujTtxj6xGW/r1q1QKpWc4yMiIiKag5VQgi5eGxsbQ0lJCYqLi%2Bd1byIiIqLF1tTUhAsXLkzJXiKrpaWl4fvf/z7MZvOcn8GKnBYXF4fIyEhcvXpVulYwJejd3d1wuVzIysqCVqtd8DV3fX19eOedd9DS0iKNXRBjLisrw%2B7du/m8l4iIiMKOPLNduHABaWlpUCqVLEGfZLYSdPk6xckH4fPZMBEREYUDeR564403cO7cOQD%2Ba%2BlEpjGZTHjuuedQVlY27yyjUCgQGRmJrKws9PX1SUWYM41zMUvQOzs7MTY2FnQJ%2Bo0bN1iCTkRERMuGmJs6e/YsPvjgA7hcLilTAf5zWvv378eRI0eg0%2Bnu%2BT7yvRfR0dHIysrCwMCAVLQZLiXoFosFDodj1nL2QOR/q29961vYuXOn9B04/0dEREThyOv1YmxsDO%2B99x6Gh4elPa0%2Bnw8WiwWHDx9GcnLynK8v34tRVFQEjUaDmzdvBr23N1xL0Kd75svycyIiIgqGPM80NDTg7bffhtfrhcFggE6nC9l%2B1lBISkrCxMQEbt%2B%2BPW2G8/l8UKlUcDgc8Pl8KCwshFqtnvM9RQ4zGAzIzMyEwWBAT08PbDZb0Hlr8txmT08P6uvrcfHiRZw4cQIffvghTp48iVOnTuHq1avo7e3F2NiY31yg/PvK5/2%2B%2Bc1vSucRct6PiIiIiIiI/tqxAJ2IiIiIiIiIiFY8sTgmMzMTZ86cgdPpDLhgRKFQwOPxoKenBzt27IBWq12QsSgUCuh0OiQnJ6O8vBy7du3CmjVrsHr1auTl5SE6OhrJycnIyMhAZmYm8vLysH37duzZsweHDh3CwYMHkZ%2BfLx0EG0zhEhEREREATExMSCU6i50dxP3efPNNWK3WKQubxevl5eVYt26d3%2B9CIVzLzwWWoBMRERF9TmQgjUYDq9WK5uZmv8O0ApGXlsv/O/n1mcgzYkVFBR5%2B%2BGEcPnwYFosFKpUq4HWD%2BR4GgwHNzc3o7e2dchCW%2BLdKpcKOHTuY54iIiGjZEc8rxZzjUh6ysJxL0CeXIB05cgQAD0MgIiKi8DM5n8h/7u3txdmzZwPmHZPJhCeffBKrV6%2BWnnXOlbifONy%2Brq4u6BL00dFRdHV1YWhoCHl5eYiIiFiwDOt2u3HhwgUcP34c4%2BPjfq9Nzn%2BrV68O%2Bf2JiIiI5kO%2Bbu7o0aP45S9/icbGRmzdupUl6AFMV4KuVquldYk8CJ%2BIiIjClchBp0%2BfxssvvwzAf/5KPIfV6XQ4fPgw7r///nkdXj%2BZwWDAunXr0NbWBqvVOuN7F6sEXRQ8BVuCrlarMTIygitXrqC0tBRms3leYyAiIiJaSCJTtbW14YUXXphS8iPfu/HAAw/g8ccfh8lkmvd9FQoFLBYL0tPTMTQ0JJWgzzbOxShBT05ORkJCAiYmJtDW1hZUCbq4t8iD8hIkzv8RERFRuBsfH8exY8ekwkqRew4cOIAdO3bM%2B/ryvRirV6%2BGWq2etQRdnsHCrQR9aGgI3d3dOHjwIL785S8DYOYjIiKi4MlzTFNTEz744AOcOHECZ8%2BeRX9/P7xeL9LT0/3mm5Z6T6lSqURDQ4NUQB4ox4nfud1ulJSUwGQyzWtvhvicTqdDWloakpKSYLVaMTAwcE%2B5a/LZM4H2t8iz53RnIYr3PP/885z3IyIiIiIiIpJhAToREREREREREa14YjG00WiE3W5HfX39tAuhlUolbDYbjEYjCgoKQr7wJ1DxkjjsKjs7G4WFhbjvvvuwZcsWbNq0CRUVFSgvL8eqVauQmpoKi8UC4PMigaVemERERETLR11dHX7xi18gMzMT0dHRi77I2efzoaurC2%2B99RbGx8en3FupVEKj0eCrX/0qoqKiQjq%2BcC8/F1iCTkRERORPo9EgJSUFVVVVsNlsMx5WP1fyvKVUKmE2m/Hcc89h7969UunQfAuQjEYj2tvbUVdXN%2B28pMViwb59%2B0J6MCwRERHRQpPPn9XV1UkHi7IEfaqZStAnl1%2ByBImIiIjClTyfDA0NQafT%2BeUvjUaDTz/9FBMTE9JnxKFQKSkpeOihh2A0GkOWFSMiIhAdHQ2Hw4H29vagS9CdTic6OjrQ1taGNWvWQK/XL0iGvXnzJn7/%2B99jeHh42sKAnTt34oknngAQHgeVEREREQH%2Bue%2Btt97CK6%2B8AgCwWq24c%2BcO7r//fpagBxCoBJ3zfkRERLRcDAwM4M0334TVap2y30KhUECpVKKsrAx79%2B5FVFRUyO7rdruhVqsxMTGBo0ePwm63z/qZxShB1%2Bv1SElJATB7CbrIpcDdMveMjAykp6fP6/5EREREC0mhUGB0dBS//OUv0d7eDpVKFXA%2Bbe3atXj00UeRnJwcsnv7fD5ERUWhqKgIlZWVs%2Ba/xSxBj42NRW5uLkwmE2pqaqRnumKtn1KplN4v/mYajQaJiYn4%2Bte/jm3btgHg/B8RERGFB/l6uLGxMb99q2K%2B76OPPsLo6CiAu%2Bv8tFotHnroISQmJoZkPd1cS9BF5gqnEnSRYR955BEAzHxEREQUvMnl58eOHcO5c%2Bek%2BbiOjg6cP38ew8PDsFgssFgs0tzTUu4tSEhIQFdXFxoaGgBMPUdZ/ruhoSG43W6UlpaGbMwajQbJyclYv349urq60NXVJb02056RQOTv9Xq90s%2BBriGurVQqERsbi2984xuc9yMiIiIiIiKahAXoRERERERERES0oMTCmaU%2BnFNeYnTmzBnpsK3Ji07Ez2q1Glu3bl3wsc%2B0kGem%2B/KgUyIiIroXt2/fxr/927%2Bhu7sb3d3dyMrKCnnJ%2BGwUCgWam5ulEvLJxKb/AwcOwGQy/dWVnwssQSciIiL6nNfrhdlsxqpVq3D69Gm4XC6/osj5EHODYv4vOTkZ27Ztw7PPPovi4mLo9XoAn%2Bet%2BXwHhUIBh8OB8%2BfPT5mTFDnPYrFgx44d0Gg0nPsjIiKiZUE%2Bf/bmm2/ihRdeAACsWbOGJejTCFSCzvJzIiIiWi7k%2BeTtt9/GsWPHEBcXh/j4eCkvTUxM4NSpU3A4HFPmwf7mb/4GxcXFIR%2BXxWKB2WzG8PAwrFar3wH4gYhM53a70dHRgaqqKhQXF8NisUjvCcVz9MbGRrz44ovo6%2Bub8oxayM/Px5EjRxAVFcX8R0RERGFjuvJzcSB%2BZ2cnS9BnEKgEnfN%2BREREFM5E/qmvr8fRo0fh8Xj85tbEXJtGo8FTTz2F/Pz8kN3b4/FArVZjZGQEP/7xj6Xy9WDWB4ZLCbq4FwBkZmbioYcewqZNm6BSqeZ1byIiIqKFItbB3bhxA5988gnGxsam7G9QKBSIiorCF7/4xZCWFk1ec3j58uWgPrcYJeiCwWBAUVERMjMz4Xa7MTIygvHxcWkc8nKkqKgo7N27F4888gjWr1/vN1YiIiKiQBbrfBd57nrnnXdQVVWF%2BPh4mM1mAHfn5cbGxvDRRx/BbrdLY4uLi8OTTz4JtVodsnHOpQQd%2BHxeMlxK0BMTE5GdnQ2Az3yJiIgoeIHKzz/77DO43e4peaKpqQmNjY1ob29Hfn4%2BdDpdwOssBpHf1qxZg5qaGvT390/7XpHbrFYr0tLSpOeroaBQKGA0GrFt2zaMjY1hdHQUNptNOqswFOfOyIl9HzqdDmvXrsVTTz2F8vJyAJz3IyIiIiIiIpJjAToRERERERERES0Y%2BULd/v5%2BGAwGv9eW4sD7%2BPh4jI2N4fbt2wEXrIgxWa1WxMbGIjs7e0kP5iciIiKar9u3b%2BMnP/mJdNBoX18f2trakJOTs2gl6OIeN27cQGVl5bSHi0ZFReHBBx8MWenjYpefhyrjsgSdiIiI6C5xuEFsbCxyc3Nx4cIFuN3uGQ%2BrD4Y8FxqNRpSUlOD5559HeXk5YmJi/DLyfPOd%2BPzo6ChOnToFAAEPiM3Ly8OuXbs4J0hERETLwuQSpFdffRUAcPPmTSgUChQVFbEEfRqTS9DFOFmCREREROFMnk%2BOHj2Kl19%2BGVarFcPDw7BYLEhMTIRCoYBer8fAwADq6uqmXOPBBx9EQkJCSPOhyHvx8fGwWCwYHBxEb2/vrCXoglKpxPDwMC5cuACDwQCj0QiTyTSvQ1I9Hg/q6urwwgsvoKenZ9ry86ioKOzevRulpaVQKpWcFyQiIqKwMF35uVhnJ9awsQR9ZqIE3Wg0orCwEI8//jgAzvsRERFReFIoFHA6nfjFL34hzWfJ59XEvw8ePIg9e/ZIv5vvfJbH44FKpcLo6Cj%2B9V//FZ2dnVCpVPe0LnCpS9Dl5ecZGRnYt28ftm3bBq1Wu%2BglBERERETBEhnl1VdfRUNDw5TXRb4qLi7GU089Jf0832wjnxt79dVX8dZbb/ndbzaLkf3EfRQKBVJTU7Fu3Tps3rwZERERiI2NhUKhQEJCAtasWYNNmzbha1/7GsrKyhAfH%2B/3WSIiIqLJxsbGpFLxhc4M8tz19ttv4w9/%2BAMaGhrg9XoRHR2NqKgoKJVKqNVqXL16Fd3d3VLOio%2BPl%2BYAQznGuZSgy/PfUpegB/M7IiIioslmKz%2BXPxcVuWd4eBiNjY24cOECjEYjtFotzGbzoucPkbeUSiXcbjfq6urgcrkCvldkOpfLBbPZjOLi4hnPyrtXYm3i%2BvXrkZCQAL1ej6amJum%2Bwc4vTkd8Xvx/EhUVhQMHDmDfvn3Iz88HwHk/IiIiIiIioslYgE5ERERERERERAtCvhD6jTfewH/%2B53/C5/PB6/VKB54Ci7uYQ9xLqVSipqYGTqcz4L3FIhS1Wo3169dLi8eJiIiIlpvbt2/j3//93%2BHxeKBWq%2BHxeKQNXotZgi6ufebMGdTX1097KJXRaMSBAwegVqvnfc/FLj8HPv%2BeVqsVJpNpPsNnCToRERHR/0/kn6SkJKkE3eVyzamgXMz7iQ1sDzzwAPbt24cnn3wSZrNZyqELUcJ09epVXL58ecrmOfFzQUEBNm7cGLL7EhERES2U6UqQtFotPB4PS9CDIErQq6ur4XA48PDDD%2BNLX/oSAJYgERERUfiZLv8BQE9PD6xWKywWi1QC1NvbiytXrgD4PFdFRkbiqaeeglarDenY5HkvMTERJpMJfX196O/vD6oE3efzQaVSwel04ubNm%2Bjs7ERERARSUlKksc%2BW/%2BTP2gcGBnD58mX89re/RW9vb8Dyc/HMd/PmzXjsscdYhkRERERhQ577jh49OqX8HPg8%2B4R7CfqGDRukEnSVSjVtJlzoEvS0tDSsXr0aAOf9iIiIKDyJzNPb24vjx4/D4XBMyU5KpRIRERF4/PHHER8fH/Ly8x/96EdS%2BbnInYJ8/8R0c31LVYIuHw/Lz4mIiGi5qa6uxmuvvSbNWclzls/nQ2xsLL7zne/AYrGEZF5rcvn5m2%2B%2BCWDqnt/ZLEb2k39eo9EgMjISxcXF2Lx5M77whS9g165dqKioQFFREQwGg99nmAGJiIgokLq6Ovz5z3%2BGxWIJaW4JZPJav5dffhnA3RzV0tKC0dFRREVFSeOoqqpCW1ublAezs7Oxffv2BRnbci5BJyIiIpqLYMvPAf89CSqVCjabDTU1Naivr4der0daWpr03sXaryue1cbExKC6uhpDQ0PTrsUTma2pqQlr1qxBQkJCyMYh/l4KhQLJyckoKytDamoqhoeHMTY2hvHxcb8S82DL0EVuFu83Go3IyMjAP/zDP6C8vBzR0dHS68ycRERERERERP5YgE5ERERERERERCE3eSH0q6%2B%2BCgCora3FtWvX0NHRgaSkJGg0Gmg0mkVdRAMACQkJqK%2BvR1tbW8BFKuLn7u5ubNiwAXFxcVx4QkRERMvO5PJzt9stvbYUJegAcPHiRTQ1NQW8j0KhgE6nwxe%2B8IV5H3y/mOXn4u/mcDjQ1dWF//mf/0F3dzdKSkrmnXNZgk5ERETkLykpCSUlJbh9%2BzbGxsbg8XikfCSf55MfICX/vc/ng8lkQmlpKY4cOYKHH34YGRkZABZuo5%2B45pUrV6QyUDmVSgWFQoH9%2B/cjKyuL85BEREQU1qYrv1SpVHC73dIBBsulBD2Y8qOFLEHPy8tDYmIinnjiCQAsQSIiIqLwM1P%2BA%2B7Otw0ODqKlpUU68CkrKwvV1dUYHByUrqPX67Fv3z5oNJqQj1Ge95KTkxEZGYnh4WH09vYGXYKuVCrhcrnQ1dWFc%2BfOwel0wufzISkpaUoRunyuUf7s9ubNm3jvvffw/vvvY2hoKODBZGIshYWFeP7552EwGJgBiYiIKGyIXHP06FHpIPxAJZTLoQQ9KioKeXl5uHTpEiYmJu6pBN1utyMnJyckJejyvwWfARMREVE4Ehnlww8/xKVLlwK%2BR8yTPf30036fmatgy89VKhW8Xi%2B0Wi08Hs%2BMc32LXYJutVrhcDgAAJmZmSw/JyIiomXn8uXLqK6uBgC/fCVyTEpKCnbv3g2NRrNo5eeTs95SZj9BXGfyNeX3YfYjIiKimdTV1eFHP/oRWltb4fF4EB0djdjY2AUp755prZ9CoYDH40FnZycGBgZgNpuRlJSErq4u3LhxQ8pXCQkJ2L59%2B4LNcbEEnYiIiP7atLa24rXXXkNlZSVcLlfAPQaTyc%2BQ6%2Bvrw/nz5zE8PAyfz4eUlJRFzUA%2Bnw8GgwEpKSk4c%2BaMdL5LoPeJ57tWqxXr1q2DwWAI2Tgm3zM9PR3FxcUoLi5Gf38/AMBut0u5Uux3kZ83I7KyvPhcXHfz5s04ePAgnnzyScTFxUGpVPqdWUNERERERERE/liATkREREREREREITXdQmiNRgOPx4OxsTE0NzejpqYGd%2B7cQWpqKiIjI/0%2Bv5CLPMT109PTUVlZCbvdHvB94tCEoaEhlJaWzruEk4iIiGgxzVR%2BLixmCbrIYBcuXEBLS8u0hw84nU5s2LAB8fHxc77XYpSfy/9OCoUCTU1NePvtt/HGG2%2BgsbER3d3d2Lx5M0wm05y/h8ASdCIiIqLPeb1exMTEYMOGDYiIiMDY2JhUpDTTIQcAkJ%2Bfj%2BLiYjz//PPYtm0bsrKy/F5fyDnJnp4evPTSSxgdHZ2ShX0%2BH9RqNR5//HFERkZyAxwRERGFLfn82dGjR/0OxBLzbeKggnAvQU9MTMSlS5f8xjvd54CFK0GPi4tDYWEhAJafExERUfiRH/I0Xf4TOWtkZARNTU3Q6/XIyclBb28vamtrpaylVCqxc%2BdO6HS6Bck8k0vQo6KiYLfb0d3dLeWs2Q5JBT4/RL%2B%2Bvh7V1dW4fv26dH2DwSAdBqtQKOByueDz%2BXD%2B/HmcPn0av/rVr9DS0oLx8fGAB5OJA70yMzPxgx/8AGazmRmQiIiIwk53dzd%2B9atfwel0zpihwr0EHQASEhKQmJiI6upq6fDYYEvQHQ4HcnJyEBERwQPziYiI6K/CyZMnA%2B7zEDkoNzcXW7duhdvtnlfWu5fyc4/Hg7i4OHz961%2BH1%2BtFR0dHWJSgp6amwuv1orW1FbGxsTh48CDLz4mIiGjZ8Pl8cDqd%2BM1vfoORkZFps9Xu3btRUlIy72wTbPm5eJYKAKmpqbDZbEue/eTke4lZfERERETBEme%2BiDzT3t6OsbExxMTEhLwEfba9HiI/eb1e9PT0oKenB0lJScjJycHJkyel82gUCgV27NixoGftzbUEXfy9WIJOREREy4nL5cKf/vQnOBwOvzmw2ciLvH0%2BH5qamlBbW4uWlhasXr0aKpVKmh9byBwkslZkZCRsNhuam5tnXFMIAG63GxkZGUhPT1%2BQPcXiOxsMBiQkJGDLli0oKSlBTEwM9Ho9hoaGoFQqpYwrxiX/b0xMDKKiovDII49g//79ePTRR5GRkQG1Ws09HkRERERERERBYAE6ERERERERERGFzHTl5yqVSloAIhbK2Gw2tLa24tSpU7DZbPB4PEhOTpYWqCzUAfjimkqlEk1NTejo6Ah4qL3857KyMlgsliU9lJ%2BIiIgoWO3t7fjhD38oFSkGKj8XFqsEXVyvqqoKd%2B7ckRY2y4mcWF5ejtTU1DndZzHKz%2BXvbW9vx7lz5/Dzn/8c9fX1sNvtUKvVcLlcSE1NRXZ2dkj%2BnixBJyIiIrpL5EiTyYSCggJs27YN0dHR0kEFBoMBer0ekZGRSE5ORkZGBvbs2YOdO3fiyJEjqKioQGRkJNRq9aLM84n5xKamJnz66adSKZIgcmVFRQX27NkjfUciIiKicCRyyuTnwJMPo18OJeiZmZkwm82orq6e8aBU8Tlg4UrQJ9%2BHiIiIKFwEm//E%2BxwOB2praxETE4OdO3fixIkTUhm42%2B3GAw88gKioqAUdr8h7iYmJiI2Nhc/nQ2tra1Al6ID/Qflutxvd3d2orKzEiRMnUF1djcrKSlRWVuLq1at49913cezYMRw/fhy3b9/2ey4c6Fm41%2BtFUlISfvzjHyMyMpIHYxEREVFYMplMSElJQXt7O4aHh2dc%2BxbOJehCYmIi1Go1amtr4fF4ZpyDC1SCnp2dDZ1OxwPziYiIaEWz2Wz485//jNHR0Wnfk56eji1btgCY%2B3PNuZSf/9M//RPWrVuHjIwMDA4OorOzc9GKMKd7r06nQ3JyMmJiYlBSUoLNmzez/JyIiIiWDYVCAbvdjmPHjmFsbGza56cVFRXIy8ubV8a5l/JzkQmPHDmCxx9/fNGzHxEREVGoifJzj8cDtVoN4G4%2BErkl1CXowaz1k5egDwwMoLm5GRqNBv39/RgeHgZwd%2B5r586d0Ol08xpPMOO91xJ08TmWoBMREdFyotPp4HQ60djYOOM5gNORz4E5nU60tLSguroaY2NjiIqKgtls9nvvQp3fLDLt5cuX4Xa7p52zUygUGBsbw8DAAHbu3LkgJe3ya3m9XqjValgsFhQWFmLLli3Ytm0bKioqkJOTg%2BLiYuTn5yMzMxNlZWXYtm0b7r//fvzt3/4t9u7dizVr1iA5OVm61kxn%2BhERERERERHR51iATkREREREREREITFT%2BfnkhdCCSqWCy%2BVCY2Mjzp07h5GREWg0GsTExEiH4i/UAhCtVouoqCh8%2BumnM95ndHQULpcL5eXlXIxCREREy4LY3DUwMDDrBi9g8UrQAaCmpgb19fXTLl4WZZYbNmy45zEsRvm5GCcAvPbaa/jggw9w/Phxv0XZXq8XXq8XBoMB9913X8j%2BjixBJyIionA3W34LVTmkuIZCoYBGo0FeXh7Wr1%2BPLVu2YPfu3di5cyd27dqFvXv3YvPmzVi9ejXS09Ol0vPFOshA5DGn04mf/exn6Ovr89vIJ8YCALt375ZKNImIiIjCWWNjI1588cVZCyTDuQRdyMnJgUqlQk1NTdiUoBMRERGFm87OTvzxj3/EyMgIAP85LTmRh1wuFy5duoS4uDgUFRWhpqYGHo8HPp9POjhqIfOTfP4vLi4OqampMBqNqKurg9frlTLqTMTr8nk8r9eLwcFBdHV1oa2tDXfu3EF/fz9GRkak7zL5%2BfTkMWVkZEjl56LsiYiIiCiciByVnJyM2NhYtLS0wGaz3VMJenNzc1iVoKtUKuj1erS1taG3t3fGOUBgagn66OgocnJyoNPpOA9IREREK5bL5cKHH34Ih8Mx7Xvi4uKwffv2RS0//8d//Efk5uYCACwWy7xK0KOiomYtwvT5fPD5fLh69Sp0Oh30ev20GVCv1yM9PR2ZmZlQq9UsVyIiIqJlQWSW2tpafPTRRwHzlPhdSUkJ8vPz55xz5lp%2B/thjj0nZb2BgYFFK0MU8Juf/iIiIKFQml5%2B73W6/8nGRW2JjYxETExOyDFJXV4ef//znUgaaLj%2BJ10ZGRjA0NIS%2Bvj64XC4oFAo4HA6kp6cjKytrwee85lqCLvIfS9CJiIhoORDl4VVVVXA6nbOuXwtEvq9BqVRiaGgI9fX1uHjxIuLi4mCxWBAREbHge12Tk5Nht9tRV1c3be4SYxRnq4g9xQtFXFuMx%2Bv1wmg0IiYmBjk5OcjPz8eaNWtQUlKCwsJCZGdnIz09HTqdDhqNxu97MEcSERERERERBY8F6EREREREREREFBJiwcbRo0enLT%2BfTL7gw%2BfzobGxEbW1tbh16xays7OhVquh0WgWZLw%2Bnw8JCQkYHh5GU1NTwPeIBUIOhwP5%2BfmIiYlZkLEQERERhYrX64VWq8WmTZtw584ddHd3B7WwdqFL0MW1uru7UVVVFfBgefGz1%2BvFAw88IL0nmDEsVvm50N7ejv/%2B7/9Gb2/vlPuJDKnX67Fjx46Q/h1Zgk5EREThZPLmN4fDgYmJCbS2tqKzsxM2mw09PT3wer2IiIiYUugz35w0%2BbMqlQpqtRparRYajQZKpTJgVlqsjWcKcyFnMAAAIABJREFUhQIulwtvvvkmLl26JG2Ym2zdunX46le/ygMWiIiIaFmIiYlBREQEOjs7YbfbAUyfr8K1BF1QKBRIS0uDw%2BHAnTt3Zs1iLEEnIiKiv0ZmsxkxMTFwOp2wWq0zHi4PfF72XVVVBQBwu91SbtRoNNi0adOC5yb5PJvZbEZmZiZSUlJQXV0Nt9vt975gyA8MEwL9DeQ/T752QUEBfvjDH7L8nIiIiMKaPEclJycjLi7unkvQOzo6wq4EPSoqCkqlEpcuXZo1zwJTS9BtNhtyc3NZgk5EREQrVl9fH44dOzbjPuDR0VGUl5fDbDbfcx6ab/m5IIowe3p6pLnK2fZRiCLMkZERmM1mJCYmBny%2BK/aVdHV14Sc/%2BQnOnTuHTZs2wWAwTJsBVSoVD8MnIiKiZUVkloaGBly8eHHaQkwAyMjIwLp16xa9/Fwwm83IysqaUwm60%2BlEZGQk4uPjp13bJ37X39%2BP119/HWlpaTAajZz/IyIionm7ffs2fvrTn8Ltdkvl54K8BL2rqwsOhwNRUVGIi4sLyb1jY2NhNpsxODiIoaEhAIHXuQGfPxu22WyYmJiQfgcAmZmZWLNmzaLkormUoMvzH0vQiYiIaDmIi4uD1%2BvF9evX7ymrBHqf/Iw%2Bu92O8%2BfPo7%2B/Hy6XCxkZGVMKwUNFZLaUlBQ0NTWhr69v2veKMfp8PqxevRomk2nBM9q9PLdl6TkRERERERHR/LEAnYiIiIiIiIiIQub999/H//3f/wGAtCltpsXEcmJRsd1uR2dnJy5duoSuri5EREQgMTFRel%2BoNo2Ja9jtdly8eNHvd4IYu91uR3p6OvLz8%2Bd9XyIiIqKFJDZ4abValJeXh00JurjG6OgoTp8%2BPeOB%2BENDQ4iMjEReXl5Ylp8Ddw/PslqtaG1tnXI/8d1sNht27NgBo9E4p3tMhyXoREREtNTE/JzIHxcvXsTly5fx0ksv4f3338f777%2BPTz75BJ9%2B%2Bik%2B/vhjfPbZZzh37hyam5ul0iGtVhvyokj5dcJhw5nX68WVK1dw/PhxDA8PT8nASqUSGo0GX/jCF6TiTG6QIyIionAmstuqVasAAK2trRgbGwMQfAm6UqkMqxL0iIgIqNVq3LlzByMjI7OOR16C3tPTA4/Hg1WrVoXN9yEiIiIKJfkhVVFRURgfH0dHR0dQpZEA0NPTg9HRUQB3c9TExATWrl2LyMjIRTvACgC0Wi2ysrJQUlKChoYGjI2NwePxQKFQBPU9ApnpM/JrRkZGoqKiAt/5zndgNpvh9XpZfk5ERERhbaWVoItxZWZmYmRkBI2NjUHlP3kJend3N4aGhpCXlwe9Xs95QCIiIlpxRkZG8NFHH81YgO7z%2BbBu3TqkpKTcUx4S82HzLT8XzGYz4uLi0NXVhf7%2B/hnvLZ/HtFqtsFqtUCqVyMrKmnLwv9jH8v/%2B3//D0NAQHA4Hrl%2B/jvLy8hlL0ImIiIiWo8bGRly%2BfDngs1KRedRqNSoqKqBUKu8pB4Wi/FyMw2KxICUlBT09Peju7p51flJegj48PAyDwYDk5OQpa/vkY3zttdfw3nvv4dq1a8x%2BRERENG9dXV34wQ9%2BIJ334nK5przH5/NJxehtbW0oLi5GRkbGvO8tMox4pjk4OIiBgYFZ1/rJfy/eJ8YVHR0973EFY6YS9GDyH0vQiYiIKJyJXJKamorW1lZYrdYZ36/X66HT6TAxMQEAM2Y5lUoFr9eLtrY2XL58GX19fUhISIBer4darV6Qs1wiIiIwODiIW7duSblruvf29fUhLi4OBQUFYZXNwmksRERERERERMsVC9CJiIiIiIiIiCgkJiYm0Nvbi76%2BPrhcLoyPj0sLhYMxeTG0w%2BFAS0sLTp8%2BDbvdjvHxcaSlpYV8wUhmZiba2trQ0dER8HWx6KepqQmlpaWwWCwhvT8RERFRqIVrCToAOBwOnD17Fm63O%2BA1xe8iIyOxceNGaUzT3X8pys%2BFlpYW3Lp1K%2BAibJVKBYVCgV27dsFsNs/rPoGwBJ2IiIiWisgVQ0NDOHfuHP74xz/ijTfewPXr1zE0NAS73e6Xj3w%2BHyYmJjA4OIimpiacPXsWzc3N6O/vR2Fh4ZSDRFeSrq4uvPXWW7h9%2BzYA/41wIremp6fj2WefhVarXaphEhEREQVNfrCUKP2%2B1xL0mpqasCtBT0pKwuDgIGpra2ecYxPE66Ojo%2Bju7obb7ZYOYQiH70NEREQUKvKDQBMSEhAbGwu3243W1tagStDFa%2BI6drsdGRkZyM3NXfTM5PV6ERMTg%2BLiYqjVaoyOjmJkZER6fa5F6HKiUF08r87NzcWuXbvw%2BOOPw2g0huQZNREREdFiWEkl6PI5O6/Xi6qqKni93nsqQZ%2BYmEB3dzd6e3uxatUqlqATERHRiqNUKnHq1Ck4nc5pX/d4POjo6MB9990HvV4f1HXFfNjo6Ch%2B%2BtOfoq2tbV7l58DdjBYdHQ2Px4M7d%2B5Iz6qnI5/H7O/vx7Vr12C325Geng6VSiXNFTY3N%2BO//uu/0NnZCbVaLRWiV1ZWoqKiAgaDIajvTERERBTOxPzd7du3UV1dPW1BEQDYbDZs3LgR0dHRQe/1kD8P/dOf/oQ33ngDwL2Xn8tZLBZER0ejvb0dQ0NDs34/kf26u7vR1tYGr9eLvLw8v/GLf7/yyit45513AAAjIyOoqalBWVkZDAbDitzfQkRERAtPo9Ggo6MDnZ2d0vPRyXlLzLUBwP79%2B/HQQw%2BF5N7y56IZGRkwmUwYHh5Gb29vUGv9gM/zos/nQ2JiIlatWrVoz0VnKkEPZrwDAwPo7%2B%2BH2WxGSkoKS9CJiIgobIg8otFoYLPZcOPGjWnn5dRqNVJTU1FQUACNRoPBwcEZs5w87/h8PjQ3N6O%2Bvh5dXV3Izs72e64bimwkxpKVlYXKykoMDw9POzbx%2B/r6ehQWFiIuLm5e9yYiIiIiIiKi8MICdCIiIiIiIiIiCgmVSoWMjAzs2rULiYmJ0Ov1aG5ulhbYiEPtgyHeJz7T0NCAa9euoaGhAQkJCdBoNIiIiPBbhDyXBTVi0bNGo0FNTQ0mJiYCjkWpVEqLu7Ozs3lgFREREYW9cC1Bj46Oxo0bN9DT0zPtuIG75eJpaWlIT08Pu/Jz8bdwu9347LPPpN9N/h4ejwe7du1CVFTUnO81k/mUoN%2B5c0da8M4SdCIiIpqNPAuOj4%2BjqakJP/vZz3D%2B/Hm0tbUB%2BLzcZ3L5ufy/Yq6vp6cHN27cQENDAywWCyIjI6HRaFbUnNvQ0BBeffVVXLx4EYB/gZLIrVFRUfje976HhISEFfXdiYiIaGVbaSXo4t5r167FzZs30dvbG9Tn5CXoVqsVExMTWL169ZJ/HyIiIqJQk6/Ni42NRUJCAnw%2BH%2B7cuRP0wajA5/Njra2tWLt27YI9Q52O%2BB5msxn5%2BflYv349BgcH0d/fD7fbfU/fJRDxWfH5HTt24IknnkB5eTkiIiJYfk5ERETLzkorQQeAxMREVFZWor%2B/3%2B/3wXC5XOju7kZXVxcKCgpgMBg4D0hEREQrxtjYGD755BPY7faA%2BUbMnbndbhgMBmRlZUGlUs14TTEfZrfb8R//8R9obGycst8DuLfyczEWlUqF5ORk1NXVwWq1zjqvJ8%2BvHo8HdXV1uHHjBi5fvoyWlhYcO3YMH3zwAfr6%2BqTxiDw8OjqKjIwMZGVlzTguIiIiouVAZCKbzTbtvljg7rNPl8uF4eFhrFu3Lqj9p/Lnoa%2B//jpee%2B016VpzLT8XY46JicHo6Cjq6%2Bv9nskGIn/uOzw8jKqqKvT390Ov18NoNMLr9aKhoQFvvPEG/vKXv0hjUqlUGBgYwMWLF7F9%2B3buuSUiIqI5UavVKC0tRX9/P1pbW6esSZNno4MHD%2BKZZ54BgJA9d5TvZUhNTYXFYoHNZkN3d3fQ6%2BPEOSm9vb3Yvn07tFptWJegi8%2BJM3L6%2BvpYgk5ERERhR2SS3NxcXL9%2BHb29vQGzmdfrRUREBMrKylBRUQGv14v29na/PDldNhKvDQ0NoaGhAefPn0dkZCS0Wi1MJlNIspH8TMPk5GRUVVVhfHx82mfM4p5GoxGrV6%2BWznQmIiIiIiIiouWPBehERERERERERBQyYmNaeno6ysvLkZWVBYvFgvb2drhcLul9wR4WKl847Xa70dHRgevXr%2BP27duIj49HVFSUtJBlLgulxfstFgsuX76MwcHBacfmdrsxMDCAnTt3znpAAxEREVE4CLcSdHG4QH19PZqamqbNXaIIqb29HYWFhYiMjJzynqUqPwc%2Bz5BjY2M4efIk3G53wO8K3D3YPjY2dl73m8lcStC1Wi0cDge6u7uxZ88eaLXaBRsfERERLX/y/NTc3IyPP/4Yv/3tb9HX1wePx%2BO38Wy2%2BT7xusgqVqsVjY2NsNlsSE9Ph16vXxGHxI%2BPj%2BOll17CqVOnAPhnVfG30ul0OHToEMrKyqBSqZb9dyYiIqK/LiupBF1%2Bb5fLhWvXrkljDeazAGC329HZ2Qmn04k1a9awBJ2IiIhWHPlhV1FRUUhKSoJSqURDQ0PQB6OK1z0eD6Kjo5GXlzfjc82FIO6lVqthsViwZcsWJCQkwGKxoKmpSfqe4vvM9FxZvCauKbJueXk5Dhw4gCNHjiA6OjqoaxERERGFq5VUgu71eqU9IJWVlX4ZVq/XS2sAZ8qn4qD/hoYGrF69GmazeeEHTkRERLQIIiIi0NLSgubm5oBzfSIjjY%2BPQ6PRoLi4GHq9ftrriTWHTqcTL774Iq5fvx6w/Fz8LtjyczEWsUcmOzsbn332mfScOhjyMsyenh7U1dWht7cX4%2BPj0njk84Rbt27F9u3bYTKZgr4HERERUbhzOp04fvz4tM94xe8dDgfi4uKQkZEx47yZfM/Ju%2B%2B%2Bi1deeQXA/MvPxVhUKhUyMzNx5cqVGc%2BDkX9G/iy6ubkZlZWVOHHiBE6cOIHTp0%2BjtrbWb4xinAkJCdiwYQPn/oiIiGjO1Go11q1bN6UEXcxrAXfLz7/85S8DCM35J3KTn/FaLBaMjo7CarUGvdZPqVTCZrOht7cXZWVlUKvVi1YkPlMJ%2Bkz3F9%2BLJehEREQUjkTGUSqVSE5OxrVr1%2BBwOAK%2B1263w%2Bv1Yu/evXjggQegUCjQ19cHp9MprYELlOfkmUepVMJut%2BPatWtobm6GSqXym%2BObz95X8bmIiAhYrVa0tbVNmzHF9%2B7p6UFFRQXMZjP33RIRERERERGtECxAJyIiIiIiIiKikJEf6KlQKJCamor169dj48aNGB8flw4HEAtU7uXwU7HJzG63w2q14tNPP8XAwADGx8fntaDG6/UiIiICCQkJuHjxYsACSzHWgYEBREZGIi8vL%2BjrExERES2lcCpBF3kuJiYGZ8%2Behcvlmva%2BADAxMQGTyYTMzEy/ku6lLD%2BXGxwcxMmTJ6V7yanVani9Xjz44IMBC9xD6V5K0NVqNVwuF0wmE/75n/8Z8fHxCzo2IiIiWt7k%2Beny5ct48803cfbsWb/DPudKZBWbzYa2tja0tbVh1apVMBqNy3rTmt1uxx/%2B8AecOHECwNSsCtzNqyUlJdi3bx%2BioqKWYphERERE87bSStABwGw24/Tp0xgbGwu6jFO8x%2Bl0or29HSMjI1i3bh0UCsWSlTkRERERLQR5NrJYLEhKSoJarUZdXV3QB6MqFAq43W50d3ejtLQUFotlyTKguG9GRgZKS0tRVFSEpKQkDA0NweVyweVyBfw%2B4nvKX0tLS0Nubi6effZZ7Nq1C0VFRX73WK5znURERLQyzDdvrZQSdDFOh8OBU6dO%2BY19w4YNAO4%2Bu5a/dzKlUgm3243e3l7ExcWhoKBgEUZOREREtDja2tpQU1Mzbfm5z%2BdDZmYmtm7ditzcXKjV6oDXEXOF4%2BPjeOmll3DhwgV4vd4p1xXr6mJjY/Hd734Xq1atCnqs8j0yra2taG9vD2p%2BUowv0PcL9FpycjIOHTqE/Pz8oMdGREREFO58Ph%2B0Wi2qq6ul%2BbDJxPq%2BsbEx5OXlITc3FyqVatrribm%2BTz75BK%2B%2B%2BipcLteUfRTyn5944gkcPnw4qPGK7BcREYHExERUVlZiYmIi6O8rcqLb7YbD4YDdbpeeBU8eY3x8PB5%2B%2BGEUFRVx3R8RERHNy%2BQSdPHMFVjY8nNB/ow3KSkJkZGRsNvt6OrqCmqtn3jNZrPBYDAgOzt7UfPRTCXo05F/L5agExERUTgSWUSr1cJqtaKlpWVKLhPv6enpgcPhQHl5OYqKipCSkgKdToeWlhZp7V0w2cjlcqGnpwcXL17E0NAQVCoVkpKSQrKXV6fTISIiAmfPnp0xYyqVSjidTnR3d2Pjxo3QaDRzvicRERERERERhQ8WoBMRERERERERUchN3vgfGRmJdevWYdOmTfD5fJiYmJCK0OdyyKdKpYLX60VLSwsuXLgAq9UKlUqFmJgYv0UtwSw8Fq9rNBq0tLTAarUGXEAjfjYajaioqLin8RIREREtpXAqQRefvXnzJvr7%2B6XDEAKN2e12w2q1IjU1FcnJyVAoFGFTfg4AXV1d%2BOSTTwKO3%2Bv1wmg04tFHH0VERERI7xtIMCXoarUabrcbBoMBP/nJT5Cenr7g4yIiIqLlS56fPv74Y/zhD3/w2xA3n/JzQWQVl8uFrq4uNDQ0YM2aNTCZTMumBF2ejfv6%2BvDyyy/j448/BjA1q4r3JScn48iRI8jNzV38ARMRERGF0EoqQfd6vTCZTHA4HKitrfV7XqxWq2ccl/j9%2BPg42tvb0d3djbKyMh6CSkRERCuayWRCamoqNBoNbt%2B%2BHXQJulKphN1uR2NjI7Zt2zZr1look%2B%2BXkJCAwsJC7NixAyUlJUhPT0dCQgKAu%2BsFgbs5Njo6GjExMUhLS8POnTuxbds2fOUrX8HmzZuRmpoKnU4nvZd5kIiIiJaavMTn5MmTcDqdiI%2BPv%2Bf1f4FK0Jubm5ddCbqYlzx//jzGxsagUCigVquxfft2ZGdnw2q1wuFwAJiaF%2BXPfh966CE8/vjjizp2IiIiooUiMltMTAyqq6sxOjoqvSaynM/nQ0FBAZ555hls2LBhxv0RYh/IiRMncPLkSdjt9invEdkqJiYG3/72t7FmzZp7HrdCoYBGo4HH48GFCxeCKj8Phpjj1Gq1eOyxx7B161YAwe1TJiIiIloOFAoFtFotGhoa0NzcPOV1sT9XrVbjscceQ0VFBaKjo2e8HgBcvnwZr732GgYGBgDAL5/J59Yee%2BwxPProo/c0NyjuoVAoUF1djeHh4aCeTcvHIX9voN8plUps2rQJBw4cgFarZf4jIiKieRMl6AMDA1LuOnTo0IKXnwvyZ7yJiYmIioq6pxJ0ABgbG8P4%2BDjS0tIQExOzYGMNhCXoREREtFJFRETAYrHg1KlTUiacPE/l8/nQ2tqK6Oho5OTkICkpCatWrUJ%2Bfj5u3brlt393prV78us1NTWhrq4Ozc3NWL16NbRa7byzUVJSEnw%2Bn5TTAl1PjGNiYgLJyclITU1lLiMiIiIiIiJaAViATkREREREREREC0osLlGr1dDr9Vi/fj0KCgqQnZ2NO3fuALhbciQWxwRbxCl/X2trK27evIlr164hNTUVarUaOp3unha26PV6uFwuVFZWBhyH%2BLmtrQ3p6elIS0sL%2BtpERERESy1cStAVCgV0Oh08Hg%2BuXLky43WUSiUcDgeamppQXFyMyMhI/PrXv8ZHH30kvb5U5ecA0N7ejjNnzkz5vfg%2B0dHR2L17N9Rq9aIsuJ6pBF1efv7Tn/6UWZaIiIhmJM9Px44dw69//Ws4nU4Anx98MJO5Zp/%2B/n7cunUL69atg9lsDvsSdPF38ng8aGhowOuvvy7lw8lZVcx96nQ6fO1rX8OGDRuWathEREREIbVSStDF/bq6uvzmLTUaDdavXw%2BbzYaJiYlpD/pSKBRQKpWYmJjAnTt3kJiYiMzMzEX9DkRERESLzWAwIDU1FVqtFrW1tUEdjCre09/fD7vdjuLiYqjV6rA4xMrr9UKj0SAmJgb5%2BfkoLS3Frl27sG/fPuzZswf79u3DoUOHsH//fmzduhVr165FdnY2NBoNVCqV3/iX%2BrsQERERiXzl9Xpx6tQpvPXWW3jvvfdQVFSEhISEeZegx8fHL7sSdLF28cyZMxgaGoLP54PX68WqVavw2GOPQalUoqenBzabTXo/4P/s99ChQ3j66acBIOyfZxMREREFQ7739%2BbNm%2Bjq6oJarZayjs/nw/r16/F3f/d3SE9Ph0qlmvZaIvvV1tbivffeQ0dHh989gM%2BzlcViwTPPPIPS0tI5ZSpxL5PJhMrKSjgcjhn3BAdDnvueeOIJHDx4EMDCl1ERERERLSaR85RKJa5evQq32y093xX7c1UqFb7xjW9g165diI2NnfWara2tePfdd1FfXz8lk8kz1sGDB/HII48gIiJiTmM3Go1wOBy4ceNGUOXnwRDPt4uLi/Hcc8/BYDAw/xEREVHI/H/s3XdwlPedP/D3Vq20qy5UUUUCFUQXCAOWKAbbGOIWbFKcc%2BZ8uVxyc%2BebzN0fSWZ8ySWTu1xyvvGNk1wujis4bhEQsDG9ChBGBSEJoS5UV9Jq1bbv/v7w7/vw7KqgskjCfr9mPEja3ef5Put/PvMtn7cIQW9paUFOTg6ef/55ALM33yRf442OjkZoaOikQ9BFTWc0GmGxWJCSkgKDwXDPx%2Bw7humEoIvnHisEnWu8RERENB9ERUVBrVZL81zy%2BkTUOmJvW0pKCkJCQqDRaJCQkIA1a9bA6XRiZGQEQ0ND0t68ifbvibpveHgYzc3N%2BOyzz%2BB0OqHX6xESEuL13snWSuK9er0ezc3N6Ovrm/CzFosFSqUS69at86pTiYiIiIiIiOj%2BxAB0IiIiIiIiIiKaNWIDcGhoKNLS0rBq1SokJyejv78fvb290vvu1ghVTrzXZrPBaDTi8uXLaGlpgUql8gp2nGjzsdgAk5qaitbWVqm5wnj3CggIQG5uLpRKJTfOEBER0X1jPoSgi8/ExsZK95/ovUqlEkNDQ6iqqkJ9fT1OnToFYG7Dz0Vdee7cOVRVVY2qXcXvq1evxsaNG2e1XhwrBJ3h50RERDQV8vrp4MGDeOuttwCMPV8nDsKNN5cn/j7ZuT6FQoH%2B/v77IgRdfE92ux2nTp3CoUOHUF5eDmDsWlX8/jd/8zfYsGEDgKkdACQiIiKaz74oIejA57XcxYsXpblGjUaDzZs3IzIyEu3t7eOGoPuGIO3atWvWx05EREQ0FwIDA5GQkACNRjOlEHQA0lpmWlqa9Jm5nC/zvbeo7xQKBdRqNbRarRTwJJ5zvM8SERERzSV5%2BPmZM2dw9OhR3L59GwBw9epVZGZmIioq6ksZgu52u3Hu3Dn09vZKNahKpUJBQQHi4%2BMRHBwMo9EIs9kM4PNQAjFX6Bt%2BzhAkIiIi%2BqLweDzQaDSIj4/H%2BfPnYbfbpdpvw4YN%2BMEPfoDAwMAJryGvj/bt2yftpRPXkf8cFBSEr3zlK8jPz592%2BKWoPQMDA3Ht2jV0dnZKr4l5PFHHTabmlY/ziSeewNNPPz3quYiIiIi%2BCERtZDAYcOXKFZjNZqneEWeP//mf/xnr16%2BHRqOZ8FoejwcOhwPHjx/HmTNn4HK5vOoq%2BZ66goICPP744wgNDZ3WuMUco81mw4ULF6T5xrHOuEyWOOeRlpaGH/zgB9L5FdZ/RERE5E9qtRr5%2BfnIy8sDMLX5prHCMKe6T20mIejitdu3b8NqtSI7OxtarXZK95%2Bp6YSgi8%2BJHjl9fX3Q6/VISEjgPj8iIiKaN7Ra7bjB4eL3zs5OxMfHIyMjAx6PBx6PB8HBwViyZAnS09PR39/vtU46Xm0nX69VKpUYGBhAbW0tPvvsM0RERCAiIgIajWZK53rFe8LCwtDd3Y2amppx61wxrtbWVoSHhyMtLY11GREREREREdF9jgHoREREREREREQ0a3w3mgQHByM5ORlbtmxBSEgI9Ho9WlpavA613W2zsW/YpN1uR3t7Oy5duoTu7m4MDw8jNTV1wk0u8teGh4dRUVEx6tpyvb29yM/PR2ho6Jw3XiUiIiKairkOQRfv1Wg06OvrQ2Vl5YQH9ESDUbPZjObmZgBzG34uf4aioiJ0dXWNWzPm5eUhJyfH7/e/G3kIemdnJ3p6emAwGPCTn/yE4edEREQ0Id/w83feeQfA6PpL1ENi7i4gIAA6nQ6LFy9GUlIS4uLipEYGVqt1SnN98hD03NzcWQ9Bt9vtUoiRvNm%2Bb%2BN9hUIBk8mE//u//8P58%2BelwIC71aqbN28GwPBzIiIi%2BuLxVwi6QqGY0xB0hUKBU6dOwWKxAACcTicKCgqwdetWOBwOtLe3w2azedW2vuHn8hAk1nxERET0ZRAYGIiFCxdCq9Wiurr6ro1RRY1ksVhgNpuh1%2BuxcOHCeRGCLiea5vv%2BDIBN74mIiGjeGiv8vLGxEcDnzfVtNhuuX7%2BOJUuWIDIy0i8h6M3NzVMOQW9sbJz1EHQxX3f%2B/HkYjUav1woKCqDX6xEfH4%2BoqCj09PSgt7d33Hk/1oNERET0RSJqvODgYAwODqKhoQEGgwE7duzACy%2B8AODua5/itY8%2B%2BgiffPIJgLH3C6pUKqxduxY7duxARETEjMYt6sjW1lbcvHkTarUabrcbDz/8MDZs2IDW1lZYLJYJ5yt9n%2BmJJ57As88%2BKz0z6z4iIiL6InK73dDpdIiOjkZJSQmcTieUSiXi4uLwL//yL8jKyrrrvKGolaqrq/Haa6/B4XCMqrnEz8uXL8euXbuQmJg47TGLsURERODSpUsYGBiQrp%2Bamgq73Q6HwwFgcudWxJ6/uLg4/PjHP0ZISAjrPyIiIrpnRI0h5qkmQ16bmEwmBAYGeq3VTsV0Q9DlrzU1NcFqtSI3N3fWa6bphqCLsff09KCpqQlLly5FSEjILI2aiIiIaGLh4eHW%2BV%2BHAAAgAElEQVTo7e1FdXX1qLMKwJ1apqKiAsuWLUNUVJT0mlarxYIFC7Bp0yYolUo4HA709vbe9RwHcGcfn9PpxNDQEIqLi9HX1we73Y6kpKQp1ZriWkuXLkVlZSWMRuOYn5ePy%2BFwYPHixTAYDJO%2BDxERERERERHNPwxAJyIiIiIiIiKiOSU2F6enp2PdunVITEyUgo5sNpv0vqmEoYv3Njc3o7y8HDdu3EB4eDg0Gg0CAwO93u%2B7SSYpKQllZWXo7e0d855KpRI2mw1DQ0NYsWIF1Gr1TL8CIiIiolk11yHo4v2ZmZm4ceMGjEbjhLWe79/lv892%2BLkYe2VlJY4ePQq73T7ms8fGxuL555/3qj1nkwhBj4iIgMlkwj/%2B4z/OqEEEERERffHJ66cjR47grbfeAvB5vSUP9JbXbVqtFllZWXjuueewe/du7Ny5Exs2bMCGDRvw0EMPYfny5YiIiEBPTw9sNpvUcHSyIeg1NTWzEoIuarxz587hL3/5C4aHh5GYmOg17yevLauqqnD69Gm89tprqK2tlcIxRSMI%2BWfEd/fCCy9g69atANgYlYiIiL64/BGCXlVVNach6C6XC2fPnsXQ0JBUu%2Bp0OmzYsAExMTEICAjA7du3YbVaoVQqJww/Z81HREREXyY6nW5aIej9/f0YGBhAeHg4oqOjWUMRERERzYCYkxor/FwEjSsUCoyMjKCmpgaLFy9GRETEjEPQo6KiphyC3t7ePush6AqFAkNDQzhw4ABGRkakv%2Bv1emzbtg1arRYqlQrR0dFITExEV1cXjEYj5/2IiIjoS0GhUECpVEKr1cJms2Hjxo146qmnAEy%2BBqqsrMS7774Li8XitY4K3Nl3GB4ejr179yIlJWXGYxZjMpvNuHLlCoDPa06LxYK/%2B7u/w4IFC%2BDxeNDe3u71DOJfEZiuVCoRGRmJJ554YsrPTERERHQ/EvN3AQEB6OrqQl9fH7KysvDd734XycnJk6qFFAoFurq68Ktf/QqDg4Ojzp2Ie0RFReHhhx/G6tWrZzxut9sNl8uFS5cuSb1gVCoV/uqv/gqrVq3C7du3MTQ0BLfbLe1HlJOvX3s8HqSnp%2BPHP/4xQkNDWf8RERHRrJjsmqy8Njl48CCOHj2K6OhoREZGzmkIen19PSwWC5YuXXpfhKDLz/sWFhZi48aNszVcIiIiogmJuiYnJwc1NTXo7u4e9R5x5tbtdqO3txfZ2dnQ6/VSHSiukZ2djbS0NCxYsABVVVXSHN1k%2BrqIObSWlhaUl5ejra0NiYmJ0Gq10lrqRHWnvEYLDg5GdXW11HtlPH19fVi0aBGSkpJm/ewwEREREREREfkPA9CJiIiIiIiIiGhO%2BW46WbhwIZYtW4a1a9eiv78fAKRmWMDkg9Dl1%2B3q6kJFRQWuX7%2BOsLAwhIWFQaPRjGqaLw6zhYWFoaKiwiuAXX5tMe41a9ZAr9dz8wwRERHdd%2BYyBF1egyUkJODGjRsYGhqacj2lVqtnNfwcuFO7nj17FqWlpaNeF7XqwoULUVBQAK1We0/GMRlKpRLR0dF44IEHEBkZOWfjICIiovlPNCEAgFOnTuGPf/yj9DffJqTi96VLl2L79u349re/jfj4eK%2BQcqfTCaVSidDQUGRlZSEjIwNhYWFobGyEw%2BGQDrtNZDZD0BUKBRoaGvBf//VfaGxsRGlpKa5evYrr16%2Bjq6sL9fX1qKurw4kTJ3D8%2BHG8%2B%2B67qKmpwfDw8LhzlfLmCN/5zncYfk5ERERfGvdzCLrH44HdbsepU6e81qf1ej0efPBBGAwGxMfHIzQ0FM3NzV4hSQxBIiIiIpp6CLp4raenBwMDA4iKikJUVBT34RERERFNk5hLO336NI4dOyaFn8vXLoXBwUHU19cjPT0d4eHhX5oQ9OHhYXz66aew2%2B0APq9JlUolNm3aBL1eL81TRkZGIj09HampqfjKV74CgPN%2BRERE9OWwYMECpKWlYcWKFQAmVwOJ9dyTJ0%2BivLwcHo/Hq/6U16PPPfcc1q5d69cxd3Z2ori4WKrlnE4nHnzwQaSnpyM9PR1paWloaWmBy%2BWCw%2BGQxiLOEm/duhU7d%2B5EYWHhpJ%2BZiIiI6IsgMDAQwcHBCAsLw5NPPom4uDivsyUTsdvtOHz4MCoqKqR5SUHM/3k8HmzcuBFPPvkkgNE9YKZDrVajsbER9fX10pyi0%2BnEM888g5iYGOj1ejQ0NEjjUSgU0vOIOjAqKgqrV6/G97//fYSEhLD%2BIyIionlFXpscOHAA%2B/btQ0dHB5xOJ8LDw%2Bc8BL2uru6%2BCEGXn4X2PevB/YlEREQ01%2BR1jUajwc2bN6Xzt3KizrFYLIiNjUVKSor0OXltFxYWhszMTGRnZ8PpdGJwcBAWi0Wq4e62lw8AXC4XWlpaUF1dDaPRiISEBOj1%2BjHf6/ssABAUFISGhgZ0dHRI54R9ifm82tparFu3DgaDYepfHhERERERERHNCwxAJyIiIiIiIiKiSZNvPPHHAbPxrq9WqxEWFobVq1cjJycHGo0GPT09sNlsXhuipxKyabVa0dvbiwsXLqCzsxPDw8NIS0vzeh6xqVqj0aCqqgq9vb3jbqAxm81Qq9VYtmwZNzUTERHRfWmuQ9CBz5sk2O12NDU1weFwTHnsAPDCCy/MaqDkjRs38Lvf/W7UIT6xKVylUuH5559HcnLyPR3HZCiVSqjV6rkeBhEREc1zoja7evUq9u3bh%2BHh4VFN8OUH/gsLC/HUU09hzZo10t/FITnxXuBOM4CIiAikp6dj8eLFKC0thdVqnTD4SD6u2QhB7%2B3txfvvv4%2BWlhbp2v39/Whra0NlZSXKy8tRXl6OpqYmdHV1eX1nvs8gH5ter8d3vvMdNkYlIiKi%2B4I/137v1xB0UX8ePnzYa64yMjISBQUFUCqV0Ol0iIuLQ2xsLG7duoWRkRHs3r2b4edERERE/99UQtDlr3V1daG/vx%2BRkZFSCPq92J9IRERE9EVXVVWF/fv3o7W1FcDY4edCf38/GhsbsWjRojkNQW9qapq1EPTjx4%2BjpKTEa71Xq9Vix44dCAwMlP6uUCgQEhKC1NRUAJz3IyIioi8HUaeJRvaTDb9UKBS4ffs2fve738HhcIyaDxQ11rp16/Dkk09CrVb7de5vZGQEp06dgkqlkkLOU1NTkZSUhKCgICQlJSE/Px9Lly5FaGgokpOTkZiYiA0bNmDv3r3YvHkz4uPjAbDuIyIioi8PefBlRkYGQkJCJlWjiX18ZrMZH3zwAUwm07hrwYsWLcKLL74onTmZaZ0lxlZaWor6%2BnrpvgEBAdi2bRtiY2ORnZ2NnJwcmM1mKBQKDA0NSXWtRqNBfn4%2Bdu7ciUcffRR6vZ71HxEREc0r8tqkqKgI%2B/fvl167ffs2rFYrIiIiGIJ%2BlxD0icLPWfsRERHRfCHquJCQEFRVVcFoNI7Z91ihUMBms6G3txcbN26ERqMZ1d9FWLBgAZYsWYLs7Gy0trbCZDJJr92tv4t43Ww249atWyguLkZYWBgCAgJgMBjuesZXp9MhJiYGp0%2Bfluou3/uJmtJut0On0yEjIwMqlWpK3xsRERERERERzQ8MQCciIiIiIiIionGJTSbyJlOC7%2BYTfzQdkDeM8ng8UhD6ihUrsHjxYiQmJqKxsRFOp9NrQ/Fk7ys29dy%2BfRvXrl1Da2srDAYDgoODodVqpefV6/UIDg7GxYsXx9yYLX4fHh5GVlYWQkNDZ/TcRERERHNlLkPQAUCj0SAiIgINDQ0wGo2TCsKUe/7557F9%2B3a4XC4AuOcHzrq7u3HgwAG0tbV5hbADd2rSvLw8bNmyBYGBgfd0LERERET%2B1NDQgD//%2Bc9obm4e9Zr8wP/OnTvx9NNPIzY2VprDG68Gk9eFarUaMTExyMvLQ3l5OQYHBydVN97LEHSPxwOPx4PLly/j1KlTsFqt0t/EveWh7vJad6yaVbxHpVIhISEBzz//PNavXw%2BAzRGIiIhofhlrDs/fa7/3Wwi6eF6j0YjTp0/D5XJJNZ9Wq8WmTZug0WigUCig0WgQFxeHxMREJCYmYs%2BePQBY8xEREREJMw1Bj4qKQmRk5Kg5OSIiIiK6O6vVisrKSvT29gK4%2BzmL/v5%2BNDc3Iy0tbc5C0Nva2mYtBP3kyZNoamryGpdOp8OOHTug0%2BnG/RxrUiIiIprPRG0l3/c23fCjiX4fi9vthtvtRlFREWpqaqBSqbzOWMivU1hYiJycnElf%2B27EMzY3N%2BPChQtSfenxeJCbm4tFixZJ30lgYCCio6OxbNkyrFq1Cnl5ecjMzER4eLjXeFj3ERER0ZeFvO4RIUOTPd8BAH/6059w9erVMT%2BnVCqh1Wrx1FNPYdGiRX7fV1dRUYG6ujrp3larFWvWrEFISAiUSiViYmKwevVqFBQUYPHixVi7di0eeughbNu2DY888ggWLlwItVrN/X5EREQ0r4wXfq5SqaSzFG1tbQxBx8Qh6PL5SYafExER0Xzn8Xig0%2BmQmJiIc%2BfOwel0jqrFFAoFlEolTCYThoeHsWrVqgnrP51Oh%2BjoaDz44IPQaDTweDwwGo1ea8njjUXeW8VisaC0tBS3b9%2BGy%2BVCSkqKV6%2BVsc4jR0ZGQqvV4vr16%2BPWqaKfi8ViQX5%2BPnQ63T09N0xERERERERE9wYD0ImIiIiIiIiIaBSxYURs3K2vr0dDQwMqKipw7do1VFVVSY2pBgcHERkZKb3XX01HxTXEhpSoqCjpgFl4eDgsFovUmAu4E24%2BmecS125ra0NNTQ1qa2uRmpqKkJAQ6b0LFixAf38/mpqaRl1X/D4wMIDFixcjOTmZzVaJiIjovuWvEPTU1NRphaAbDAbExcWhpKQENptNah4w2bGvWbMGWq32ntdjdrsdxcXFOHnyJOx2u9dr8o3ju3fvRlZW1j0bBxEREZG/DQ8P49ixYyguLh51OEwefr5r1y7s3bsXQUFB0utTqb/cbjdCQkKwatUqVFdXo7%2B/f85C0MVcpslkwh/%2B8AcYjcYJr3e3eUfxPel0OqxcuRJ79uzBihUrpM%2ByOQIRERHNNXn9pFAoMDIygqGhIVRWVqKxsRENDQ1ob2%2BHyWRCWFgYHA4HNBqN9PnpNsa6X0LQxTU/%2BeQTqcGCEBwcjO3bt3t9H0qlErGxscjMzATAhlhEREQ0v4kaajI1nXzf4EzqrpmGoEdGRiIqKooh6ERERERTFBwcjICAAHR3d6O/vx/A3dd0TSYTWlpakJaWNq39f/4KQW9sbLynIeilpaV4%2B%2B23pTGL5rDx8fHYsWOHFPRERERENJ%2BNVV/Z7XYoFApYLBZ4PB6o1WoA3nXgvVxnVSgU%2BOCDD9DX1zfuPrvY2Fj87d/%2BrTQ2f90bAMrLy1FWVuYVBB8bG4sVK1Z47d3z/e58zxoTERERzXcT1XSzuaba19eHgwcPwmQySfWXIH4PCAjA3r17YTAY/DYu8YxlZWWoq6uT7uXxeLBp0yZERERI99JoNNDpdEhISEBiYiKio6MRERHhdR3WgURERDRfTBR%2B7nK5pDkuEYJusVgQGRnJEHSfEPSamhq4XC4ADD8nIiKi%2B4OoaURv5Vu3bk3Yd89isSAuLg6xsbETXtftdkOtVmPJkiXIyclBYGAg6uvrpbm0u/VtFjWfy%2BVCV1cXrl69CpPJBL1ej7CwMKhUqlFzleLngIAAtLe3j9u/RczL9ff3Y2RkBGvWrOE8HREREREREdF9iAHoREREREREREQEwPvAm91uR1tbGz788EMcOnQIH3zwAc6fP4%2BysjJUV1ejqqoK5eXluHDhAk6dOoWamhrU1dUhLi4OAQEBUvMnfxyU8220EBwcjCVLlqCgoAABAQEICAiQNk4DGHfztC/xvuHhYbS3t%2BPcuXNwOp1QKpWIioqCSqWCzWZDaWmpV7i77%2BdbW1uxevVqGAyGGT0nERER0VzyRwj67du3p9UE1ePxICoqCqmpqTh37hzcbvddN0kDn9djHR0dqKysRH5%2BPgICAiZ1v%2BmqqKjAO%2B%2B8g4GBAa/aUN6kobCwEF/96lel5%2BLmaiIiIprPxHxgdXU19u3bB7vd7lXnyMPPH3roITz99NPQ6XTTvp%2BoOYODg7F8%2BfI5DUEXn3v55ZdRW1s76TnFsa4hvqfQ0FDs2rUL27dvx6JFiwCwJiQiIqK559uss7a2FuXl5fj973%2BPo0eP4vjx47hy5QquXr2Ky5cv49y5c7h8%2BTLKyspgMBigUqmg1%2BunHYJ5P4WgA8DRo0fR1tbmdf3w8HBs2bJlwmb8rPmIiIhoPhJ1k6hVBgcHcfv2bTQ0NKCkpAS3bt1CQ0MD6uvrYbPZ4HK5oNPpoFKppM/MpPZiCDoRERHR7BI1VXx8PJxOJzo6OjA8PAxg4vkrj8cDk8mE1tbWOQ1Bb29v9wpB9%2Bc8oNFoRFFREdra2qQGrOL%2B6enp2LRpk1/uQ0RERHSvKRQKOBwO2Gw2nDp1CpcvX0ZRURE%2B/fRTHDt2DOfPn8eVK1dw69YtKJVKOJ1OhISESHXVvZhnKykpweHDh8ec%2BxP3SkhIwKZNm6BUKv0egFlaWoqqqiqv%2B0dHRyM/P99rDL735XwjERERzXe%2B82Mulwt2ux3t7e3o7OxEX18fTCYTtFotPB6P1/62e7nHrrKyEocPHx7zNVGTbd26FRs3bvTrODweD1wuFz7%2B%2BGN0dXVJ91MqlcjLy7tr8JPAOpCIiIjmG1GfjBV%2BLviGoFutVkRERDAEXRaCrlQqUVlZyfBzIiIiuq%2BIvXNKpRLl5eWwWq3j1mFDQ0MIDAzEqlWrAIy/9ivqPKVSCb1ej6VLlyI1NRVarRbt7e1wOBzjrqEK4tpiLI2NjWhoaEBHRweWLFkCrVY75ufCwsKkHs7A2L2hxd/MZjMSEhIQFxc3%2BS%2BMiIiIiIiIiOYFBqATEREREREREX3J%2BTa9v3LlCj7%2B%2BGO8/fbbuHnzJoxGo/Qe%2BaE38bPH40F3dzcaGhpQXFwsHZKLjo72%2B%2BEveWNVlUqFzMxMrFmzBklJSRgZGYHVaoXVavUKHxovuEj%2Bd5VKBbvdjtraWpSVlcHpdCIlJQVpaWno6upCU1PTqOuI78Tj8SAlJQWJiYn39CAgERER0b3mjxD06TRBFTVVbGwsoqOjUVJS4hVwNNE9lUolent78dlnnyEnJwchISFTeubJunXrFn7zm9%2Bgt7fXKwhUHn6enZ2NZ555BqGhoTwIR0RERPcFhUKBvr4%2B/PKXv8TAwMC4dc66devw1a9%2BFeHh4X65p9vthsFgwKpVq3Dz5k309fVN%2BrP%2BDEE/dOgQPv30U6jV6ilfx3feMSkpCX//93%2BPvLw8REREeI2ZiIiIaK6IOSoxd3f48GG88cYbKCkpgclkgtVqlebYxFycUqnEwMAAuru7cenSJTQ2NmJkZAQZGRnTbop/v4Sgl5SU4P3335fGJK6/aNEiFBYW%2BvVeRERERLNBoVBgaGgIlZWVOHDgAIqKilBUVITLly%2BjvLwcFRUVKCsrQ1lZGYqLi3H8%2BHFUVVWho6MDOp0OQUFB0Gg00vWm0ySVIehEREREs0es8apUKqSkpGBkZARtbW2w2Wx3/ex8DEH31zyg0%2BnE5cuXcerUKdjtdqkWFevEBQUFyMzM5FkQIiIimpfkddTw8DAaGhrw9ttv4/Dhwzh16hRu3ryJnp4e9Pf3Y3BwECaTCV1dXaivr8fFixdRUlKCnp4ehIWFISgoaFp75e6mrKwM5eXlY875ifts3LgRK1eu9Ot9PR4PHA4H9u/fD5PJ5PVaWloa8vLyWN8RERHRfcm3/0tTUxOuX7%2BOt99%2BGwcOHMAnn3yC48eP4/Tp0zh79izOnTuH8%2BfPw2azYWhoCPHx8V59WfxVE4lrffzxx2hoaBjz/K/4ff369dJeQX8R38nhw4fR39/vNa6srCykpaVxTZmIiIjuW9euXcNvf/tbAIBGo4HT6Rz1Ht8QdIvFgsjISIag//86NSsrC1lZWdi2bRsAhp8TERHR/SU6OhpWqxVVVVVj1nWi9qqvr0dCQgISExMnrP185wfj4uKQlZWFpUuXorGxETabTao579azWR5YXldXh5KSEkREREhnTsT7xLjT09NhNBrR3Nw85rOIe1ksFoSGhmL58uXT%2B9KIiIiIiIiIaM4wAJ2IiIiIiIiI6EtM3vS%2Bs7MTBw4cwOuvv47m5mY4HA6vxqEejwdut1vaMCJ%2BloeNW61WNDY2oqSkBDqdDmlpadNuhD8R%2BcZptVqNxMRELF26FCtXroTRaITT6YTFYhl1uG88YmONy%2BWCxWJBZWUl6uvrYbPZkJeXh%2Bbm5jGDmBQKBex2O4aHh1FQUMDDcERERHTfUygUcLlcCAgImPUQdABITk6GwWBAWVnZpEPQVSoVzGYzysrKEBoaipCQEOh0Oun1mdZotbW1eOWVV2A0Gr1CQeWioqLw8MMPIzc3F0qlknUhERER3RecTicOHjyI8vLyceuc5ORk7Ny5ExkZGX67r6jRgoKC0NTUhPr6%2Bkl/1l8h6Ha7HXa7HTdv3sTQ0JD09/EaGojri/pU1KiZmZkoKCjAd77zHcTGxkKtVk9pHERERET3ilgHdjqdOHPmDA4ePIiTJ0/CbrdLr4n6T6wDi58BSK8bjUaUl5ejo6MDwcHBCA8Ph0qlmnINNt9D0Ds7O/Hhhx%2Biq6tLej4hMzMTa9as8ct9iIiIiO4l%2BdrowMAAbt68iVdffRVnz57FzZs3MTg46FXnyNc1PR4PnE4nenp6UF1djbKyMpSWliImJkaay5tuk1SGoBMRERHdO75nPcS8nlqtRnp6Ovr6%2BtDW1gaXyzWpa013/5/grxD0hoYGrF%2B/HiqVatL3Hs/NmzfxxhtvwGw2e9WU4nv6xje%2BgbCwMNaZRERENC%2BJGqWkpARHjhzBvn370NLSArPZDMB7v5v8HK2oCy0WC%2Brq6nDr1i1UVVVh%2BfLl0Gq1fhmbWK89dOgQ2traJmyMn5mZidzcXL/N74l5RJvNhiNHjmB4eBjAne8rMTER69at83vYOxEREdG9Jub4LBYLGhsbsX//fnz00Uc4e/Ysuru7MTw8PKrvy/DwMMxmM65fv44LFy6go6MDKpUK4eHh0Gq1fqvBxDXef/99mEymMWs/URM%2B8cQTWLBggV/rPwBoaGjAoUOHvAKVAODBBx%2B8a%2BgTERER0XwWFhYGo9GI1tZWr56AvhiCPvb4xTxgdHQ0AIafExER0f1F1DJJSUlobGxEd3f3qPfIz9mazWYsWbIEwcHBd722vDbUaDRYsGAB1q5di%2BDgYNhsNvT29nqdKR6v7pP3WxkYGMCNGzfQ1tYGg8EgnTlRKBRwOp1QKpWIiYlBfX09TCbTmOMS97p16xYWL16M2NjYSX1XRERERERERDQ/MACdiIiIiIiIiOhLSt70/uzZszhw4ADOnTsH4E7jg4nCJn3Jm2fZ7XaUlpZiaGgIkZGRCA0NnfYG6fH4XicwMBCRkZF44IEHkJqaCp1Oh%2BbmZmmDstiwM1HTLODOZpju7m5UVFSgqqoKbrcbAwMDY45BqVSit7cXMTExSEpK8suzEREREc0GsfHZt0YStaBGo8GqVavQ0tKCzs7OSV1zpk1QFQoFkpOTERQUhOvXr086BF2pVGJoaAg1NTUwm80ICQlBRESEV8P%2ByYa4i/cNDQ2hrKwM//u//zth%2BLlSqUR%2Bfj4ee%2BwxvzUDIyIiIrqXRM1js9nwwQcfeB1KE8QcWUFBAR566CG/zenJGwfs27cPR44cmfI1/BGCrlKpEBsbi40bN0KtVkOr1aKrqwvA6HlC%2Bc/i9%2BzsbGzZsgXPPfcccnNzERAQwGapRERENG%2B4XC6oVCo4HA689dZbOHHiBBoaGgCMrmvG41sHtba2orW1FSMjI0hOToZWq50XIej%2BWH%2B22%2B0oLi7G2bNn4XA4pGdXqVRQKBR49NFHkZyczLBNIiIimtfk824VFRU4cuQI3nvvPRiNRtjtdq/3inpHXhf61n82mw1GoxElJSVobm5GQEAAEhISprz%2BKjAEnYiIiMi/xDybqIvE3JtSqYRCoYDL5YJWq8XSpUvR09ODtra2Mfe%2B%2BZpPIeh1dXXIzc2FTqeb9L19NTQ04JVXXkFPT4/X/j9RV65btw7bt2%2BXxk1EREQ0H8jPeXR3d6OoqAivv/46Wltb4XQ6vc5XjLfuK5/vA4D%2B/n5YrVasWbMGISEhfhmnqEGPHDmCvr6%2BCdeg09LSsGLFCr%2BfLf7kk09QXFzsFfzu8XiQlZWFlStXci6RiIiI7jtibuztt9/Gp59%2Bihs3bkj768ba%2B%2Bdb9wFAa2srKioqUFNTg/z8fKjVar%2BNb2RkBAcPHoTdbh%2Bz/hO11yOPPIKwsDC/1n8KhQKlpaW4cuXKqHtv2rQJ8fHxfrkXERER0VzQaDRYvnw5ent70dLSMqn9dQxB9x7/RL8TERERzWeidtFoNBgcHER1dTWA0WvB4vehoSEkJiYiNTV1ymd83W43AgMDkZaWhvXr18Nms6Gvrw8Wi2VKvf6sViva2tpw7tw5aLVahISEIDg4WKoDg4KCMDAwgFu3bo37LOJeAwMDyM7ORlBQ0KSfg4iIiIiIiIjmFgPQiYiIiIiIiIi%2BhERzK4fDgXfeeQfHjx9HU1MTAIwb7DgVYjNJfX09zGYzgoODERMT4/cQdF9utxtqtRoxMTFYtWoV0tPTERMTg6amJq9GruNtqAa8m7OKDTFjhZ8LokFYYGAg1qxZw83PRERENO/JG4UCgMPhgNFoRE9PDxoaGtDa2gqz2Yz%2B/n7o9Xps2LABdXV1MJlMs9IEVaVSYeHChQgKCkJlZeWUN0a3tLTgs88%2Bg06nQ0REBHQ6ndRcCxj7sJpvQ9jGxkacOnUKH330Efr6%2BsaskUVNuXz5cvz1X/81goKCGHpJREREUzYX9YO4X1FREc6fP%2B/1N8Hj8SAlJQXf//73oVar/TKnJ0jNnqMAACAASURBVA9hevfdd1FUVAQAd631xnuGmYagu91u6HQ6ZGdno6CgQDrkZ7FYEBQUBJVKBZVKBa1Wi5iYGKSkpGD9%2BvXYu3cvHn74YSxfvhxarVaqC2e7KQMRERHRWET4ud1ux69//WtcuHABIyMjAO40pZoKeUMqk8mElpYWtLe3Izs7GwEBAXMWgu7xeJCTk%2BOXWrq6uhpvvfUWBgYGvAI13W43tFot9uzZg%2BDgYM77ERER0bwln5s6ceIE9u/fj6qqKjgcjgn3yY13Lfk17XY7Ojs7UVxcDKvVCoPBgIiICK%2B6brIYgk5EREQ0M/L6S6FQoK%2BvD9evX8eJEydw4sQJFBUV4fjx4zh58iSKi4tRX1%2BP/v5%2B5Obmoq2tDQMDA/dVCHpnZyfq6uqQkJCA4OBgaX5wMuNwu92orq7GK6%2B8gu7u7lHh5%2BLnnTt3Ii0tjbUlERERzRtij53L5cKVK1dw4MABnDlzRnpdfi5isjweD0JDQ/G1r33Nb2us8vGcPn0aJpNp3NcBIDExEWvWrPH7vN6xY8fQ0tLidR4YALZs2cI6j4iIiO4L8vqot7cXly5dwssvv4z6%2BnoMDQ0BGDv4fKzrAHfOZtjtduTn5yM3N9ev5xyMRiOKioom7NUCALm5uVi4cKHf7uvxeDA0NIT33nsPRqPR6wyHx%2BPBAw88gISEBL/dj4iIiMiXvG67V2eC1Wo1li1bNq0QdKvVioiIiC91CDoRERHR/U6hUCApKQmlpaVSzzvf%2Bkv0kG5ubsbGjRuh0%2BmmVPuJ9ymVSmg0GqxcuRLx8fEIDg5GXV2ddL%2BJrifeI8Z3/fp1tLe3Y3h4GBkZGQDu9BC8du0a%2Bvv7x3wW8bvFYkFGRgbi4uLYv4%2BIiIiIiIjoPsEAdCIiIiIiIiKiLxl50/v//u//xsWLF70Ov800/Bzw3pTc1taG/v5%2BBAUFIT4%2B/p6GoPtuEo%2BNjUV2djbWrVsHtVoNl8sFk8k0atPMdMm/r%2BzsbKxcuXLmD0FERER0D4k6bGRkBLdv38aBAwdw%2BPBhvPfeezh58iTOnj2L4uJinD17FidPnsSxY8fQ2toKjUaDvr4%2BOByOSd9nJk1QtVotUlJSEBISgvLy8kmHoIuGXlarFdeuXUNzczPa29uRlJQEpVIJtVrt9Rnf4HOj0YjLly/jjTfeQEVFBYaHh8eskVUqFdxuNxYvXowXX3xRCtzkITwiIiKaqukEBc2Ux%2BOBw%2BHA4cOH0dXVNWqOTKVSQalUYvfu3cjMzPRLneMbfv7nP/8ZwMzmI2cagi5/n0KhwMKFC5GZmYmCggI89NBD2LhxIx566CFs374djzzyCAoLC5Gbm4uoqChoNBqveU4eoiMiIqL5QKwD22w2/Nu//Rtu3LjhFYg03XVR%2BbyezWZDS0sL6urqsGrVKuh0OrhcrinVi/4IQa%2Burobdbkd2dvaMatWGhgb8z//8D3p6erxqU1Hjbd68GQUFBQzYJCIionlN1CkfffQR3nzzTQwPD0v1y0z2xvk2ya%2BtrUVHRwdGRkaQkZEBhUIx5VrQnyHoRERERF8WvmuSJSUlOHnyJP7whz/gzJkzqK2tRVtbG8xmM8xmM0wmE4xGI%2Brr63Ht2jXcuHEDPT09sNlsU7rnXIagi8/39PSgvr4eCoUCERERCAoKkuYW5deQ/9zf34%2BrV6/ij3/8oxSGJJ/3E9fftGkTnnnmmVGfJyIiIporYo%2Bdw%2BHAe%2B%2B9h2PHjqG2thbA9M7BitpHp9Nh69at2LRpEwIDA/0%2B7hMnTqC3t3fC9wwMDCAvLw8Gg8Fv971y5QreffddAN6N%2Bj0eD3bs2IHY2Fi/3YuIiIjoXpCfsaipqcGnn36KgwcPwmKxeJ2lnWwdKPblAcADDzyAXbt2ISQkxK9jHhwcxNGjR8etT8Xfly5dikWLFvnlnuJ76urqwqFDh2Cz2bzuHRERgaeffvqe1LpEREREAKQ9cvLeJAxBH3ssDEEnIiIimj632w2NRoOEhASUlpbCarWOqufEGduhoSEMDQ1h2bJlo3rqTeV%2BYm/f8uXLsXjxYrS3t8PhcMBut9%2B1lvM971FRUYGmpiakpaVBpVLBYDAgNTUVly5dkq43VqC71WpFR0cHCgsLpXlR7uUjIiIiIiIimt8YgE5ERERERERE9CUiDz//%2Bc9/joqKCq8GUeMdflMqldLrk91UPFYD0qCgICQkJNzTEHTAuym%2B2%2B1GSEgIcnJysGnTJmn8PT09Xs8%2BVfJGWF/5ylfwzW9%2BEwCbXxEREdH8I69P7HY7mpqa8Oqrr%2BL48eOoqKiA0WiE0%2Bn0qo1EHed0OtHW1obOzs4pNUAV951JE1S1Wo20tDSEh4ejtLR0UiHognhfd3c3ampqUFJSgs8%2B%2BwwOhwN9fX3QaDRwuVzo6%2BtDb28vqqqqUFRUhMOHD%2BPkyZMYGhqCy%2BUas0ZWqVRwuVyIj4/HD3/4Q4SEhDD8nIiIiKbsRz/6EUpLS/HAAw/Megi6QqFAfX099u/fD2B0QyyPxwOPx4M9e/YgIiJixuOabPi5b603mfvONAR9rPsoFAqoVCoEBgYiKCgIgYGBUKlU0rPIwwU4D0hERETzhdvtltaBf/KTn%2BDWrVvTaoI/GQqFAkajERUVFVi3bh0CAwNnNQRdPNfNmzdhNpuxcOFC6PX6KdXVbrcbNTU1eOWVV9Dd3e1Vm8q/t507dyIpKYl1HxEREc1L8rXX/fv348MPPwQwvTCku91HXNNoNOLWrVu4ffs21q5dO601Un%2BFoN/rPYhERERE84FYa3W73WhsbMShQ4fwxhtvoK6uDlarFWq1esy9a/LzHyMjI3A4HFO%2B91yGoIvPKhQKmM1mNDY2oqGhAfHx8YiIiJBel78XAGpra3H06FEcPnwYJpNp1Jq0kJSUhMcffxzR0dHc%2B0dERETzgqhJ7HY7fvvb3%2BLMmTPo7%2B8HMHqfndzdzv0qlUrk5ORg9%2B7diI6O9uuYxT7DM2fOTBiALuq6jIwMJCQkTHlteSydnZ344IMP0NXVBZVKJX0/Ho8H8fHxePbZZ6fd6J%2BIiIhoNsjnpC5evIj33nsP5eXlUhDQePXfZKSnp%2BPRRx9Fenq6v4YrcblcOH78ODwez5hjFLWp3W7H6tWrodVqZ3xPhUIBu92OV199Fa2trdL6sbiXXq/Hww8/7Jd7EREREfkS/fqcTif%2B6Z/%2BCe3t7Vi1atWUzwT7vneizzIEnYiIiOjeGa8%2Bmg/nEsT9AwIC0NXVhZaWljH734nfnU4nUlJSsGDBgmn1q/F9f1xcHHJzcxEdHY2enh5pvRoY/4yK7/fW1taGqqoqWK1WhIeHIzk5GSMjI6ivr4fL5Rrz80qlEn19fQgICMCSJUvm/P8DEREREREREd0dA9CJiIiIiIiIiL4kxGZqm82Gl156acKm9/JDX8CdZgTiZ0Ee9jMW3%2BanZrN51kLQ5WMU/2o0GixduhQ5OTlYtGgROjo64Ha7pYOAE22wlpMfGty1axe%2B/vWvAwCbXxEREdG8I69Pqqur8fHHH%2BPNN99EZ2cnRkZGANyp/eQ10Hibnqdqpk1QlUolFi1ahMTERFy%2BfHnSjRvEPcR/Q0NDMBqNuHbtGi5evIgTJ05IjU6PHTuGy5cvo6WlBYODg9J9x6uT3W434uPj8dJLLyE0NJQ1IBEREU3Zf/zHf6CyshJtbW3o6%2BvDmjVrZi0EXdRJ165dQ1lZ2Zh1j1KpRGRkJPbs2QOVSjWjMU0l/FwcWHvsscfgcDhgMplmLQTd93rTeY2IiIhorsib4f/yl79EdXX1uE1Q5Wui8p%2BnunarVCrR39%2BPq1evYv369XMWgt7Y2Iju7m5otVrExMRIze19Pyt/toGBAVy7dg1/%2BMMfYDQavb4reUOIzZs348knn5z08xARERHNJvm82759%2B3DgwAEA8Ar78Sd5PeVwONDS0oKqqipkZmZCr9dPed7MXyHovvsciYiIiL5IRM3ndDpx9OhR/OUvf0FxcTGAO3Nn8qBHQT7fNdN6aT6EoAOAzWZDZ2cnTp8%2BDaPRiP7%2BfgQEBMBms8Fms6GyshLFxcV4/fXXcevWLVgslnHnSAMDA7F582Zs2LBhxuvhRERERP4gzv3a7Xb8%2Bte/xpUrV6S9dL4N7X3PwI537letVsPtdiMyMhLf/OY3sWjRonsydqVSiZaWFtTV1Y07v6dQKOBwONDX14fNmzdLddp06zCn04kLFy7g3LlzcDgc0j3F/dPT05Gfn89aj4iIiOYt%2BVrvyZMn8eabb6Krq0v6%2B3jB4qK2EbWeQqEYNf8XEhKChx9%2BGBs3bgTg/%2BAmu92Ojz/%2BGHa7fczX5eFLa9euRUhIyIzPybjdbpw/fx4XLlyAzWbzqv8AYMuWLcjLy%2BO6MREREfmdPPz8Jz/5CZqbm1FfXw%2BHw4Hc3NxJnwmW13%2BXLl2CVquFwWBgCDoRERHRLJPXRU1NTWhra4PH44HBYJi13siTERAQgMDAQJw/f16qJceqvQYGBgAAeXl5Mx6/%2BJzBYEBaWho2btyIoaEh2Gw2aZ/f3fo0izlMs9mM%2Bvp6VFRUID09HXFxcaiursbg4OC44fPCypUrERAQMCu9d4iIiIiIiIho%2BhiATkRERERERET0JeB2u6UmCD/96U9RX18/5uE33/DLlJQULFmyBDt27EBhYSFycnKwePFimM1mAJ83krpbU6z5EIIOeG%2Bq1uv1SEpKwooVK7BkyRL09fVhYGAALpdLGu94fMPPv/GNbwBg%2BDkRERHNP/L65OzZs3j//fdRVlYGu90OlUo1ZqOru9V2d9uEPBZ/NEFduHAhsrKyUFVVBavVOq0aUh7k5PF44HQ6peuI70NcU/6M8vuIhlg/%2BtGPEBoaKh1aJCIiIpqsX/ziF7h27RrUajUAoKGhAb29vbMWgi6ufejQIbS2to7bcDQ8PByPPvrorIef79mzB88%2B%2ByyWLVuGmpqaWQ9Bny%2BHEomIiIgmS6xtOp1OvPrqq7h69eqY68Ci2ak8EEmr1cLlckl1qPy9d6uJPB4PVCoVBgYGUFJSggceeGDOQtA7OjrQ3NyMzs5OZGZmQqvVSu8Rnxf/NjQ04Pjx4ygqKoLJZBq3YWxqaiqeeuopREZGslkCERERzTvyebcPP/wQH330EYDR827AndpurHVgea00lXVg8f7u7m7U1NQgNjYW4eHhU143ZQg6ERER0fjkIZi///3vcfr0abS1tQEYXfeNFYIpiJ9FrTSd2mmuQ9AFsa7c1NSEa9euobi4GMeOHcOpU6dw%2BvRp3LhxA3a7Xbqeb10pnn3ZsmX4xje%2BAZ1OxzqSiIiI5pyo%2B2w2G37%2B85%2BjsrJywrMc8vXeuLg4ZGRkYP369cjIyEBGRgYsFgvUajWGh4cBAN/97nexYsWKezJ2Mc7u7m6UlpZOOL%2BoVCrR09MDm80mBR5NtRYT67YNDQ144403MDAw4DWfKGri559/HgsXLmSdR0RERPOSfK33k08%2Bweuvv%2B61V873XOtYNY1vXQhAOh%2B7ZcsWPP3006Pu5c%2BxX716Ff39/eOu7SqVSoyMjMBoNGLDhg3SeKdbn3V1deHAgQNobm6W/ib/rrZu3YqUlBTWf0RERORX8vDzl156CbW1tdBoNHC73bh58%2BakQ9DlNVlRURF%2B//vfo6OjA1lZWdDr9QxBJyIiIpol8nqooaEBf/7zn1FUVISmpiYAQHJysvT6fDhPGhMTA6VSiRs3boxZy4l6q7m5GREREUhLS/PbmN1uN7RaLVavXo2EhAQEBgaivr5eqv0mOnsixuB0OmE2m3HmzBkkJycDgNf83lif6e7uhsFgQGZm5px//0REREREREQ0MQagExERERERERF9wYlN0Ha7Hf/%2B7/%2BOmpqaMTeNiA3MarUacXFxUtjQ5s2bkZ6ejoULF2LRokXIyspCfn4%2BcnJyYDab0dHR4XWNu21KnusQdDm9Xo/4%2BHgUFhYiOjoaer0ejY2N0pjlwaAAw8%2BJiIjo/iJqnwMHDuC1115Df3%2B/VLeImsa3samoy6KiohATEwODwSCF/DgcDq/PTSYISZhpE1SPx4Po6GhkZmZieHgYAwMDsNlsU6rB5M1dfWvW8TZUy%2BvbwMBALF%2B%2BHC%2B%2B%2BCJCQkLgdrsZfk5ERERT8otf/AKlpaWjmm42NTXNagg6AJw%2BfRqdnZ1j3kfUTRs2bEBgYOC0xjKd8PNnnnkGTz31FNxuNwwGg1cI%2BmQCmKYbgt7b24vu7m6EhYXN6lwlERERkT%2BI%2BvHw4cM4c%2BYMHA7HuME%2BYj7voYcewrZt2/C1r30NmzdvxpYtWxAVFQWdTjeptV9BrKcODg7OeQj64OAg6uvrcenSJQwODkKhUEgBRk6nE3V1dbh06RJef/11VFVVwWKxjBt%2BbjAYsGXLFqxduxYqlYq1IREREc0rogYCgCNHjmDfvn0APp9nGysEU8x3aTQaqFQqJCYmIioqCgEBAQgODsbg4KB0XXkg%2BmQolUqYTCbU19dL68parXZKz8MQdCIiIqLR5OHnv/rVr3D58mXYbDYA3sE%2BovYRv0dGRiIpKQnr169HQUEB1q9fj1WrViElJQULFiyQ1l0dDseofYN3c69C0FtaWiYdgi7eI8bscDhgs9mkecSJnkfUy%2Bnp6XjxxRdhMBh4BoSIiIjmnDiPYLfb8a//%2Bq%2B4devWuOd%2B5Wchtm7dikcffRQvvPACNm3ahKVLl2LZsmVYvnw5Nm3ahHXr1qGvrw/bt29HYWEhANyTuTNxzYCAAFy9ehU2m23c2lL8fWBgADqdTgqonOxeSVG7GY1G/Od//ieMRqPXeq/4jjIyMrB161bo9Xr/PSgRERGRn8jnow4ePIg333xzzHrId%2B4uODgYoaGheOSRR7B%2B/Xo8/vjjWLt2LVatWgWNRiOt265evRrf%2B973Rt3LXxQKBVQqFdrb23Hr1q0J5xWVSiV6enqgUCiQmZk55fVc%2Bfeyf/9%2BFBcXS2OQy87Oxre%2B9S2uExMREZHfKZVKOJ1O/PCHP0RDQ4M0FyXqmsmEoPuGn%2B/fvx8A0N/fj7a2NixZsoQh6ERERESzwDf8/MiRI7h69SqsViu6u7tx5coVmEwmqNVqLFiwQNprNldzTmK8gYGBaG5uRl9f36ixyOstp9OJ9PR0BAcH%2B%2BX%2B8vo2JiYGK1euREJCgtT3z%2BFwSH2aJ/qORC%2BZiooKaDQaDAwM3LXPX3t7O9LT0xEVFeWXZyEiIiIiIiKie4MB6EREREREREREX2BiE7TD4cBvfvMbfPbZZ2M2chebbIKCgvDoo49i9%2B7dWLt2LXQ6nXQdsbnE7XYjMDAQCxYswKZNmxAQEICRkRGYTKZJb0qeyxB0X%2BLZkpKSsGbNGqSmpkKv16Ozs1NqFAZ8vhlchDEx/JyIiIjuF%2B%2B99x7ee%2B89AKMbX/kGb6akpGDbtm3Ys2cPdu3ahZ07d2Lz5s3Yvn078vLypPrQ4/HAZDJJ95iNJqiiXoyIiEB6ejpCQkJgNBoxMDAw5Ub8kyWvm%2BPj4/Hggw/iueeeY/NTIiIimhZ5%2BDnw%2BZySfL5sNkPQrVYrjh49CpPJNOE9Nm3ahLCwsClff7rh508%2B%2BSSAOwfiRAh6ZWUlzGazdAhuIiIEvbKyEsuWLUNISMiYNaf8%2B33ttddw8eJFREREICYmhiHoREREdN8QNUt1dTWOHDmCrq6uUe8RNZhOp0N%2Bfj6effZZ7Ny5E6mpqTAYDAgLC0N4eDiysrKwYcMGREdHQ6lUor29XQo4n%2B8h6PKGr4ODg6iursbZs2dRUlKCEydO4Pjx4zh%2B/Dg%2B%2B%2BwzWCwW6T7jBQcsX74ce/fuleZCWRcSERHRfCJqkytXruCNN96QmkeJeTbAex4uJCQEmZmZ%2BPrXv45du3Zh9%2B7d2LZtGwoLC7FlyxZkZmZi8eLF6OzsBADY7fYpNZ9XKpUYGBhAc3MztFotYmJiEBAQMKVnmmkIelRUFCIjIxmCTkRERF8I8hDMn/70p7hx48aY9Y2ofdRqNYKDg/H4449jz549ePzxx7Fs2TKkpaUhOTkZqampyMnJQV5eHvLz85GTkwOLxYKBgQHY7fZJzQEK9yIEPTo6Gh0dHTCbzV6BAXcbh/zfsV6TE/VxfHw8fvSjHyEkJIT7/4iIiGjOiXrEbrfjZz/72YTh5263G1qtFtnZ2di7dy8ef/xxJCcnQ6FQwOl0QqFQSOutWq0WwcHBeOCBB5CRkQHg3oSfA3fmKg0GA65du4bu7u5x6znx3qGhIZjNZgQEBCAxMVF6vruNT%2BwL/NnPfoaOjg7pPDTgPR/62GOPYcWKFf58TCIiIiK/kM9HHTp0CO%2B88w6A0Wdz5b%2BL8PBvf/vb2LlzJ9auXYv09HRERkYiLi4OSUlJWL16NQoKChAUFIS9e/dCo9Hcs7kvUVeKvYITzeV5PB643W4MDg5Cq9VK9etkaj%2BxJgwAb7/9Nj755BMA3t%2BN%2BHnjxo3Izs6WamIiIiIifzpy5AjOnj3r1adFvn9tohD08cLPVSoVHA4HjEYjOjo6GIJOREREdI%2BNFX5eXFwMh8MBpVIp1TqNjY2ora1FQ0MDlixZgsDAwDGvMRvEvcLCwtDd3Y2ampoJa6je3l4kJycjJSXFb31qxDXEsycmJmLJkiVISUlBQ0MDhoeHpfdOpjbt7e0d1QPb970A4HK5EBYWhqysLM73EREREREREc1jDEAnIiIiIiIiIvqCEhs%2BXC4X/vSnP%2BHs2bNwuVyjNoeIBqjBwcH41re%2BhcLCQsTFxUnX8D3sJd9krVAosGTJEixYsAAulwutra33XQi67%2Baa%2BPh4LF%2B%2BHPn5%2BbBarfB4PFJDLQDYvXs3w8%2BJiIho3pJvQH7nnXdQVFQEAF4NngDvJk%2BZmZkoLCzE9773PeTm5mLBggUIDAyEQqGAWq2GQqFAcHAwoqOjsWzZMmzbtg0BAQHQarXSobTJNgiYaQg6AAQFBSElJQWrV69Gd3c3%2Bvr64HQ6peeaTDPWifgGxa9evRo7d%2B7E1q1bodPpWAMSERHRlP385z9HWVmZV/i5MBch6G63G8ePH4fZbB7zdaVSCafTCZ1Oh5ycnCnVPjMNPxd8Q9AvXrwIq9U6qeb7SqUSZrMZly5dQmZmJiIjI6XXnE6ndBBRjPHo0aPo6enB0NAQQkNDpRB0IiIiovlMPqd24MABXL16FYB3ULiYEzQYDHjmmWewbds2pKenA7hTk/qu/aakpGDRokWIiYlBRUXFpEKH7lUIulKpRGtrKywWy6hnG28cwJ35veHhYQwODmJoaEiqPcd7FvFdZWRk4B/%2B4R9gMBg4D0hERETzVlNTEz766CO0t7cD8A55lK8L5%2Bfn47HHHsOzzz6LhIQEhIWFQaVSQaFQQKPRQKPRIC4uDunp6cjLy0NKSgr6%2B/thNBql601m/VWhUGB4eBi3b9%2BGUqlEbGwsdDrdlJ5pJiHoZrOZIehERET0hSAPwfzpT3%2BK2traMWsiUfMFBQWhsLAQTz/9NB588EGEhoYCgDQvJ/bAiXMaBoMBsbGx2LBhA%2BLi4mAwGNDQ0OAVqHQ3/g5Bj42NRUxMDPr6%2BtDX1%2Bc1dn8Q69QJCQl46aWXEBoaynk/IiIimnOiHnE4HHj55Zdx/fr1UfvrgDt1n16vx86dO7Fz504sXboUwJ31YvleON9zssK9nCsTzxIVFYVr167BZrON%2B14xjr6%2BPnR3d8PpdGLRokWjQtB961On04mWlhb84he/QHt7u9feQ1FbAsDatWvxrW99S7oG5wiJiIhovpAHen/yySd48803AUx85nfx4sXYsWMHXnjhBcTExECv10vX8q11NBoNMjMzodFovO7lb%2BKe0dHRuPr/2Lvz4KjP%2B37g7720h3ZXt1YSum8JxI0R4r4CxsYQbA4ndmK3TeqkSZwmM51JmzjT/jrTznTapk2bXkkTUtfBjrFxYkjAGCxsTguBACGBTiShA52rY1d7//5wn6%2B/K61WK6ETv18zHovd7/F896/3PN/n%2BXzKymC1WsfMXOJzq9UKq9UKjUaD1NTUUdkv2LmvvfYafvOb3wDw/23E3wkJCXjppZeg0%2BmY/YiIiGhaKBQKVFdXo7%2B/329f63hN0OWZbGTzczGv5fV60dPTg6amJuTl5cFoNAYdC5ugExEREU3cWM3PRc0ReXYT%2B1GbmppQVlYGt9sNvV6PiIiIMd/DzsTYFy1ahFu3bqGzszPgvUW96erqaqxatQpms3lKxyHPgUajEWlpaVi/fj0cDgdcLhesVmvQ%2BoMTWQeoVqvhcrlgt9uxZcsWZkYiIiIiIiKiOYwN0ImIiIiIiIiIHlFischHH300ZkMjsSjabDbjm9/8JlauXOlXfHS8jWNic5nFYkFycjJ8Pp9UBGs%2BNUEXzyNnNpuxZMkSrFy5EiqVCj09Pdi6dSubnxMREdGcJc8nb7zxhtT8PFCzSfHvbdu2Yd%2B%2BfVizZo30%2BXhZTKlUIi8vD0VFRbBYLLh79y7cbnfQDCg3FUVQVSoVjEYj1q5dC5PJBK1Wi5aWFuneYgNhqNcUx4nfSqlUIiYmBjt27MCLL76I1NRUqNXqaS0AQURERI%2Bm1157DaWlpQBG5zJhppugezwefPTRR%2Bjp6Qm6iUylUmHdunUh50R5Hn3zzTdx9OhRABNvfi6I5zeZTMjNzcXly5fhdDpDbsBpt9tx8eJFhIWFQaPRIDIyUhqfzWbDkSNHpIJYANDe3o7%2B/n4YjUYkJiYGfVYiIiKi2Say2fnz56WCWPKcJH8P/NJLL2HNmjV%2BxQtGFhSQv6cNDw9HdnY2CgoKUFZWBqfTOe54pqMJek5ODtRqNVpbWzE0NDTqGYONZSLfid8qKSkJ3//%2B92E2m/kumIiIiOYkkZPOnz%2BP0tJSeDwev0wnn3fbt28fDhw4gOzs7HHnGX0%2BH8LDw5GSkoLNmzfD6/VieHgYfX19Ib8DVigUsNlsaG1thc/nw4IFMdfBUQAAIABJREFUC2asCXp7ezuboBMREdG8J2%2BC%2Bfd///eorKwcswmmx%2BOByWTCl770JWzatAmpqakA/JtgAv5zgOL/IhcuWLAAy5cvx4IFC9Dc3Izh4eGQm49PdRP0%2BPh4LFiwAG63Gx0dHXC5XA/VBF0%2BDp/Ph9zcXPzFX/wFIiIi4PF4oFKpJnVdIiIioqkg5rXcbjcOHz6MCxcuSJ/LyXPfiy%2B%2BiA0bNiAuLk46NpSGkTNBvg%2BjsbER7e3tfs2gRhI5r6%2BvD01NTWhsbMTChQuhVqsD5timpiZcuHABv/jFL/DgwQO/OVC5lJQUPPnkk0hKSuLcIBEREc0p8mxy7tw5/PznP5fmAsdqfr5%2B/Xo8%2BeSTWLt27aiG4YHW/clNdw7yer3QaDRQKpW4ffs23G73mMeK7NfT04P29nY4HA7k5eX5NYwSYxZzk16vF52dnThy5AhOnDghXUf8NmJe0Wg04sUXX0RmZua07LkhIiIiAoCYmBgYjUZcuXJl1Fq2YE3QRTYZq/m5%2BLfL5UJ7ezsyMzORlpY27njYBJ2IiIgodKE0P5cfKyiVSgwMDODu3bu4du0aTCYTYmNjodFopq3%2BSyDye%2Bn1elRXV2N4eDjgc6pUKjgcDgBAfn4%2BNBrNlI9F8Hq90Ol0WLhwIXJzc%2BHxeNDY2Ch9P9l1fyIvJyYm4gc/%2BAEMBsNUDJ2IiIiIiIiIpgkboBMRERERERERPYLEYpUHDx7gnXfeQV1dHQD/xSNi4Y3JZMI3vvENLF26dMKLguWLks1mM9LS0uDz%2BVBTUyMthplPTdAFMQa1Wg2DwYDFixdjxYoVKCkpAcDm50RERDT3yBtzHz9%2BHEeOHAEQvNnkgQMH8OyzzyI6OlrKP%2BNlHHlW02q1yMrKQk5ODhwOB3p7e0NqSCnG%2B7BFUEXmzczMRHFxMRITE%2BHxeGC1Wkc1ZRK5VKlU%2BhW8H9koXaPRQKfTYf/%2B/di1axc2bdoElUo1qhAsERERUahiYmJw//599PT0jGpIJDeTTdBVKhVu376NpqamgNcVn3V1dcHr9UqFF4KRz5cdO3YMr7/%2BOoDJNz%2BXj8Xn8yEyMhIejwc1NTUBC5iOJOYmnU4nKisrUVFRgc7OTrS1teGjjz7C73//e3z00UfSGOXNkhISEpCXl8f5PyIiIprTvF4v3G433n33XTQ1NfnlLvG32WzGt7/9bSxdujSkpj4jCxFYLBYUFRWhrq4OfX19454/HU3Qs7OzodVq0d3dPaEGnKESv1VSUhJ%2B%2BMMfIiIigu%2BCiYiIaM5SKBRob2/Hv/7rv8Jut/vlIvm82xe/%2BEU8/fTT0Gq1fucGuy7w6fvXRYsWISEhAWq1Gg0NDUHXAY68jt1uR1tbG5RKJZKSktgEnYiIiChEosnPq6%2B%2BivPnz0vvSeVE5jObzfjGN76Bxx57zK/QZyjZZ%2BQxKSkpyM7OhkKhQEdHBxwOx6w0QY%2BOjkZycjKioqLQ0NCA4eHhSWU6%2BdjNZjNWrlyJb37zmzCZTPB6vWx%2BTkRERLNOvAs9deoUzpw5A7vdPuqYkblv5cqVIc/1zRaDwYCIiAh8%2BOGH4%2B4rFuO32%2B1oampCWVkZ7t27B5fLhcHBQbjdblRUVODKlSs4fPgwKioqMDAwMGotoqDVarFx48ZRez%2BIiIiI5gKRTcrLy/Haa6%2Bhv79/1NyfPOfs2LED%2B/fvR1paWsh7fmeSfB/u7du30dfXF1JNmf7%2Bfty5cwd37txBeno6lEoltFqtdD2lUgm73Y5Tp07h%2BPHjuHjxovT5yAyo0Wiwbt06rFu3Dnq9nvmPiIiIpoWYx0pNTYXNZpPq6cmzx8gm6E6nE4sXLwYAvP3221LNl5HNz%2BUZZ8%2BePdi1a1fImYZN0ImIiIhCI3JOXV0dTp48iQsXLgRsfj6SyDputxuDg4O4cuUKurq6YLfbkZ6ePqNzUeJe4eHhuHv3Ljo6OgLOxYl/i4wVGRk5bY3a5XWao6OjsWrVKsTFxQEA2tvbpb25E9n/K/KyxWLBX/7lX0q1ZZgViYiIiIiIiOYuNkAnIiIiIiIiInrEyDexHTt2DOfOnQPgX8xJLLwxGo34oz/6I6xYsWLSC1Tk5xkMBqSlpcHj8aC2tjbowpP50AQd%2BLSwq9FolP7NxTBEREQ014jscunSJRw%2BfBhutxsqlcpvsbV88fXzzz%2BPvXv3%2BuWaULOXOE7ktbi4OKmIaVNT06hi%2B2N52CKoI49LTU3F8uXLUVJSAp1OB4PBgMHBQTidTmksPp/Pb1zi76SkJOTm5uLzn/88Dhw4gBUrViA2NhYApm0xNxEREX02mEwm5OXl4d69e%2Bju7g6ad2ayCXpVVRVqa2vH/F6tVsPr9aK1tRW5ublSNgo2bgA4deoUXn31Vb/iCMJEm58LCoUCKpUKarUaV69e9St2H4wYg8fjwdDQEGpqanD9%2BnXU1tbiwYMHAD7NyOJaqamp2LRpE5KSkkIaGxEREdFsUSgU6O7uxi9/%2BUu4XC7pc/l74K997WtYsmTJpK/v9XoRHR0t5dne3t6QMthUN0HPzMxEREQE7HY72tvbH7oJ%2BsiiY9nZ2fj%2B97%2BPiIgIeDweNkEiIiKiOcnn88Hj8eCNN95AdXW137tg%2BTzcoUOHsHfvXumciTagFBksPj4eBQUFMJvNuHHjRsjXkjdBDwsLQ1JSkl9zplCwCToRERF9Vl24cAHvvfcehoaGRn0nMp/JZMLLL7%2BMJUuWPHTOkTcfT09PR1xcHBoaGmCz2cZsWjTy/Klogi4YjUZkZGRg0aJFuHv3LgYGBvz2vwQbj3xNIwDk5uZi27ZteOaZZxAeHs49IERERDQniKx0584dnDhxAvfv3wfgn4lE7jObzXj55ZexePHieTO/ZbFYEBERgWvXroX0TlehUECpVKK/vx%2BNjY24dOkSPvjgA7z//vu4ePEibt%2B%2BjeHhYbjd7lFNQoFPM2JRURG%2B/OUvQ6fTcT6QiIiI5qSmpib85je/QV1dXcBMI971PvXUUzh48CBMJpP0/VzNNhEREYiMjMSFCxfGfZ8rn7tra2vDlStXUFZWhu7ublRXV6OmpgZnzpzB66%2B/jgsXLoza6yGI6yQnJ2Pfvn1ITk6egSclIiKiz6qRNfWam5vR09Mz6riRTdBVKhXu3buHV199FUDw5ud79%2B7FoUOHJvwek03QiYiIiELz4MEDHD9%2BHB988IG0fixY8/ORxBq65uZm3LhxA01NTUhOToZGo4FGo5mxunR6vR4JCQl%2BzzEybykUCgwMDMBqtaKkpGRa6zmPrNOcnp6OvLw8ZGdno6qqCi6XS7r3ePeXNz//q7/6K6n5Off4EhEREREREc1tbIBORERERERERPSIEYs8Ll68iF/%2B8pcA/Bc%2Bi8UoWq0We/fuxfr166HRaKbs/lqtFkVFRRgYGEB9fX3QY%2Bd6E3Rg9KbA2R4PERER0VhaWlrw1ltvobW1FQD8FinL8%2BDBgwexZ88e6ZjJ5hv5eeHh4UhJSUFmZibu3LmDwcHBGSuCKn8OtVoNs9mMoqIirFu3DsuXL0dxcTEKCwuRnJyMrKws5ObmIjc3F4sXL8aOHTvwuc99Drt378bWrVuRmpoKo9HoNwbmPyIiInpYRqMReXl5aGpqmvUm6OLeGo0GV65c8Wv%2BLYhNYkqlElu3bsWiRYtgNBrHvKYY04ULF/D666/DZrONKjgqz6PPPPMM9u3bN%2BFniY2NxdDQEKqrq0NudimOE/eSF0MYOUaDwYDNmzdj/fr13BBHREREc5rIhadPn0Z5eblf80ufzwedTodnnnkGa9aseahcI/JSZGQkcnNzcf/%2BffT09Ixb5GE6mqAvWLAAFosFOp0OtbW1k26CLj/HaDRi%2BfLlePnll2EymeD1epkDiYiIaM4S81vHjh2T5hgB/3m3PXv24MCBAwAw6QaP8jm7sLAw5ObmIikpCZWVlXA6naOOGesadrsdra2tiIiIQGJiItRq9YTGwSboRERE9FkhsorT6cTRo0dRU1MDwD9ziXk6g8GAF198UXp//LDk19Dr9UhNTUVubi6qqqowMDAwo%2Bv/BJVKhejoaJSUlECtVsPr9aK7u1v6XmRcpVLp9w5YZEKNRoNt27bh2WefxZIlS6DVatn8nIiIiOYEeUZ68803cfXqVQD%2Ba9jEXJ/RaMRXv/pVLFu2bNbGO1Hi%2BRYsWACXy4WampqQ3unKnx2AVARfXG%2Bs88U78uzsbHznO9%2BB0Whk7iMiIqI5x%2BfzwePx4MyZMzh37hzcbrffvJn8Xe%2BuXbtw6NAhaLXa2RpuyOTZT6vV4ubNmyGv51MqlbDb7ejt7UVVVRVu376Nmzdv4t69exgcHPR7vztyP4rP54Ner8cLL7yAxYsXT/djEhEREUliYmJgtVpRWVkZcP5JnoUqKytx/fp1AOM3Pz948OCk57PYBJ2IiIhofCqVCna7Hbdu3YLb7fZ7NxnKvlR5TvJ6vWhubkZlZSUePHiAhIQEmM3mgMdONZ/Ph9jYWLjdbty5cyfg2MV71ra2NkRGRiIzM3Pa91DIM6HBYEBKSgpWrFgBtVqNoaEh9Pf3B63hx%2BbnRERERERERPMXG6ATERERERERET2CBgYG8M4776C1tdVv4TPwaTGApUuXYseOHYiOjp6y%2B7rdbqhUKthsNrz22msYGhoa95z50ASdiIiIaC4TTYAuXbqEM2fOwOPxBCyACgA7duzAs88%2BKzUPmsqNYGq1GhaLBUuXLsXNmzfR398f0mLvqSiCOnKhs/hNIiIiEB8fj/T0dBQVFWHJkiXSfwsXLkRKSgri4%2BOh0%2Bn8zmP%2BJCIioqk2V5qgi3NVKhXOnj2L4eFhv8ymVqulTWHPPfcctmzZgvj4%2BHGvW1VVhbfffhv3798f9d3Iwgx79%2B6FRqOZ0LjFc2s0Gnz88cd%2BGwwnYqzNfMAn86Vf%2BMIXoNPpOCdJREREc5rIKadOnUJzc/OowgtFRUXYuXMnIiMjp%2BRePp8PERERyMrKQktLy4w3QRfZLCYmBtnZ2UhOTkZFRQXcbjcAhHQ9eaF8AMjKysKWLVtw8OBBhIeHsxg%2BERERzQsXLlzAiRMn/D4T%2BWb16tU4cOCA9N5zKua2RA5LTU1FSkqKVHQ%2BlLkzhUIBm82GtrY2JCUlwWKxTHhMU9kEnYiIiGiuEhnp97//PX73u98BCFxgVaVSYfPmzdi8ebOU%2BaaaUqlEbGwsli1bhhs3bszo%2Bj85r9cLnU6HvLw8FBcXQ6/XQ6PRoKurS/re5/NJ4woPD4fBYMCePXvw%2BOOPY9euXTCZTH6N0YmIiIhmm/wd71tvvQXAP/eJd5l6vR5f/OIXUVxcPKOF3UV%2BE1lLvi9DPr6xMp74XOwpcTqdaGhoCLkRpvx7%2BbvoQOeJ9YhJSUn4/ve/D7PZzPe9RERENOeIfFJfX4%2Bf/vSncDgcfrlIvsdi27ZteOaZZ2AwGGZzyCGTZ8KEhAS4XC7U1taGlP3k%2BVfe7Fz8HehclUol/VYvvfQSSkpKpGtxzwcRERFNN5E5CgoKUFtbi7a2toAZZGQWClTzb6qanwtsgk5EREQUnFqtRkZGBtavXw%2Bfzwen0wmr1TrhRujiWADo7%2B9HXV0dPvzwQxiNRmi1WpjN5mmtmyyvrVdVVYWhoaGgWUulUmHRokXQarXTPocmv7bP54PZbEZeXh6WLFmC3t5edHZ2wuPxAPhknk%2BMmc3PiYiIiIiIiOY3NkAnIiIiIiIiInqEiAUmDQ0N%2BPWvfy0VfRfkC6Gfe%2B455OfnT9m9PR4P1Go1%2Bvv78corr6C9vd1vkcl442YTdCIiIqLJUSgU6Orqwj//8z/DZrONuTg5Ozsb%2B/btQ3R0tHTeVBOLkNeuXYuKigr09fXNShHUYOcFaxrKzElERETTaa40Qff5fFJxrMrKSmm%2BUKlUSpvCvvWtb2HDhg0wGo3jXq%2BrqwsnT55EeXn5qGeSz0du374d%2B/btm1RhLnHNmJgYXLx4Eb29vdL15fec6O8izs/Pz8fLL7/M5pdEREQ0L/h8Pni9Xrzzzjvo7%2B8H8GnxKAA4dOgQCgsLp%2Bx%2Bc6EJuhAWFob09HQsXrwYHo8HQ0NDfgUbxHVFUVTg0wKo4pitW7di//79WLVqFbRaLfMfERERzRvXr1/HzZs3R82JWSwWPPHEE8jOzp7S%2B8nX7SUmJiI5ORkdHR3o6%2Bsbd45SoVBAoVBgYGAALS0tyMvLQ2Rk5ITnNh%2BmCXpvby%2BioqJgsVgm9fxEREREM6WjowNHjhyR1tqNLITv8/mg0%2Bmwf/9%2BpKamTutYvF4vTCYT1q1bh%2BvXr8/K%2Bj9xjlKpRFhYGAoKCvDYY49h9erVKCoqQnJyMhYtWoSlS5dixYoVePrpp/HEE09g%2BfLlSExMlJ5DZFIiIiKiuaKpqQlHjhyB1WodlfuATwrwb9y4EZs3bw5p3d5UGJmbAq3DG/nZeHN8RqMR8fHx8Hg8UhP0UPcZj0fMWSYnJ%2BOHP/whIiIi%2BL6XiIiI5iSFQgGr1Yof/ehH6Orq8mviLV/rt3z5cjzzzDOIjY2d0fHJ5%2B5G5jvx71Dm93Q6HSwWC5xOJxobG0Nqgi4fQ6C/5eS5%2BY//%2BI%2BxadOmUeMnIiIimk7y/bxZWVmorKxEf3//mE3QA/0tz4JT1fxcYBN0IiIiovEZDAbk5%2Bdj%2BfLlsNvt6OrqgsvlmtB7zJH5zuFw4Pr167h37x4cDgeys7NDfp86WfHx8ejv70d1dXXA7Cb%2B3draiqSkJGRkZMzoHJq4l1qthtlsRklJCaKioqBWq9HS0iL9hmq1ms3PiYiIiIiIiOY5NkAnIiIiIiIiInqEKBQKOBwO/PznP8f9%2B/dHLQAWf%2B/atQuPP/649NnDLkwRC0YGBwfxyiuvoLW1FSqVCh6PJ%2BRrsAk6ERER0cSJfCcaTso3vwkiY61duxYbNmyY1kwlNvDpdDqsWbMGt2/fRnd396w0QQ82RiIiIqLZEqgJeiib%2BKeyCbo4z%2BPxoKKiAsPDw1LhArPZjD//8z/H0qVLxy0WIMZw6dIlvP3221IjS/Es8sJcq1evxu7duxEfHz%2BpMYvxKpVKdHZ2orq62i/7xsbGwmaz%2BT3feMQzJycn43vf%2Bx5MJhOLoRIREdG8oFAoMDg4iDfeeAMul8vvu5KSEjzzzDMAprbI52w3QR95zZiYGCxcuBCrVq2CzWaDUqlEX1%2Bf9L38/xqNBmFhYdi5cyeeeOIJ7NmzB1FRUaOaphMRERHNVWIe7ujRo%2Bjo6JCymcgzRUVF2Ldv37S8Bx1ZoDQpKQldXV3o6emBx%2BMZtwm6yGn37t3Dxo0bpTm96WyCrlar4fV60dHRgcLCQmRkZEzq2YmIiIhmSn19PU6ePAmPxzMq44h/7969G1u2bJn2sSgUCng8Huh0OpSUlKCyshI9PT2ztv5PnK9UKhEZGYkFCxagsLAQhYWFyMvLQ05ODiIjI6HX6/3uxTWCRERENJeI%2BbDr16%2BjtLQUXq/XL1uJrJWYmIinn34aKSkpMzY2sRaxpqYGly9fxtmzZ/HrX/8a77//Pt577z188MEHqK%2BvR2trKyIiIqDRaKDRaMa9bkREBJKSkqBWq1FTU/NQTdBHNmPPz8/H9773PURERLAQPhEREc1JYp6qtLQUly5dgsfjCbjObsGCBXjiiSdQUFAwY2MSFAoFnE4nfD4fOjo6YLVa4fV6pc80Gk3IDZtMJhPi4%2BPh9XrR0NDwUNlPPj4xbuCT5udifpR7PoiIiGimiWyi1WrhcrlQV1c3ah9HsHNFFtyzZw8OHTo05VlmPjdB12g08Hq9qK2tRVZWFpKSkib9OxAREREFo1arYTQasWrVKlgsFhiNRtTX1/vVRgmVPFN1dXXh2rVraG1thVqtRkxMjJRxpnINm7hednY26urq8ODBg4DHiXm5uro6LFy4EFFRUVM2hokQ483IyMCSJUuQkJCAe/fuSXOQiYmJ%2BMu//Es2PyciIiIiIiKap9gAnYiIiIiIiIjoETM4OIjf/e53GBgYGLXwVyx%2B3rNnDxYsWDDlzc9/8IMfjNn8XH6fUJo6sQk6ERER0fhENnrzzTfR2dk5ZsaKj4/HN77xDWi12mnPVPIiqMXFxaisrJxzTdCJiIiIZtPIJujBNq9NVxN0AIiLi0N/fz/u3LkDlUqF7OxsvPzyy8jOzh732mJczc3N%2BMd//Ec4nU5pk95IGRkZ2L17N/Ly8iY9VuDTuc2hoSFcunRJypbR0dHYu3cvrFYrent7pWMDZU/5M/l8PqSkpOCVV15BREQEC2ERERHRnBIoj8nnyVwuF06dOgW32%2B2XGdeuXYuCgoJpmVObK03QxXNpNBqYzWY89thjeOyxx5Cbm4vc3FyYTCakpaVh4cKFWLhwIfbs2YPPf/7zKCkpQXJyMoBPf1/OOxIREdFcJjKdyCynTp1Cd3e3NO/l8/kQHR2NP/mTP4HZbJ7yIlmCfN1eTEwMEhMT0dPTg%2B7u7nGboAOfzNV1dXWhpaUFa9asmdTcZqhN0JVKpbRu8cknn8TevXsn/sBEREREM8Tn88Hj8eC1115DU1PTmPkG%2BKQBelJS0rRlvpH3lK//q6ioQG9vb0hNi6Z6/d9EGppzro%2BIiIjmKoVCgf7%2BfvzkJz9Bf3//qNwn/t6/fz9Wr149beMYmSWrq6tx%2BvRp/M///A%2BOHz%2BO8vJyNDQ0oK%2BvD1arFX19fejp6UF9fT1u3LiBK1eu4MqVK4iJiYFarYbBYJDGHyiLmUwm5OTkIDIyEhUVFZNqHiD/rWJjY1FcXIyXXnoJJpMJXq%2BXhfCJiIhoThJ558iRI2htbR31vcg469atw65du2akjoq4ts1mw9WrV3H58mX86le/wokTJ3D06FGcPHkS77//Pk6ePInLly%2BjqakJdrsdkZGR0Ol00nXGGmdERASSk5Oh1WpRXV0dtNHleMR5SqUS0dHR%2BMpXvoKNGzcCYPNzIiIiml0qlQpRUVG4ffs2enp6Qnp/Khw8eBAHDhyYttw3H5ugy9f6PfHEE3j88ccn/wMQERERhUDkleTkZCxbtgzZ2dno7OyEw%2BGQ6qWEmoVEthHnNDc34%2B7du6iurkZOTg4MBoN0nanIgOJ8pVIJh8OBO3fuwO12j/mMHo8H4eHhyM3NhVKpnPG1dfJ8qNFokJGRgYKCAhiNRni9Xnzve99j83MiIiIiIiKieYwN0ImIiIiIiIiIHjFnz57Fhx9%2BGPA70fzyxRdfnJKFKGLByMDAAF555ZUxm5%2BrVCp4vV7o9fpRRfgDjZFN0ImIiIhCV1lZibfffjtgThK5KisrCxs3boRCoZiRDf5iw5tWq531IqhEREREc9HIJujB8s50NEEX52VmZqKzsxMWiwV/8Ad/gJSUlJCKQikUClitVvzXf/0X7t%2B/L83/yb9XKpVQqVTYsWMHNm3aJD3Lw%2BQ6n88Hm82Gs2fPSs2fTCYTDhw4gJycHFitVrS3t0uZU%2BRPMR7xuVarRWFhIf7sz/4MERER3BhHREREc4o8j5WXl6O/vx%2BxsbF%2B%2Bc9ut%2BPkyZPweDxSDjMajfjKV74CvV4/bXNp8ibo2dnZaG5unpUm6IL4PbRaLRYsWICcnBypIfrSpUtRVFSEhIQEGI1GvyzKuUYiIiKaywYHBxEWFjZqrdzp06fR19cH4NM8ExMTg%2B3btyMsLGxa3wPL81N0dDQSExPR2dmJrq6ukOYoFQoF2tra4PV6sXDhwknlsfGaoIt31MAnDUKff/55AKMbOxERERHNFeJ95/Hjx9HT0zPm3oq4uDi88MILM1qIVBSb12q1KCkpwdWrV2G1Wrn%2Bj4iIiGiCxNxUVVUVSktL4fV6A75bLSoqwnPPPee33m2qiOuJa547dw7vvfcefvazn6G6uhpWq1U6TswxypuVizk4h8OB7u5ulJeXo7W1FUajERaLJeg6Ro1Gg5ycHOTk5KCrqwvDw8N%2BzQNG7jGWF%2B73%2BXzSd0uWLMHOnTvx5JNPwmAwsPElERERzXlnzpzBiRMnAIxeq%2Bbz%2BZCamopvf/vbUKvV055tbDYburq68L//%2B784fvw4jh8/jsrKSvT29mJgYEAao9frhcPhgNVqRX19PT7%2B%2BGNcvHgRarUaGo0GERERQeu9GI1GFBYWIjY2Fjdu3JBqzoTSCF1cT%2BxLMRgMWLJkCQ4dOoSVK1cCYPNzIiIimn0%2Bnw9GoxEpKSnSXF%2BosrKysHjx4ofaEzyeh2mCbrfbERMTM2NN0LnWj4iIiGaDPGcoFAokJiZi0aJFSEtLQ0dHB3p7e6XvQ5nTAvxrwdhsNrS1teHy5ctwOp3QarWIjo6e8kboFosFFRUV6OnpCThO0QC9q6sLjz32GEwm06zkrJHPHRUVhZycHGzatAkGg4E1XoiIiIiIiIjmMTZAJyIiIiIiIiJ6xFy%2BfBl3794dc/N/YmIitmzZ8tDF5CfS/Nzj8SA2NhZf//rXERUVhbt377IJOhEREdEUuX37Nq5cuRL0mK1bt6KwsHBGM5RYCK3VarFmzRqUlZWhv7%2BfRVCJiIiI/s9sNkEXx2s0GqSmpqK4uBixsbF%2BRUzHIu5369YtlJaWwm63B9wU5/P5sHjxYnzlK1%2BRznvYglOioOrZs2fhcrkAAENDQ8jPz8eyZcuwfv16eDweDA8Po6%2Bvz29c4u/c3Fxs3rwZzz//PIxGI7xeLzfGERER0Zwhz0xHjx7Ff/7nf6K/vx8mk8mveLzL5cLx48fhdDqlcw0GA3bt2gW1Wj2t82gi65nN5llvgh7oOUfm6pEF/YmIiIjmsvLycrz99tsAgOTkZCgUCmke7N1338Xg4KBfrtm8ebM0TziToqKikJCQgI6ODikLjjcGUdQrISEBFotlUvcdqwm6yMnAJwVRn3vuOQAsgk9ERERzm8/nw7179/DrX/86YJYSn8XFxWHbtm0znm3kTdCLi4ul9X%2BhFHfl%2Bj8iIiKiT4j889vf/lZYAbKDAAAgAElEQVTaUxvo%2B6VLl2LVqlV%2Bn00FkSEHBwdx9%2B5dHD58GO%2B88w7q6%2BsBQNrbIcY11l5f8X%2BlUgmn04n29nZUVFQgMjISaWlp465jTEhIQEFBATIzM/HgwQMMDw/D5XKNmSvFvTIyMvC5z30OL7zwAjIyMqDRaDjnR0RERPNCaWkpamtrpbV2gsgxTz75JAoLC6c824zMZLdu3cLRo0dx9OhRVFVVoaenx28ccvJmlCKPDQ4OoqqqCg0NDTCbzUhKSgqa/USGy8/Ph9vtxsDAAOx2u3RNlUrl95uId73yzBkbG4uDBw9i69atyMrKkj5nBiQiIqLZJrJbTEwMGhsb0draOu45IjPduXMHLpcLRUVFc7YJ%2BvDwMKKjo6e9CTrX%2BhEREdFcEh4ejtTUVGzevFnKTF1dXdLfoeShkfN/NpsNNTU1KC8vh0ajgcViQVhY2JTkQK/XC61Wi4yMDFy%2BfBkOh2PMeTqRw4qLi6FWqyd9z4clH59KpZIyH7MfERERERER0fzFBuhERERERERERI8Ir9cLh8OBo0ePoqenZ9RmOCEuLg5btmwBMPliCKL5%2BeDgYMjNz7/73e%2BisLAQKSkp8Pl8qKmpmfYm6GKBD4tlERER0aNIZJwzZ86grq4uYK4SGWj16tXIysqa8VwkiqDqdDosW7YM5eXlGBgYYBFUIiIiov8TqAl6KPNlU9EEHfgkL5pMJuh0OunfoZwDAIcPH0ZDQ8OYx8XHx%2BPrX/86zGbzlBYfcDgcOHXqFFwul/R7ZGVlIS8vDwCwaNEiLFy4EPn5%2BQgLC4PZbIbZbMbChQuxceNGHDx4EIsXL4ZWq2VRBCIiIppT5Nnk2LFjeP311wEAHR0d6Orqkpo9ivefH374IYaGhqRMlJycjMcff3xG5tDmUhP0QGML9m8iIiKiuaq8vBw/%2BtGP0NjYiAcPHkjF4UWRp4qKCrS3t/vNH65cuRJ5eXmz8h41OjoaFosFjY2N6OvrC/r%2BV4ytr68PGo0Gy5Ytm/S6vkBN0AUWRCUiIqL5RKFQoLW1FR988EHQBuiJiYnYsmXLrDT5EQXv9Xo9CgoKUFFRgcHBQa7/IyIiIgqRyEzHjh1Db29vwAaYGo0Gzz77LOLi4qak8ZH8GgqFAo2NjTh8%2BDBOnz4tNeEU3433fjfQ84hncDgcuHLlCmJiYpCRkTHufJ/RaERKSgo2btyI3NxcWCwWGAwGKW8CQFRUFDIyMrB48WJ84QtfwPbt27Fy5UqpUaYYNxEREdFc1tXVhZ/97GdwOp2jsotYP3fgwAFER0dPebYR1ysvL8d7772Hn/70p2hubvZrQi7GMRb5MQqFAm63G11dXSgrK0NUVBTS09PH3MMizomLi0NBQQFWrlyJvr4%2BqFQqWK1W%2BHw%2Bv3vL/71o0SKsXr0aX/va11BYWAiTyTTquYiIiIhmi9frhUqlAvDJXN/JkydDPlfkMDZBb/PLf1zrR0RERHOFyHoLFy5EQUEBTCYTGhsb4fV6pZwy3lo5QeQgj8cDm82Ga9euobW1FUNDQ8jKynro/Ceyll6vx8DAABoaGgK%2B8xXjsNls0pweEREREREREdFUYQN0IiIiIiIiIqJHhEKhgEKhwO9%2B9zv09/ePuUgmPDwcn/vc5x66%2BfnAwEDIzc%2B/853vICsrCwCg1%2BuRmpo66Sbo8sL%2BYy3iFp9//PHHsNlsiImJYbEsIiIieuSIbPPee%2B9Jm71GUqlU8Pl82LBhA1JSUmYlE4kNbyaTCenp6bhx4wZsNhuLoBIRERH9n5FN0IMVLpiOJuiTceHCBfz2t78FMLqYlBhfYWEh1q9fj7CwsCkbl9frRW9vL06ePAmPxyNt0NPpdCgpKYHb7YZSqYTJZEJKSgpWrlyJTZs2Yf369VizZg1yc3Oh1%2BulMbIoAhEREc0VI5uf/%2BpXvwLwSfEpj8eDzs5OtLe3Q6PRID09HWq1GuXl5ejo6JDm2GJjY7Fly5YZy4RzuQk6ERER0XxTXl6Of/mXf4HdbodCoUBvby/u3bsHn8%2BH3NxcAEB1dTXq6%2BulPOXz%2BbBu3Tqkp6fP2jvU2NhYxMfHo7q6GkNDQ0HfAYvvGhoaEB8fLxXGnwyxhlCr1aKqqgoA8NRTT7EgKhEREc07TU1NOH/%2BPNRq9ZjzapGRkdi6deus5RuR2SIjIxEfH4/bt2%2BPapg0Fq7/IyIios86hUKBzs5OHDlyBB6PZ1R%2B8vl88Hg82LZtm9RU6GHI18TV1NTg3Llz%2BMlPfoLm5mbYbDZpTFNB5MGrV6/CYrEgLS1t3KZIXq8XarUa8fHxKCwsxJo1a7Blyxbs3LlT%2Bv%2B2bduwbNkyqUH6TK%2BNJCIiInpYPT09eO%2B990Y1%2BxZSUlKwZ88eqNXqKck4Iiu53W4MDg7i8OHDePfdd3Hjxg0An%2B4xDrVJUyDi%2BmVlZYiJiUFGRkbA7Cf/W6vVIjIyEsXFxVi7di0yMjKQnZ0NnU6HBQsWICkpCenp6di5cye2b9%2BOQ4cOYdGiRdDr9cx/RERENKfI16K9/fbbOHLkCIBPc9Z45HuCP8tN0O12O1pbWwFwrR8RERHNLfLsYjQaUVhYiOzsbBiNRrS2tsLhcPgdGyqRF1tbW1FRUYGamhokJiYiLCwMYWFhk15Hp1AooNFooFar8fHHH8Plco2Z9RwOB5RKJVatWiVlPs67EREREREREdHDYgN0IiIiIiIiIqJHiM1mw7vvvovh4eGA3ysUCgwNDaGwsBCxsbHSZ6ESzc8HBwcn1fxcEE3QHQ6HVJQ11CboPT09UCqVUgHUkYtoxILmBw8e4G/%2B5m9w8uRJFBUVIS4ujsWyiIiI6JHj8/lQWlqKjo6OgDlH5KuMjAzk5%2BcDmLqCVRMhL4JqMBhQU1MDh8MR0lhYBJWIiIg%2BC0Y2QQ%2BWd%2BZCE/TS0lLcuXNnzPEBwJe//GWkpqZO6X0VCgX6%2Bvpw6tQpvyJcsbGx2LBhw6hCB%2BJ3FJsD5ZsPmSeJiIhorhir%2Bbl45yqyX19fH1paWgAAOTk5qK6uRkNDg/R9REQEtm3bNqNFCNgEnYiIiOjhiebnQ0NDfkVRbTab9F510aJF6OrqwrVr1/zW2eXk5Mzae2Axz2axWBAXF4cLFy74NWcPdLz4rr29HQUFBYiIiJj0/UVhfK/Xi7y8PBZEJSIionmpsbERly9fBoCAGUq869y4ceOUNUR6GBEREVAqlaivr4fT6eT6PyIiIqIQ9Pb24syZMwGbTiqVSmg0GuzYsQMRERGTzkkj18S9%2B%2B67eOutt3D58mW4XK6QmzFN9J7iujdv3kRaWhoSExODjl98J1/Lp9FooFKpoNVqodFoAq7xY3YkIiKi%2BaS8vByXLl2Scs1I0dHR2L59O1Qq1UPfS%2Bwt6e7uxunTp3HkyBGUl5dL9WZEU6OpILLf1atXkZiYiNTU1HFzmhhfWFgYUlJSkJeXh5KSEpSUlGDt2rUoLi5GZmYmEhMTpXO414OIiIjmkpF7PeTNz0fW3AuGTdDjYTab0dnZiTVr1nCtHxEREc05I99jxsfHo7CwECtWrEBbWxvcbjfsdjsAhJxf5BlKoVCgra0Nt27dQltbG2JjYxEVFRXw2FDFx8cDAG7evBnwfJH97t%2B/D6PRiNzcXM67EREREREREdGUYAN0IiIiIiIiIqJHhNfrhd1ux8mTJ4MWk/J6vUhPT0dOTs6EFqB4vd4paX4u6PV6xMfHo7%2B/Hy0tLUELKMgXT3d3d6OtrQ1WqxULFy4c9QyiCdJf//Vfo6enBwBw6dIlFBQUsAk6ERERPVK8Xi%2B8Xi9KS0vR2dkZcLOZyD0ZGRlYvHjxrOcglUqFyMhIDAwMoLm5OeRNfSyCSkRERJ8F86UJeldXF372s5/B4XCMWfDAbDbjqaeegsFgmLKxiN%2BjubkZ586dk%2B6tVCphNBqxefPmgHOFI/9mhiQiIqK5RuSTt956K2BBLHkuHBwcRGNjI/R6PfLy8nD58mXpOLvdjo0bN0Kv189o5mETdCIiIqLJG9n8XGQ7kefcbjeqqqrg8/mwadMmfPjhh7Db7dL3WVlZUiHUmSYvULpgwQLExsairKxs3EKpAOBwOJCSkoLMzMyHms/U6XTIz8/HihUrALAgKhEREc0/9%2B/fx6VLl4LupbDZbFi6dKlUsHQ2hYWFITIyEu3t7Whvbw/5PK7/IyIios%2By5uZmnD17FiqVatQ7VIVCAbfbjaSkJOTk5EifTYSYE3M6naioqMAbb7yB48ePw2q1St9NtOllqGMQmc7tdqO3txdZWVmIiIgI%2Bfoj1/dxjR8RERE9CiorK1FRUTHm9zqdDps3b4ZGo5nU9eXvV10uF6qrq/FP//RPKC8vR2dnJxQKhfS%2BNti840TJ3wPX1NQgLS0NFosl6Dkjc50Yk/h85Lti5kAiIiKaa0Q%2BefPNN/H6668DGN38fORauVD2BH9Wm6Dn5%2BejpKQEANf6ERER0dwkzztKpRKRkZFYtWoVkpKS4Ha70draKmWpsXJVsGsPDQ2hsbERpaWl0Ol00Gg0iIyMnHDeEsdaLBY0Nzejo6Mj4DFijJ2dncjOzkZ0dHTI4yUiIiIiIiIiGgsboBMRERERERERPSIUCgW0Wi0uXLiAvr6%2BgMeIBSj19fVYvHgxIiMjQ7q2WCw8ODiI//f//h%2Bam5sfqvm5YDaboVKp0NDQgMHBwaALbuQLaAYGBlBVVYXa2lqkpKQA%2BGSjX29vL%2Brr6/EP//APaGtrg0qlgkqlgtPpxAcffICioiLExcWF9MxEREREc50oRFBWVua3MHrkMcAnjZGKi4uh1WpnvQiAXq%2BH2WzGrVu3MDg4CJVKFdJCblEEtampCRkZGSyCSkRERI%2Bk%2BdAEvb29HadPn4bP5xuzMGpaWhqeeuqpKR2DuNZ7772H6upqKUP6fD5otVps3boVKpVqyu5HRERENJNKS0vxi1/8AsAnRaZGvocFPs1Dw8PDqK2tRUdHBzo7O6V3uQqFAhs3bgypoPxUYxN0IiIiookrLy/Hj3/8Y9hstoBr8eSqqqpw//59%2BHw%2B9PX1SfOCCoUCJSUlUh6cafJCWxkZGfB6vVLD9rEKeimVSrjdbrS1tWHDhg0ICwt7qDGo1WoAn86XEhEREc0nDocD77//PtRqdcC5NJFvEhMTkZ%2BfP63vgUNlNBphNpvx8ccfw%2BVyhVzIlU3QiYiI6LNqcHAQZ86cCTj/J3JUeHg4iouLQ177J89RCoUCVqsV//3f/42zZ8%2BiqqoKAEJueilvkBnovvLG5MEMDAzAYrEgOzt7TuRWIiIiopkmMtCNGzdw%2B/btgPtmRe7Ky8uDxWKZVG4Sx9%2B8eROnT5/G4cOH0dfXJ%2BVN8Q43FPIcGMo8n/je6XRieHgYOTk5MBgMExo7G54TERHRfHP79m385Cc/AQBoNBq43W7pO9EwHACio6Nht9sBsAm6nPw8o9EIgM3PiYiIaH4QOSYsLAzJyckoKSlBeHg4PB4PHjx4EDRXBaNSqeB2u3Hjxg00Njaiv78f%2Bfn5Us4KJReK7/V6PQYGBnDz5s2A54ix2e12xMXFzZk1iEREREREREQ0v7EBOhERERERERHRI8TtduP8%2BfPo7u4ecwGKWGCsVquRlZU1bgFRsVjYZrPhb//2b1FXV%2Be38FqYaPNzsSh5wYIFaG9vR21t7YQKMyiVSrS1taG8vBznz59HTU0NfvOb3%2BCDDz5Ad3e3X1FYsfAmJSUF2dnZXHBDREREjwSRcSoqKnDv3r2gGUepVGLNmjWIiIiYE0VDo6OjYTabcfny5Qkt5BZFUO/du4eMjAxERUXNiechIiIimkqBmqCPV1BgJpqgi%2Bt99NFHuHbtWtDCWAkJCdiwYcO05LSzZ8%2BiubnZ79pRUVHYvn07ix4QERHRvKXRaNDe3o7e3t6gTYNEBnI4HBgcHITD4ZA%2Bd7vdiIuLQ15e3qzMmbEJOhEREVHobDYb/u7v/s6vmflYRK5ra2tDX18fgE/fFft8PmzevBk6nW76Bz3O%2BAAgNjYWvb29UrP2QMSc5sDAAKKioqasIRLfGRMREdF85PV6cebMGTidzoDfi0xltVqxadMmqNXqmRzemOLj42EwGHDt2rUJzUWyCToRERF9Fg0MDOD06dNB3/82NzcjMjISWVlZQdf%2BiewkvmtpacGlS5fw7//%2B76iqqsLg4CAABNz/G%2Bi%2B8oaXPp8PqampsFgsSE9PR1hYGDQaDWw2m3TeWHOZSqUSLpcLTU1NWLduHfR6/QR%2BISIiIqJHh0KhQFNTE65fvx4wO/l8PjidTphMJixZsiTkJpIiH3q9Xtjtdrzzzjt4/fXXcevWLXg8HqhUqnHX6QGf5jnxf/n4xN/yjDjWM/p8PvT19SEnJwdJSUlsmkRERESPNL1eD4VCgXv37sHpdPplKpHBnn76aWzYsAHd3d3o6ekBMPZc2me1CXqwfxMRERHNVSObkufk5CAvLw8ZGRmoqamB2%2B2WvpvIGjqRxXp6enDr1i3U19dDqVQiOjoaWq02pFwocllOTg6qqqrQ0dERMOMplUp4PB7U1dVh5cqVc6YGIRERERERERHNX2yATkRERERERET0iBCF4Ts7O1FVVRVw8YlYGON2u6FQKLB06VIYjcYxryman9vtdvzbv/0bbty4EbD4gfgsNjYWf/qnf4rs7OxxxytfcF1QUIDr169LBVpDpVAoYLfbMTAwgKamJvT390uLxMUYxeKaNWvWYNu2bTCbzRO6BxEREdFcJbKd1WoN2oBSqVRieHgYQ0NDWLly5aw3DRL5LCUlBf39/airqwup%2Bbn8/N7eXjQ0NCAzM5NN0ImIiOiRNLIJerANajPVBF1c5%2BrVq7hz507QgqwpKSlYt27dlBdcqK2txeHDh/3up1QqkZycjM2bN0/ZfYiIiIhmmtlsRmFhIXp7e9Ha2io1/w42b%2BZyuaS/xXFmsxmrV6%2BetbkyNkEnIiIiCo1Go0F%2Bfj7u3r2L/v7%2BCb3vlDcnstlsiI6ORk5Ozpx4Z2o0GuHxeFBTU4Ph4eGgc5oAYDAYUFxcPOvjJiIiIpoNXq8XXq8XH3/8Mfr7%2B4M2kxwYGJDm3GY7O4ncGRcXh/b2drS2tk74fDZBJyIios%2BS8PBwlJeXS/OAI4kcWFtbi9jYWKSkpEjvXeU5Sez1BQCn04nz58/j1VdfxcWLF2G1Wv3y5FjvmcV6O/G9VqtFdHQ09u/fj927d%2BMLX/gCtm7dirVr12Ljxo3YsmULfD4fHA4HrFbrmI2RxPtem82GiIgI5OXlMeMRERHRZ47IPh0dHbh8%2BXLQ7FdTU4O4uDikp6ePue9DnqcUCgWGh4fx/vvv49ixYzhz5gyGh4dHNd4cy8iG55GRkUhOTsby5cuxevVqLFmyBLGxsVCr1eju7h51XqDrOZ1OtLS0YN26dQgLC5vYj0VEREQ0j4SFhSEzMxNerxd1dXXweDzQaDTweDwAgL179%2BLQoUNISUmBwWCQmqCH0mT8s9QEnYiIiGg%2Bk2cgo9GI9PR0LF%2B%2BHDqdDoODg%2Bjv7/fb5zFePT3xvTi2ra0Nd%2B7cQVVVFTIzM2E0GqV3w2PlQ3l2TElJwY0bNzA0NBTwXiqVCk6nE93d3Vi6dCnn84iIiIiIiIjoobABOhERERERERHRI0IsSrFardKGOPlCFfG3z%2BdDRkYGtm/fjuzsbGg0moDXE4uQnU4nXnvtNVy6dAkej2fUYhqxUDkmJgbf/OY3kZeXN6Exi0UzbW1tqK2tDWnBznhGnh8fH4%2BnnnpqQmMjIiIimi96e3tx/vz5MTOU%2BFyhUCAnJwdRUVHTtuktFPL7er1e3Lp1C06nc0LjEUVQa2trkZmZiejoaG6SIyIiokfOyCbooRY8mK4m6CJvnT9/Ho2NjUHn8RQKBTZs2DBlG9/EM5SVleHWrVvSeMT/U1NTsXbt2im5FxEREdFsMRgMyM3Nhc1mQ1NTU0hN0AWR90TToKSkpOkebtCxsAk6ERER0fiioqJQWFiI2traoM2DxhKoifhsvjMV905NTUVLS0vQOUR58f9FixYhJiZmpodLRERENOsUCgW0Wi3u37%2BP2traoOv/xNzZ6tWroVKp5sT6P61WC6vViuvXr094/o5N0ImIiOizRKlU4vr167h//37AvCNyoMPhQE1NDXQ6HTIzM6FQKEbtvXC5XDhx4gROnDiBY8eOoa%2BvD263e1JNL1esWIGnnnoKzz33HBYuXIj4%2BHjpfh6PB2q1GlqtFosXL0Z8fDycTifu378ftAk6AOj1epSUlDDbERER0WeW1%2BvF%2BfPn4fV6A2Ym%2Bb6PqKgopKSkSNlJnCNvfN7T04OGhgb8%2BMc/xoULF9DS0gJgdL4bSd5wyev1QqvVIiUlBU888QT279%2BPffv2YcWKFcjPz0deXh5WrlyJrVu3Qq/Xw%2B12o7OzM2j2UyqVcLlcyM3NhcVi4fweERERPdLCwsKQkZEBAGhsbITT6QQAfP7zn8fBgwcBfJK/kpOTER4ejq6uLjZBJyIiInrEyLOP2D%2Bbm5uL4uJiWK1WDA0NwW63S2v9QtkXIs9Uw8PD6OjowPnz52G326FSqRAXF%2BdXR3pk/pKv5evt7UVDQ4OU1UbeBwBcLheSk5ORlJQ0q2sQiYiIiIiIiGh%2BYwN0IiIiIiIiIqJHTFRUFO7cuYPu7m6/jW1iIUp%2Bfj5eeOEFLFmyBFqtdszrKBQKeDwenD17FmfPnsXAwMCoY8QC5aioKLz00ktYtGjRhMerUCigVCphNBpx7tw5eDyeCV8jELGwWqPR4JlnnsGGDRsABF64Q0RERDSfGY1GVFRUoL%2B/P%2BhxVqsVer0eS5YsmTMbypKSklBTUzNmMa/x9PX1obKyEllZWYiNjZ0Tz0REREQ0lUY2QQ%2B2iWy6m6CLrPXRRx%2BhpaUl4MY3Qa1WY%2BPGjdDr9Q%2Bd0cRzDQ0N4T/%2B4z9gtVql78TGv5KSEixcuJCb7IiIiGje0%2Bl0yMnJgdPpxL179ybUBF2pVEKhUCA6OhpFRUWzOlfGJuhEREREoTGbzSgsLMS9e/ek%2Bb9Q85/Iei0tLUhOTvYrjD8b5POQ%2Bfn5qKioQF9fX9BzfD4fli1bhgULFszQKImIiIjmDjF/19vbi6tXr46ZA0XGa2trg8FgQF5e3qy/ExVjz8nJQWVlJTo7Oyd1DTZBJyIiokedmC/T6XS4du0aXC5XwONEBrLb7SgvL8f9%2B/fR0tICr9eL2tpa3LlzB8eOHcOxY8dw/vx5tLa2Avh0/dx484kqlUp6V7to0SLs3LkTL774ItLS0qDVaketuxPvnsXnCQkJiIqKQl9fH9rb2wPeT%2BTZgYEBPPbYYzAYDMx2RERE9JlkNptx5coV9PT0BMxDIkvZbDbcunULKpUKycnJ0Gg0Ul0YAHjw4AHKysrwxhtv4Pe//z06Ojr8GqQHy4DyuUaFQoG4uDj84R/%2BIXbu3ImVK1ciIiICAOB2u6VjxRo90dDcbrfj/v37Y87Z%2BXw%2BuFwuREZGYvHixcx%2BRERE9MgTTdDdbjfu3LmD3bt349ChQ6Pm0pKTk2EwGNDd3S01QQ9lTzCboBMRERHNHyIDqVQq6PV6rF69GgkJCTAajairq5OyVah7QwSVSgWHw4G6ujqUlZXB5/MhISEBWq02aEbUaDSIjIzExYsX4XA4xmzAbrPZMDw8jHXr1jHPEREREREREdGksQE6EREREREREdEjJiwsDA0NDairq4NKpZI%2B9/l8WLp0Kb71rW8hKSkpaIF4sRCltrYW7777LpqbmwFgVBEDr9cLs9mM559/HsuXL5900Xmv1wu9Xo%2BbN29KG/kmulhHTowNAA4cOIDdu3dL92FhfCIiInrUaLVa3Lx5M2gTcZGt7t69i6SkJKSmps76wmOxmDoyMhJXr16F2%2B0OWsB1LIODg7h%2B/ToyMzMRHx8/XcMlIiIimjUjm6CHWvBgqpugi3MbGxtRXV09ZtEshUIBu90OtVotFVt4GAqFAm63G2%2B99RbKysr85g3F//ft2weLxTLrGZeIiIhoKmi1WmRlZcHtdqOhoWFCTdB9Ph%2BampqwbNkyREVFTVvRq1CwCToRERFRaEwmEwoKCtDS0oLOzs4JNUGXH5eXlwe9Xj/dww1KZECVSoWenh5UV1eP%2BSxijZ9Op8OKFSuk84mIiIg%2BK0T2iY%2BPx5UrVzAwMDDmsSJTNTU1IS0tDRaLZaaGGZD8/fPg4CBu3boV9P3xWNgEnYiIiB51ItcolUqUlZVhYGBgzGLz4jifz4eWlhbcvn0bH330ES5duoTy8nK0trZiYGBAOkZksmD3Fvf3%2BXwICwvDl770JezYsQMrV64E8OmejrHyl7zofWxsLFQqFe7evQuHwzHqHPFMLpcLmzdvRlRU1MR%2BLCIiIqJHgHjXa7PZUFVVBQBB58xcLhdu3LiByspKXL16FU1NTTh//jxOnDiBEydO4Ny5c%2Bjs7ITT6fSroTIWef4DgOzsbGzZsgVf/epXkZWVBZPJJH0varqI8%2BQ5My4uDiaTCT09PXjw4EHAe4njtVotNmzYMKtrFYmIiIhmimiCXlRUhK1bt/rtb5DPpSUnJyM8PBxdXV3o6emRvg%2BETdCJiIiI5jeR2ZKSkrBs2TKkpaXBZrNhcHBQmtcLNTPJ3wM7nU7cvHkTTU1NsFqtyMnJCbq/NjIyEtHR0bhy5UrAfCfu39bWhrCwMOTn5zPHEREREREREdGksAE6EREREREREdEjRCxYyc7ORllZGfr7%2B6Xv1q9fj%2B9%2B97vQ6XRBryFvEv6rX/0K5eXlAOBXkEr8bTAYsHv3bqno/GQpFApoNBo0NDSgvr5eehadTgedTgen0ykdF8q1xDj37t2L/fv3j3ouIiIiokeFWPxsNBpx7do1KTeNJF%2BQPDQ0hLS0NERGRs7waP2JbKdQKHDu3DnYbDa/vBcWFgaPx%2BN3bCBqtRo2mw2lpaVYs2YNzC9o3woAACAASURBVGbz9A6ciIiIaBYEaoI%2BXkGB6WiCDgBNTU2oqKgYswiruL5KpUJ%2Bfj6MRuND3Q8AqqqqcPr0afT29kr3Fc8YHx%2BPxx9/fEruQ0RERDRXiCboHo8H9fX1ITdBV6lUcDqdqK2txapVq6DX62e1oBSboBMRERGFxmg0Ij8/H21tbRNugg4AXV1dyM3NRVJS0qwXlhfF8SMiIlBaWgq32x3wOPFsRqMRGzduZPEsIiIi%2Bkzyer3QaDTo7OxETU3NmM0wxWdOpxM%2Bnw9paWmz/n5U5DeDwYDS0lK4XP%2BfvTsNjqs80z5%2B9S51a2ktluRFu2whyZYt24BlY2Mb75gwDiGBAAmEBBgyU2QqlUwqKWZ4M5WkUpMPk8lkZopMgEnIMoFMFghLiHEIeMHGGO%2B2LNmSJWvf1Vpb3f1%2BYE7Trc0tWbYW/39VlO0%2Bp885zae7nnM/9%2BUNOx4VFTVqLRiKEHQAAHA9iImJkdvt1oEDBy7b%2Bxe6z8I4z2w2B9%2B9Xm7NMDR0PRAIKDk5WSUlJXr00Ud14403BvdbGNe9nNAQo/T0dFVWVqqqqmrEes1iscjv96u0tFQpKSmXvTYAAMBsY9RIdrtdf/nLX%2BT1esd872sca21tVV1dnc6cOaPKyko1NTWpr68vrHa8XB0Yeh%2B73a7169froYce0rJly%2BR0OsPeI4%2B29hZa%2B6WkpKivr0/Hjh0b8XzjXn19fdq0aZNsNhtregAA4Lpgt9uVmpo6Yu0zNATd6XSqpaUlGIIeyZ5gQtABAABmlqF10Pz581VQUKCFCxequrpaHR0dwWPj2SNinNvQ0KATJ07oxIkTyszMlMPhkM1mG/E7iYmJ6ujoUFVV1Yj3Ma7p9XqVm5ur%2BPj4cfxSAAAAAACADxGADgAAAAAAMIsYDcsOh0MDAwM6d%2B6cnE6ntm3bpocffliSLtvQbBz7/e9/r5dfflnSyI0yZrNZy5cv1/bt25WUlHRFz208U319vY4ePRoc3LVmzRrdddddqq2tlcfjGXOw/9DP77rrLt1zzz3B6zMIHwAAzEahw6kOHz6szs7OUYegGtra2hQTE6Ps7OxRG5mvlUAgIJfLpaamJpWXl4eFZRYUFMjn86m3t1fSyEMVzGZzMCR93bp1uu2229gYBwAAZq2hIehjrfNdjRB0YwhBIBDQO%2B%2B8ExxYMJRx7aamJsXHx6ugoCDs%2B%2BO9X19fn1588UUdO3Ys7PpGzbtmzRqtW7du3L8HAABgurPb7crJyVEgEFBFRUVEIehGDdXT0yOz2ay8vLwpXwMMDUHPzc1VTU3NuEPQDx8%2BrNLS0ikPdAcAALiaXC6XFi1apLq6OjU2NkYcgm42m%2BX1enX69GndfPPNiomJmfKaKRAIyO12q6amRtXV1SP%2BjtDAzFtuuUVWq5U6DwAAXHdMJpNMJpOioqK0Z8%2BeMYfKG%2Bts9fX1Sk5OVk5OzpTvkQgEAoqJidHp06fV0NAQFvBUUFCg7u5uDQwMRHQdQtABAMBsl5KSot7eXpWXl49Z94UyjkcSeCmF77ENBAK64YYb9JnPfEbr169XWlrasID1SIX2Hc6ZM0d79%2B6Vz%2Bcb9kzGv1esWKEFCxZEfH0AAIDZJiEhQbGxsXr//fcvGyQZKnS9L7Suuxxj7VCSbrnlFt1xxx3atWuXXC6XLBZL8JxIhAZY5uXl6cyZM6qvrx/xXIvFoqioKO3YsWPK%2BxQBAACmi7FC0Md6B0oIOgAAwMxn1EROp1Pz5s3TunXrZLfbFQgE1NTUFKyzIn1XHPput6mpSUePHlV7e7vi4uKUkJAw7FzjXqdPn1ZfX9%2Bo92lubta8efO0cOFC6jgAAAAAADBuBKADAAAAAADMMsYQrLi4OPX392vVqlXatWuXpMiDwMvKyvSrX/1KHo9nWJCR0cQSGxur%2B%2B67Tzk5OZPyzJLk8/n05z//OXiPhoYGffazn9WiRYtktVrV2NgY1khj/BaLxRL8bampqdq1a9e4fzMAAMBM5nK5FBUVpUOHDo3ZUGwEhldWViozM1Pz58%2B/apvdImHct6amJhhoKUkOh0Pbtm1TcnKy6urq1N/fH3a%2BpLA6ddOmTXrkkUeo%2BwAAwKw3NAQ9koECkxWCbpzvcrn01ltvyePxjFl3BgIBnTx5UvPnz1d6evq4hhiEruk9//zzevPNN8OuazxPYmKidu3apZSUlCmtawEAAK4WIwRdUsQh6NKH7127uroUGxuruXPnBoeYThWjFoyPjx93CLrdbld7e7t2796tbdu2MSgVAADMai6XS/n5%2Baqvr484BD0QCMhisainp0eNjY1asmSJoqKipnQQlXHfS5cu6eTJk5etX9evX6/o6Ohr8WgAAADTUnJysvr6%2BlRWVjZm7WQ2mzU4OKiysjLl5eUpNTV1yvv/zGazysvLVVFREfzc6XRq165dslgswUH5l0MIOgAAmO0sFotcLpdaWlrU0NAQcQh6JIy6zHj/mp%2Bfr40bN%2BqLX/yiUlNT5XA4guddyT2kD%2Bu23bt3B/d4hDJ%2BjxG4DgAAcD0y1rTcbrc8Ho%2Bqqqoirv3GUxsaNWAgEJDNZpPb7dZjjz2mzZs3a%2BHChZI04bXD0D0nXV1dOnr06IjPbzzD1q1bZbfbx30fAACA2WqsEHTj%2BEhmWgh6f39/WAg6AADA9S60JvL7/bLZbMrPz9fy5ctls9nU0NCg/v5%2B%2Bf1%2BWSyWca0Hms1mdXd3q7KyUu%2B%2B%2B67cbrcSEhLkcDhkMpk0ODgos9ms%2BfPnq6WlReXl5SP23xm13qlTp1RcXKykpKRJ%2B/0AAAAAAOD6QAA6AAAAAADALBUbG6u8vDwVFRVJiiwI3Ghyfvvtt/Xuu%2B8qEAiENcUYjdWSdP/996u0tHRSn7m1tVV79uwJa4K%2B6aablJubq7y8PBUXF6upqUmDg4Pq7e0Neza73a7t27dr%2B/btWrt2bcS/GQAAYLZwuVyqqalRQ0PDZTe8eb1eHT9%2BXEuXLlVCQsKUDUE17uvxeLR///5gDTg4OKi0tDQ98MAD6u/vV0tLi7q7uyV92EBtbNCTPgw/f/jhh6n7AADAdWNoCPpYtdxkh6Abm%2Bza2tp07ty5sPXCofc1NtwdPnxY6enpmj9/fsQh6MbxX/ziF3r55ZclKWxAq/GbFi5cqJ07d8pqtTIgAQAAzFp2u13Z2dmSIgtBN%2Bqirq4utbS0KDU1VSkpKVNeL00kBN0IdJKkW2%2B9VTfffPO1elwAAIApExqC3tDQEHEIuiR5PB45HA5lZmbKZrNdq0cexlh79Hq92r9//6jriNKH653bt2%2Bf0ucFAACYLs6cOaOenp4xB8pbLBYNDAzoyJEjWrlypeLi4qa8/6%2BqqkonTpwIPvfAwIAyMzN17733qqamRrW1tRFdjxB0AAAw2yUlJcnhcKipqUmtra2TEoJufN8In7z77rt1xx13BPf%2BTmat6PP5ZLPZdODAAbW3tw%2B7rslkkt1u15133qnY2NhJuScAAMBMY9RI0dHRioqKUnNzs5qamial9pPC679AIKB58%2BZp48aNuv/%2B%2B1VYWCiHwyHpo70kV/o7ent79c4774y6Xmm1WrVt2zbZbDbW8QAAAEJcLgT9ciHjMyEEvbq6Wq2trSooKJDT6Zz05wIAAJjJjHrQbDYrKipKixcvVlZWlpKSklRRURHcN2ucezmha4L9/f06dOiQWlpa5PV6lZmZGazRTCaTCgsLde7cOTU2No54HbPZLJ/PJ5/PpxtuuCG4pggAAAAAABAJAtABAAAAAABmsfFuTjOZTKqvr9e///u/a2BgYFgTstEYU1JSol27dsnhcEzqQKn%2B/n698cYbwev5fD6lpaUpPz9fNptNycnJWrNmjYqLi5WRkaFFixYpJydHmzZt0ic%2B8QmtXbtWqampkgg/BwAA1x%2Bn0ymPx6OjR48Gh1eNNQS1v79f77//vm666SbFxMRMyRBU434tLS166623wj4LBALatGmTcnNzZbFY1NbWpo6OjuAxifBzAABw/Roagj7WGt1khqCH1mpvv/12RIMMfD6fDh8%2BrNTUVGVkZIRdI/Teoc/i9Xr1s5/9TC%2B99JKk4eHnfr9f8fHxeuKJJ5SYmDhlA/0BAACulYmGoLe1tamlpUWZmZlyu91TXjONJwQ9tAa844479NBDD0ma3AH9AAAA05XT6Rx3CLr0Yf9de3u7kpOTlZaWNmXvUY16ra%2BvT3/6059GrPcMUVFR2rBhg6Kioq7V4wEAAExLaWlpamxsVHl5%2BWXf/1osFvX19emDDz7QihUrprz/79KlSzp8%2BLCkjwb1R0VFad26dSouLlZNTY3q6uoiHtRKCDoAAJiNQsOOHA6HOjs71dzcPKEgzNDzjfevt956q%2B655x6tX79e8fHxwWOTuUZoNpvV3d2tP/zhD%2Brt7R12PBAIyGazacuWLYqJiZm0%2BwIAAMw0Ru2Xmpoqh8OhpqYmtbW1XXEIemhPXXx8vJYtW6YvfvGLWrZsmRITE8PW0a50Pc24VkdHh/bu3Tvsna/JZJLJZFJmZqZ27NgxKfcEAACYbcYKQY90T/B0DEE3fpck3XTTTVq1atWkPw8AAMBsYNRtRg2XkpKixYsXq6SkRK2trfJ6verp6QmutUVa5xl1WnV1tU6cOKHa2lotXLhQNptNZrNZJpNJVqtV5eXlo77XlaTu7m4VFRUpKSmJfbsAAAAAACBiBKADAAAAAABcByJpJDEaTl577TV98MEHslgsI25Ck6TS0lKtWLEi4mtHqrm5Wbt37w5rcM7JyQlrvrZYLHK73crNzVVBQYGKi4uVmZmp%2BPj4Sd2QBwAAMJMYddDChQtVVVWlS5cuRTQEtaenR6dPn1ZJSYlcLteUNSHX1NRo7969YZ/19/dr/fr1iomJUXZ2tmJiYuTxeNTU1CRJ2rx5M%2BHnAADgujZSCPrlwsgnIwRd%2BnD4fm9vr86dOxfRoIXBwUG9%2B%2B67stlsio2NVVxc3LAgdJPJJK/Xq%2BPHj%2BvXv/61du/eLSl8SJexbhgVFaWdO3dq%2BfLlMpvN1IQAAOC6MNEQ9ObmZjU1NSkjI0Px8fFT/h41khD0oeHn999/vyQFgz8BAACuB%2BMNQTfqvM7OTrW1tSk7O1sJCQnX8pGHaW1t1RtvvDHiMeN5MzMztXnzZuo8AABwXTPemRYWFurcuXNqbGyUNPqeCOM9rMfjUXl5uZYuXTql/X8VFRV6//33g88mST6fT%2BvXr5fL5VJJSYnOnz%2BvhoaGiAKeCEEHAACzUWjYUUZGhhISEuTz%2BVRTUxMWVD5SzWN8ZtRSRj01f/58FRYW6m//9m918803a968eZLCe/Imi3HNzs5OvfHGGxoYGBjxGRcvXqxt27ZRuwEAgOtaaO2Xnp4up9Mpj8ejxsbG4N7e8YSgD60DN2/erO3bt%2BsTn/iEXC6XrFZr8L6TxXj%2BsrIy7du3b9RrL1q0SKWlpdR/AAAAoxgrBF1SRHuCp1MIeuhej4997GO67777gs9LTQgAADCy0DrJ7/crMTFRS5cuVW5urjwej%2Brq6oLHI1k7DK29vF6vqqqqdPbsWfl8PiUlJcnpdCo%2BPl6VlZW6dOnSiNc0mUzq6elRQ0OD1q1bF6z7qOkAAAAAAMDlEIAOAAAAAAAASR81xbzwwgtqamoateklKSlJjzzyiKKjoye9QeX06dM6cOBAWONzYmKiVq1aFdEwe5plAADA9Sp0k9q8efNUXl6u9vb2Mb9j1HLt7e26ePGilixZIqfTeU2HoBr3OnHihI4cORKsAc1msywWi3bs2CGHwyGz2az58%2BcrNTVVra2tys/P1yOPPMIQfAAAcN0bGoI%2BVi032SHoUVFRqqqqUltb25jnhQ7oOnHihC5evKiLFy/K7XZrcHBQPp9PTU1Nunjxon72s5/prbfe0unTpyWFD0MwmEwmLV68WDt27FBCQgJrggAA4Loy3hB041hDQ4MaGxtnRAi6xWIh/BwAAOD/TDQEvbm5WS0tLSooKJDT6byWjyzpo/fATU1N2rt3rySN%2BszZ2dm65ZZbruXjAQAATDvGepnVapXL5VJFRYW6u7vH/I5RXxlB4YsXL77m/X/G%2BuSBAwd09uzZsCGodrtdt99%2Be/DvK1eu1NmzZ9XU1EQIOgAAuG6Fhh2lpaUpJydHaWlpOnPmjCSFvf81m83Dhswbn8%2BdO1cbN27U3Xffrdtuu01ut1tmszl43tWomYxrvvrqqzpy5Mio91i2bJlKSkom/f4AAAAzzdAQ9KSkJNlsNl24cCG4Nmb0ww2trYzazjgvEAjI7XartLRUn/rUp3T77bdr/vz5knTV1gONa77//vs6fvz4sOPGHpENGzZo0aJF13RdEgAAYKYZKwR9pJBxw3QLQQ/d78teDwAAgIkxakOHw6HU1FTdcsstiomJkdlsVl1dXbAujLTWM2q11tZWVVRU6OzZs8rOzlZqaqry8vL09ttvq7%2B/f1jNaTKZZDab1dzcrOjoaC1atIj1PQAAAAAAEBEC0AEAAAAAABB08uRJ/fa3vx3znISEBG3cuFEOh2PSG1ROnjypDz74IKw5xul0auPGjQyrAgAAuAyjVnI6nerv71dlZaUGBgYi%2Bm5zc7MuXbqkwsLCazoE1bjHH/7wB1VXV4cNbggEAtq6dauio6ODm%2BHmzJmjkpISrV27ltoQAADg/wwNQY904MGVhqAnJyerq6tL5eXlGhwcHPO7ofdtbm7WuXPntHfvXu3evVvvvPOOXnnlFb399tuqrq6Wx%2BORNDz83Pi%2B2%2B3Wvffeq0WLFo3j/xIAAMDsMZ4Q9NA6bCaEoLe3t2twcFASA7EAAAAM4w1BN47V19ersbFRS5YskcPhuMZP/WG999Zbb%2BnYsWMjHjcG4q9fv1433HAD/YEAAOC6Z9RC8fHxam1t1cWLF%2BXz%2BSL6blNTk2pra695/5%2BxZvfKK6%2Bovr4%2BrP/PYrFo%2B/btstvt8vv9stvtuummm3Ty5Em1tLQQgg4AAK5boWFHLpdLeXl5KikpUWZmpvr7%2B2WxWNTV1RUcOO/3%2B5WUlKTc3FwtXbpUn/70p7V161aVlpbK7XYH19mu5vtU43n7%2Bvr0xz/%2BUbW1tSPWZG63W5/%2B9KeVmJhI3QYAAKDw2i8lJUWFhYVKT0/XpUuX5Pf7h%2B3/NdbMjP8kqaioSMuWLdNjjz2mVatWKT09fdg9rpbW1lb96le/Ultb27D1vEAgIKvVqvvuu29a9CMCAABMd5cLQR%2BtnpouIehWqzX4/pq9HgAAAFfGqOGMem7hwoVavHix0tPTVVlZqcHBwTH3DYcKrSX7%2B/vV2Niot99%2BWw6HQ5mZmcrOztaRI0fk9XqH1Y7GOqTJZFJRUZGio6OvWe8hAAAAAACYuQhABwAAAAAAQNCpU6d08ODBEZtcjCaUZcuWae3atZN6X7/fr0AgoBdffFH19fXBZm1JSk9PJ%2BASAABgHCwWi9LS0lRVVaXa2tqIm5ibm5tVV1engoKCazIE1Wh87urq0quvvqq2trbg/YzG6G3btsnlcoU9x1QM5wcAAJjuhoagj1XLTUYIunFeQUGBampqdPHixcsOKTBqUuP6Pp9P/f396u7u1uDg4LAhDaE1rMVikd/vl8Vi0SOPPKIbb7wxeA7rhgAA4Ho0G0PQ8/LyVFVVpaamJu3cuVMPPPCAJAZiAQAASOMLQQ%2Bt/2pra9XQ0KDly5fLarVes%2Bc16sw9e/aoqqpqxLrTGIr6yU9%2BUomJiVNemwIAAEwXdrtdGRkZKisrU3NzczDQciyBQCAYgn6t%2B/%2Bampr02muvyePxhPX/SdKWLVtkt9uDwZ0Oh0OrVq0iBB0AAFz3htYybrdbOTk5uvXWW7Vx40atXbtWW7du1bZt27Rt2zbt3LlTmzdv1rJly5SamhrcY2HUfFe7NjKuv2/fPv32t78d9huMui41NVXbt2%2BXw%2BGgXgMAAPg/oXWRzWZTRkaGVqxYoRUrVshutyslJUVms1kOh0MpKSmaO3eusrKygjXgPffco6VLlyo2NlZms/ma1FlGnXn%2B/Hn96U9/0sDAQNg6nlH/FRcXa9OmTdfsuQAAAGa6sULQjeMjmQ4h6H6/XxLh5wAAAJMptD6MiopSVlaWFi9erISEBDU3N6urqyt4biS9dtKHs1m8Xq9Onjyp6upq2e12JScnq6qqKljThd5fkhoaGuR2u5Wfn886HwAAAAAAuCwC0AEAAAAAABBsevnzn/%2Bs8vLyMZtbsrOzdeONN07q0CiTySSfz6ff//736uzsDLt2amqq1q5de9UHcAEAAMwmUVFRysvL03vvvafu7u6IhqD6/X41NjaqurpaRUVFV30IqnHdQ4cO6fXXXw/73Gw2KzExUTt37pTVaqUOBAAAiMDQEPSx1u%2BuNAQ99Lybb75Z5eXlqqurG9ewgkg210kKDsOXpMcee0xr164Nfp86EQAAXM9mWwh6XFycsrOzlZWVpV27dkliIBYAAECoiYagX7p0SfX19Vq2bNk1DUE/deqUfvrTn464jmfUeMuXL9dtt93GO2EAAIAhjNpv37596uvrG3f/X2FhoVwu1zXp/zt48KD27NkT9rnJZNKcOXN0%2B%2B23y2KxBD8jBB0AAGB0Ru1msVgUGxuruLg4xcTEKDY2Nrh%2BZtRARh10Leuh8%2BfP69lnn5XH45HFYgn29BnPZTab9dBDDyk3N5daDQAA4DKcTqeSkpJUUlKiVatWadOmTdq8ebO2bt2q9evXa/Xq1crJydHcuXMlfbTmdi1qLKO2GxgY0A9%2B8AM1NDSEreEZ9Z8kbd68WYWFhdR%2BAAAA43C5EPRIegKvRgj6SGt6Rgh6U1OTqqurCT8HAAC4CowazKjH3G63Fi1apNWrV6ujo0Ner1cejydYD16OcZ7P51NDQ4POnTunzs5Oeb1eDQ4ODjvfqDErKiq0aNEizZkzZ9J/IwAAAAAAmF0IQAcAAAAAAECw6eX1119XXV3dmAOkkpKSdMstt4R9bzLs2bNHe/bsCTbAGH9mZGRo9erVNDwDAACMU0xMjAoKCrR3714NDAyMawhqZWWlioqKrvoQ1NraWv3yl78cNsg0EAgoNzdXmzZtYvgBAADAOFzrEHQjZHPt2rU6e/asGhoaJrV%2BCx2O9cgjj2jjxo3BZ6dOBAAAmH0h6G63Wzk5OZIYiAUAADCSiYag19TUqK6uTkVFRXI4HFf9Obu6uvTaa6/pwoULYWt8EgPxAQAAIhUbG6tFixbpwIED8nq9EfX/GWt/FRUVWrx4sWJiYq5q/19NTY1%2B/vOfq729fVhdmpOTow0bNoTdmxB0AACA0Q2tm0Y6NlW1T2trq1599VWdPn1aPp8vrHYzarklS5Zo06ZNcrlc1GgAAAARCA0Ulz4MlzQMXdO7lvWVyWTS4OCgfve732n//v3BNb2hioqKdN9998lms7FOBwAAME5jhaCH9v0NdTVC0Nvb2xUVFRX2TKGMEPSMjAzt3LlTEns9AAAArobQOiwQCCg6OlorV65Uenq6oqKiVFFREawRL9dvZ9R1gUBAPp9P3d3dI4afG%2BcafzqdThUWFspisUziLwMAAAAAALMNAegAAAAAAAAI2r9/v2pra8dsZE5JSdHatWsnfQPam2%2B%2BqfPnzw9rpFm/fr1uuOEGGp4BAAAmICEhQRkZGTp8%2BLC8Xm/Eg0IbGxt16tQpLV269KoNQR0cHNT%2B/fu1f/9%2Beb3e4HMZg1qXL1%2BuZcuWMfwAAABgnK5lCLrZbA6GbK5bt06VlZWqra0NO365%2BnMkofeNiorSI488og0bNkhiOAIAAMBQsykEfax/AwAA4EMTDUG/dOmSamtrlZWVpZiYmKtSbxlrimfOnNHvfvc79fb2jnruihUr9NnPfnbUwakAAACQkpOTNXfuXB05ciTi/j9Jam5u1rFjx7R06VLFxsZelXrL6/Vq3759evfddzU4ODhq/99IYU2EoAMAAMwcXq9Xhw4d0iuvvKLe3t6w2stsNgfDMHfu3Kni4uKpekwAAIAZx2QyBWur6dQ7FwgEdOTIEb3%2B%2Butqb28ftmZnNptlNpu1YcMGFRUVyWw2sz4HAAAwAZcLQY9kT/CVhqCXl5frF7/4haxWq%2BbPnz9qL5/NZlNGRoYk9vcCAABcC0ZtZzablZKSouXLl2vBggUKBAJqbm7W4OBgsCacjLU5Y27MuXPnVFpaqvj4%2BEn4FQAAAAAAYLYiAB0AAAAAAABBBw8eVE1NzZhNLO3t7SosLFRycvKk3ffIkSP6yU9%2BIknDNumtW7dOmZmZk3YvAACA601aWpri4uJ0/PjxsMblsZhMJrW3t%2BvAgQNavHixEhISJu15jE1zFy5c0HPPPafOzs6wZzI23D3wwANKTk5m%2BAEAAMAEjBSCHkkI0pWGoK9Zs0bd3d1qbW1Vb2/vmPcd63qBQEA2m01ZWVl68MEHtXr1akkMRwAAABjNbAlBBwAAQGQmGoJeV1enS5cuKTk5WW63OxhOORl1oM/nk8ViUVNTk77//e%2Brubl51GdKTEzU9u3bg32B1KEAAACjmzt3rlwul06dOhVx/5/ZbFZHR4f27dunG264YVL3foT2//3kJz9RV1fXsP4/k8mk%2B%2B%2B/f9T%2BP0LQAQAAZo7jx4/rpz/9qdrb28PqNSMMSZLWr1%2Bve%2B65R5KozQAAAGa4hoYG/fa3v9WZM2ckhb/LNZvN8vv9Sk9P18MPPyyHwzFVjwkAADArjBWCbhwfyWSEoLe2tuqll17SoUOHVFNTI7fbPWYIeugzAwAA4Ooz6i6jvktPT1dBQYGKiop04cIF9fX1yefzSdK4Z7oMZXzf5XLpr/7qr1j3AwAAAAAAYyIAHQAAAAAAAEHvvvuuampqLnteZmam8vLyIm52HktjY6N%2B97vf6dKlS7JYLPL7/cFjKSkpuvfeexUVFXVF9wAAALieGZvdHA6Hzp49G/EQVIvFop6eHh04cECpwuelhwAAIABJREFUqalyu92y2%2B2SJj6Uyhi839raqn/%2B539WY2NjcOiB9FEjdGFhobZs2SK73c4GOAAAgAkaGoI%2B1lreZISgG%2BctW7ZMMTExwUAlo%2B4cqwY1jhnXiYuL08aNG3XnnXdq8eLFYc8IAACAkRGCDgAAcH2ZaAh6Y2OjqqurJUlpaWlyOBxX3Afo9/tlsVjk8Xj0T//0T6qrqwt7D2wwnmHlypW64447ZLPZqD8BAAAuw2w2Kz09XXa7PeL%2Bv0AgIIvFor6%2BPh06dEgJCQmKj48P7su42v1/ixYt0pYtW%2BRwOMYcjE8IOgAAwPRWVlam//iP/1Bzc3NY3Rcafp6fn69PfvKTcrvdwXoRAAAAM1N7e7t%2B%2Bctf6sCBA5LC94CE7vV44oknlJaWNinzZgAAAK53lwtBj6QncLwh6D6fT4cOHdLrr7%2Bunp4edXZ2qra2VvHx8RGFoAMAAODaCa3NoqKilJqaqlWrVik2NlZer1fNzc0RzXQZjcVikc/nU2pqqr773e8qPj6edT8AAAAAADAmAtABAAAAAAAQbGhpaGjQ8ePHR21cMTalVVZWavXq1XK5XFfUqOz3%2B3XgwAG9%2Beab8nq9wxpn5s%2Bfr3Xr1gWDNgEAADAxFotFmZmZslqtOnfu3LiGoPb39%2Bvo0aPy%2B/1yuVxKSEiIOAhz6PXMZrM6Ozv1zW9%2BU7W1tbJYLCMOwdqyZYuKi4tpggYAALhCQ0PQx1rLu9IQ9NDzsrKytHjxYiUnJ6uhoUEDAwMaHBwMnid9WKMa9zPqQLfbrczMTP3N3/yNbrrpJqWlpQWfjdoQAADg8ghBBwAAuL5MNAS9vb1dFy9eVF1dnXJzc%2BV0Oq/oOUwmkxobG0d8D2wwPsvIyNCXvvQlOZ1OBmMBAABEyGq1KjMzU2azWeXl5ePu/zt%2B/Lj6%2B/vldDqVlJQ04YH1JpMpov6/zZs3q6SkJOJ3zA6HQ6WlpRMOQc/OziYEHQAAYJJVVFToX//1X9XU1BQWfh4qKSlJW7Zs0dKlS2U2m6nFAAAAZrCBgQE9//zzeuuttyQprAY01v6ioqK0Y8cOrVy5UlarlfoPAABgkowVgh7a9zfU0BD0gYGBiOa0lJWV6ZlnnlF7e3vwnW9HR4fq6%2BsVFxcXDEEHAADA9BBam/n9fkVHRys3N1erV69WIBBQV1eXurq6gj2DkYagh4aff/Ob35Tb7ZbP55PFYrlaPwUAAAAAAMwCBKADAAAAAAAg2NDS19end955Z9SGFaOhpbe3V62trSoqKpLD4Rj3oChjcGllZaWeeeYZdXR0hDVZG43Vn/nMZ5STk3PlPxAAAADBIagmk0kVFRURD0E1m83yer2qqKhQTU2NrFarMjIygvXfWEPpQ%2BtEk8mkmpoaffvb3w4OP/X5fMFjxnOsXLlSn/vc54Z9HwAAABNzrUPQjetHRUUpLy9PS5cuVXFxcXCgvsfjCdaBVqtVFotFeXl5Ki0t1cc//nF97GMfU0pKiux2e9h1AQAAEBlC0AEAAK4v4w1BN%2Bq83t5eVVVV6dChQ0pPT5fL5QquyV3uPW3o8Z6eHp06dUrf//73VV9fH/Ye2GB8NmfOHD355JNyu93B5wQAAEBkbDabsrKyJtz/V1lZqYqKClksFmVnZ4%2B7/0%2BSqqur9Z3vfGdY/1%2BokpISPfTQQ8GApEhD0O12%2B4RD0GtqapSTk0MIOgAAwCTw%2BXw6efKkfvjDH6qxsXHU8HOr1arS0lJ97GMfk91upw4DAACYwTwej372s59p9%2B7dkjRiDWg2m1VcXKzt27crMTFxKh4TAABgVpusEPSuri7dcMMNstlskhR8ryx9%2BG743Llz%2Brd/%2Bzc1NzeHvdMNBAJqa2tTXV2diouLFRMTc01/PwAAACJjvJM1m82yWq1asmSJsrKylJKSolOnTgXX9Uwm05jvbwk/BwAAAAAAE0UAOgAAAAAAAILsdruOHj0qj8cTFkIZyvjM4/EoEAgoKytrXAMKjMGlLS0t%2Bu53vztsCILRTJ2RkaHbbrtN8fHxk/sjAQAArmM2m03Z2dmyWCwqLy8f1xBUn8%2BnpqYmHTx4UN3d3XK5XEpMTAxudjPqQb/fPyz4vLGxUe%2B9956efvppNTQ0jDr8NDk5Wdu3b1dGRgYDsAAAACbRSCHokQw8mGgIunEdk8mk2NhYpaWlqbS0VLfddptKS0u1YcMGrVu3Ttu2bdPOnTu1detWlZSUaM6cObJarRHdBwAAAKMjBB0AAOD6Mp4Q9FBms1kej0cHDx5Ue3u7AoGA5s%2BfH6wDfT5fcPCV3%2B8PXtc4XlFRoT179uiFF15QS0vLmOHnycnJ%2BupXv6q5c%2BcSfg4AADBBRv%2BfzWbTuXPnxt3/197ersOHD6u1tVUWi0Wpqalhw%2B6H1n3Sh%2B9/6%2BvrdejQocv2/yUlJWnr1q3BgPVI1xevNAS9o6NDp0%2Bf1g033MD%2BEwAAgHEK3bfR1dWlI0eO6JlnnlFTU9OowZeBQEDFxcX6/Oc/L6fTyXofAADADBNaAzY3N%2BvnP/%2B53nzzTUnDw8%2BN89LS0vSpT31KeXl51/6BAQAArhOTEYJeUVGh2tpa2e12paSkyGq1SpIaGhp05MgR/fjHPx629hf6Xnf16tVas2bNtfnBAAAAuCJGz19ycrIKCwtVXFysgYEB9fb2qqenJ1gjDu3jI/wcAAAAAABcCQLQAQAAAAAAEBQdHa2qqiqdP3/%2BsoOi%2Bvr6gkOlFixYILvdHnEAUmtrq771rW%2Bprq5OFoslrBHauO%2BOHTt08803T84PAwAAQJAxBDUqKkpnz57V4OCgLBbLZYegSh8NqyovL9fp06d1%2BvRppaamKhAIyOl0SlLY4NLu7m4dPnxYL774ov785z%2Brvb19zCFYpaWl2r59u6xWK%2BFKAAAAk2xoCPpYa3lXGoIuhQ89MOpJIxDd7XYrKSlJ8fHxYXWkcW1qQQAAgCtHCDoAAMD1ZSIh6EYd6PV6VVlZqX379qmpqUnt7e2aO3euLBZLcIiVyWQKhhidOXNG%2B/fv149//GOdOnUqOBxr6HtgYzDWnDlz9JWvfEVZWVnBewIAAGBijP4/p9OpM2fOTKj/78KFCzpx4oSOHj2q%2BPh4BQIBxcXFSQqv%2B9ra2nT48GH9z//8j/7yl7%2Boo6NjzP6/VatWaefOnbLZbOP%2BXRMNQbdarfJ6vQoEAtqyZYtcLte47w0AAHA9M94H19TUaPfu3frNb36jtra2Udf7/H6/srKy9OUvf1mxsbGEnwMAAMwwRv3m8/l09uxZ/frXv9be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class=&quot;img-responsive center-img&quot; alt=&quot;Matrix&quot;&gt;\n",
+       "            &lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "\n",
+       "    &lt;div class=&quot;row header&quot;&gt;\n",
+       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;sample&quot;&gt;&lt;/a&gt;\n",
+       "        &lt;h1 class=&quot;page-header&quot;&gt;Sample&lt;/h1&gt;\n",
+       "    &lt;/div&gt;\n",
+       "            &lt;div class=&quot;row variable&quot;&gt;\n",
+       "            &lt;h2 class=&quot;indent&quot;&gt;First rows&lt;/h2&gt;\n",
+       "                &lt;div id=&quot;sample-container&quot; class=&quot;col-sm-12&quot;&gt;&lt;table border=&quot;1&quot; class=&quot;dataframe sample table table-striped&quot;&gt;\n",
+       "  &lt;thead&gt;\n",
+       "    &lt;tr style=&quot;text-align: right;&quot;&gt;\n",
+       "      &lt;th&gt;&lt;/th&gt;\n",
+       "      &lt;th&gt;average_montly_hours&lt;/th&gt;\n",
+       "      &lt;th&gt;department&lt;/th&gt;\n",
+       "      &lt;th&gt;last_evaluation&lt;/th&gt;\n",
+       "      &lt;th&gt;number_project&lt;/th&gt;\n",
+       "      &lt;th&gt;promotion_last_5years&lt;/th&gt;\n",
+       "      &lt;th&gt;quit&lt;/th&gt;\n",
+       "      &lt;th&gt;salary&lt;/th&gt;\n",
+       "      &lt;th&gt;satisfaction_level&lt;/th&gt;\n",
+       "      &lt;th&gt;time_spend_company&lt;/th&gt;\n",
+       "      &lt;th&gt;Work_accident&lt;/th&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "  &lt;/thead&gt;\n",
+       "  &lt;tbody&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;0&lt;/th&gt;\n",
+       "      &lt;td&gt;157&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.53&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.38&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;1&lt;/th&gt;\n",
+       "      &lt;td&gt;262&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.86&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;medium&lt;/td&gt;\n",
+       "      &lt;td&gt;0.80&lt;/td&gt;\n",
+       "      &lt;td&gt;6&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;2&lt;/th&gt;\n",
+       "      &lt;td&gt;272&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.88&lt;/td&gt;\n",
+       "      &lt;td&gt;7&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;medium&lt;/td&gt;\n",
+       "      &lt;td&gt;0.11&lt;/td&gt;\n",
+       "      &lt;td&gt;4&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;3&lt;/th&gt;\n",
+       "      &lt;td&gt;223&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.87&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.72&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;4&lt;/th&gt;\n",
+       "      &lt;td&gt;159&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.52&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.37&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;5&lt;/th&gt;\n",
+       "      &lt;td&gt;153&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.50&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.41&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;6&lt;/th&gt;\n",
+       "      &lt;td&gt;247&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.77&lt;/td&gt;\n",
+       "      &lt;td&gt;6&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.10&lt;/td&gt;\n",
+       "      &lt;td&gt;4&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;7&lt;/th&gt;\n",
+       "      &lt;td&gt;259&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.85&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.92&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;8&lt;/th&gt;\n",
+       "      &lt;td&gt;224&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;1.00&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.89&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;9&lt;/th&gt;\n",
+       "      &lt;td&gt;142&lt;/td&gt;\n",
+       "      &lt;td&gt;sales&lt;/td&gt;\n",
+       "      &lt;td&gt;0.53&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.42&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "  &lt;/tbody&gt;\n",
+       "&lt;/table&gt;&lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "        &lt;div class=&quot;row variable&quot;&gt;\n",
+       "            &lt;h2 class=&quot;indent&quot;&gt;Last rows&lt;/h2&gt;\n",
+       "                &lt;div id=&quot;sample-container&quot; class=&quot;col-sm-12&quot;&gt;&lt;table border=&quot;1&quot; class=&quot;dataframe sample table table-striped&quot;&gt;\n",
+       "  &lt;thead&gt;\n",
+       "    &lt;tr style=&quot;text-align: right;&quot;&gt;\n",
+       "      &lt;th&gt;&lt;/th&gt;\n",
+       "      &lt;th&gt;average_montly_hours&lt;/th&gt;\n",
+       "      &lt;th&gt;department&lt;/th&gt;\n",
+       "      &lt;th&gt;last_evaluation&lt;/th&gt;\n",
+       "      &lt;th&gt;number_project&lt;/th&gt;\n",
+       "      &lt;th&gt;promotion_last_5years&lt;/th&gt;\n",
+       "      &lt;th&gt;quit&lt;/th&gt;\n",
+       "      &lt;th&gt;salary&lt;/th&gt;\n",
+       "      &lt;th&gt;satisfaction_level&lt;/th&gt;\n",
+       "      &lt;th&gt;time_spend_company&lt;/th&gt;\n",
+       "      &lt;th&gt;Work_accident&lt;/th&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "  &lt;/thead&gt;\n",
+       "  &lt;tbody&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14989&lt;/th&gt;\n",
+       "      &lt;td&gt;159&lt;/td&gt;\n",
+       "      &lt;td&gt;technical&lt;/td&gt;\n",
+       "      &lt;td&gt;0.57&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.43&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14990&lt;/th&gt;\n",
+       "      &lt;td&gt;228&lt;/td&gt;\n",
+       "      &lt;td&gt;support&lt;/td&gt;\n",
+       "      &lt;td&gt;0.88&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.89&lt;/td&gt;\n",
+       "      &lt;td&gt;5&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14991&lt;/th&gt;\n",
+       "      &lt;td&gt;257&lt;/td&gt;\n",
+       "      &lt;td&gt;support&lt;/td&gt;\n",
+       "      &lt;td&gt;0.81&lt;/td&gt;\n",
+       "      &lt;td&gt;6&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.09&lt;/td&gt;\n",
+       "      &lt;td&gt;4&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14992&lt;/th&gt;\n",
+       "      &lt;td&gt;155&lt;/td&gt;\n",
+       "      &lt;td&gt;support&lt;/td&gt;\n",
+       "      &lt;td&gt;0.48&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.40&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14993&lt;/th&gt;\n",
+       "      &lt;td&gt;293&lt;/td&gt;\n",
+       "      &lt;td&gt;support&lt;/td&gt;\n",
+       "      &lt;td&gt;0.83&lt;/td&gt;\n",
+       "      &lt;td&gt;6&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.76&lt;/td&gt;\n",
+       "      &lt;td&gt;6&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14994&lt;/th&gt;\n",
+       "      &lt;td&gt;151&lt;/td&gt;\n",
+       "      &lt;td&gt;support&lt;/td&gt;\n",
+       "      &lt;td&gt;0.57&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.40&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14995&lt;/th&gt;\n",
+       "      &lt;td&gt;160&lt;/td&gt;\n",
+       "      &lt;td&gt;support&lt;/td&gt;\n",
+       "      &lt;td&gt;0.48&lt;/td&gt;\n",
+       "      &lt;td&gt;2&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "      &lt;td&gt;1&lt;/td&gt;\n",
+       "      &lt;td&gt;low&lt;/td&gt;\n",
+       "      &lt;td&gt;0.37&lt;/td&gt;\n",
+       "      &lt;td&gt;3&lt;/td&gt;\n",
+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
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+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14997&lt;/th&gt;\n",
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+       "      &lt;td&gt;0&lt;/td&gt;\n",
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+       "      &lt;td&gt;0&lt;/td&gt;\n",
+       "    &lt;/tr&gt;\n",
+       "    &lt;tr&gt;\n",
+       "      &lt;th&gt;14998&lt;/th&gt;\n",
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+       "    &lt;/tr&gt;\n",
+       "  &lt;/tbody&gt;\n",
+       "&lt;/table&gt;&lt;/div&gt;\n",
+       "        &lt;/div&gt;\n",
+       "\n",
+       "&lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
+       "&lt;footer&gt;\n",
+       "    &lt;div class=&quot;container-fluid&quot;&gt;\n",
+       "        &lt;div class=&quot;row center-block footer-text&quot;&gt;\n",
+       "            &lt;p class=&quot;text-muted text-center&quot;&gt;Report generated with &lt;a href=&quot;https://github.com/pandas-profiling/pandas-profiling&quot;&gt;pandas-profiling&lt;/a&gt;.&lt;/p&gt;\n",
+       "        &lt;/div&gt;\n",
+       "    &lt;/div&gt;\n",
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+       "/*! jQuery v1.11.1 | (c) 2005, 2014 jQuery Foundation, Inc. | jquery.org/license */\n",
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a=e.hoverState;e.$element.trigger(&quot;shown.bs.&quot;+e.type),e.hoverState=null,&quot;out&quot;==a&amp;&amp;e.leave(e)};a.support.transition&amp;&amp;this.$tip.hasClass(&quot;fade&quot;)?f.one(&quot;bsTransitionEnd&quot;,q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css(&quot;margin-top&quot;),10),h=parseInt(d.css(&quot;margin-left&quot;),10);isNaN(g)&amp;&amp;(g=0),isNaN(h)&amp;&amp;(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass(&quot;in&quot;);var i=d[0].offsetWidth,j=d[0].offsetHeight;&quot;top&quot;==c&amp;&amp;j!=f&amp;&amp;(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?&quot;offsetWidth&quot;:&quot;offsetHeight&quot;;d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?&quot;left&quot;:&quot;top&quot;,50*(1-a/b)+&quot;%&quot;).css(c?&quot;top&quot;:&quot;left&quot;,&quot;&quot;)},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(&quot;.tooltip-inner&quot;)[this.options.html?&quot;html&quot;:&quot;text&quot;](b),a.removeClass(&quot;fade in top bottom left right&quot;)},c.prototype.hide=function(b){function d(){&quot;in&quot;!=e.hoverState&amp;&amp;f.detach(),e.$element&amp;&amp;e.$element.removeAttr(&quot;aria-describedby&quot;).trigger(&quot;hidden.bs.&quot;+e.type),b&amp;&amp;b()}var e=this,f=a(this.$tip),g=a.Event(&quot;hide.bs.&quot;+this.type);if(this.$element.trigger(g),!g.isDefaultPrevented())return f.removeClass(&quot;in&quot;),a.support.transition&amp;&amp;f.hasClass(&quot;fade&quot;)?f.one(&quot;bsTransitionEnd&quot;,d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this},c.prototype.fixTitle=function(){var a=this.$element;(a.attr(&quot;title&quot;)||&quot;string&quot;!=typeof a.attr(&quot;data-original-title&quot;))&amp;&amp;a.attr(&quot;data-original-title&quot;,a.attr(&quot;title&quot;)||&quot;&quot;).attr(&quot;title&quot;,&quot;&quot;)},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d=&quot;BODY&quot;==c.tagName,e=c.getBoundingClientRect();null==e.width&amp;&amp;(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=window.SVGElement&amp;&amp;c instanceof window.SVGElement,g=d?{top:0,left:0}:f?null:b.offset(),h={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},i=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,h,i,g)},c.prototype.getCalculatedOffset=function(a,b,c,d){return&quot;bottom&quot;==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:&quot;top&quot;==a?{top:b.top-d,left:b.left+b.width/2-c/2}:&quot;left&quot;==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&amp;&amp;this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h&lt;g.top?e.top=g.top-h:i&gt;g.top+g.height&amp;&amp;(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j&lt;g.left?e.left=g.left-j:k&gt;g.right&amp;&amp;(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr(&quot;data-original-title&quot;)||(&quot;function&quot;==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&amp;&amp;(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+&quot; `template` option must consist of exactly 1 top-level element!&quot;);return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(&quot;.tooltip-arrow&quot;)},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&amp;&amp;(c=a(b.currentTarget).data(&quot;bs.&quot;+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data(&quot;bs.&quot;+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass(&quot;in&quot;)?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off(&quot;.&quot;+a.type).removeData(&quot;bs.&quot;+a.type),a.$tip&amp;&amp;a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null,a.$element=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.popover&quot;),f=&quot;object&quot;==typeof b&amp;&amp;b;!e&amp;&amp;/destroy|hide/.test(b)||(e||d.data(&quot;bs.popover&quot;,e=new c(this,f)),&quot;string&quot;==typeof b&amp;&amp;e[b]())})}var c=function(a,b){this.init(&quot;popover&quot;,a,b)};if(!a.fn.tooltip)throw new Error(&quot;Popover requires tooltip.js&quot;);c.VERSION=&quot;3.3.7&quot;,c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:&quot;right&quot;,trigger:&quot;click&quot;,content:&quot;&quot;,template:&#x27;&lt;div class=&quot;popover&quot; role=&quot;tooltip&quot;&gt;&lt;div class=&quot;arrow&quot;&gt;&lt;/div&gt;&lt;h3 class=&quot;popover-title&quot;&gt;&lt;/h3&gt;&lt;div class=&quot;popover-content&quot;&gt;&lt;/div&gt;&lt;/div&gt;&#x27;}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(&quot;.popover-title&quot;)[this.options.html?&quot;html&quot;:&quot;text&quot;](b),a.find(&quot;.popover-content&quot;).children().detach().end()[this.options.html?&quot;string&quot;==typeof c?&quot;html&quot;:&quot;append&quot;:&quot;text&quot;](c),a.removeClass(&quot;fade top bottom left right in&quot;),a.find(&quot;.popover-title&quot;).html()||a.find(&quot;.popover-title&quot;).hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr(&quot;data-content&quot;)||(&quot;function&quot;==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(&quot;.arrow&quot;)};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){&quot;use strict&quot;;function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||&quot;&quot;)+&quot; .nav li &gt; a&quot;,this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on(&quot;scroll.bs.scrollspy&quot;,a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data(&quot;bs.scrollspy&quot;),f=&quot;object&quot;==typeof c&amp;&amp;c;e||d.data(&quot;bs.scrollspy&quot;,e=new b(this,f)),&quot;string&quot;==typeof c&amp;&amp;e[c]()})}b.VERSION=&quot;3.3.7&quot;,b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c=&quot;offset&quot;,d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c=&quot;position&quot;,d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data(&quot;target&quot;)||b.attr(&quot;href&quot;),f=/^#./.test(e)&amp;&amp;a(e);return f&amp;&amp;f.length&amp;&amp;f.is(&quot;:visible&quot;)&amp;&amp;[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&amp;&amp;this.refresh(),b&gt;=d)return g!=(a=f[f.length-1])&amp;&amp;this.activate(a);if(g&amp;&amp;b&lt;e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&amp;&amp;b&gt;=e[a]&amp;&amp;(void 0===e[a+1]||b&lt;e[a+1])&amp;&amp;this.activate(f[a])},b.prototype.activate=function(b){\n",
+       "this.activeTarget=b,this.clear();var c=this.selector+&#x27;[data-target=&quot;&#x27;+b+&#x27;&quot;],&#x27;+this.selector+&#x27;[href=&quot;&#x27;+b+&#x27;&quot;]&#x27;,d=a(c).parents(&quot;li&quot;).addClass(&quot;active&quot;);d.parent(&quot;.dropdown-menu&quot;).length&amp;&amp;(d=d.closest(&quot;li.dropdown&quot;).addClass(&quot;active&quot;)),d.trigger(&quot;activate.bs.scrollspy&quot;)},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,&quot;.active&quot;).removeClass(&quot;active&quot;)};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on(&quot;load.bs.scrollspy.data-api&quot;,function(){a(&#x27;[data-spy=&quot;scroll&quot;]&#x27;).each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){&quot;use strict&quot;;function b(b){return this.each(function(){var d=a(this),e=d.data(&quot;bs.tab&quot;);e||d.data(&quot;bs.tab&quot;,e=new c(this)),&quot;string&quot;==typeof b&amp;&amp;e[b]()})}var c=function(b){this.element=a(b)};c.VERSION=&quot;3.3.7&quot;,c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest(&quot;ul:not(.dropdown-menu)&quot;),d=b.data(&quot;target&quot;);if(d||(d=b.attr(&quot;href&quot;),d=d&amp;&amp;d.replace(/.*(?=#[^\\s]*$)/,&quot;&quot;)),!b.parent(&quot;li&quot;).hasClass(&quot;active&quot;)){var e=c.find(&quot;.active:last a&quot;),f=a.Event(&quot;hide.bs.tab&quot;,{relatedTarget:b[0]}),g=a.Event(&quot;show.bs.tab&quot;,{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&amp;&amp;!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest(&quot;li&quot;),c),this.activate(h,h.parent(),function(){e.trigger({type:&quot;hidden.bs.tab&quot;,relatedTarget:b[0]}),b.trigger({type:&quot;shown.bs.tab&quot;,relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass(&quot;active&quot;).find(&quot;&gt; 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+       "&lt;script&gt;\n",
+       "    $(function () {\n",
+       "        $(&#x27;[data-toggle=&quot;tooltip&quot;]&#x27;).tooltip()\n",
+       "    })\n",
+       "\n",
+       "    $(&quot;a[href^=&#x27;#&#x27;].anchor&quot;).on(&#x27;click&#x27;, function (e) {\n",
+       "\n",
+       "        // prevent default anchor click behavior\n",
+       "        e.preventDefault();\n",
+       "\n",
+       "        // store hash\n",
+       "        var hash = this.hash;\n",
+       "\n",
+       "        // animate\n",
+       "        $(&#x27;html, body&#x27;).animate({\n",
+       "            scrollTop: $(hash).offset().top\n",
+       "        }, 300, function () {\n",
+       "\n",
+       "            // when done, add hash to url\n",
+       "            // (default click behaviour)\n",
+       "            window.location.hash = hash;\n",
+       "        });\n",
+       "\n",
+       "    });\n",
+       "&lt;/script&gt;&lt;/body&gt;\n",
+       "&lt;/html&gt;\"\n",
+       "                    frameborder=\"0\"\n",
+       "                    allowfullscreen\n",
+       "                ></iframe>\n",
+       "                "
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "hr.profile_report(title=\"DATA REPORT\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pd.crosstab(hr.salary,hr.quit).plot(kind='bar')\n",
+    "plt.title(\"Turnover Frequency on salary Bracket\")\n",
+    "plt.xlabel('Salary')\n",
+    "plt.ylabel('Frequency of turnover')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pd.crosstab(hr.department,hr.quit).plot(kind='bar')\n",
+    "plt.title(\"Turnover Frequency on department\")\n",
+    "plt.xlabel('Department')\n",
+    "plt.ylabel('Frequency of turnover')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 3: Encode Categorical Features\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cat_vars=['department','salary']\n",
+    "for i in cat_vars:\n",
+    "    cat_list=pd.get_dummies(hr[i], prefix=i)\n",
+    "    hr=hr.join(cat_list)\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "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>satisfaction_level</th>\n",
+       "      <th>last_evaluation</th>\n",
+       "      <th>number_project</th>\n",
+       "      <th>average_montly_hours</th>\n",
+       "      <th>time_spend_company</th>\n",
+       "      <th>Work_accident</th>\n",
+       "      <th>quit</th>\n",
+       "      <th>promotion_last_5years</th>\n",
+       "      <th>department</th>\n",
+       "      <th>salary</th>\n",
+       "      <th>...</th>\n",
+       "      <th>department_hr</th>\n",
+       "      <th>department_management</th>\n",
+       "      <th>department_marketing</th>\n",
+       "      <th>department_product_mng</th>\n",
+       "      <th>department_sales</th>\n",
+       "      <th>department_support</th>\n",
+       "      <th>department_technical</th>\n",
+       "      <th>salary_high</th>\n",
+       "      <th>salary_low</th>\n",
+       "      <th>salary_medium</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.38</td>\n",
+       "      <td>0.53</td>\n",
+       "      <td>2</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>low</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.80</td>\n",
+       "      <td>0.86</td>\n",
+       "      <td>5</td>\n",
+       "      <td>262</td>\n",
+       "      <td>6</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>medium</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.11</td>\n",
+       "      <td>0.88</td>\n",
+       "      <td>7</td>\n",
+       "      <td>272</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>medium</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.72</td>\n",
+       "      <td>0.87</td>\n",
+       "      <td>5</td>\n",
+       "      <td>223</td>\n",
+       "      <td>5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>low</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.37</td>\n",
+       "      <td>0.52</td>\n",
+       "      <td>2</td>\n",
+       "      <td>159</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>sales</td>\n",
+       "      <td>low</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 23 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   satisfaction_level  last_evaluation  number_project  average_montly_hours  \\\n",
+       "0                0.38             0.53               2                   157   \n",
+       "1                0.80             0.86               5                   262   \n",
+       "2                0.11             0.88               7                   272   \n",
+       "3                0.72             0.87               5                   223   \n",
+       "4                0.37             0.52               2                   159   \n",
+       "\n",
+       "   time_spend_company  Work_accident  quit  promotion_last_5years department  \\\n",
+       "0                   3              0     1                      0      sales   \n",
+       "1                   6              0     1                      0      sales   \n",
+       "2                   4              0     1                      0      sales   \n",
+       "3                   5              0     1                      0      sales   \n",
+       "4                   3              0     1                      0      sales   \n",
+       "\n",
+       "   salary  ...  department_hr  department_management  department_marketing  \\\n",
+       "0     low  ...              0                      0                     0   \n",
+       "1  medium  ...              0                      0                     0   \n",
+       "2  medium  ...              0                      0                     0   \n",
+       "3     low  ...              0                      0                     0   \n",
+       "4     low  ...              0                      0                     0   \n",
+       "\n",
+       "   department_product_mng  department_sales  department_support  \\\n",
+       "0                       0                 1                   0   \n",
+       "1                       0                 1                   0   \n",
+       "2                       0                 1                   0   \n",
+       "3                       0                 1                   0   \n",
+       "4                       0                 1                   0   \n",
+       "\n",
+       "   department_technical  salary_high  salary_low  salary_medium  \n",
+       "0                     0            0           1              0  \n",
+       "1                     0            0           0              1  \n",
+       "2                     0            0           0              1  \n",
+       "3                     0            0           1              0  \n",
+       "4                     0            0           1              0  \n",
+       "\n",
+       "[5 rows x 23 columns]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "hr.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "hr.drop(columns=['department','salary'],axis=1,inplace=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 4: Visualize Class Imbalance\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from yellowbrick.target import ClassBalance\n",
+    "plt.style.use(\"ggplot\")\n",
+    "plt.rcParams['figure.figsize'] = (12,8)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f6610924588>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "visualizer=ClassBalance(labels=['stayed','quit']).fit(hr.quit)\n",
+    "visualizer.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 5: Create Training and Test Sets\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x=hr.loc[:,hr.columns !='quit']\n",
+    "y=hr.quit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.model_selection import train_test_split\n",
+    "x_train,x_test,y_train,y_test=train_test_split(x,y,random_state=0,test_size=0.2,stratify=y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x_train.isnull().sum()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x_train[\"promotion_last_5years\"] = x_train[\"promotion_last_5years\"].fillna(np.mean(x_train[\"promotion_last_5years\"]))\n",
+    "x_train[\"promotion_last_5years\"].isnull().sum()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 6 & 7: Build an Interactive Decision Tree Classifier\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Supervised learning: \n",
+    "- The inputs are random variables $X = X_1, ..., X_p$;\n",
+    "- The output is a random variable $Y.$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- Data is a finite set $$\\mathbb{L}=\\{(x_i,y_i)|i=0, ..., N-1\\}$$\n",
+    "where $x_i \\in X = X_1 \\times ... \\times X_p$ and $y_i \\in y$ are randomly drawn from $P_{X,Y}.$\n",
+    "\n",
+    "E.g., $(x_i,y_i)=((\\text{salary = low, department = sales, ...}),\\text{quit = 1})$\n",
+    "\n",
+    "- The goal is to find a model $\\varphi_\\mathbb{L}: X \\mapsto y$ minimizing $$\\text{Err}(\\varphi_\\mathbb{L}) = \\mathbb{E}_{X,Y}\\{L(Y, \\varphi_\\mathbb{L}(X))\\}.$$"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "About:\n",
+    " \n",
+    " - Decision trees are non-parametric models which can model arbitrarily complex relations between inputs and outputs, without any a priori assumption\n",
+    " \n",
+    "- Decision trees handle numeric and categorical variables\n",
+    "\n",
+    "- They implement feature selection, making them robust to noisy features (to an extent)\n",
+    "\n",
+    "- Robust to outliers or errors in labels\n",
+    "\n",
+    "- Easily interpretable by even non-ML practioners."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Decision trees: partitioning the feature space:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![partition](assets/images/partition-feature-space.png)\n",
+    "\n",
+    "- Decision trees generally have low bias but have high variance.\n",
+    "- We will solve the high variance problem in Task 8."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn import tree\n",
+    "from sklearn.tree import DecisionTreeClassifier\n",
+    "from sklearn.ensemble import RandomForestClassifier\n",
+    "from sklearn.metrics import accuracy_score\n",
+    "from sklearn.tree import export_graphviz # display the tree within a Jupyter notebook\n",
+    "from IPython.display import SVG\n",
+    "from graphviz import Source\n",
+    "from IPython.display import display\n",
+    "from ipywidgets import interactive, IntSlider, FloatSlider, interact\n",
+    "import ipywidgets\n",
+    "from IPython.display import Image\n",
+    "from subprocess import call\n",
+    "import matplotlib.image as mpimg"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "c4b4072a91884d31ae03ccf56ddf3b46",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "interactive(children=(Dropdown(description='crit', options=('gini', 'entropy'), value='gini'), Dropdown(descri…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "@interact\n",
+    "def plot_tree(crit=['gini','entropy'],\n",
+    "              split=['best','random'],\n",
+    "              depth=IntSlider(min=1,max=30,value=2, continuous_update=False),\n",
+    "              min_split=IntSlider(min=2,max=5,value=2, continuous_update=False),\n",
+    "              min_leaf=IntSlider(min=1,max=5,value=1, continuous_update=False)):\n",
+    "    estimator=DecisionTreeClassifier(random_state=0,\n",
+    "                                    criterion=crit,\n",
+    "                                    splitter=split,\n",
+    "                                    max_depth=depth,\n",
+    "                                    min_samples_split=min_split,\n",
+    "                                    min_samples_leaf=min_leaf)\n",
+    "    estimator.fit(x_train,y_train)\n",
+    "    print('Decision Tree Training Accuracy: {:.3f}'.format(accuracy_score(y_train,estimator.predict(x_train))))\n",
+    "    print('Decision Tree Testing Accuracy: {:.3f}'.format(accuracy_score(y_test,estimator.predict(x_test))))\n",
+    "    \n",
+    "    graph=Source(tree.export_graphviz(estimator,out_file=None,\n",
+    "                                     feature_names=x_train.columns,\n",
+    "                                     class_names=['stayed','guit'],\n",
+    "                                     filled=True))\n",
+    "    display(Image(data=graph.pipe(format='png')))\n",
+    "    return estimator"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 8: Build an Interactive Random Forest Classifier\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Although randomization increases bias, it is possible to get a reduction in variance of the ensemble. Random forests are one of the most robust machine learning algorithms for a variety of problems.\n",
+    "\n",
+    "- Randomization and averaging lead to a reduction in variance and improve accuracy\n",
+    "- The implementations are parallelizable\n",
+    "- Memory consumption and training time can be reduced by bootstrapping\n",
+    "- Sampling features and not solely sampling examples is crucial to improving accuracy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e3b19cdc20a741e4ac63e248d0918878",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "interactive(children=(Dropdown(description='crit', options=('gini', 'entropy'), value='gini'), Dropdown(descri…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "@interact\n",
+    "def plot_tree_rf(crit=['gini','entropy'],\n",
+    "                 bootstrap=['True','False'],\n",
+    "                 depth=IntSlider(min=1,max=30,value=3, continuous_update=False),\n",
+    "                 forests=IntSlider(min=1,max=200,value=100,continuous_update=False),\n",
+    "                 min_split=IntSlider(min=2,max=5,value=2, continuous_update=False),\n",
+    "                 min_leaf=IntSlider(min=1,max=5,value=1, continuous_update=False)):\n",
+    "    \n",
+    "    estimator=RandomForestClassifier(random_state=1,\n",
+    "                                    criterion=crit,\n",
+    "                                    bootstrap=bootstrap,\n",
+    "                                    n_estimators=forests,\n",
+    "                                    max_depth=depth,\n",
+    "                                    min_samples_split=min_split,\n",
+    "                                    min_samples_leaf=min_leaf,\n",
+    "                                    n_jobs=-1,\n",
+    "                                    verbose=False)\n",
+    "    estimator.fit(x_train,y_train)\n",
+    "   \n",
+    "    print('Random Forests Training Accuracy: {:.3f}'.format(accuracy_score(y_train,estimator.predict(x_train))))\n",
+    "    print('Random Forests Testing Accuracy: {:.3f}'.format(accuracy_score(y_test,estimator.predict(x_test))))\n",
+    "    num_tree  = estimator.estimators_[0]\n",
+    "    print('\\visualizing Tree: ', 0)\n",
+    "    graph=Source(tree.export_graphviz(num_tree,\n",
+    "                                         out_file=None,\n",
+    "                                     feature_names=x_train.columns,\n",
+    "                                     class_names=['stayed','guit'],\n",
+    "                                     filled=True))\n",
+    "    display(Image(data=graph.pipe(format='png')))\n",
+    "    return estimator\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Task 9: Feature Importance and Evaluation Metrics\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from yellowbrick.model_selection import FeatureImportances\n",
+    "plt.rcParams['figure.figsize'] = (12,8)\n",
+    "plt.style.use(\"ggplot\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "rf=RandomForestClassifier(bootstrap='True', class_weight=None, criterion='gini',\n",
+    "            max_depth=5, max_features='auto', max_leaf_nodes=None,\n",
+    "            min_impurity_decrease=0.0, min_impurity_split=None,\n",
+    "            min_samples_leaf=1, min_samples_split=2,\n",
+    "            min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1,\n",
+    "            oob_score=False, random_state=1, verbose=False,\n",
+    "            warm_start=False)\n",
+    "\n",
+    "\n",
+    "viz=FeatureImportances(rf)\n",
+    "viz.fit(x_train,y_train)\n",
+    "viz.show();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "dt=DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=3,\n",
+    "            max_features=None, max_leaf_nodes=None,\n",
+    "            min_impurity_decrease=0.0, min_impurity_split=None,\n",
+    "            min_samples_leaf=1, min_samples_split=2,\n",
+    "            min_weight_fraction_leaf=0.0, presort=False, random_state=0,\n",
+    "            splitter='best')\n",
+    "viz=FeatureImportances(dt)\n",
+    "viz.fit(x_train,y_train)\n",
+    "viz.show();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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phcVi4ZtvvuHJJ5/kwQcf9LS7HjZsGAMHDuTee+9l5cqV2O12ysvLWbx4MX/7298YPny4V//Cx5lMJqZOnconn3zCO++8Q35+Pi6Xi+3bt3PXXXehlCIlJQVw3wisXr0acLdlPV372ZOFhYXRq1cvXnnlFRISEryaTdx66618+OGHbNu2DafTyc8//8ywYcPYuXMnR44c4corr+T777/H6XRSUVHB1q1badasWbXO55gxY1i2bBmrVq3Cbrfzxx9/sHjx4rP2B342iYmJ3HfffTz//PPk5eUB7qYZu3btoqSkhLy8PB5++GFiYmLIzs6u1jb79u3LwYMH+fbbb7HZbPz0009s2LDBM3/48OFYLBbee+89KioqSE9PZ/bs2QwdOpSAgIDzOp7TOZfzd+utt7Jw4UJ+++03nE4nGzZs4IYbbmDFihVUVFQwZMgQPvnkE08PMps2bSI8PJyQkBDPtblr1y5KS0trdF2eLD4+ng0bNuBwONi9ezdvvvkmISEhnr/FTTfdxMyZM7FYLLhcLjZs2ICfnx+xsbFMmzaNv//97xw9ehRw31AUFhbStGnTGp27sWPHem7C7HY7e/fuZdy4cdW+ORRC1A1pIiLEJchoNDJ16lRuueUWhgwZwlVXXUVISAj//e9/mTNnDvfffz9Hjx7Fz8+PDh06MGPGjEqDW7z55pt8+umnvPnmmzzwwAPo9Xratm3L9OnTGTBgwGn3PWTIEKKjo3nvvfc8yVxsbCzDhg1jwoQJmEwmAJ566imeeeYZ+vfvT0xMDBMnTmT16tVnbCcO7uT/0UcfrfTI/O6776asrIyJEydSUlJCs2bNmDFjhueR/uuvv84///lPHn/8cc+Ldq+++mq1zmevXr14/PHHef755zl69CiNGzfm4YcfZvTo0dVa/0zuuusuvv32W5599llmzZrFPffcw0MPPURqaiqxsbE88sgj2O12nnjiCZ566imuvfbaM26vU6dOPPfcc7z22ms8/fTTpKamctttt/H1118D7puUf/3rX0yfPp133nmHyMhIBg0axIMPPnjex3I653L+rr/+enJycnjiiSfIy8sjLi6OyZMnc9VVVwHwz3/+k9dee4033ngDnU5HUlISs2fPRqfT0bZtW7p3786kSZO47bbbeOihh6p9XZ7s2Wef5R//+Afdu3enffv2TJs2jQULFjBz5kyCgoJ46623ePHFF7nyyitxOp00b96ct99+m4iICB555BGmTZvGyJEjsVgsREdHM2HChDP+26nK5ZdfzrPPPsubb77JY489RmRkJDfeeCPjx4+v2R9BCFGrNFVVw0YhhBBCCCHEOZEmIkIIIYQQQtSiC9JEJC0tjVdeeYVhw4Zx9dVXe83bvXs3H3/8MXa7nZSUlPNusyiEEEIIIYQv1XkFu6Kign//+9907NixyvnvvPMOU6ZM4aWXXmLdunVkZWXVdUhCCCGEEELUmTpPsI1GI0888QTh4eGV5mVnZxMUFERUVBQ6nY5u3bp5RmETQgghhBCiPqrzJiJ6vd4zStypCgoKCA4O9nwPDQ31Gg1LCCGEEEKI+sanLzkaDN75vXRoIoQQQggh6juf9oMdHh5OcXGx53thYWG1hqnNzMysy7AueUopKC6EkiLIy0Gl74fTDLt8xu3s2gLmAKDm63ps+A2iYs66mF6vP2v/yOct9yioMw8pfTHI9wuhwO/Ek6EQexmNrO7R6/6IbM+BoPhKf5HWxWl0LdgNwP+iOpIWGOs1P8cURqOKAm4q3AAGA78mj+C38LYoQClwAU4/E0rTcV/PWCIDjBwutvL2b1nYXZVvnAe3DmVIK3ezsakr0iksr/y3axHhz3094wD4dFMO6zPLKi0T4q9j8hXxhJsNbDxSxryNOZy8Nz8/IzabnTu6RdMxJoDCcgczfsmg3OHCpUChUAoUkNoshJs7RQHw7E9pHCmxk1Vqx6jT0DT3VdwtPpCH+yRg0Gk8/3M6W7MtlWKKDTby5JWNiQ3246kfD7H1aOURLROCjdzTM5ZOMYH8d2sen2zKqbQMwP1XxDGgRSifb8nlP5tzK83XgAndY+jXPIS1GaW88WvVo12O7RxFz8ZBBPnruesL96iPhlPKKx1jAkhJCGZYUji3LdxDmc3JqX+6RoFGOkYHMPmKOF5bnclv6cU4T1nGbNDROtLElF7x/JlRynt/ZmGv4p9N+0YBXN8+giahfkz+9gB2p+LUK6VpqD+9mgZzc6copiw5QHqRtVJM4SYDLSNNPNW3MR+sy+a73QVV7g9g/k2t2X60nBmrM7E6ql7o0dR4UhKCGPffPVgdlWMS4kLoHGMmIdQfnQb+eg0/vY5gfz0Op8IFuJRCd9LvcssIE11iAwGw2J3YTv2HibuiGmKS4U9ORynFDz/8QFFRETfddBMALpfLM1JrTfn0TEdGRuJ0OsnNzSUiIoL169fz8MMP+zKkBkW5nJCTDUqhdmyC/JN+xB121NZ1EBFdecXtGypP86WcLAiPOvMySkFdJ9ih4VBhgcBgSGiGE7Djbv7k1HRk6wJZb4xlgPUgEaoCBSw0tXWv63Sw3T+WiPBgMBi5JtxKa7M73rnZZvZU6Clx6gjUnfiP4tXhFfQNdQ8V/l6Wmf0Vlf+5tjQ5+GusO4H7INvM9wX+2JR3+jwsvIIJx5b5ZF8IGbbKTbb6hFi5LKEMwiJZukvP5nxHpWVMeo0+V0+iSZg/u9dls2bnqc253PtYn1nGoFZhFFU42ZFbObkEMB3UeRLs9ZlllZImgEOFVk+CvTmrjL35FVVu62iZnXCzgcwSG3sqLeP+vuFIKR1jAih3uNiWU3VMKw8WexLsvXkVlNjcCdjJNwi/pZfidCkMOg0/vYa1ih+xQ4U2DhZaiQ32IzUxhH35VspPSeYySuysPlRCp5hA2kSZaBbmx6HCykNbf74llwEtQunfPBSXUny2Jc9rvgLe/TObbvGBXNEkmJbD/Pnbtwcrbec/m3MJ9tczpFUYH49qxdQVh9mT532uNh6xEB1oBODjUa1587dMftpf7LVMdqkdveY+fw/1iWflgUBePyWpL7O72JhlweZ0MahVGD0bBzF+4d5KMW09auHKxBC6JwTx+c1JPPjdAfblW72WOVhoJS7YD4CZQ5vz8YajLNye77VMXrmDsiz3jc64Lo1oFGDk5wNFuBRkldpQnLjFv/urfWiahtmoQ6siddZpGv/6I4s5moa/QYfN6eT4g9UBLUIrLX+uIswGbukcdT6lB1EH4uPjL4oCnqbhlTzXVIBRT4CxFgO6RJSVlfHCCy/gdDoZPnw4AQEB6HTn3tCjzgea2b9/Px9//DE5OTno9XoiIiLo3r070dHRpKSksH37dubOnYumaaSmpjJ8+PCzbvNi+AfgS67576IOVf7B8ti3EzTd+Vdbu14O1gq0dl1Ap0drXL1ho72ERkBI5RdcayQoGK2K/9i4lGJrtoVmYf60a9GUzMxM/jhcUqmiBhAf7EezMH+KKxw8tSyNtCIb4WaD1w/ck30TaB3pHkJ5wpf7cFSR9Y1sF8517SJxuhS3L9pLsbVyUj+pRwxDWoehAdf9Z1eVh/Roajy9m4bgUorb/ruXElvl7YxqH8FtXd03QH/9ci85ZZWT3pYRJl6/JhGAqT+nszO3HKVAr9OIDjTgUtAszJ8pveIBmL4qg1/TSyptR6fBF2PdNwNf7cjnw/VHKy2jATOHJpIYbiLPYmfmr0fQ6zQMOg29BiajjmA/PanNQogNNmJ3KtZmlFBeRTkxIcSfto3c53prtoXs0srJpdmoo1fTEAAyi23syKlcLdbrNC6LDyLYX0+53cWvad4JYWhoKEVFRbSJMtMk1B+nS7HhSBklNic6jlWmj1Wnw00GOsS4hwI/UmIlvcheaX8Al8UHotdplNtdbKmigg3QKtJEhNl9Q7TxSFmV1aToQAOJ4e7RAfcXVJBbxd/X36B5qlJ5FnulBPS4zrEBmAw6HC5VZaUf3NdBTJD7V3f7UQulNu+/y2/pJV4/7EqdvnpbnWU0QNO0ai0D7n/Pp1PdmP44XFrlvMYhfl7fDQYDDkfl811ljBrc1DGKKxNDqrW8qL8ulgRbXDhKKfLy8oiKchdXfv/9d+Li4mjatKlnmfj4+HPadp1XsFu0aMGzzz572vnt27dnxowZdR1Gvaa2rkP9sQq16Q8IDoPsDPeM07w86kmu45pASSFa1yvc00Mj0Dp2O7GcTg8JTd3Ln0qvR6vGnduREhtOlyKjxOaVrDYJ9fdUnnYctVSZQIaaDCRFuZOs9Zml/Ly/2F1ZOmlDTUP9GZbknrD2cCnv/plFbJAf249acBz7pX2gVxxtEhVWh4vX12RS7qj8E3xD+wjGdo5i1aFi0orcyVxBuYNQk/sc+uk1z4/4b+kl2JyuSj/4ep2G/tgyG4+UEWrSU2ZzYja6z5PNqQjx12My6NBpGjuOWogJMuJSCpfCK9E8nnxVOFxVnhuAHo2DPJ8LqmhCAdAjIdDzWdPwSpqOJ/8nV2CvahlKqEmP7lgidTyh0p10zrvGBXLNsRuE48xGHSaDjj8zyvgzw53AHU/8TvXoD4eqnH4uZq+tnOif6sP1VTevcKvcrEI0fKM7RBLkr8Oo0zGwZSj+p7SHkURKCOFwOLj33nvJzMxk4cKF+Pv707Nnz1rbvjTGuYioslKwnVKhOpKG683nTny3lEFgMNo1N6Ibcn2V28mz2KusmBl0Go2OPQL+emc+e/IqCMwtoNTmYtXBYiIDDNybEkv3BHdi9+SPh8i1eFd5jDqNyVfEkRjmj79Bx9PL0iotA3Bnt2hGtnO3p/9kUw7bqmiHmhwXyHMDmgDwy6FiVh0qrrTMZfHuR+i7cstZe7iUo2UOjp5U6TMbdJiNOlbtzeXRr3ZXeT7Gdo6kc0wg5XYX7/3pnbAVVbiT0HtSYmgZ4a4mLtiSS2FF5YT2iiZBjGjrPqbtOeWkH0vUjye1Og3sTkX/Y4+SHUpRanW6k1mdRoTZgP5YJhtodCf2AUY9PRsHMbRNOAFG7ySgceiJqtvLg5tSVYEvMuDEP+E7usVwU0fvuDUNwk16Vh4o4oP1RzGf2vD2JL+muSvbWaVVV25rqlfT4LMvVMfMJhPlFVU3LRHelIKrWoTSPtrs61DOi59eh1EvjS+EEGdmMBho0aIFBoMBi8WCv79/7W6/VrcmqkUphWvms5C2F0/rwNLKyeWpdC+/T65fCGuPuJsBsKuAbUctpBVZaRLqz2OpCQD8649s1mZUflTaJtLEK1cn4nApfk0rYfspbVHzLA5szhMVUJcC5ynNJBwuxVu/HeHR1ASahfnTNzGEUpsLq9NFoFFH9LFH0Cf/SF/TOpyUY9VYq8OFAkwGHY0CjWzJLiOt0Ea4ycDgVqHoNY3sUjsmg8bYLo0wGXSsPFBc6SUwo06jZ+MgHjl2zDnKj25xVVdUUxoH0zzchM3p4t6UWE+F/HjVVgOSGp2I99YujSizOT2PrrVjy0ae1KhtcKtQrmgSTKNAA8H++irby3WKCeQ/N7WpMqaTtYo0sXx/0VmXO1erDp64topweiXlVYk8diNwT8rZXy49nVYRpoviZRqpVAohhDhu3759LFu2jLvvvhuAhx56CIPBUGUz1PPl+1/AS4zr3VdQa385MSHOXcElONRdnQ6PRIv2bu+TrgtiY/JQRkZGs3RjDt/vLaTklLa/x6upAMlxAZ6mDyeLPZb8GnQaoztGcrDQSre4QDTN3Y42LtjolSi+PPjsba6PtxGuyutrMkkrOlGRd7gU6UU2+iWG8EBv9zH+8/csvt9bWGndVhEmmoS67yYvbxJEfMiJ5FanaXSIDiDY/8QxdkkI5f+OVcNPx0+vY0jrsLMe0/EK/pnEBPkREwQZxTavBLamyuwu5lfRO0Rd+EtyIwa1CvM6b0IIIcSl4vnnn2fdunX06dOHDh06YDTW3dugkmBfQGrdGndybTBCk+ZoV41A17PvGdcptTr5v2/2E5rloHFGKeO6RBETZCSnzE5imD8OlyIqwEhi+IlHG8OTzt7VYbf4ILrFV04knS7F0TI76UVWLHYXVoeiwuHC6nDRo3EQzY+9lPXtrgJPku9UigMFFeSXOxjUMoxr2riEMa1mAAAgAElEQVRfaswvd5BVYvdqU90h2ux5uQ1gcKswusQGeMUQEWCgbdSJZRqH+tM41PvRjc3pYvdJPVQUaMXknKbHirUZpfyaVuJpnlGbDhVW/dJZTSXHBTL58tizL3iOQvz1GPU+7fZeCCGEuOCKiooIDXU33Xz66ac5fPgwHTp0qPP9SoJ9Abm++o/7Q7su6Cc/c8Zlf08v4cVVGZ7vBRVOGgUZ0TSNwa3OXoU9m6IKB1NXHMbmUBRWOHhreHPCTAbKbE4mLd5f5TqNAo2eBHvJ7gIOF3v3/GAyaOzIKfck2FOvanLWxy6tIk20ijTVOP63fjvCL4dO7g2jei/WBfnVbpIZ6KdDA/52rDu5c6Fp0DE6gCCpLAshhBC1Zs6cOcydO5dFixYRFxdH69atad269QXZtyTYF4ByOVHvvw5H0gHQ3ffUWdc5uc1xXLCR7vFBNA09cwP8b3cVYLE7cbgUNqe7V40KhyI5LtDTxdRHG46yKavMq7uv+GA/LDYXYSYw6DX6NQ8hPtiPMJMBf4OGyeDuQaJZ2In9T74izmughrhgP88LlMedb5umdRmlvPxLBjanqtRf7PGW4de1i0ADgoKCKC2tuosugOggI0PbnGd3gUIIIYSoN2JjYwkLCyM/P5+4uHMvhJ0LSbAvAPXJPz3trrVrRqGdrnu9k7w1rDm7cyuIMBs8Lw4eZ3e6OFjoHtFsb14Fw5LcieNnW3Kr7JfZbNR5Euxiq5OMYrsnYX5hYBOvpgMBRj0P9Dp7n49JUeff04DF7qzUA4lS7oEz7E7FrpOafLRrVHl/baLM3NHN3QZcXmYTQgghLm2lpaXMmzePu+66C6PRyLXXXsuQIUMwmWr+pPx8SYJdh1SFBfX7KtTqHwHQbvsbutTBZ11v4bY8usYFerVVzimz82dGKQcLrfyWVkLRsUTaZNB5EuwHe8ejlHuUOaNew2zQ4W/Qeb3U9vfL4/j75Rf2Lu44l1J8uSOfgnJ3Ur240kiA3nQahPrreeXqxErVcSGEEEKIk82ePZu5c+cSGhrKLbfcgqZpPkmuQRLsOuP6dTnq32+emNCsFVqfQVUua3O6yC61sz6zjK3ZFv7IKOXjjTl0jw/koT7xBBj1pBdZmb02G3C3dU5pHOQZnVAphaZpdD1NN3UXWrHVyR2L9mDQ6byadpw6XPRx15zSs4dOc7/8eHyUOyGEEEKIqpSXl2M2uwuSEydOJDw8nBtvvNHHUUmCXXcy3e2tadMBrWVbtOtvQ9M09uSVszevgnWZZTzdrzEAm7MsTF1xuNIm/swso9zuIsCop3m4iQd7xREb7EfLCBOGOugR43w4XYr8cgdWp4v7vj4AgMPlokW4d7txh0sxsGUYHY8NSd0k1A8/6d1CCCGEEDX0yy+/8NRTT/HKK6/Qs2dPQkJCuOuuu3wdFiAJdp3TjbodrUUSLqWYtzGH/27LA9x9UVc4XJgMOhqH+DG4VSh+eh3f7HI3m/jwupaY/dwvFwKEmw30bR5aZ3Fa7E6+211IxWmqzGezYGtepWn/GtGC+BC/KpYWQgghhDg/4eHhWK1WsrKyfB1KJZJgXwA7c8r5z+YcNmVZiAs2Mqp9JI0CjfgfG843NtiP+3rGsfpQMd/sKmBAixAi67jNcbHVyT2L92HQaWi4uwGsDf2ah6DXNG7oECHJtRBCCCFqjcvlYtGiRfTr14+oqCg6duzIsmXLCA4O9nVolUiCXcdcSjFnbRb7C6x0jgngkdQEQk7T37FBp9EszJ/YoJonpuV2F/ZThjU/k0835VBqc1er44P9MBv1WB0uxnaJIi743BLjJqH+pz02IYQQQojzsXz5cp599lmuvfZaXnzxRYCLMrkGSbDrhFIKV84RNNzDej/QO57iCqen3fHpXN4kmB4JQTUecXD7UQtPL0vDWf382uOh3vGeLvyEEEIIIS4mTqf7Cbter+eqq65iwoQJjBkzxsdRnZ0k2LVIWUpxvT0N9mznya73Ete2CffrdO4BYqrZfLqmyfWREhtrM0pxKmgZ4U90DZqWBPvrSWlcebh0IYQQQghfS0tL47HHHmPo0KGMHz8enU7H/fff7+uwqkUS7Fqktm2EPdvJNEexKzSRkLAQtKYtqr3+gq25bMmy8ECvOK++q0+1PrOMNWkllNqcrMss80y/rl2kVKOFEEII0SAEBQWRnp7Ovn37fB1KjUmCXQuUy4VasQTHzi1siGjL911HgRMu79keTXf2NskZxTY2Hinj0025ANzxRc0uJJNBx5hOkfRIkGq0EEIIIeqvLVu2oNPp6NChAxEREXz55ZdERUX5OqwakwS7NqTvJ+2rL3m1wzjSO8eCE5qG+rErt5yvdxagnaXVx4ECq9f3TjEBZ20qEhdkZFSHSHQaRJgNaGfbiRBCCCHERSwjI4Nx48bRvHlzFi5ciF6vr5fJNUiCXTscDiKtRZSawxgUo5GFmS3ZFtKKbIC7wnymfNl8bL5ep1FqczJtYNMLFLgQQgghhG85nU70ej0JCQn87W9/o2vXruj19btXMkmwz4Hd6eL+JQfJLLa5q9MK6PMsStOx/KjCpSwAdI8PJDUxhH7VHCBm5Kc7iQ6UP4kQQgghGj6LxcL06dNxOp1MmzYNgAkTJvg4qtoh2Vw1ZZXYeG1NJnqdRp7FztEyBwCBRh3BOhch2Wlo4VFokdEAJIb5MyklttrbL7G6u6EpKK+dAV+EEEIIIS5mfn5+7NixA4fDgcViISDgzN0Z1yeSYFeDSynuXrzf810D9Br46XWU2lwYbCX8JW0lPWPboRvc45z24W/QeLRPPIYadtMnhBBCCFFf5OXlsWfPHi6//HIMBgOzZs0iIiICo7FuR7C+0C75BPtoqZ2nl6dRYnVyutS2zO7yfP5oVCvCTAYKyx38ZdFeeuRu44mtHwGgNRtxTjFkl9r4dFMuD/aOP6f1hRBCCCEudg6Hg3HjxlFQUMDXX39No0aNiImJ8XVYdeKSTbALKxwcKrTyzPJ0z7Tm4f6nXd7uVNx1WTRhJvcpKy139/wRZiuF1u3RPfwimk5X4zjKbE4mfrUfk0Hjl4PFpEo/1kIIIYRoQJRSaJqGwWBg0qRJFBcXExER4euw6tQll2CnF1mZtuIwWaV2r+nP9GvMZdXsR1opxdM/ZwIQ4KhAd//TNU6uf08vYdH2fHbmlgNQ4VB0OMtQ6kIIIYQQ9cmCBQtYunQp7777LgaDgZEjR/o6pAuiQSfYLqXYlVPOwUIrH23IwWzUkV/u8MxvGWGidaSJ8cmNCPKrfncwmqYxvX8c73+ylCtCbGgBNR/gZdn+Ik9yDTBreHMizA36zyGEEEKIS8ymTZvYuXMn+/btIykpydfhXDANNqNTSrHiQDFv/nbEM63c4SI2yN2I/sm+jWkWdvomIWcTHWjk8a0fQ8fLqr3O7D+y2JJt4bp2ETzVtzHFFQ40TTvjsOhCCCGEEPWFw+Hgjz/+oFevXgA8+uijTJkyhUaNGvk4sgurwSbYM1Zn8mtaCQCNQ/y4unUYV7UMJcB4fsns4WIrv6WV0DPGn4RqrqOUYtqKw/yZWQbA7rxyBrUKI8TUYE+/EEIIIS5BTz/9NN988w0fffQRl112GaGh1RsLpKFpsBleWqEVgw76NAvh9q7RhNdS84uvduTzw94iwrtHVTvBfmV1pie57tc8hPt6xtVKLEIIIYQQF5OxY8ei0+lo2bKlr0PxqZp3e1FPKCDAqOeBXvG1llz/L72EH/YWAZC05P0zLmuxOyk9NniMSykA/npZNA/0kq74hBBCCNEwbNq0idtvv538/HwAOnfuzIsvvkhYWJiPI/OtBlnBtjpcZBTbaty2+WBBBXkWB5oGbRuZCTDqKa5w8N2eAlYcKCazxN3zSJxWwYtBvXmL39Bf3o8jJTae/zmdYquTID89LqU4WuYgOS6QsZ2juL59JF1iA7mmTXhdHK4QQgghhE9s3ryZP//8k1WrVnHdddf5OpyLRoNMsAsr3D2F2ByuMy6nlGLJ7kKW7Stkf4HVa96sYc1pGqYnv9zBfzbnec07okwQYGLnNXfSqWdfyvMrPMl3qc1FhNlAuEnPkRIb8cF+BPvrSYoy1+IRCiGEEEL4xsaNG+ncuTM6nY6xY8eSnJxMp06dfB3WRaVBJtjH9W7mPWjL2sOlfLIpB5dS3N41mk4xAZRYnV7JdbtGZronBBFqcle/GwUaeaBXLDtzKugcG0B8sB/OV5+CgEASn3gOgMRwfxbc3Aa9TpOhzoUQQgjRYC1YsIDnn3+eJ598krFjx6LX6yW5rkKDTLBP7uv6uJ055Uxbedjz3e5S+Bt09GoaTPtoMwkhfkQGGL3W2ZxVRlywH/2ah9Gv+YnpzvKjoA9BfyyZ1mka/gZJrIUQQgjRsA0YMIDvv/+e5ORkX4dyUWtQCfahQisfrstmY5YFAD/9iaT3sR8OeT4vuiXJkxw3DfOnKZX7w7Y7Fa//egS708XcG1ph1DfY90GFEEIIIaqUm5vLyy+/zF/+8hc6depEVFQUH3zwga/Duug1qAT7P5tzPMk1wMCWoezPr6BFhAmdBi4F825s7UmuT2dHjoUXV2ZQbHVybdtwSa6FEEIIcUnav38/S5cuJSAgQJqC1ECDSLCVUuzIKed/6aUAvHFNIi0iTIz8dCcj2oYTFWjk39e3ItBPd9ZkubjCwfRV7uS6TaSJ69pFeO/LboeSIggKOc0WhBBCCCHqryNHjhAYGEhISAgpKSl88MEH9OjRw9dh1SsNojSbXmTjiR/TPN9bRJiwOd09iHy9s4BAo44ws6Falei1GaUUVDi5uVMkr1ydWKldtmvW8+4PugZx6oQQQgghPLZu3crIkSN59dVXPdN69uyJTvKeGmkQFewym3tAl+TYAG7qGAWAxe5OsEP89WdtEnIym1NhNuhoHVG5Wz2VmQY7NgGgu+G28w1bCCGEEOKikpSURMeOHbnssst8HUq91iAS7ONaRZrpEBMAwE/73SMuxgX71Wgb17QJ55o24ahjoy8qawXs3gYuF663p7oXimuC1lkelQghhBCifrPb7Xz00UdER0dz7bXXYjQa+eCDD9A06R3tfDSoBPtkZTZ3BbtLbMA5rX/8wlJff4b6fpHXPN39/3d+wQkhhBBCXATy8vJ49913iY2NZdiwYej1ekmua0GDTbBTmwXzy6FiUhoHVXsdm9PFnLXZ9E0MoVNMgPsCs7hfnNSG3ADBoWiJrdAio+soaiGEEEKIumW1WikoKCA2NpbY2FhmzZpF27Zt0ev1vg6twWgQCfbO3PJK0xLDTdzRNZqWEaazrr8rt5zNWWXM25QLwLJ9RXx1a1uvZbQ+g9BiE2onYCGEEEIIHygpKWHs2LEEBgby6aefotfr6dmzp6/DanAaRIK9Jq0EALPR/Yar06WocLjoFh+I7iyPOYoqHDz+wyFc6sS0J/tKIi2EEEKIhic4OJiOHTsSHByM3W6XqnUdaRAJdvmxHkOubObumzqtyMqUJQcZnhTOhO4xZ1z3aJkdl4IrmgQxsm0ELSJM+BukKxohhBBCNAxr1qxh27ZtTJw4EYAXXnhBut2rY/U+wc4stnG42IZOg+gg49lXOEWLcBMfXN8SvaYRbq73p0MIIYQQwsPhcPDyyy9z+PBhRo4cSUxMjCTXF0C9zyg3Z5cBEGCs+cWyL7+ClhEmogJqnpgLIYQQQlysjh49SnR0NAaDgZdeegmDwUBMzJmf6ova02BuYe7uEev5fKTEdtblj5TYeGTpQXbkWOoyLCGEEEKIC+rxxx/nxhtvpLCwEICOHTvStm3bs6wlalO9r2BvPFI5QZ7+SyYAJVbnaddbsDUPp4LcMgc08p6ncrJwzXgCSopqNVYhhBBCiLqWlJTEkSNHsFgshIWF+TqcS1K9r2Dbne4XHBsFnLhX6Jvoftnxvp6xlZYvLHfw0Yaj/Ly/iKahfvRuFlxpGbV1HRTmgdMBJjN06g5R8lhFCCGEEBefjIwM3njjDVwud05022238e9//5v4+HgfR3bpqvcV7OOjDTUL9/dMe7B3PA/2rnxRVThc/N9P6RwstGIy6Pjb5XGVuvFTSsGB3e5tT3wEXY/UOoxeCCGEEOL8vPnmmyxZsoTk5GT69+8vXe9dBOp9gl0TG46UcbDQSkrjIKZcEUegXxUX4Lb1qN9+BkDz8688XwghhBDCx4qKiggNDQXg4YcfJjU1lX79+vk2KOFRr5uIOFyKtRmlXtM2HCnj9kV7+W53QaXlr2gSzPNXNeHRPglVJ9eAKnUPWkNCM2ifXOsxCyGEEEKcjwULFjBw4EB27NgBQHR0NCNGjPA81Re+V68r2JuzyjyfjTr3RWV3uigod2A91jb7VF1iA6u1bW3AcDSj3/kHKYQQQghRixISEggODqa4uNjXoYjTqNcV7JUH3RfWgBYhGPWnPxSnS/HK6gx+2Ft4oUITQgghhKgVFRUVzJ49m9JS91P73r17s2TJEnr27OnjyMTp1OsEe8UBd4I9sOWZu6DJKrWz+lAJ27Klz2shhBBC1C//7//9P95++23ef/99zzSTyeTDiMTZ1OsmIjFBRrJL7bSNMp9xuV/T3Il4iwi5GIUQQghx8bNYLJjNZjRNY8yYMVRUVHDrrbf6OixRTfW6gg0QFWBArzvRqP9ggbXSMrtyKwDo1bRyn9dCCCGEEBeTjRs3cu211/L1118DYDQamTBhAgEBAT6OTFRXva5gV6V7QhAVDheNQ050sXe0zI7ZoCMqoMEdrhBCCCEamEaNGmGxWMjLy/N1KOIcNbiMs0WEyaspiFKKo6V2YoKM0n2NEEIIIS46SimWLl1KmzZtaNmyJQkJCfzwww8EBQX5OjRxjup9E5FTbTtqoajC4R6REXdf2V3jA0mOq173fOQdrcPohBBCCCG8bdq0iUceeYSXXnrJM02S6/qtwVWwn/wxDYAvxyYBYNTreCw1oVrrqkP7UF/Oc3/RN7hTI4QQQoiLhFIKh8OB0WgkOTmZyZMnc/XVV/s6LFFLGlwF26CDYD9djZuDKGsFroVz3V+MfmjJKbUfnBBCCCEuebm5uUyYMIGZM2d6pk2cOJGmTZv6MCpRmxpcmVZDIy74xAiM6zJK2ZlbzuBWYTQKNFZaXimF+vAN1P9WnNjGLRPRAqXHESGEEELUvsDAQDIzMzGbzbhcLnS6BlfvvOTV2wTb6nCRXWon8iw9g/yRUcrSPYX0ahpcZYJNUb53cj3uXrReV9VytEIIIYS4lO3bt4+8vDxSUlIwm8188sknRERESAcMDVS9TbCPltkBKLM5z7hcRrENgPiTqtpe1LH/73YF+nueqK3whBBCCCEAKCkp4dZbb8VkMrFkyRICAgKIjIz0dViiDtXbBPu4fs1Dzzg/o9hGowAD/oYzP37RDKdJwIUQQgghzoHT6USv1xMcHMwDDzxATEyMDBZziaj3CfapXr26GX56dzJtsTvJL3eQHFv1xayUwvXW8xcyPCGEEEI0cA6Hg5kzZ7J7927mzJmDpmncfPPNvg5LXEANrlV9YriJ+BB3NTqz2N2MJCHkNNVpmxUOHwBA69rzgsQnhBBCiIZNr9ezf/9+0tPTycnJ8XU4wgcaXAXb4VJogF6nEW7W0zzcn4SThk0/mZo/x/2hU3e07n0uXJBCCCGEaFBKSkpYt24d/fr1Q9M0pk2bhtlsxmw2+zo04QMNqoLtUopR83fx+A+HAIgMMPL3y+Po3yKkyuXVrz8DoLXtfMFiFEIIIUTDopTinnvuYcqUKezduxeAiIgISa4vYQ2qgp1WaAVO9DAC0DLCdPoVdBoktkU3+Lq6Dk0IIYQQDYxSCk3T0DSNu+++my1bttCsWTNfhyUuAg2qgr09pxyAlMZBfLoph9sW7mF/fkWVyyqlwKWqnCeEEEIIcSZLly5lzJgxlJWVAZCamsq9996L0VjFmBviktOgEmx1LF+ODDBSbHVSVOHEqK+6A3fXrKmgXBcwOiGEEEI0FLt372bfvn1s3brV16GIi1CDSrCPaxLih8XuTp7NRu9DVCVFqM1rYc82ALT+wy54fEIIIYSoX1wuF6tWrXI/AQfuvvtuvvjiC3r2lF7IRGX1NsHeletuDqJO08qj/FiCHXBKgu16/zV39bqiHJq1Qtezb53GKYQQQoj674033uDee+9l6dKlAPj7+9OkSRMfRyUuVvX2JccSq3uI9JMT6GvahHF16zB0GizZXQCA6dQRHMtKQa9Hu348WrsuFyxeIYQQQtRfo0ePJjMzk27duvk6FFEP1NsK9nEdok+M0qjTNPQ699u85Q4XJoMOnVZFG2y9Ad2QG9CatryAkQohhBCivtizZw+33347Bw8eBKBp06a89tprxMTE+DYwUS9ckAr2559/ztatW7HZbEycOJGWLU8ktkuXLuWXX35Bp9PRvHlz7rjjDrSqkuJq2HikjMwSG/2bhzKoZRgZJbbaOgQhhBBCXEIOHDjAn3/+ybJly/jrX//q63BEPVPnCfbWrVvZt28fU6dOJS0tjQ8++IDnnnsOAIvFwldffcXbb7+NXq9n6tSp7NmzhzZt2pzTvl5YeRibU5HSOIhr2oR7zXOtXIr66lMoKwGDdKEjhBBCCG9btmyhdevWmEwmBg0axPz58+nUqZOvwxL1UJ03Edm2bRvdu3cH3I9X8vPzsVrdA8IYDAYMBgPl5eU4nU6sVitBQUHntJ81h4qxOd1vPIaZKt83qO0boaQIGsWh9R54jkcjhBBCiIZoyZIljB07ln/9618AaJomybU4Z3VewS4oKPAa1SgkJISioiKio6Px8/Nj1KhR3H///fj7+3P55ZcTHx9/TvvZe2xAmSuaBPGvP7IoqnAyumMkSVHew5TqHpuOFlz10OlCCCGEuDT17duXXr16kZqa6utQRANQ5wm2wXD6XRxvIvLGG29gNpuZNm0aBw4coHnz5mfcZnx8PCGHHUAOEZERxMdHEbTHAuTToXEU7/92kMZhZnokNSPI373/XLOJciA2NhZ9aFitHZ+4eJzrzZlo2OS6EFWR60IUFRXxzDPPcM0113D11VcD8PXXX/s4KtFQ1HmCHR4eTnFxsed7cXExYWHuBDcjI4OYmBhCQtwV5aSkpGol2JmZmRQXFwGQn5dPptlGaWkpAOsO5gDwcK8YivOOcnzPznJ3hTsrKwutzFJrxycuDvHx8WRmZvo6DHGRketCVEWuCwGwb98+PvvsMw4ePEjnzp3luhBVOteb8Tpvg921a1fWrl0LwP79+z1NQwAaNWpEZmYmdrsdgIMHDxIbG3tO+xnZNoI3hyayL7+CcLOBxDD/2jkAIYQQQjQIeXl5ZGdnA9CyZUvef/993nrrLR9HJRqiOq9gt2jRgmbNmvHYY4+h0+m45557WLFiBQEBAaSkpDB8+HCeeeYZ9Ho9SUlJtG/f/pz2E2Y2UFjhoNjqpH/zkHPu6k8IIYQQDc/hw4cZM2YMHTp0YPbs2WiaxmWXXebrsEQDdUH6wR43bpzX96ZNm3o+Dx48mMGDB5/3PhwuRU6ZuxIeH+znNU/t2wnrfz3vfQghhBCifkpISKBHjx5cdtllKKWkECfqVL0dKv1kNqeL0Z/tBmDKFXF0jg3wmq/WLHN/0HRgNp+6uhBCCCEaGJfLxYIFC6ioqOD2229H0zRef/11SazFBdEgEuxDhVbP555Ngggw6r0XUO7+sXXPzUKTQWaEEEKIBs9isfDuu+/idDq56aabCAgIkORaXDANIsFOL3IPiX5t23D89Wd4b1OvP/08IYQQQtRrDoeDrKwsGjduTFBQEG+88Qbx8fEEBAScfWUhalGd9yJyIZTZnADszi3nhvm7+DOj1McRCSGEEOJCcjgc3Hbbbfz1r3/FYnF3x9ulSxcaNWrk48jEpahBVLCPP/E5XGzDT6/RPFy66BNCCCEuJQaDgR49epCTk4PT6fR1OOIS1yAS7ObhJvolBrPiYAkDW4YSGSDtrIUQQoiGbuPGjSxbtoyHH34YgPvvvx+drkE8nBf1XIO4CjtEBzAsKQKAYD9pZy2EEEI0dEopZs6cydy5c9m5cyeAJNfiotEgKtgAdpe7pxCDTt4QFkIIIRqq7OxsYmJi0DSN5557jry8PNq2bevrsITw0iBu9dZnljJ/Uy4ARr0k2EIIIURD9OqrrzJ8+HDS0tIAaNasGd26dfNxVEJU1iAS7MwSG1uOWripYwRXJob4OhwhhBBC1IH27dvTrFkz7Ha7r0MR4owaRIJ9XPNwE3GnDJMuhBBCiPopNzeXGTNmYLO5x7u45ppr+Oyzz2jZsqWPIxPizOptgv3HYenrWgghhGjI5s6dy8cff8wXX3wBgKZpGAwN5vUx0YDV26v0+LuMTUL9yC5z39nO/O0IDhfSTEQIIYSopwoLCwkLCwPgnnvuITExkRtuuMHHUQlRM/W2gn18dJmYICO7cysAsDoULqV8GZUQQgghztGPP/7I4MGD+eWXXwAIDAzkxhtvlO73RL3TIK7Y9tFmwk3uYrzxlG761PaNqNU/+iIsIYQQQtRA06ZNMZvNVFRU+DoUIc5Lg0iwr24dzrVtwwEwnNJNn9q23v3B3wThjS50aEIIIYQ4DbvdzocffkhWVhYASUlJ/PDDDwwaNMjHkQlxfhpEgv1bWgnOY01DTq1gH6d7+AU0owyhLoQQQlwsli9fzuuvv86sWbM80/z9/X0YkRC1o96+5HjcpqwyXv4lgwCjO7GWkRyFEEKIi5fVakWv12MwGBgyZAhHjhyRlxhFg1PvK9jldhcAiWEmrmsXQXSgVKmFEEKIi9G+ffu48cYb+eijjwB3t3t33HEHoaGhPo5MiNpV7yvYx/VqGsyIthG+DkMIIYQQpxEVFUVZWRlFRUW+DkWIOlVvE+yt2RZfhyCEEEKIs1i9ejUBAQF069aN0NBQFi9eTFBQkK/DEqJO1RACqToAACAASURBVMsEe1duuefzzmOft+dY2JVbzl2XxRBurpeHJYQQQjQo6enp3HvvvSQmJvLll1+i0+kkuRaXhHqZieaW2QFIaRyE7tiAM3kWB7tyK7gtOdqXoQkhhBCXNKUUdrsdPz8/mjRpwuOPP063bt1ksBhxSanXV3tybCB/6RrNV7e2JSrA/XKjUS+9iAghhBC+UFpaypQpU3jyySc908aOHUvbtm19GJUQF169rGBXxeFy94N9cjd9yuUCGTpdCCGEuCDMZjO5ubkYDAbKy8sxm82+DkkIn6j3CXZOmZ38cgdWh7u7vuMVbLVrK643nwW7zYfRCSGEEA1bRkYGu/4/e/cd3lTd93H8naRJ924ZhbZsZIkIgiCIg6HWgYgIioKLoSiCAxUUJzhQtiwZNzJERUVxoSDg4EGmgshGoezRQUvbpE2ePyrRCqUF2p6e9vO6Lu+75yQ9+bSk6bff/MbWrVxzzTXYbDYmTJhASEiIhoRIuWb6Anvod3s4mOaiVoQf8M9Ojp59f+YW1zFxWKpWgyrVDMsoIiJSFrlcLnr16kVycjJffPEFFSpUICwszOhYIoYzfYEd7u/DwTQXsaEOXG4Ptv/s5Gi9uTuWplcYlE5ERKTsycnJwWazYbfbeeKJJ3A6nURHRxsdS6TUMH2BDWC1wGOtYoyOISIiUqZ5PB6mTJnCkiVLmDNnDna7nY4dOxodS6TU0QApERERKRSLxcLBgwc5cuQIe/bsMTqOSKlVZgrsFX+m8sOfqUbHEBERKVMyMzNZvHix9/jxxx9n4cKF1KxZ08BUIqVbmSmw39twhJnrDxsdQ0REpEwZMmQIgwYNYtWqVQAEBQUREhJicCqR0s30Y7BfujYWjwf6fLYLPx9tMiMiInKhPB4Plr93Sn7ggQeoWLEijRo1MjiViHmYvoPtsFnx9bGS7fbk2WRGREREzt1PP/1E586dOXw4913hevXq8dRTTxEQEGBwMhHzMH2BfSjNyZ6ULFw5Hu8a2CIiInJ+EhMT2b17N+vWrTM6iohpmX6IyKifD7D1aAZWi0UdbBERkXPk8Xj44YcfaNWqFT4+Ptx+++20aNGCatWqGR1NxLRM38H+40gGbg9kuz3ebdJFRESkcGbPns1DDz3E7NmzAbBarSquRS6Q6TvYp7zXpbbREUREREznxhtvZN26dVxzzTVGRxEpM0zdwd6bkgVA3Sh/QnxthPjaDE4kIiJSuiUmJvLAAw94x1iHh4czatQo4uLiDE4mUnaYusBOzswBoHKwD4fSnKRl5RicSEREpHQ7cuQIq1at4ptvvjE6ikiZZeohImF+Nq6sFkKb+GB6L9zFlfEhPN46Bo/HA/u1hauIiAjAjh07iIyMJDw8nCZNmvD+++9Tv359o2OJlFmm7mDHhvry+BUxxIf5AWC15s6G9ny9AM/yr3PvZDP13xAiIiIX5Ndff6VLly689tpr3nMNGjTwbiQjIkXP1AX2SVcOyZnZuD0eAKwWYNdWPB/Pyr1DTBzUu8S4gCIiIgZr2LAhbdu25frrrzc6iki5Yer27uIdKfyVnEX7mmEAWLBA2oncGyOisD7zJhZfXwMTioiIlKyMjAwmTJhAXFwcXbt2xWazMWbMGKNjiZQrpu5gp7ty+OGvE4T7564e8u93uyzX3ITFz9+gZCIiIsZIS0vj448/5sMPP8TtdhsdR6RcMnUH2wJUCLRjs+b+naCNHEVEpDw6ceIESUlJxMXFER0dzaRJk6hduzZWq6n7aCKmZeoC+5RwfxsDW1WmcrAD9iUaHUdERKTEpKamcuuttxIeHs68efOw2+1cfPHFRscSKddMWWCvO5Ce5zjAbuOq6qEAePYZkUhERMQYISEhXHXVVURFRRkdRUT+ZsoCO8d9atWQvGNCPB4PnjU/GhFJRESkRHg8Hr766iu2bt3KwIEDARg6dKiW3RMpRUxZYJ96DUmoE0aInw+JqVkMX76Pq8Kzue3/vs+9MSDQuIAiIiLFJDs7m6lTp5KYmEiPHj2Ijo5WcS1SypiywD7l6hqhVAxysDspk32pTlL8czvbVK2OpeXVxoYTEREpIm63m7179xIfH4/dbueNN97Az8+P6Ohoo6OJyBmUienFf+8zw6m/3y0XX4bFx25YHhERkaLi8Xh45JFH6N69O0ePHgWgdu3axMbGGpxMRPJjyg720l2pAPReuIu21UK4+aIIIO862CIiImWBxWKhVatWWnJPxERM/9P6S2IaHv6e9GhwFhERkaKwbds2XnrpJXJycgC48847GTt2rFYKETEJ09akN1+Uuz36ZVWDcJ8aIqIOtoiIlAHTpk3jgw8+YOXKlUBuF1sTGUXMw7QF9o11I7wfh/jauKp6CDUDPAYmEhEROX8HDhzwfjx48GAmTpxI69atDUwkIufLlAX2FXHB+PxrX/TKwQ4GtoqhdaSBoURERM7TjBkzuP766/n1118BiIiIoE2bNganEpHzZcoCO8ejTrWIiJQdjRo10qogImWIKQvsSH8f/HysdGkQSfMqQazbn8aU1QfZeyzN6GgiIiIFSk1N5Y033iAlJQWAZs2a8cknn9C4cWODk4lIUTBlgV0r0p9Ah427L4mmTbUQ1h9I54ttySR/NCf3DjZTflkiIlJOfPrpp8yaNYtZs2Z5z/n4mHLlXBE5A9P/NHs8HlYlpuFng9on9gJgaXmNwalERETySk5OJjQ0FIvFQvfu3fH19aVz585GxxKRYmDaVm9qVg6vrUhk+rrDHEpz0SLShsOdjeXqG7BEVzI6noiIiNcvv/xCQkICCxYsAMBut3PHHXdgt2vXYZGyyLQdbFeOm5V706ge7gtA8yibwYlERETOLC4uDl9fX6NjiEgJMW2BfcpJlxuA+EAtwC8iIqWD2+3mgw8+4JJLLuGiiy6iUqVKfP311zgcDqOjiUgJMO0QkVP8fazUjfKjkr8KbBERKR02bNjAK6+8wsiRI73nVFyLlB+m72DHhfny+BUxePb9hdvoMCIiUm5lZ2eTnZ2Nn58fl156KUOGDKFdu3ZGxxIRA5i+gy0iImK0AwcOcOedd/LWW295z3Xv3p3o6GgDU4mIUUxbYNusFqqH+3IkzcX/7T1hdBwRESnHIiMjyczMJCMjA7db76eKlHemHSIS5ufDM1dWoffCXVTae4IW8UYnEhGR8mT9+vWkpKRw1VVX4XA4mDdvHoGBgUbHEpFSwLQFNkDG3yuIBNhN24gXERETSk1NpU+fPvj5+fHNN9/g7++v4lpEvExbYGdmu/l+dwoA/natgS0iIsUvKysLX19fQkJCeO6556hSpQr+/v5GxxKRUsa0BXa6M4dP/0gCIMRXBbaIiBQfl8vFiy++yN69e5kxYwZWq5WbbrrJ6FgiUkqZfmyFBWhTLcToGCIiUobZ7XbS09NJT0/n+PHjRscRkVLOtB3sU8L8bET4++AxOoiIiJQpR48eZdWqVSQkJADw0ksv4efnh91uNziZiJR2pi+wG1XSpBIRESlaHo+H/v37s3nzZurUqUPt2rUJDg42OpaImITpC2wREZGikp2djY+PDxaLhUGDBrFz505q1qxpdCwRMRnTjsHOzM5doi81M9vgJCIiUhZ88MEHdOrUidTUVACaN29O9+7dsVpN+6tSRAxi2leNbHfuqOtwfzXhRUTkwiUlJXH8+HF27NhhdBQRMbkSqU7nz5/Ppk2bcDqd9O7dO8/bbceOHWPcuHE4nU6qVatG7969C3XNrOzcAjvUTwW2iIicO5fLxTfffENCQgIWi4X77ruP2267jaioKKOjiYjJFaqDvX79eiZPnszYsWMB+O2338jKyirUA2zatImdO3fy8ssv8/DDDzNr1qw8t8+bN4/bb7+d4cOHY7VaOXLkSKGueyIrJ/cLsBTq7iIiInmMHDmSp59+mkWLFgG5S/GpuBaRolBggb1gwQLmz59PbGws27dvB2DHjh1MmTKlUA/w+++/06xZMwDi4uI4fvx4nuJ89+7dNGjQAIAHHniA6OjoQl336EkXAL8eTC/U/UVERDyefxZ17dWrF127duXKK680MJGIlEUFFtg///wzL730EjfccAM+PrnDMW699dZCj1FLSkoiJOSfjWBCQkJIScnd4jw9PR0/Pz9mzpzJsGHDmDt3bp4Xv7M56cqd5GhTC1tERAphw4YNdO7cmT/++AOAypUr8/zzzxMaGmpwMhEpawocwJyTk+MtrE9xu92FnlX938/9N5fLRWJiIo899hgRERG89tprrFu3jqZNm571muFhYZxIOglAsL8fMTExOJ0nOQQEBgYSHhNTqGxStsTo313OQM8LOWXjxo3s2LGDH3/8kQcffNDoOFIK6fVCikqBBfbFF1/Ma6+9xjXXXIPT6WTt2rV89913NG7cuFAPEB4e7l3yCCA1NZWwsDAgt5tdoUIF77CQRo0akZiYWGCBnZSczMXhvgCE+rjZv38/nr/Hbqenp5Oxf3+hsknZERMTw379u8t/6HkhK1eupHHjxgQEBNCoUSMWLVpEy5Yt9byQ0+j1Qs7kfP/oKrANfc8999CoUSO++uorHA4HixYtokGDBtx9992FeoAmTZqwevVqAHbt2kWFChVwOBy5D261EhUVxaFDh4Dcsd2F/UJODQ3x9THtSoMiIlKMvvnmGx588EHvBH2A+Ph4AxOJSHlRYAd79erV3HTTTdx00015zn/55ZfccMMNBT5AjRo1iI+PZ/DgwVitVvr168eyZcsICAigefPm9OzZkylTppCVlUVsbKx3QmRBUrNyN5ixaAi2iIj87dQ8HovFwlVXXcV1111Hp06dDE4lIuVNvgX2sWPHOHLkCLNnzyYyMjLP5MP09HQ++OCDQhXYAD169MhzHBcX5/24UqVKPPfcc+eamx//OgFAnUj/c/5cEREpe44ePcrLL79MQkICHTp0wNfXl5EjRxodS0TKoXwL7MTERL744guOHz/OmDFj8n6Sjw8dOnQo9nBnc6pzXSPCz9AcIiJSOqSlpfHjjz9is9kM/x0lIuVbvgV248aNady4MfPnz+eOO+447fbDhw8Xa7CCuHJyO+o+WqZPRKTcSkxMxGKxUKVKFapVq8acOXOoU6eO0bFEpJwrcIbgHXfcwfHjx9myZQubN29m8+bNrFu3jueff74k8uXr2MncMdg//pVawD1FRKQs2rNnD7feeitDhw7F7c7dG+Giiy4q9DKyIiLFpcBJjosWLWLu3LmEh4eTnJxMSEgImZmZhr/9lpWd+2KaleM2NIeIiBgjNjaW6667jhYtWmDRjHcRKUUKLLC/+eYbRo8eTYUKFRg4cCCjRo3iu+++83YLjOL6e9Klr02dChGR8sDlcjF9+nRycnJ46KGHsFgsvPzyy0bHEhE5TYHVqc1mo0KFCsA/yx+1a9eOb775pniTFSA6wA6Ar01dCxGR8sDlcrFgwQI++eQTMjMzjY4jIpKvAgvsSpUqMWXKFLKzswkPD2fx4sXs2LGDlJSUksiXr8iA3OZ7sK/N0BwiIlJ8MjMz2bFjBwABAQGMGzeOBQsW4OenFaREpPQqcIhI//79+eijj/Dx8aFbt26MHz+e9PR0unbtWhL58nWqbx0fphdZEZGyyOVycccdd5Cens6nn35KUFAQdevWNTqWiEiBCiywg4KC6NWrFwB169Zl3LhxxZ2pUHYlZREd4EN0YIFfgoiImJDdbue6667jxIkT2Gx6t1JEzCPf6tTj8fDdd9+xd+9eLrroIlq1auW97dChQ8yZM4dBgwaVSMgzSXPmkO5yE+qnAltEpKxYvnw533//PcOGDcNisdCvXz+jI4mInLN8x2DPnj2bZcuW4efnx4cffsjXX39NWloaM2fO5MknnyQ8PLwkc57GlePRJjMiImWIx+Nh9uzZfPrpp2zfvt3oOCIi5y3f9u+aNWt4/fXX8fPz47rrruPpp5/mo48+4tJLL+Wtt94iOjq6JHOeJiUzm5MuN3tTsogN9TU0i4iInB+Px8Pu3bupUaMGFouFF154gfT0dO3GKCKmlm+BbbFYvLO0IyIi8PHxYciQIVSpUqXEwp2Ny+0hxwNZ2R6jo4iIyHl66aWX+PTTT1mwYAE1atQoNb9jREQuxFkL7H/z9fUtVS98KqxFRMyvdevW/Pnnn9jtdqOjiIgUGdNug3iqvA7z18xyERGz2LNnD0OHDiUjIwOAa6+9lunTpxMbG2twMhGRopNvB3v//v10797de+x2u/McA8ybN6/4khVCTLCDqAB1PUREzOKjjz7i008/pUmTJtx2223A6e+YioiYXb4F9vjx40syx3kJV/daRKTUO3DgAJUrVwagX79+NGrUiHbt2hmcSkSk+ORbYBu9SsjZuD0eWsYGEafVQ0RESrWFCxcybNgwRo4cSbt27fD396d9+/ZGxxIRKVam3KXlcLqLlXvT0DRHEZHSrVGjRlSuXBl/f3+jo4iIlBhTTnJMzsgB4KIovWCLiJQmGRkZvP322yQmJgJQo0YNFi1axBVXXGFwMhGRkmPKAtvtye1df7czxeAkIiLybytWrGD69OlMmjTJe85m03wZESlfChwikpmZyUcffcQvv/xCTk4OEyZM4LPPPuOyyy7zTlopae6/x4Z4NEhERMRwJ06cwM/PD7vdTocOHXjhhRdISEgwOpaIiGEK7GBPnTqVzMxMBg0ahI9Pbj1euXLlPN2JkpbzdwdbCzuJiBhry5YtdOrUiSlTpgC5S+516dJFY65FpFwrsMDetWsXDzzwANWqVcNqzb37ZZddRmpqarGHy4+/T24Om1UltoiIkapWrYrD4cDXV6s6iYicUuAQEYvFQmpqKiEhId5zqamp3mLbCHWi/PlqezJBDo3rExEpSR6Phy+//JLIyEguv/xygoKCWLhwIQ6Hw+hoIiKlRoEF9g033MDgwYNp1qwZqampzJo1i19++YXOnTuXRL58BdhNOT9TRMTU9u7dy7PPPku1atX45JNPsFqtKq5FRP6jwAK7Xbt21KhRgzVr1nD55Zfj7+/P448/TvXq1Usi3xkdOOGkVWwwKVnZhmUQESkv3G43GRkZBAYGEhcXx0svvcSll15q6DuZIiKlWYEF9pgxY2jVqhWdO3f2TnI02q7jmazZn84r7WKNjiIiUqalpqby6KOPEhwczNixY7FYLNxyyy1GxxIRKdUKbD/UqlWLL774ggcffJBx48axZs0asrON7Rw7c06tIqJJjiIixSkoKAiLJfe1Nisry+A0IiLmUGBLOiEhgYSEBFJTU1m7di1Llixh6tSpXHzxxTz88MMlkfE0R066ANh9PJOGFQMMySAiUlZt27aN7du3k5CQgNVqZcKECfj7+3sLbRERObtCj/kICQnh4osvxul0kpOTw/r164sz11n9vQw2Gv4nIlK0XC4X/fr1Izk5mRYtWhAVFUVAgBoZIiLnosAC+88//2T16tWsWbOG48ePc9lll5GQkECjRo1KIt8ZZbjcANjUTRERKRJZWVn4+vpit9t5/vnnsVqtREVFGR1LRMSUCiywhw8fTvPmzbn77rupX79+qZg1nv33XukhfloHW0TkQng8HkaOHMkPP/zABx98gJ+fH23btjU6loiIqeVbYJ/aXGb48OHeojo5OTnPfSIiIoo3XT4qBdnZmZRFvWhtxSsiciEsFgs5OTnk5ORw6NAh4uPjjY4kImJ6+RbYw4YNY9SoUWedyDh//vxiCVWQUxNtrBoiIiJyzlJTU1m8eDFdunQBYMCAATz22GP4+fkZnExEpGzIt8AeNWoUAHPmzDnj+tdHjx4tvlQFuKxKEA82q6Ct0kVEzsPQoUNZunQpVapUoWXLlvj7691AEZGiVOCA6ieffPK0c263myFDhhRLoMJYvDOZl5clYrOqgy0iUhj/3r/gkUce4ZFHHqFZs2YGJhIRKbvy7WAvWbKEzz77jKNHjzJgwIA8t2VkZBAUFFTs4fLj/nuSo9vj0TAREZECfP3117z99tv873//o3LlytSuXZvatWsbHUtEpMzKt8C+9tpradq0Kc899xx9+vTJc5vNZjN0Ikya043L7eFEVg6hfqVj+3YRkdIqKyuLpKQktm7dSuXKlY2OIyJS5p11iEhYWBijR48mMDCQ+vXrU7duXQ4dOsS+ffuw2+0llfE0rr872CIicjq3283nn3+Oy5W76+3NN9/MF198wVVXXWVsMBGRcqLAMdjTpk3ju+++A2DWrFl8//33bNq0ialTpxZ7uPycGhQSqEmOIiKnmTlzJs888wz/+9//gNyVlypUqGBwKhGR8qPA8RUbN25kzJgxZGdns2LFCkaPHk1ISAiDBg0qiXz5slrAR5McRUSA3K71qT0LunTpwl9//cUtt9xicCoRkfKpwA62j48PVquVzZs3ExMTQ2hoqHcdaqP4+lgI8VX3WkQEYPv27XTr1o1Vq1YBEBISwosvvkh0dLTByUREyqcCC+wqVaowceJEZsyYQfv27QH4/vvvCQsLK/Zw+fGxWvDz+Se6x52De/IbhuURETFSVlYWW7du9RbYIiJirAKHiPTv35/ly5fTtGlTmjdvDsCxY8fo169fsYfLT+f6kbSKC/7nRHISHNib+3HtBsaEEhEpQevXryc2NpaoqCgaNmzI559/TlxcnNGxRESEQnSw/fz8aNu2LQEBAfz8889s3ryZm2++2dAJM9/sSGbiLwdPO29p0RbrZW0MSCQiUnLWrl3LPffcw4gRI7znVFyLiJQeBXawf/vtN0aPHk1kZCSBgYGcOHGCEydOMGjQIC666KKSyHia1MwcTXAUkXLH4/FgsVho0qQJt9xyC507dzY6koiInEGBBfbs2bMZOnQoNWrU8J7btm0bM2bMyNM9KUkZ2W4OpTkNeWwRkZKWmprKG2+8Qd26dbn77ruxWq288sorRscSEZF8FDhExOl05imuAerUqUNGRkaxhRIRkX9kZ2ezbNkyFi9ejNvtNjqOiIgUoMACOzg4mJUrV+Y593//938EBwfn8xkiInKhjh49yo4dOwCIiIhg5syZTJ8+3bvWtYiIlF4FDhF54IEHGDNmDJMmTSIoKIi0tDSioqJ47LHHSiLfWWgMtoiUTSkpKXTq1ImIiAg++ugjHA4HtWrVMjqWiIgUUoEFdnx8PG+99RaHDx8mJSWF0NBQKlasWBLZ8mW35m42IyJSFoWGhtK5c2diYmLw8SnwZVpEREqZs75yr1+/no0bN+Lj40Pz5s2pU6dOSeU6K18fK0EO7eQoImWD2+1m3rx57N69m6FDhwIwaNAgg1OJiMj5yncw36JFi7zj/VwuF2+99dZpY7GN0qJqMF0bRhodQ0SkSLjdbhYuXMhXX33F0aNHjY4jIiIXKN8O9pIlS3jllVcIDQ0FoGPHjowZM4aWLVuWWLj8HE53Eed0GB1DROS8uVwuduzYQb169fDx8eHNN98kMDCQqKgoo6OJiMgFyreD7fF4vMU1QKVKlUrN0nwbD53kl8Q0o2OIiJwXj8dD7969uffeezl4MHdX2vj4eBXXIiJlRL4dbIvl9EmEZzpnlL0p2mhGRMzJYrGQkJBA1apV8ff3NzqOiIgUsXwL7JMnT/Ljjz/mOZeRkZHnXOvWrYsvWQEys7XZgoiYx9q1a5k7dy6vv/46Pj4+dOnShS5duhgdS0REikG+BXblypVZsmTJWc8ZWWCLiJjJxx9/zOLFi7n99tu5/PLLjY4jIiLFKN8C+4UXXijBGCIiZc/OnTupWbMmAE899RRdu3alcePGBqcSEZHiZso9dy2AtfQMBxcROc2ECRO45ZZbWLNmDZC7eYyKaxGR8sGUBXagw0qYn3Y3E5HSq02bNjRq1IiQkBCjo4iISAkzZYFdNcSXhhUDjI4hIuJ15MgRhgwZwrFjxwC4+OKLmTt3bqnZAVdEREpOoQpst9vN1q1bvW91Op3GLpFXM8KXDrXCDM0gIvJvixcvZuHChXz44Yfec6VpaVMRESk5BY6z2L59O2+//TbBwcGkpqbSrFkzJk2aRMOGDbnmmmtKIuNpvtiWzPGMHJ6+soohjy8iAnDgwAEqVqyI1WqlW7duREVF0b59e6NjiYiIwQrsYM+YMYOBAwfyxhtveDdE6NWrF59//nmxhzubQ2naaEZEjLNixQpuvvlm3n//fQBsNhsdO3bEajXlyDsRESlCBf4myMjIOG0MYWmYtLP/hApsETFO/fr1qVixIhEREUZHERGRUqbAAjs0NJQffvghz7mff/6ZsDCNgRaR8sPlcjF58mQ2btwIQFRUFAsXLuS6664zOJmIiJQ2BRbYDz74IJ999hk9e/bk4MGD3H///SxcuJAHH3ywJPKJiJQKmzZtYty4cYwfP957zmazGZhIRERKqwInOVapUoU333yTw4cPk5KSQlhYGNHR0SWR7aw0N19EiltmZiY5OTkEBgbSpEkTRowYQdu2bY2OJSIipVyBBfaPP/6Y5/jQoUNs3boVt9vNlVdeWWzBzibAbiHQrs6RiBSfxMREevfuTbNmzXjppZcAuOmmmwxOJSIiZlBggb1kyZI8xxkZGSQmJnLxxRcbVmDbLFbsNs3UF5HiU7FiRYKCgggODsbj8WhNaxERKbQCC+xhw4addi4xMZGvv/66WAIVxt2XRHFNDU2yFJGitXz5cjIzM+nYsSN2u505c+Zgt9uNjiUiIiZTYIF9JlWrVuWvv/4q6iyF9s4vh9idlEXf5pUMyyAiZUtKSgpPPfUUvr6+XHXVVfj6+qq4FhGR83LOY7A9Hg/79u3j5MmTxRaqME5k5Rj6+CJifh6Ph7S0NIKDgwkNDeXVV18lPj4eX19fo6OJiIiJnfMYbKvVSnh4OI8++mixhSqMdQfSvR97vvrQwCQiYkYul4tBgwZx5MgR5syZg81mo127dkbHEhGRMuCsBbbH46Fbt27UrVu3pPKcM09WJp5lA8F7nAAAIABJREFUX+UeVKpibBgRMQ273U5AQAD+/v6cOHFCm2eJiEiROetSHBaLhUmTJpVUlvOzc0vu/1erjfXGbsZmEZFSbc+ePcyfP997/MILLzBt2jQV1yIiUqQKHCJy2WWXMWLECJo0aUJQUFCe21q3bl2oB5k/fz6bNm3C6XTSu3dvatasedp95s6dy7Zt23jhhRcKdc1TC2a5J7yaexxbvVCfJyLlk8fj4YknnuCPP/6gadOm1KpVC39/f6NjiYhIGVRggb19+3YAVq1addpthSmwN23axM6dO3n55ZfZs2cP06ZN48UXX8xzn8TERP74449Cbztst4Kfz9/N92wXOBxY7uxTqM8VkfIlMzMTPz8/LBYLzz77LAcOHDjjH/kiIiJFJd8C+9QvpTOtg30ufv/9d5o1awZAXFwcx48fJysrK88s/ffee4/u3bvzwQcfFOqavj5W7LZ/bfoQVxOLj5bTEpG8xowZw6RJk1iwYAFhYWFccsklXHLJJUbHEhGRMi7fMdjPPPNMkTxAUlISISEh3uOQkBBSUlK8x8uWLaNBgwZERUUV+prX1w5nYKuYIsknImWX1Zr7EpeYmGhwEhERKU/Oa6OZc3oAn/wfIi0tjR9++IFnn32WY8eOFfqavx9z8tQNuW/x7sWCw+GgYowK7vIuRs+Bcu/kyZPMmTOH+++/H6vVSr9+/ejZs2eeP/JFQK8XcmZ6XkhRybf6dTqdbNu2DY/Hk+8nF2b5vvDwcFJTU73Hqamp3hn7mzZtIikpieeffx6Xy8WhQ4eYOXMmvXr1Ous1nU4X+/fv//vIg9Pp/NexlEcxMTF6DgivvPIK77//PtnZ2dxyyy3ExMSQlpZGWlqa0dGkFNHrhZyJnhdyJuf7R1e+Bfbx48cZO3ZsvgW2xWJh/PjxBT5AkyZNmDdvHh06dGDXrl1UqFABh8MBwOWXX87ll18OwOHDh3nnnXcKLK4BElOzeOzL3Yy+QSuHiJR3LpfLu6V57969CQ4OpkOHDganEhGR8izfArtSpUqMGjXqgh+gRo0axMfHM3jwYO9btsuWLSMgIIDmzZuf1zU9HshwuS84m4iY208//cQLL7zA2LFjqVevHhUqVGDAgAFGxxIRkXKu2MdgA/To0SPPcVxc3Gn3qVChQqHXwBYRgdx30o4ePcqWLVuoV6+e0XFERESAsxTYDRo0KMkcIiIF8ng8fP3117Ru3Zrg4GBatWrF4sWLiY6ONjqaiIiIV77L9D3wwAMlmeOcWC1ATg7u1T/kjhcRkXLhiy++4Mknn2TcuHHecyquRUSktCmRISJFzWa1QGoSnilv5p5w+BkbSESKjdvtxmKxYLFY6NixI+vWrePuu+82OpaIiEi+8u1gl2aNKgbQ/tivEBCI5a6+WO/qa3QkESkGiYmJ3HfffXz++ecA2O12nn/+eWJjYw1OJiIikj9TFthVQhzcemwN+PpjveoGLBUqGx1JRIqBxWLh999/Z/Xq1UZHERERKTRTDhE5kaUl+kTKqi1btuDr60v16tWpUqUKH3/8MVWrVjU6loiISKGZsoO9cu8Jpla62ugYIlLEdu/eTbdu3Rg6dKh3k6vY2FgsFovByURERArPlAV2alYOy8LqGx1DRIrIqWK6evXqdO/enb59+6qoFhER0zLlEBGA6plHjI4gIhcoIyODsWPHYrPZeOKJJwAYPHiwwalEREQujCk72ADRrlSjI4jIBbJYLCxfvpwVK1aQlZVldBwREZEiYdoOtoiYU2pqKn/99ReNGjXCz8+PiRMnUrFiRXx9fY2OJiIiUiRUYItIiXG5XHTt2pXMzEwWLlxIaGgo8fHxRscSEREpUqYssBtVDKDRvj1GxxCRc2S32+nWrRtOp5OAgACj44iIiBQLUxbYl8YEcs3SzUbHEJECeDwePv/8c5YvX87IkSOxWCz06tXL6FgiIiLFypSTHI+kuyA7G/5e2ktESq9vvvmGFStWsGvXLqOjiIiIlAhTdrB/25rIt341aJ+lX9gipY3b7eb333+nUaNGWCwWhg0bhsvlokqVKkZHExERKRGm7GAnWoLYHFodS4fORkcRkf945plnuPvuu9m6dSsAFSpUUHEtIiLliik72ADYfLBee6PRKUTkP2688UaysrKIiIgwOoqIiIghTNnBFpHSY8uWLTz66KOkp6cD0KZNG0aPHk10dLTByURERIyhAltELsi3337L0qVLWbp0qdFRRERESgXzDhEREcPs2LGDmjVrYrFY6NOnDy1atKB58+ZGxxIRESkVTNnBDs0+SYgr3egYIuXS/PnzufXWW/nqq68AcDgcKq5FRET+xZQFdvfjv3DvX98YHUOkXGrZsiX16tUjJibG6CgiIiKlkikL7D0OrU4gUlJSUlIYNmwYu3fvBiAuLo758+dzySWXGJxMRESkdDJlgb3fHsrWoKpGxxApF1avXs2CBQuYNWuW95zFYjEwkYiISOlmykmOGwLjCa3UnPpGBxEpo44ePUpQUBB+fn60a9eOt99+m6uvvtroWCIiIqZgyg62iBSf3377jZtvvpmJEyd6z3Xo0AG73W5gKhEREfNQgS0iedSqVYvKlStrEqOIiMh5MuUQEREpOm63m3nz5hEbG8uVV15JQEAAH374IVar/v4WERE5HyqwRcq5xMRERo4cSfXq1WnTpg0Wi0XFtYiIyAVQgS1SDrlcLtLT0wkLCyMuLo433niDJk2aaHUQERGRImDKNtU9x1bSUxvNiJyX5ORkunfvzlNPPYXH4wGgffv2REVFGZxMRESkbDBlgX3C6kuYtkoXOS+hoaFERUVRqVIlnE6n0XFERETKHFMOEdlrD8dlsWEzOoiISaxdu5Zdu3Zx++23Y7FYGDdunJbdExERKSamLLA3BMSx1z+a2kYHETEBp9PJU089RXJyMtdeey0REREqrkVERIqRKQvsbKt61yIFSU1NJSQkBIfDwauvvoq/vz8RERFGxxIRESnzTDkGW0Ty5/F4GDp0KF27duXkyZMAXH755TRu3NjgZCIiIuWDCmyRMsZisRAZGUlISAjJyclGxxERESl3VGCLlAFHjhxhxowZ3uOHH36YuXPnartzERERA5hyDLaI5PXiiy+ybNkyLrroIlq2bInD4TA6koiISLllygL7wSMriD952OgYIobKyMjA398fgCeeeII2bdrQokULg1OJiIiIKYeInLQ6sOE2OoaIYT766CM6dOjAnj17AKhWrRp33HEHVqspf6RFRETKFFP+Nv7Vv6rREUQMFRAQgMfjYd++fUZHERERkf8wZYF9wB5qdASREuVyuZgzZw5ZWVkAXH/99Xz55Ze0bNnS4GQiIiLyX6YssEXKmxkzZjBixAhmzpwJ5C7FFxISYmwoEREROSNTTnIUKQ9cLpd3S/O77rqLtLQ0unfvbnAqERERKYg62CKl0MaNG+nUqRMrVqwAIDAwkEGDBqlrLSIiYgKmLLAtRgcQKWYOh4MDBw6wfft2o6OIiIjIOTLlEJGwnAyjI4gUueXLl1O3bl0qVapE3bp1Wbx4MVFRUUbHEhERkXNkyg729ambjI4gUqRWrVrFww8/zPDhw73nVFyLiIiYkyk72BkWu9ERRC6Yx+PB4/FgtVpp3rw5d999N507dzY6loiIiFwgU3awt/pVNDqCyAU5evQojz76KNOmTQNyl90bPHgwtWvXNjiZiIiIXChTdrDXBsQbHUHkgtjtdjZu3Eh2djYejweLRVN3RUREygpTFthVnUlGRxA5Z3v27CE1NZWGDRsSGhrK7NmzqVKlioprERGRMsaUBbaI2SQlJdGlSxciIyP59NNP8fX1pWrVqkbHEhERkWKgAlukGJ0a/hEeHs79999PXFwcDofD6FgiIiJSjExZYFvwGB1B5KxcLhdTpkwhMTGRESNGANCnTx+DU4mIiEhJMGWBHZyTaXQEkbOyWq2sXLmSAwcOcPz4cSIiIoyOJCIiIiXElAV2y5O7jY4gcpqMjAw2b95M06ZNsdlsvPnmmwQHBxMUFGR0NBERESlBplwHWwNEpLTxeDzcd9999O3bl8TERAAqV66s4lpERKQcMmUHe7sjmmuMDiHyLxaLhR49erB161ZtcS4iIlLOmbKD/aevChgx3vfff0/v3r1xuVwAJCQkMGjQIPz8/AxOJiIiIkYyZYEtUhqsWLGC1atX8+uvvxodRUREREoRFdgiheTxeNiwYYP3+PHHH+ejjz6iWbNmBqYSERGR0kYFtkghvfXWW/To0YOVK1cCEBQURM2aNQ1OJSIiIqWNKSc5WowOIOVSQkIC27dv1xbnIiIiclam7GA7PNlGR5By4K+//uKRRx7h8OHDANSrV4/JkycTGxtrcDIREREpzUxZYF96co/REaQcWLVqFd9//z2LFi0yOoqIiIiYiCmHiAS7s4yOIGXUzp07iY+Px8fHhy5duhAbG8vll19udCwRERExEVN2sI/ZAo2OIGXQt99+y2233cZ7770HgNVqpWXLllgsGvUvIiIihWfKAnt9gMbAStFr1qwZdevWpU6dOkZHERERERMzZYHtMTqAlAknT57ktddeY926dQCEh4fz/vvvc8UVVxicTERERMzMlGOwRYrC9u3bmTNnDomJiVx66aUAGg4iIiIiF0wFtpQrKSkpAISGhtK4cWPGjRunSYwiIiJSpEw5RETkfPz111/ccsstDB8+3Hvuqquuws/Pz8BUIiIiUtaYssD28biNjiAmVLVqVapVq0atWrXweDSSX0RERIqHKYeI1Mo6YnQEMQGPx8Nnn32Gx+OhU6dO2Gw2pk+fjtVqyr8rRURExCRMWWDHupKMjiAmkJyczOuvv46vry833HADDodDxbWIiIgUuxIpsOfPn8+mTZtwOp307t2bmjVrem/bvHkzc+fOxWKxULFiRR566KECi6B0q6O4I4tJud1ujh8/TlRUFOHh4bz55ptUq1YNh0PPGRERESkZxd7O27RpEzt37uTll1/m4YcfZtasWXlunzx5MoMGDeLll1/G6XSyfv36gq/pF1NcccXEnE4n9957L3379sXlcgFwxRVXUKVKFYOTiYiISHlS7B3s33//nWbNmgEQFxfH8ePHycrKwtfXF4Dhw4cTGJi79XlISAgZGRkFXvOETas+yOkcDgfx8fGkpaWRkZGB3W43OpKIiIiUQ8XewU5KSiIkJMR7HBIS4l2LGPAW10lJSWzcuJHGjRsXdyQpQ/744w+mT5/uPX7uued4++238zznREREREpSsXewfXwKfoiUlBRee+017r33XoKDgwu8vxULFquFmBgNFSnPPB4Pd911F7/++itdu3alTp06RkeSUkivE3Imel7Imeh5IUWl2Avs8PBwUlNTvcepqamEhYV5j0+ePMnw4cO54447uOSSSwp1TQ8ePG4P+/fvL/K8UvqlpKQQGhoKwJAhQ0hKSqJOnTp6PshpYmJi9LyQ0+h5IWei54Wcyfn+0VXsQ0SaNGnC6tWrAdi1axcVKlTIs6LDrFmzuP7667n00kuLO4qUAaNGjSIhIYGjR48CUL9+fa644gqDU4mIiIj8o9g72DVq1CA+Pp7BgwdjtVrp168fy5YtIyAggMaNG7NixQoOHjzIsmXLAGjdujXt2rU76zUrulLPeruUXRUrViQ8PJykpCSioqKMjiMiIiJymhJZB7tHjx55juPi4rwfz50795yv1zBTb+GUFykpKcybN48HH3wQm81Gt27duO2227yr0IiIiIiUNqbc1s5lzthyHsaMGcP48eNZtGgRAFarVcW1iIiIlGqm3Cp9h280HYwOIcXm5MmTBAQEANC/f3/i4+NJSEgwOJWIiIhI4ZiyFbzfHlbwncSUvv32Wzp06MCvv/4KQEREBD179izUco8iIiIipYEpC2wpu8LDw8nOzubAgQNGRxERERE5LyqwxVA5OTm8//773t09mzVrxrfffst1111ncDIRERGR86MCWwy1aNEiXnnlFcaNG+c9V5jdPEVERERKK1MObLUYHUAuiMvlwsfHB4vFQkJCArt27eLuu+82OpaIiIhIkTBlB9vhyTY6gpynnTt30q1bNxYsWACAj48PAwcO1KYxIiIiUmaYssBumb7L6AhynoKCgti/fz+7dunfUERERMomUw4RseExOoKcgzVr1hASEkKdOnWoWLEin3/+uTrWIiIiUmaZsoN9wCfE6AhSSDt37uTee+/l+eefx+PJ/cNIxbWIiIiUZabsYP/hV9noCFKAnJwcbDYbNWvWpG/fvrRu3RqLRdNTRUREpOwzZYEtpVdaWhqvvvoqQUFBDBkyBICHH37Y4FQiIiIiJUcFthQph8PB5s2b8ff3x+l04nA4jI4kIiIiUqJUYMsFO3z4MH/++SfNmzfH4XAwefJkoqKi8PHR00tEpLh4PB4yMzNxu90aglcE9u3bR0ZGhtExxAAejwer1Yqfn1+R/SyZsgKyaBWRUsPpdNKtWzecTieLFi0iLCyMSpUqGR1LRKTMy8zMxG63q5lRROx2u/5QKceys7PJzMzE39+/SK5nyp9KW0YaqMg2lMfjwWKx4HA46Nu3LwAhIVrdRUSkpLjdbhXXIkXEx8eHrKysortekV2pBDVI3gWh4UbHKJc8Hg+zZ8/mxx9/ZOLEiVitVrp27Wp0LBGRckfdVpGiVZQ/U6YssCOdqViffcvoGOWSxWJh3bp1/P777+zZs4dq1aoZHUlERAxw8OBB7rvvPurUqQOAy+WievXqDBw4EJvNRmZmJu+88w5//PEHDoeDkJAQ+vfvT5UqVQBITExk3LhxpKSkAFC/fn369u1bqMnxS5cuZdq0aTz99NM0atQo3/tt2LCBTz75hBdffLEIvuL87dy5E4fDQWxsbJFed+LEiVSvXp3rrrvurPe75557aNGihXfVroMHDzJs2DAmT57svc/XX3/N7t276devHzk5Obz77rusXr2awMBAbDYb/fv3p0aNGueccfr06axbtw6n08njjz9O3bp189z+888/895772Gz2bj22mu59dZbycjIYPjw4Zw4cQKn00nPnj1p0aLFOT92aWbKAjvd5gdFNEZGCuZyuVizZg0tW7YEYOjQoVgsFiIiIgxOJiIiRoqNjWX06NHe4xEjRrBkyRI6dOjAxIkTiYqKYurUqQBs3LiRZ599lilTpuDj48OwYcN45JFHuOSSS/B4PIwbN45Zs2bxwAMPFPi4a9asoW/fvmctrkvSDz/8QN26dYu8wC6MrVu3ArB8+XL69euH1VrwHoLz5s0jLS2NKVOmYLVa+f3333nuueeYNWsWNput0I+9fv16tm7dyvjx49m9ezejR49mzJgx3ttzcnIYM2YMU6ZMISgoiAEDBtC6dWt+/PFHYmNj6d27N0eOHOHxxx9XgV0abIiow81GhyhHHn/8cZYtW8a8efNo0KABkZGRRkcSEZFSqH79+iQmJnLy5ElWrVrFnDlzvLc1atSI+vXr8/PPPxMQEEBcXByXXHIJkPvuaJ8+fU57iz47O5u33nqL/fv343K5uPfee7FYLPzf//0fW7ZsITg42HsNgHfeeYetW7eSk5PD448/nudaH3zwAcuXL8ftdnP55ZfTs2dPtm/fzujRo7Farfj6+vLcc89x+PBh7zm73c6wYcMIDQ31Xmfx4sV8/PHHWCwWatasSefOnfnss88ICwsjLCyM/fv3s2DBAqxWK9WqVeOJJ56gX79+DB06lCpVqnDkyBGGDBnCxIkTGTVqFPv378fpdHL//ffTpEkTvv32W95//31vp7969epn/Z5/99133HDDDfz000/89ttveb4f+fn888+ZNm2atxhv0KABkydPzlNcHzlyhFdffTXP51100UXeeVeQW2BfccUV3pxHjx4lMzMTPz8/AFJSUggICPB+/xo2bMjatWsJDQ1l27ZtAJw4cSLP97esMGWB7bTajY5QrvTo0YPIyEji4uKMjiIiImfg/nAGnrU/Fek1LU2vwHr7vYW+f3Z2NitXruSmm25i//79xMbGntYNrVWrFn/99RdBQUHUqlUrz22+vr6nXXPJkiX4+PgwZswYjh07xoABA5g9ezbNmzenbdu2eYrJX3/9lYMHDzJmzBh+/fVXvv/+ey699NI813v77bdxOBzcdddddOnSha+++oqbb76Zjh07smHDBo4dO5bn3Jo1azh27FieAnD+/PkMHz6cihUr8sUXX1CxYkVvnnr16rFr1y5eeeUVIiIieOyxx9i1axcdOnTg+++/p0ePHvz0009ce+21LF26lIiICJ544glSUlIYNGgQ7777LtOmTWPy5MkEBQXRu3fvs37P3W43y5cvZ+zYsfj6+rJkyZICC+y0tDR8fX0JCgrKc/6/x9HR0XnenTiT48ePU7NmTe9xWFgYSUlJVK5c2XuckZHBvn37iI6O5rfffiM0NJRu3brx5Zdfcs8995CamnpaIV8WmLLA1goixWv16tVMmDCBsWPHEhISQvPmzWnevLnRsUREpJTZu3cvjz32GAC7d++me/fuXHHFFWzduhW3233a/U+tQJWdnX3G2/9r69at3iI5MjISHx8fUlNT871vgwYNAGjcuDGNGzdmw4YN3tttNhtPPvkkVquV5ORkTpw4QatWrRg1ahT79u3jmmuuoVq1annOXXnllaeNS77yyit5/vnnad++PVdffTWBgYF5bvf39+fFF1/EYrHw559/kpqayjXXXMNTTz1Fjx49WLlyJU888QTvv/8+69at47fffgNyl71NTk7Gz88vT8f3bDZs2EDFihWpVKkSV199Ne+99x4DBgzI9/6nvvc5OTlnvW5h/XcVm1P/vqdYrVaefPJJRowYQUhICNWqVcNut7N48WIqVqzIyJEj2bFjB2+++Wae8eJlgUkLbClO69atY926daxcuZKOHTsaHUdERApgvf1eOIduc1H59xjsYcOGeYc1xMbGsnfvXlwuF3b7P+8679ixg5YtW+Lr68vnn3+e51pOp5N9+/addUjEqQ1B8pNf0b5//34+/vhjpk6dSkBAAD179gSgWbNmTJw4kZ9//pkXXniBPn360LJlS++5l19+mb59+3rnIAH07NmT9u3bs2LFCh566CHeeeedPF/DuHHjePfdd4mMjGTw4MEAhIaGEh0dzZYtW/B4PERHRwNw55130r59e+/nJycn5ylQPZ6zNxSXLFnCwYMHvePWs7KyWLNmDfXq1SM9PT3PfVNTUwkKCiI0NBSXy0VSUhLh4f+syLZt2zZq167tffzCDBGJjIwkOTnZe5ySkpLnmgBNmzaladOmAIwaNYoKFSqwdu1ab+OuVq1aHD16lJycnHMa/13aFTwSvhTSwkRFb926dd4f5Pvuu4/58+eruBYRkULr27cvU6dOJTMzk4CAAJo3b86MGTO8t2/cuJGtW7fSsmVLmjZtyr59+/jpp9xhLR6PhylTpvDdd9/luWa9evVYu3YtAIcOHQJOH8pwSt26db3d4O3btzNq1CjvbSdOnCA8PJyAgAA2b97MkSNHcLlcfPLJJ5w8eZLrrruOhIQEtm/fnufc9ddfz/bt273XcbvdvPvuu1SoUIFu3bpRvXp19u3bh8Viwel0kpGRgY+PD5GRkezbt4/t27fjcrkAaN++PaNHj6Zt27ber+3U15+UlMS7775LSEgI6enppKWlkZ2dzaZNm/L9frtcLlauXMm7777r/e/RRx9l6dKlhIaGEhQUxMaNGwHIyMhg6dKltGjRAovFwo033sj48eO9nexNmzYxfPhwb1b4Z4jIv//7d3EN0Lx5c+/XsG3bNipXrnzaUJ+nn36a5ORk0tPTWb9+PZdddhkxMTHeMdhHjhwhICCgTBXXYNIOtuVf/ysXbubMmYwcOZJXXnmFTp06YbfbqVevntGxRETERCpXrkybNm147733ePDBB3n00UeZPHkyvXv3xm63ExYWxogRI7zL8L322muMGTOG2bNnY7FYaNKkCffdd1+ea1599dWsW7eOAQMGkJOTw6BBg/J9/MaNG/PTTz/xyCOP4PF4eOyxx0hLSwNyu6SBgYE8/PDDNGjQgE6dOjF27Fhuv/12hg4d6l2q7umnn+bPP//0nrNarTzzzDPex7BarQQGBtKnTx+CgoKoUKECDRo0YN++fUyaNIknnniCyy67jD59+hAfH8+dd97JpEmTaNKkCa1ateKtt97iyiuv9H5t69evp3///uTk5NCrVy+sViu9evViwIABVKpUierVq+N2uzl+/DgzZszIM3Fz1apVNGrUKM/48LZt2/Luu+/idDoZMmQIo0aNwuVy4XK56NSpE7Vr1wZy51bNnDmTPn36EBgYiL+/P6+++mqhlkj8t7p161KzZk169+7tHYIDuUsCBgYG0qZNG2644QaefPJJ3G43vXr1wt/fn5tvvpkRI0YwYMAAsrOzGThw4Dk9rhlYPAW9/1AKvTjjGx7sWDqW5ikLDhw4wHPPPcfgwYO9P3xmExMTw/79+42OIaWMnhdyJmXleXHy5EkCAgKMjlFm2O32PB3corZ+/Xq++uornn322fP6/ClTphQ46VEuzJl+pmJiYs7rWqYcIlIzNtroCKZ26NAhHnvsMXbs2AHkdh3effdd0xbXIiIipdn//vc/pk2bdt4FstPp9I5jFnMwZYHtzDFd071U2bJlC9999x0LFiwwOoqIiEiZ17NnT8aPH09UVNR5fb7D4VCBbTKmHIO95XgWZ980VP5rz549REVFERAQQNu2bZk2bZqW3hMREREpBqbsYB/LLHjtTPnH2rVrufXWWxk7dqz33KmZxCIiIiJStExZYMu5adiwIQ0bNqRx48ZGRxEREREp80w5RCRHDeyzcjqdTJ06lTp16tC+fXt8fX2ZOXOmOtYiIiIiJcCUBXaorwrFszl48CDTp0+nZs2atGvXDovFouJaRESK1MG6VkikAAAgAElEQVSDB7nvvvuoU6cOkLvxSfXq1Rk4cCA2m43MzEzeeecd/vjjDxwOByEhIfTv39+722NiYiLjxo0jJSUFgPr169O3b99CrcW8dOlSpk2bxtNPP02jRvkv27thwwY++eQTXnzxxSL4is/d3Llzady4MQ0aNGD58uXeTWby43Q66dy5M7169aJLly7Amb+GmTNnEhoayq233kpGRgbjx49n27Zt+Pn5ERQUxMCBA6lQocI5Zc3JyWH06NHs3r0bgCFDhlC5cuU891m0aBFffPEFNpuN22+/nbZt23L06FFef/11srOzyc7Opn///tStW/ecHrssMuUQkQC7KWMXq4yMDI4cOQJAXFwc48aNY/r06SqsRUSk2JzaKn306NFMmDABl8vFkiVLAJg4cSJRUVFMnTqVCRMmcOedd/Lss8+SlZVFTk4Ow4YNo3v37kyaNImJEycCMGvWrEI97po1a+jbt+9Zi+vS4M4776RBgwYcPHiQpUuXFnj/lStXEhUVVaj7njJhwgQqV67M1KlTGTduHB07duSll14656yLFy/GarUyfvx47rrrrjy7cAIcP36c999/nzFjxvDm/7d353FVVevjxz/nHGaRWVEJc0AFTRE1xQEzFa3oOpR5K2czlZzQHEjMLE3ELCFxSi6aWjlUZFa3UnFKqZsozqKipoBIyiwKZ/r9wY/99QiCGoLo8369fL3g7H32evZmgc9eZ+31fPQRa9eupaCggM2bN+Pn58fixYsZPXo0UVFR99z2o6hajmA7W0mCfauMjAxef/116tSpQ3R0NGq1mk6dOlV1WEIIIR4zzZs3Jzk5mfz8fP744w+++OILZVvLli1p3rw5+/fvx8bGhvr169O6dWsAVCoVY8aMKTEopNPp+Pjjj0lNTUWr1TJixAhUKhW///47p06dombNmsoxAJYtW0ZiYiJ6vd6k6iHApk2b2L17NwaDAV9fX4YNG8aZM2cIDw9HrVZjaWnJu+++S3p6uvKaubk57733nkm1xPj4eCWpdXBwwNnZmTZt2piMMvft25ctW7awYMECnnnmGbZs2cKpU6f4/PPPGTZs2B2v344dOxg6dCgrV67k8uXLJUaQb5efn8+BAwdMrnO3bt1o166dyX6JiYnKTUyxTp06MXDgQOX7Q4cO0bNnT6CoBHp4eLjJ/mlpabi7uyufMLi7u3Py5Ens7e3JzMwEikrSOzg4lBnz46JaJth1aphXdQgPFUdHR7y8vHB3d0ev16NWyw2IEEI8TlYfTGf/xZwKPWan+naMaHP30wx0Oh1xcXH861//IjU1FXd3dzQajck+Hh4e/PXXX9ja2uLh4WGyzdLSssQxd+zYgZmZGREREVy7do1Jkyaxfv162rdvzzPPPGOSXB8+fJi0tDQiIiI4fPgwO3fupE2bNibH++STT7CwsGDQoEEMGDCA//73v/Tp04fevXuTkJDAtWvXTF47cOAA165dM0mwo6KiePfdd2nYsCHBwcHUqlV+8btXX32VmJiYMpPrvLw8jhw5wsyZM0lMTCQ2NpZBgwaVedw7XWdbW1uT75s1a1YiYb5dRkaGcp4ajQaDwYBer1eO7ebmxvnz58nOzkatVnP69GkyMjJ4+eWXCQwMZOfOnVy/fr3cdh4X1TLBNlS/6u4VbufOnfz1118MHz4clUrFxx9/LIm1EEKISnXp0iWCgoIAOH/+PK+99hqdO3cmMTERg6HkigRGoxGVSoVOpyt1++0SExOVJNnZ2RkzMzNyckq/kUhMTKRFixYAeHt74+3tTUJCgrJdo9Ewbdo01Go1WVlZ5Obm0qlTJxYvXkxKSgrdu3enQYMGJq917dqVRo0ambRz5coVGjZsqLRTUFBwF1eqfHv27OHpp5/GysqKHj16EBYWVm6CfbfX8W6YmZVMCW/9RMHe3p433niDkJAQXFxc8PDwwMLCgg0bNvDss88yZMgQ4uLiWLFiBXPnzq2QmKqzaplgp+TpqjqEKlVQUEBoaCiZmZn07dsXR0dHSa6FEOIxNqJN7Xsaba4oxXOwAd577z3lAUZ3d3cuXbqEVqvF3Pz/PnU+e/YsHTt2xNLSkq1bt5ocq7CwkJSUFCV5LY3RaCzz/7s7JZupqal8++23rFq1ChsbG2UkuV27dixfvpz9+/czZ84cxowZQ8eOHZXX5s6dy9ixY+nYsaNJDKV9fSu9Xn/HGO9kx44dXL58mVGjRgFFNy8XLlzA2tqa69evm+ybk5ODm5sb7u7uXLx4kcLCQpOHQxMTE00eNLybKSLOzs5kZWUBRQ+sajSaEtfa398ff39/AGbMmEHt2rXZunUrI0eOBKBt27YsXrz4ns/9UVQtszLNY/jcntFoJD09HSj6GC0sLIwNGzbg6OhYxZEJIYQQMHbsWFatWsXNmzexsbGhffv2Jg/KHT16lMTERDp27Ejbtm1JSUlh3759QNH/cZ999hnbt283OaaXlxfx8fFA0cgxlJz+UKxZs2YcOXIEgDNnzpgkerm5uTg6OmJjY8OJEyf4+++/0Wq1xMTEkJ+fz3PPPUdAQABnzpwxee3555/nzJkzJu3UqlWLCxcuYDQaOXjwoBJT8ch6SkpKiYRYpVKh1WrveO0yMjL466+/WLduHVFRUURFRTFo0CBiY2Np3Lgxly9fJiUlBYCsrCz+/PNP2rRpQ40aNXj66aeJjo5WjrV7924iIyNNkv/iKSK3/rs1uYaiede//fYbUPSw5e3zuPV6PZMnT6awsJArV66Qnp5OkyZNqFevHomJiUDRDdQTTzxxx/N8nFTLEWxr88crwzYajQQFBXHs2DG2bNmCra0tPj4+VR2WEEIIoahbty5+fn6sW7eON998k4kTJ7Jy5UpGjx6Nubk5Dg4OhIaGKiOtCxYsICIigvXr16NSqfDx8VFGQos9++yzHDx4kEmTJqHX65kyZcod2/f29mbfvn1MmDBB+X8zLy8PKJr7XaNGDcaNG0eLFi3o168fn376Ka+88gqzZs2iRo0aaDQagoODuXDhgvKaWq3mnXfeMWnnjTfeYM6cObi5ueHi4gJAo0aNsLCwYPbs2TzxxBO4urqajKY/+eSTJCUlsXz5cvz9/dm7dy8jRoxQtsfGxtKjRw+TudS9e/dm+vTpjBw5kpCQEBYsWAAUJbrjxo3D2dkZgKCgIJYtW8aoUaOwsbHBycmJefPm3fMqYl26dGH//v2MGTMGKysrZs2aBZguNdi1a1fGjx+PwWBg4sSJqFQqBg8ezIIFC4iNjcVoNDJx4sR7avdRpTLe6fONh1jkj3/yko9bVYdRqZYuXcqhQ4cIDQ29qwcqHjf16tUjNTW1qsMQDxnpF6I0j0q/yM/Px8bGpqrDeGSYm5uXOcpcmpiYGLKzsxk+fPhdv8doNBIVFcWbb755jxGKB62036l69erd17Gq5Qj247C084ULF9iyZYtyhzhmzBg0Go2say2EEEJUY1lZWfj5+VV1GOIBq5YJtvoxyDEXLVrErl278PX1pUOHDqU+3SuEEEKIqtO/f/97fo+jo6M8P/UYqJZZm41ZtXw2s1zZ2dnKGpTBwcH861//on379lUclRBCCCGEuBfVMlO1fQRLpa9duxZ/f3/OnTsHwBNPPEHv3r1lSogQQgghRDVTLTPVRzHndHNzw97eXlmDUgghhBBCVE/VMsHOLayYqkVVKT8/n2XLlnHjxg0AevTowdatW0uUdRVCCCGEENVLtZyDrdVXu5UFS1i3bh3Lli3D3NxcWarHysqqiqMSQgghKk5ISAgffvhhVYfxwL366qvUrl0btVqN0WjEwsKCGTNmKOtkf/311/zyyy9YWlqiUqkYMmSI8ozVjRs3iIyM5PTp01hZWWFra8vkyZOpXbvyK3PeybFjx5gwYQKrVq3Cw8MDgDVr1mBvb2/yoGdQUBCTJk2iYcOGJCcns2TJErKzswFo3rw5Y8eONak4eTcyMzMJDQ0lLy+PWrVqERISYnIMg8FAeHg458+fR61W8/bbb1O/fn0SEhKIiorC3NwcS0tLZs6ciZ2dXQVcjbtTLRPs6jpF5Nb1FYcOHYqZmRmDBw+u4qiEEEKIB+NukmuDwVBm+fOK9qDaCwsLw9raGoCffvqJ6Ohopk+fTmxsLPHx8URGRmJpacnVq1eZOnUqzs7ONG7cmKVLl1K3bl2mTZsGwK5du/jggw+IjIz8R/FU5Hnu2LGDJ598ktjYWCXBLoter+e9995jwoQJtG7dGqPRyJIlS1i7dq1SCv5urVixgueee47u3buzfPlytm/fzgsvvKBs/+2338jLy2PJkiUkJSURGRnJwoULWb58OSEhIdSvX5/169ezdetWBg0adM/nfr+qZYJdHee1/O9//2P69OmEhITg7++PtbU1b7zxRlWHJYQQQtyX+Ph4vvvuO6ytrTl+/DjDhw9nz549nDt3jqlTp+Lj40Pfvn3ZsmULSUlJfPrpp+j1ep566inGjh1LUFAQTZo0Qa/XM3LkSBYuXEh2drZSJbBJkyYm7Z07d45PPvkEc3NzVCoVc+bMYe3atTRp0oTevXsDMGTIEJYuXcqOHTvYuXMnBoOBbt26MWDAABYsWIC5uTl5eXlMnTqVefPmcePGDQoKCpg4cSKtWrVi27ZtfPXVV9StWxdnZ2c8PT3p3bs3ixcvJjU1lcLCQt54441yqym3aNGCX375BSgavQ4ODsbS0hIAFxcXXnvtNb7//nvGjBnDgQMH+OKLL5T3duvWrUSZcoBNmzaxd+9edDodo0ePpm7durz33nusXLkSgDFjxvD+++/z888/k5qaytWrV7GysuLf//433t7eFBQUMGzYML744gtWr17N0aNH0ev1vPTSS3Tv3v2O56LX69m7dy+zZ88mNDSU0aNHl9s3Dhw4QP369WndujWAUs/j9oUbfvzxR7Zt22by2tChQ02myx4+fFip4Nm5c2diYmJMEuyUlBSaNWsGQOPGjUlKSkKv12Nvb09mZib169cnNzeX+vXrlxt3RaqWCXZ1HMF2cXGhoKCAa9euVXUoQgghHkFvfne21Nf7eTkT0Kxo3eXF+1I58Xd+iX2aulgzrUtRheRfz2ax+dhVVvUre6RSo9GQlJTE559/zt69e4mOjmbNmjXs2bOHbdu2mSShS5cuZdKkSTRq1Ij58+eTlpYGgLu7O3369OHzzz+nWbNmDBo0iMTERCIjI4mIiDBpLzMzk7feeovmzZuzZs0atm/fjp+fHzExMfTu3ZukpCTq1KlDfn4+e/fuVd4/YcIEunbtCoCdnR1vv/02ycnJ+Pv70717dxISEvjqq69o2bIlUVFRrFy5EktLS0aMGEHz5s2JjY3FycmJqVOnkp2dzZQpU/jPf/5T5rXZs2cPTZs2BSAtLQ13d3eT7R4eHvz3v/8lNTUVd3d3kxLpALa2tibfX758mZ07d7J06VIuX77MF198wdChQ+/Yvl6v55NPPuGXX34hLi4Ob29vDhw4wNNPP82JEydIT08nIiKCwsJCRo8eTZcuXe44dSM+Pp769evTqlUr7OzsOH78OC1atCjz/C9dulRipLv4BuNWAQEBBAQElHms/Px85b0ODg5kZGSYbG/QoAHffvstAwYM4OzZs2RlZZGdnU1gYCBTpkzB3t4ea2vru7oxqEjVM8Gu6gDugtFo5Pvvv6dt27Y88cQTNGrUiG3btpX4pRFCCCGqq0aNGmFubo6TkxMNGjTAzMwMJycn8vNNk/iLFy/SqFEjAGbOnKm87unpCcDp06eVKZPNmjXj0qVLJdqyt7dn5cqVaLVarl69Ss+ePWnZsiUfffQRWq2Wffv28cwzz3DmzBkuXbrE5MmTgaIErTihLx7ptLOzY//+/WzZsoWCggKsrKzIzs7G2toaBwcHAOUG4dSpUxw8eJAjR44AUFhYiFarxdzc3CS+GTNmoFaruXz5Mi1btuTtt98GQKfTYTQaTUZvi7/X6XQYDOUv3HDmzBk8PT1Rq9W4ubkxffp05ZxKU3yenTt3ZuPGjYwdO5Z9+/bRvXt3Tp06xfHjxwkKClJiuXbtGnXr1i31WNu3b6dHjx5A0YIMsbGx5SbYd3ted+P2Qnu3j4L7+vpy5MgRJk2ahJeXF/Xq1cPCwoIlS5bw/vvv06pVK1asWEFMTAwDBgyokJjuKu5Ka6kCmWke/kkicXFxhISE0L17dz799FOg5B2pEEIIUVHKG3EGmNy5Xrn79PJwoJeHw121eevI661fG42mixHcKdm6PUktplKpuHz5MmFhYQAEBgaybNkyXnvtNXx9ffnqq68oKChArVbTunVrDh8+zO+//878+fM5evQoHTp0YOrUqSbH/Omnn5T2vvnmG1xcXJg1axYnTpzgs88+K5EE3/r166+/jr+/f5nXongOdkxMDMnJycp8bHd3d86dO2cyonv27FkaNmyIu7s7Fy9epLCw0GQEOTExUUmSy7uGxfR6vfJ18Xna2tri7OzMxYsXOXHiBG+//Tbnz5/n+eefv6tnwAoKCoiLi+PMmTPExMSg0+nIy8tj3Lhx2NjYcP36dZP9c3JysLW1pUGDBmzdutVkW2FhISkpKTRs2FB57W6miNjY2HDz5k2srKzIyMjA2dnZZP/i6SfF12DXrl3Y2tpy7tw5WrVqBUCbNm3Yvn17uedbkR7+TLUUzlaa8neqAgaDAa1WC0DHjh156623CA4OruKohBBCiKrVoEEDTp06BcDChQu5cOGCyXZPT0/i4+MBOH78OA0aNKBu3bqEh4cTHh5Os2bNyM3Nxc3NjcLCQuLi4pT/b7t27cqvv/6KjY0NDg4ONG3alISEBG7evKk8XFdQUGDSXvGxAHbv3o1Op8Pe3p68vDxyc3MpKCjg8OHDAHh5ebFv3z6gaJpKVFRUmefap08fEhISOHu2aMpO//79TZblvXr1Kps2baJPnz7UqFGDp59+mujoaOX9u3fvJjIy0uQmpUmTJpw8eRK9Xk9GRgazZs3C1taW3NxcjEYjeXl5pKamlhqPn58fX3zxBc2bN0ej0eDl5UVcXBx6vZ7CwkJlELA0+/fvx8fHh9WrVxMVFcWaNWuUFTratGnDnj17uHnzJgBHjx7FzMyMWrVq0bZtW1JSUpTrZjQa+eyzz0okuQEBAcrPuPjf7csVt2/fXjnOnj178PX1NdmelJTEwoULgaIHHovnrzs5OXHx4kVln+Kfd2WpliPYD+MckcuXLzNjxgw6dOjAuHHjUKlUvPXWW1UdlhBCCFHlxo0bR0REBAaDAU9PTxo0aGCyvX///ixcuJBJkyYBKNMXbvXyyy8ze/ZsXFxcGDhwIJGRkXTv3p02bdrw4YcfMnLkSABcXV0ZMGAAQUFBqFQqOnfuXGL+b+/evQkNDWXHjh0MHDiQ3377jV9++YUhQ4YwYcIE3Nzc8PT0RKPR8Oyzz3Lo0CHGjx+PXq9n+PDhZZ6rRqNh7NixhIeHs2TJEnr27El+fj5BQUGYm5ujVqsZN26ccg2CgoJYtmwZo0aNwsbGBicnJ+bNm2cygl63bl169uzJxIkTMRgMjBo1CltbW1q3bk1wcDBubm40bNiw1FHuLl26sGTJEubNmwfAU089hY+PD+PHjweKbggAfv75Z2rUqIGfn5/y3tjYWJMHCgGee+45YmNjmTp1Kn379mXy5MmYmZlhaWnJ7NmzgaIR9AULFhAREcH69etRqVT4+PgoP6N7MWjQIObOncvmzZtxd3dXHsj84IMPmDFjBo0aNUKv1xMYGIiFhQWzZs0CYPLkyYSFhWFubk6NGjV455137rntf0JlvP1znGrgv78l4N3o4VkfEiAvL49+/frRtm1bFixYICXOK1m9evXuePcuHl/SL0RpHpV+cevSr+KfMzc3Z/v27fj4+GBnZ8e0adMYPnx4ufONHxUXLlwgMTFRWZHlcVTa71S9euVPqypNtRzBLjQ8HPcEJ0+e5MaNG7Rp0wZbW1s2bdqEk5NTVYclhBBCiPtw8+ZNpkyZgpWVFU2aNHlskmsoKnjToUOHqg7jkVEtE+yHYXT42rVrDB48GGdnZ3744QcsLCwkuRZCCCGqsd69ez+2I7heXl5VHcIjpVom2FVJr9ej0WhwdnYmKCiIxo0b33PZTyGEEEII8eiqlgl2VSx9UlhYyKJFi0hLSyMiIgKVSsWQIUOqIBIhhBBCCPEwq5bL9FXFDBEzMzPOnDnD+fPnyc7OrvwAhBBCCCFEtVAtR7ArK7/Ozs7myJEj+Pn5oVar+eijj6hZs2ap5T6FEEIIIYSAappgW5s9+BTbaDQycuRILly4QExMDPXr18fFxeWBtyuEEEKI6mvBggWcPn0aOzs7jEYjWq2WsWPHKlUF4+PjWb16NUajEZ1OR8+ePXnllVeU92/cuJFt27ZhY2OjrHndunXrqjqdEgoLC3nppZcYPny4Uno8ISGBmJgY3n//fWW/NWvWYG9vT//+/blx4waRkZGcPn0aKysrbG1tmTx5MrVr39uSy3q9nvDwcM6fPw9ASEhIiRLvP/zwAz/++CMajYZXXnmFZ555hqtXrxIWFoZOp0On0zF+/PgSlTIrWrVMsB9kqfTiUqkqlYrAwEAuXrx432sgCiGEEOLuGQwG1OrKnb16e4n0ivDmm2/SsWNHAJKTk5k5cyZr164lLS2NTz/9lLCwMOrUqYNWq2Xu3LlYWFjQt29ftm3bxuHDh1m2bBkWFhZcunSJt99+m//85z/UrFnzH8VUUdc2Li4OFxcXYmNjlQS7PEuXLqVu3bpMmzYNgF27dvHBBx8QGRl5T23/+uuvqNVqIiMjiYuLY/Xq1cycOVPZnpGRwYYNG4iOjkav1zN+/Hh8fX3ZvHkzfn5+9OnTh6NHjxIVFcVHH310T23fq2qZYD+o8estW7awceNGoqOjsbKyomfPng+oJSGEEKJ6i4+P57vvvsPa2prjx48zfPhw9uzZw7lz55g6dSo+Pj5s2rSJ3bt3YzAY8PX1ZdiwYeTl5REWFkZubi7W1ta8++67bNq0idTUVK5evcpHH33EqlWrOHbsGHq9nv79+9OrVy+Ttq9fv868efO4ceMGBQUFTJw4kWvXrrFv3z5mzJgBFI0kd+3alZo1axIVFYVaraZ27dpMnz6dbdu28fvvv5Obm0twcDBff/01J0+epKCggD59+hAQEMC5c+cIDQ2lZs2atGrVitTUVGbOnElMTAw7d+7EYDDQrVu3cpPMJ554gry8PPR6Pd9//z0vv/wyderUAYqK24wbN44ZM2bQt29fvv32W4KDg5XVydzd3YmOjsbW1tbkmAcPHlSSyB49ejBgwABeffVVVq9ejbW1NcuXL6dhw4bUqVOHjRs3otfr8fHxobCwkGHDhgFFFSQnTpxIcnIymzdvRq1W4+XlxdixY8s8nx07djB06FBWrlzJ5cuXS4wg3y4/P58DBw7wxRdfKK9169ZNKWleLDExkeXLl5u81qlTJwYOHKh8f+jQISU3a9++PeHh4Sb7p6Wl4e7ubnL9Tp48ib29PZmZmQDk5ubi4OBQZswVoVom2Pm6kqVAK8LJkyc5e/Ysp06deqg+jhFCCCHK8+Z3Z0t9vZ+XMwHNHAFYvC+VE3/nl9inqYs107q4AfDr2Sw2H7vKqn4eZban0WhISkri888/Z+/evURHR7NmzRr27NnDtm3b8PHxAeCTTz7BwsKCQYMGMWDAAL755ht8fHx46aWX2Lx5M/Hx8UDRx/+ffPIJhw8f5ty5cyxZsoSbN28yatQounTpYlJhLzMzE39/f7p3705CQgJfffUVISEhLF++HIPBgNFo5OjRo0yZMoXx48fz8ccfU7NmTVasWMGuXbsAuHr1KkuWLEGr1eLs7MyyZcu4fv06gwcPJiAggLVr1zJ8+HA6d+7MnDlzsLKyIi0tjb179xIREQHAhAkT6Nq1a5lTHY4cOYKLiwsajYaLFy/SuXNnk+2urq5kZWWh1+u5cuUK9evXN9l+e3INEBERQUREBDVr1mTWrFm8+OKLd2z//PnzrFu3joyMDObMmcOwYcPIyckhKyuLunXrEhYWRmRkJObm5syZM4fjx4/fscBOXl4eR44cYebMmSQmJhIbG8ugQYPu2DZAamoq7u7uaDSaMs+rWbNmJRLm22VkZGBvbw8U9T+DwaAsnwzg5uamLEahVqs5ffo0GRkZvPzyywQGBrJz506uX79ebjsVoVom2BX14ZFer2f//v34+fkBMHHiRIYNG1bu3ZgQQgghoFGjRpibm+Pk5ESDBg0wMzPDycmJ/PyiJF6j0TBt2jTUajVZWVnk5uZy+vRphg4dCqDMPU5KSlLmxCYmJuLj44NKpcLa2hp3d3eSk5Np2rSp0q6dnR379+9ny5YtFBQUYGVlhaWlJR4eHpw6dQqdToeXlxcFBQVcunSJd999Fyiq1Ojg4ICDgwNNmzZFpVJhYWFBTk4Ob731Fmq1Whnp/Ouvv5RE09fXl4SEBM6cOcOlS5eYPHkyUDQ6m5aWViLBXrVqFRs3biQ7O1sZpYeivMNgKDlIWDxNRafTlTtlJScnB7VarYzChoaGlvkzaty4Mebm5ri6ugJFhfLi4+Pp0qULycnJpKWlKVM3rl+/Tlpa2h0T7D179vD0009jZWVFjx49CAsLKzfB1ul0pZ7z/TAzK5m23nqt7O3teeONNwgJCcHFxQUPDw8sLCzYsGEDzz77LEOGDCEuLo4VK1Ywd+7cConpjrE+0KM/IBU1VWr+/Pls3LiRyMhIunXrho2NTYka9EIIIUR1UN6IM8DkzuU/U9TLw4FeHnf3Efqto5K3fm00GklNTeXbb79l1apV2NjYKFMTgFITLnNz81LbMBqNqNVqQkJCuH79Ov7+/qSnp+Pi4sKsWbM4ceIEn332GQB+fn7s378frVbLM888A4Czs3OJEcuff/5Zae/QoUMkJCSwdOlS9Ho9AcJEHCUAABMBSURBVAEBSrvFydutc5c7dOjA1KlTy7wuxXOwz549y6JFi3BzK/p0oFGjRiQmJtKyZUtl37S0NJydnVGr1bi5uXH27FmTm4mkpCSefPJJk+TSaDSWaPPWRFOv1ytf3/q+zp07ExcXx59//sngwYMBaNKkCYsWLSrzfIrt2LGDy5cvM2rUKAAuXbrEhQsXsLa25vr16yb75uTk4Obmhru7OxcvXqSwsNCkMF9iYqLJg4Z3M0XE2dmZrKwsALRaLRqNpsS8cn9/f/z9/QGYMWMGtWvXZuvWrYwcORKAtm3bsnjx4rs633+iWq6DXVFee+01AgICTDq6EEIIIf653NxcHB0dsbGx4cSJE/z9999otVqaNm3K4cOHAfj+++/5+eefTd7n5eXFwYMHgaIR4uTkZNzc3Pjwww8JDw8nICCA3NxcJWndvXs3Op0OgI4dO3LkyBEOHz5M+/btqVmzJmq1Wll14ttvvyUpKcmkvZycHFxdXTEzM2Pv3r0YDAa0Wi1ubm4kJiYC8L///Q+Apk2bkpCQwM2bNzEajSxZsoSCgoI7XgMPDw+aNGnCli1bAHjhhReIiYkhJSUFKEoSly1bxssvvwxA//79Wb58OTdu3ACKEtg5c+aQm5urHNPOzg6DwcDVq1cxGo2888475OXlUaNGDaVOx5kzZ0qNp2vXrvzxxx+kpqbSpEkTJfktHrVfvXo1V69eLfW9GRkZ/PXXX6xbt46oqCiioqIYNGgQsbGxNG7cmMuXLyvnlZWVxZ9//kmbNm2oUaMGTz/9NNHR0cqxdu/eTWRkpMmNQvEUkVv/3ZpcQ9G8699++w0oetjy9nncer2eyZMnU1hYyJUrV0hPT6dJkybUq1dP+VmePXuWJ554ovQfWAWqpiPY9zeEffz4cRYsWEBYWBj16tXDw8ODsLCwCo5OCCGEEB4eHtSoUYNx48bRokUL+vXrx6effsp7771HaGgocXFxyvSJzZs3K+9r2bIlHh4ejB8/Hr1ez+jRo7G2tjY5du/evQkNDWXHjh0MHDiQ3377jV9++YXevXtTs2ZNLCwslJoV06ZNY+HChZiZmVGrVi1efPFFkwS0Xbt2bNy4kcDAQDp16kSXLl2IiIhg0KBBLFy4kA0bNtCkSRPy8vJwdXVlwIABBAUFoVKp6Ny5c7m1Md544w3Gjh1Lt27dcHNzY9q0aYSFhWEwGNDpdPj7+yuj5r169SIvL4+JEydiY2ODRqNh1qxZODo6mhwzKCiI2bNnYzQa6datG7a2tvTv35/333+fxo0b4+LiUuqnBPXr1yc1NZX27dsDYGVlxfjx4wkODsbMzIymTZvi7OzM2bNn2bt3LyNGjFDeGxsbS48ePUw+qejduzfTp09n5MiRhISEsGDBAqAo0R03bhzOzs5KvMuWLWPUqFHY2Njg5OTEvHnz7jmf69KlC/v372fMmDFYWVkxa9YsAL788ku8vb1p0aIFXbt2Zfz48RgMBiZOnIhKpWLw4MEsWLCA2NhYjEYjEydOvKd274fKWNrnDA+5XX8coan7va9JvWXLFkJCQpg5cyavv/76A4hMVJV69eqRmppa1WGIh4z0C1GaR6Vf5Ofny7TGCmRubo5Wq1W+P3HiBJaWljRu3FhZAaO8+caPCqPRSFRUFG+++WZVh1KpSvudut+lmqvlCLaF5u7veA4fPkzz5s0xNzenT58+NG7cmKeeeuoBRieEEEKI6s7c3JxFixYpo+HFDyo+DrKyspQFIMT9qZYJttVdJtg//vgjM2bMYMKECYwZMwaVSiXJtRBCCCHK1aRJkxIP3T0uHB0dS0xLEfemWj7keLdTdvz8/OjYsSO+vr4PNiAhhBBCCCH+v2qZYBfoS582npmZSXBwMH/88QdQ9KTtqlWr8Pb2rszwhBBCiAeuGj5CJcRDrSJ/p6rlFBH9HdYrT0lJ4aeffkKr1dKhQ4fKDUoIIYSoRGq1Gp1OV2rxDSHEvdHpdCXW1P4nquVv5a2nn56ejlqtxsXFhaeeeoro6GilPKsQQgjxqLKysuLmzZsUFBTc9/K14v9YW1sr60+Lx0txMSMrK6sKO2alJNgbN27k2LFjFBYWMnr0aBo3bqxsO336NGvXrkWr1dK+fXtlsfWyFP8dSUpKYvDgwfj6+ipVeW5fdFwIIYR4FBWXEhcV41FZvlE8HB74HOxjx46RlJTE3LlzGTduHGvXrjXZvnTpUoKCgggNDSU+Pp60tLRyj1l8n96wYUN8fHzo1KmTzEUTQgghhBAPhQeeYB8/flwZVa5fvz4ZGRlKWdErV65ga2uLi4sLarWaNm3acOTIkXKP+cPWGKBo/tnSpUt55ZVX5OMxIYQQQgjxUHjgCXZmZiZ2dnbK93Z2dmRnZyvbatasqWyzt7cnKyur3GNu3viVUm1JEmshhBBCCPEweeBzsMt6uvn2bXc7zePUqZP/KCbxaLrfcqbi0Sb9QpRG+oUojfQLUVEe+Ai2o6MjOTk5yvc5OTk4ODiUui0rKwsnJ6cHHZIQQgghhBAPzANPsH18fPjzzz8BOHfuHLVr18bCwgIAZ2dn9Ho9V69exWAwcPDgQVq3bv2gQxJCCCGEEOKBURkrYfmN9evXc/ToUdRqNYGBgZw7dw4bGxvat2/PiRMnWLNmDSqVCj8/P1588cUHHY4QQgghhBAPTKUk2EIIIYQQQjwuHvgUESGEEEIIIR4nkmALIYQQQghRgSqlVPr9qugS66L6K6tPnDhxgi+//BKVSoWrqytvvfUWarXcQz4OyuoXxb788ktOnz7NnDlzKj9AUSXK6hfXrl1jyZIlFBYW0qBBA0aPHl2FkYrKVFa/+Pnnn9m7dy9qtZqGDRsyYsQIqbfxGLl48SIfffQRAQEBPPfccybb7jXvfGizjwdRYl1Ub+X1iZUrVzJlyhTmzp1LYWEhhw4dqqJIRWUqr18AJCcnc/KkrJ//OCmvX3z11Ve88sorzJ8/H7Vazd9//11FkYrKVFa/yM/PZ8uWLXzwwQfMnTuXlJQUzpw5U4XRisp08+ZNVq9ezVNPPVXq9nvNOx/aBPtBlFgX1VtZfQJg/vz5yjrqdnZ23Lhxo0riFJWrvH4BsG7dOl577bWqCE9UkfL6xfnz52nRogUAo0aNolatWlUSp6hcZfULMzMzzMzMuHHjBnq9noKCAmxtbasyXFGJzM3Neeedd3B0dCyx7X7yzoc2wX4QJdZF9VZWnwCoUaOGst/Ro0fx9vau9BhF5SuvX+zatYsWLVrg4uJSFeGJKlJWv7h+/TpWVlasWbOG9957jy+//PKuKwmL6q2sfmFhYcHLL7/MpEmTmDBhAk2bNpXKjo8RjUaj1Gm53f3knQ9tgv0gSqyL6q2sPlEsOzubBQsWMGLECJNfBvHoKqtf5OXlsXfvXgICAioxIvEwKKtfaLVakpOTCQgIYPbs2Zw/f56DBw9WYnSiqpTVL4qniCxevJiIiAiSkpI4f/58JUYnHlb3k3c+tAm2lFgXtyurT0DRH8f58+fz73//WyqCPkbK6hfHjh0jMzOT2bNns2jRIs6fP8+aNWuqKFJRmcrqF3Z2dtSuXZtatWqh0Who2bIlycnJVRWqqERl9YuUlBRcXV2xs7PD3NycZs2aSYItgPvLOx/aBFtKrIvbldUnANauXcvzzz9PmzZtqipEUQXK6he+vr588sknfPjhh0ydOpWGDRsyfPjwKoxWVJay+oVarcbFxYUrV64AcPbsWZkK8Jgoq1/UqlWL1NRUtFotABcuXKBOnTpVFqt4eNxP3vlQV3KUEuvidnfqE97e3owYMYKmTZsq+3bp0oWePXtWYbSispT1t6JYeno6y5Ytk2X6HiNl9Yu0tDRWrVpFQUEB7u7ujB49WpZje0yU1S9+/fVXdu7ciUajoVmzZgwZMqSqwxWV5Ny5c6xdu5a///4bjUaDk5MT7dq1o3bt2veVdz7UCbYQQgghhBDVzUM7RUQIIYQQQojqSBJsIYQQQgghKpAk2EIIIYQQQlQgSbCFEEIIIYSoQJJgCyGEEEIIUYHKL40nhBCPqYEDB+Lq6opGo1Feq1WrFiEhIXd8T3p6OhMnTmTDhg3/uP3jx48zb948XF1dAdDr9bi6ujJq1Kj7Xp/3gw8+YPDgwTRq1Ijt27crS1ne+vo/dft10+v1eHl5MXLkSKysrMp875kzZ7CwsODJJ5/8x3EIIURVkQRbCCHKMGfOHJydnausfRcXF8LDw5Xvv//+eyIiIggNDb2v482ePRsAg8HA+vXrlQS7+PWKcut102q1LF68mK+//prBgweX+b6dO3fi6ekpCbYQolqTBFsIIe5DWloay5cvJzs7G4PBwMCBA+nSpYvJPhkZGURGRpKZmYlOp6NTp0689tprGI1GvvnmG/bt24fRaKRVq1YMHToUM7Py/yT36tWL9evXk5+fj5WVFRs3buT3338HoFmzZsoocVxcHF9//TUGgwGNRsOIESNo0aIF48aNY8KECWzcuJH8/HyCgoKYOXMm77//PhMmTODzzz+nX79+dOjQAYD//e9/bNmyhQ8//JADBw6wYcMGdDodrq6uBAYGKmWmy2Jubk7r1q05ePAgAIWFhaxYsYKkpCR0Oh0dOnRg6NCh/Prrr+zZs4f4+HhycnIICAi47+skhBBVSeZgCyHEfVi7di3e3t6Eh4czduxYVqxYgU6nM9nnxx9/xMvLi8WLF7No0SLS09PJzMzkjz/+4I8//mD+/Pl8/PHHpKens3379rtq12AwoFKp0Gg0xMXFkZCQwMKFC1m8eDHXr1/nhx9+ACAqKorg4GAWL17MqFGjOHDggMlxAgMDUavVhIeHU7t2beX1Dh06KKWkoSjB7tixIxkZGSxdupQpU6YQHh6Op6cn0dHRdxXz9evX2bdvn1Jpddu2beTm5rJ48WLCwsLYtWsXp06dolevXnh4eDBo0CBefPHFf3SdhBCiKskwgBBClGHOnDkmc7A9PT0ZO3YsU6dOpbgQrqenJ1qtlqysLJP3Ojo68vvvv9OyZUuaNm3KpEmTADhw4ABdunTB2toagO7du/PLL7/w3HPPlRmLwWDgu+++w9vbG0tLSw4ePEjnzp2xtLQEwM/Pj59++okBAwbg6OjItm3b6NmzJ56ennh6et7V+Xbs2JGZM2diMBgwGo0cOnSIV199lYSEBJo2bUq9evWAopH0UaNGYTQaSy0xXnzddDodeXl5vPDCC/Tt2xeAgIAAevXqhVqtxtbWFnd3d65cuVIixvu9TkIIUdUkwRZCiDLcaQ72wYMHiYmJIS8vD5VKhdFoxGAwmOzzwgsvYDAYiIqKIjMzk+eee45XXnmF7Oxsjhw5ws6dO4GihwDvNNXi6tWrBAUFAWA0GvHw8GDcuHEA5OTkULNmTWVfW1tbcnJyAAgODmbz5s288847ODk5MXLkSLy8vMo9X1dXV5ydnUlMTESv11OvXj1cXFzIycnh1KlTSiwANjY25ObmYmdnd8frlpOTw6RJk+jSpYtyo5KcnMy6detIS0tDpVJx7do1nn322RLHuJfrJIQQDxNJsIUQ4h4VP7Q3efJk2rVrh06nY9CgQSX2U6vV9OnThz59+pCWlkZoaCienp44ODjg4+PDCy+8UG5btz/keCs7Oztyc3OV73Nzc7G3t1feFxgYiMFgYP/+/Xz66acsX778rs7P19eXAwcOoNVq6dixIwAODg60bNmSqVOn3tUxbo3x+eefZ/369UyfPh2A//znPzRu3JgZM2agVqt59913S33vvVwnIYR4mMgcbCGEuEeFhYVotVo8PDwwGAx8//33mJmZcfPmTZP9Vq5cyZEjRwCoXbs29vb2GI1G2rVrx969e5X9t23bxp49e+45jrZt27Jv3z4KCwsxGAzs2rWLNm3akJ2dzdy5c8nPz0etVtOoUSNlOksxMzMzjEYjN27cKHFcX19fjh49yqFDh/D19QWgVatWnDx5krS0NADOnj3LmjVr7irOf/3rXyQmJnLixAmgaE52w4YNUavVxMfHk5aWpsSh0WjIz88HqLDrJIQQlU1GsIUQ4h7VqFGDvn378vbbb+Pg4MDAgQNp3749YWFhBAcHK/v5+/uzatUq5WHAdu3a0bJlS6BomkRwcDAGg4G6desSGBh4z3H4+vry119/MW3aNACeeuopnn/+eSwsLPD29uadd95BrVZjYWHBW2+9ZfJeBwcHPD09GT9+vDKyXKxevXoYjUYcHR1xcnICwMnJicDAQD7++GO0Wi2WlpaMHDnyruK0tramX79+rFu3jvnz5/PSSy8RHR3Npk2b6NixIwMGDGDjxo00btyY9u3bs379etLT0xkyZEiFXCchhKhsKuPtwxpCCCGEEEKI+yZTRIQQQgghhKhAkmALIYQQQghRgSTBFkIIIYQQogJJgi2EEEIIIUQFkgRbCCGEEEKICiQJthBCCCGEEBVIEmwhhBBCCCEqkCTYQgghhBBCVCBJsIUQQgghhKhA/w8YyxSmTUHQXgAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f66106c6550>"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from yellowbrick.classifier import ROCAUC\n",
+    "\n",
+    "visualizer=ROCAUC(rf,classes=['stayed','quit'])\n",
+    "visualizer.fit(x_train,y_train)\n",
+    "visualizer.score(x_test,y_test)\n",
+    "visualizer.poof()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f6611759780>"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from yellowbrick.classifier import ROCAUC\n",
+    "\n",
+    "visualizer=ROCAUC(dt,classes=['stayed','quit'])\n",
+    "visualizer.fit(x_train,y_train)\n",
+    "visualizer.score(x_test,y_test)\n",
+    "visualizer.poof()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    " "
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Predict_Employee_Turnover_with_scikitlearn/README.md b/Predict_Employee_Turnover_with_scikitlearn/README.md
new file mode 100644
index 0000000..be5ce8d
--- /dev/null
+++ b/Predict_Employee_Turnover_with_scikitlearn/README.md
@@ -0,0 +1,40 @@
+# Predict-Employee-Turnover-with-scikit-learn
+
+##### project on Predict Employee Churn with Decision Trees and Random Forests is divided into the following tasks:
+### Task 1:Import Libraries
+    Imported essential modules and helper functions from NumPy, Matplotlib, and scikit-learn.
+
+### Task 2: Exploratory Data Analysis
+    Loaded the employee dataset using pandas
+    Explored the data visually by graphing various features against the target with Matplotlib.
+
+### Task 3: Encode Categorical Features
+    The dataset contains two categorical variables: Department and Salary.
+    Created dummy encoded variables for both categorical variables.
+
+### Task 4: Visualize Class Imbalance
+    Used Yellowbrick's Class Balance visualizer and created a frequency plot of both classes.
+    The presence or absence of a class balance problem  informed sampling strategory 
+    while creating training and validation sets.
+
+### Task 5: Create Training and Validation Sets
+    Split the data into a 80/20 training/validation split.
+    Used a stratified sampling strategy
+
+### Tasks 6 & 7: Build a Decision Tree Classifier with Interactive Controls
+    Used the interact function to automatically create UI controls for function arguments.
+    Build and trained a decision tree classifier with scikit-learn.
+    Calculated the training and validation accuracies.
+    Displayed the fitted decision tree graphically.
+
+### Task 8: Build a Random Forest Classifier with Interactive Controls
+    Used the interact function again to automatically create UI controls for function arguments.
+    To overcome the variance problem associated with decision trees, build and trained a random 
+    forests classifier with scikit-learn.
+    Calculated the training and validation accuracies.
+    Displayed a fitted tree graphically.
+
+### Task 9: Feature Importance Plots and Evaluation Metrics
+    Many model forms describe the underlying impact of features relative to each other.
+    Decision Tree models and Random Forest in scikit-learn, feature_importances_ attribute when fitted.
+    Utilized this attribute to rank and plot the features.
diff --git a/Predict_Employee_Turnover_with_scikitlearn/employee_data.csv b/Predict_Employee_Turnover_with_scikitlearn/employee_data.csv
new file mode 100644
index 0000000..96f00af
--- /dev/null
+++ b/Predict_Employee_Turnover_with_scikitlearn/employee_data.csv
@@ -0,0 +1,11583 @@
+satisfaction_level,last_evaluation,number_project,average_montly_hours,time_spend_company,Work_accident,quit,promotion_last_5years,department,salary
+0.38,0.53,2,157,3,0,1,0,sales,low
+0.8,0.86,5,262,6,0,1,0,sales,medium
+0.11,0.88,7,272,4,0,1,0,sales,medium
+0.72,0.87,5,223,5,0,1,0,sales,low
+0.37,0.52,2,159,3,0,1,0,sales,low
+0.41,0.5,2,153,3,0,1,0,sales,low
+0.1,0.77,6,247,4,0,1,0,sales,low
+0.92,0.85,5,259,5,0,1,0,sales,low
+0.89,1,5,224,5,0,1,0,sales,low
+0.42,0.53,2,142,3,0,1,0,sales,low
+0.45,0.54,2,135,3,0,1,0,sales,low
+0.11,0.81,6,305,4,0,1,0,sales,low
+0.84,0.92,4,234,5,0,1,0,sales,low
+0.41,0.55,2,148,3,0,1,0,sales,low
+0.36,0.56,2,137,3,0,1,0,sales,low
+0.38,0.54,2,143,3,0,1,0,sales,low
+0.45,0.47,2,160,3,0,1,0,sales,low
+0.78,0.99,4,255,6,0,1,0,sales,low
+0.45,0.51,2,160,3,1,1,1,sales,low
+0.76,0.89,5,262,5,0,1,0,sales,low
+0.11,0.83,6,282,4,0,1,0,sales,low
+0.38,0.55,2,147,3,0,1,0,sales,low
+0.09,0.95,6,304,4,0,1,0,sales,low
+0.46,0.57,2,139,3,0,1,0,sales,low
+0.4,0.53,2,158,3,0,1,0,sales,low
+0.89,0.92,5,242,5,0,1,0,sales,low
+0.82,0.87,4,239,5,0,1,0,sales,low
+0.4,0.49,2,135,3,0,1,0,sales,low
+0.41,0.46,2,128,3,0,1,0,accounting,low
+0.38,0.5,2,132,3,0,1,0,accounting,low
+0.09,0.62,6,294,4,0,1,0,accounting,low
+0.45,0.57,2,134,3,0,1,0,hr,low
+0.4,0.51,2,145,3,0,1,0,hr,low
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diff --git a/Predict_Employee_Turnover_with_scikitlearn/partition-feature-space.png b/Predict_Employee_Turnover_with_scikitlearn/partition-feature-space.png
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diff --git a/Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py b/Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py
new file mode 100644
index 0000000..e69de29

From 44f2c8f673ff8d38ccb6253d5c6f7ca8303f2071 Mon Sep 17 00:00:00 2001
From: Priyanshu Yashwant Deshmukh
 <69320370+priyansh4320@users.noreply.github.com>
Date: Sun, 13 Aug 2023 18:03:56 +0000
Subject: [PATCH 2/2] new commit

---
 .../Learner_Notebook3.ipynb                   |  5292 -------
 .../README.md                                 |    40 -
 .../employee_data.csv                         | 11583 ----------------
 .../partition-feature-space.png               |   Bin 60217 -> 0 bytes
 .../showcase _on_streamlit/app.py             |     2 +
 5 files changed, 2 insertions(+), 16915 deletions(-)
 delete mode 100644 Predict Employee Turnover with scikitlearn/Learner_Notebook3.ipynb
 delete mode 100644 Predict Employee Turnover with scikitlearn/README.md
 delete mode 100644 Predict Employee Turnover with scikitlearn/employee_data.csv
 delete mode 100644 Predict Employee Turnover with scikitlearn/partition-feature-space.png

diff --git a/Predict Employee Turnover with scikitlearn/Learner_Notebook3.ipynb b/Predict Employee Turnover with scikitlearn/Learner_Notebook3.ipynb
deleted file mode 100644
index 9c21bde..0000000
--- a/Predict Employee Turnover with scikitlearn/Learner_Notebook3.ipynb	
+++ /dev/null
@@ -1,5292 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "<img src=\"https://rhyme.com/assets/img/logo-dark.png\" align=center></img>\n",
-    "<h2 align=\"center\">Predict Employee Churn with Decision Trees and Random Forests</h2>"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 1: Import Libraries\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from __future__ import print_function\n",
-    "%matplotlib inline\n",
-    "import os\n",
-    "import warnings\n",
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import matplotlib.image as image\n",
-    "import pandas as pd\n",
-    "import pandas_profiling\n",
-    "plt.style.use(\"ggplot\")\n",
-    "warnings.simplefilter(\"ignore\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "plt.rcParams['figure.figsize'] = (12,8)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 2: Exploratory Data Analysis\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "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>satisfaction_level</th>\n",
-       "      <th>last_evaluation</th>\n",
-       "      <th>number_project</th>\n",
-       "      <th>average_montly_hours</th>\n",
-       "      <th>time_spend_company</th>\n",
-       "      <th>Work_accident</th>\n",
-       "      <th>quit</th>\n",
-       "      <th>promotion_last_5years</th>\n",
-       "      <th>department</th>\n",
-       "      <th>salary</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0.38</td>\n",
-       "      <td>0.53</td>\n",
-       "      <td>2</td>\n",
-       "      <td>157</td>\n",
-       "      <td>3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>low</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0.80</td>\n",
-       "      <td>0.86</td>\n",
-       "      <td>5</td>\n",
-       "      <td>262</td>\n",
-       "      <td>6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>medium</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0.11</td>\n",
-       "      <td>0.88</td>\n",
-       "      <td>7</td>\n",
-       "      <td>272</td>\n",
-       "      <td>4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>medium</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0.72</td>\n",
-       "      <td>0.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>223</td>\n",
-       "      <td>5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>low</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0.37</td>\n",
-       "      <td>0.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>159</td>\n",
-       "      <td>3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>low</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   satisfaction_level  last_evaluation  number_project  average_montly_hours  \\\n",
-       "0                0.38             0.53               2                   157   \n",
-       "1                0.80             0.86               5                   262   \n",
-       "2                0.11             0.88               7                   272   \n",
-       "3                0.72             0.87               5                   223   \n",
-       "4                0.37             0.52               2                   159   \n",
-       "\n",
-       "   time_spend_company  Work_accident  quit  promotion_last_5years department  \\\n",
-       "0                   3              0     1                      0      sales   \n",
-       "1                   6              0     1                      0      sales   \n",
-       "2                   4              0     1                      0      sales   \n",
-       "3                   5              0     1                      0      sales   \n",
-       "4                   3              0     1                      0      sales   \n",
-       "\n",
-       "   salary  \n",
-       "0     low  \n",
-       "1  medium  \n",
-       "2  medium  \n",
-       "3     low  \n",
-       "4     low  "
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "hr=pd.read_csv('data/employee_data.csv')\n",
-    "hr.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "                <iframe\n",
-       "                    width=\"100%\"\n",
-       "                    height=\"800px\"\n",
-       "                    srcdoc=\"&lt;!doctype html&gt;\n",
-       "&lt;html lang=&quot;en&quot;&gt;\n",
-       "&lt;head&gt;\n",
-       "    &lt;meta charset=&quot;utf-8&quot;&gt;\n",
-       "    &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width, initial-scale=1, shrink-to-fit=no&quot;&gt;\n",
-       "    &lt;meta name=&quot;description&quot; content=&quot;Profile report generated with the `pandas-profiling` Python package&quot;&gt;\n",
-       "    &lt;meta name=&quot;author&quot; content=&quot;Jos Polfliet, Simon Brugman and the open source community.&quot;&gt;\n",
-       "    &lt;meta name=&quot;generator&quot; content=&quot;Pandas Profiling 2.3.0&quot; /&gt;\n",
-       "    &lt;meta name=&quot;url&quot; content=&quot;https://github.com/pandas-profiling/pandas-profiling&quot;&gt;\n",
-       "\n",
-       "    &lt;title&gt;DATA REPORT&lt;/title&gt;\n",
-       "\n",
-       "&lt;style&gt;\n",
-       "/*!\n",
-       " * Bootstrap v3.3.7 (http://getbootstrap.com)\n",
-       " * Copyright 2011-2016 Twitter, Inc.\n",
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-       "/*# sourceMappingURL=bootstrap-theme.min.css.map */&lt;/style&gt;\n",
-       "&lt;style&gt;\n",
-       "body {\n",
-       "  padding-top: 80px;\n",
-       "}\n",
-       ".content .container-fluid{\n",
-       "    margin-left: 20px !important;\n",
-       "    margin-right: 20px !important;\n",
-       "    margin-bottom: 20px;\n",
-       "}\n",
-       "\n",
-       ".page-header{\n",
-       "    border:0 !important;\n",
-       "}\n",
-       "\n",
-       ".row.variable {\n",
-       "    border: 1px solid #e1e1e8;\n",
-       "    border-top: hidden;\n",
-       "    padding: 2em 1em;\n",
-       "}\n",
-       "\n",
-       ".row.header {\n",
-       "    border-bottom: 1px solid #e1e1e8;\n",
-       "    /*background-color: #f5f5f5;*/\n",
-       "    padding-left: 2em;\n",
-       "}\n",
-       "\n",
-       "\n",
-       ".dl-horizontal dt {\n",
-       "    text-align: left;\n",
-       "    padding-right: 1em;\n",
-       "    white-space: normal;\n",
-       "}\n",
-       "\n",
-       ".dl-horizontal dd {\n",
-       "    margin-left: 0;\n",
-       "}\n",
-       "\n",
-       "\n",
-       ".col-md-12 {\n",
-       "    padding-left: 2em;\n",
-       "}\n",
-       "\n",
-       ".indent {\n",
-       "    margin-left: 1em;\n",
-       "}\n",
-       "\n",
-       ".center-img {\n",
-       "    margin-left: auto !important;\n",
-       "    margin-right: auto !important;\n",
-       "    display: block;\n",
-       "}\n",
-       "\n",
-       "/* Table example_values */\n",
-       "table.example_values {\n",
-       "    border: 0;\n",
-       "}\n",
-       "\n",
-       ".example_values th {\n",
-       "    border: 0;\n",
-       "    padding: 0;\n",
-       "    color: #555;\n",
-       "    font-weight: 600;\n",
-       "}\n",
-       "\n",
-       ".example_values tr, .example_values td {\n",
-       "    border: 0;\n",
-       "    padding: 0;\n",
-       "    color: #555;\n",
-       "}\n",
-       "\n",
-       "/* STATS */\n",
-       "table.stats {\n",
-       "    border: 0;\n",
-       "}\n",
-       "\n",
-       ".stats th {\n",
-       "    border: 0;\n",
-       "    padding: 0 2em 0 0;\n",
-       "    color: #555;\n",
-       "    font-weight: 600;\n",
-       "}\n",
-       "\n",
-       ".stats tr {\n",
-       "    border: 0;\n",
-       "}\n",
-       "\n",
-       ".stats td {\n",
-       "    color: #555;\n",
-       "    padding: 1px;\n",
-       "    border: 0;\n",
-       "}\n",
-       "\n",
-       "\n",
-       "/* Sample table */\n",
-       "table.sample {\n",
-       "    border: 0;\n",
-       "    margin-bottom: 2em;\n",
-       "    margin-left: 1em;\n",
-       "}\n",
-       "\n",
-       ".sample tr {\n",
-       "    border: 0;\n",
-       "}\n",
-       "\n",
-       ".sample td, .sample th {\n",
-       "    padding: 0.5em;\n",
-       "    white-space: nowrap;\n",
-       "    border: none;\n",
-       "\n",
-       "}\n",
-       "\n",
-       ".sample thead {\n",
-       "    border-top: 0;\n",
-       "    border-bottom: 2px solid #ddd;\n",
-       "}\n",
-       "\n",
-       ".sample td {\n",
-       "    width: 100%;\n",
-       "}\n",
-       "\n",
-       "\n",
-       "/* There is no good solution available to make the divs equal height and then center ... */\n",
-       ".histogram {\n",
-       "    margin-top: 3em;\n",
-       "}\n",
-       "\n",
-       "/* Freq table */\n",
-       "table.freq {\n",
-       "    margin-bottom: 2em;\n",
-       "    border: 0;\n",
-       "}\n",
-       "\n",
-       "table.freq th, table.freq tr, table.freq td {\n",
-       "    border: 0;\n",
-       "    padding: 0;\n",
-       "}\n",
-       "\n",
-       ".freq thead {\n",
-       "    font-weight: 600;\n",
-       "    white-space: nowrap;\n",
-       "    overflow: hidden;\n",
-       "    text-overflow: ellipsis;\n",
-       "\n",
-       "}\n",
-       "\n",
-       "td.fillremaining {\n",
-       "    width: auto;\n",
-       "    max-width: none;\n",
-       "\n",
-       "    white-space: nowrap;\n",
-       "    overflow: hidden;\n",
-       "    text-overflow: ellipsis;\n",
-       "}\n",
-       "\n",
-       "td.number, th.number {\n",
-       "    text-align: right;\n",
-       "}\n",
-       "\n",
-       "/* Freq mini */\n",
-       ".freq.mini td {\n",
-       "    width: 50%;\n",
-       "    padding: 1px;\n",
-       "    font-size: 12px;\n",
-       "\n",
-       "}\n",
-       "\n",
-       "table.freq.mini {\n",
-       "    width: 100%;\n",
-       "}\n",
-       "\n",
-       ".freq.mini th {\n",
-       "    overflow: hidden;\n",
-       "    text-overflow: ellipsis;\n",
-       "    white-space: nowrap;\n",
-       "    max-width: 5em;\n",
-       "    font-weight: 400;\n",
-       "    text-align: right;\n",
-       "    padding-right: 0.5em;\n",
-       "}\n",
-       "\n",
-       "/* Message classes */\n",
-       ".missing {\n",
-       "    color: #a94442;\n",
-       "}\n",
-       "\n",
-       ".alert, .alert &gt; th, .alert &gt; td {\n",
-       "    color: #a94442;\n",
-       "}\n",
-       "\n",
-       ".ignore {\n",
-       "    opacity: 0.4;\n",
-       "}\n",
-       "\n",
-       "/* Bars in tables */\n",
-       ".freq.table{\n",
-       "    table-layout: fixed;\n",
-       "}\n",
-       "\n",
-       ".freq td.number{\n",
-       "    width: 100px;\n",
-       "}\n",
-       ".freq td.bartd, .frequency-percentage{\n",
-       "    width:200px;\n",
-       "}\n",
-       "\n",
-       ".freq .bar {\n",
-       "    float: left;\n",
-       "    width: 0;\n",
-       "    height: 100%;\n",
-       "    line-height: 20px;\n",
-       "    color: #fff;\n",
-       "    text-align: center;\n",
-       "    background-color: #337ab7;\n",
-       "    border-radius: 3px;\n",
-       "    margin-right: 4px;\n",
-       "}\n",
-       "\n",
-       ".other .bar {\n",
-       "    background-color: #999;\n",
-       "}\n",
-       "\n",
-       ".missing .bar {\n",
-       "    background-color: #a94442;\n",
-       "}\n",
-       "\n",
-       ".tooltip-inner {\n",
-       "    width: 100%;\n",
-       "    white-space: nowrap;\n",
-       "    text-align: left;\n",
-       "}\n",
-       "\n",
-       ".extrapadding {\n",
-       "    padding: 2em;\n",
-       "}\n",
-       "\n",
-       ".variable .h4 {\n",
-       "    text-overflow: ellipsis;\n",
-       "    display:inline-block;\n",
-       "    width: calc(90%); /* The trick is here! */\n",
-       "    overflow:hidden;\n",
-       "}\n",
-       "\n",
-       ".variable.ignore .h4{\n",
-       "    text-decoration: line-through;\n",
-       "}\n",
-       "\n",
-       ".table-responsive{\n",
-       "    overflow:scroll;\n",
-       "    width: 100%;\n",
-       "    overflow-y: hidden;\n",
-       "}\n",
-       ".img-responsive{\n",
-       "    max-width: 99%;\n",
-       "}\n",
-       ".footer-text{\n",
-       "    padding:20px;\n",
-       "}\n",
-       "\n",
-       "table.list-warnings td{\n",
-       "    padding-right:10px;\n",
-       "}\n",
-       "\n",
-       "a.anchor-pos {\n",
-       "    display: block;\n",
-       "    position: relative;\n",
-       "    top: -70px;\n",
-       "    visibility: hidden;\n",
-       "}\n",
-       "\n",
-       "a.anchor-pos-variable{\n",
-       "    /*top: -70px;*/\n",
-       "}\n",
-       "\n",
-       "#sample-container{\n",
-       "    overflow: auto;\n",
-       "    width: 100%;\n",
-       "    overflow-y: hidden;\n",
-       "}\n",
-       "\n",
-       "#overview-content td, #overview-content th{\n",
-       "    border-top: 0;\n",
-       "    line-height: 1;\n",
-       "}&lt;/style&gt;&lt;/head&gt;\n",
-       "\n",
-       "&lt;body&gt;\n",
-       "&lt;a class=&quot;anchor-pos&quot; id=&quot;top&quot;&gt;&lt;/a&gt;\n",
-       "&lt;nav class=&quot;navbar navbar-default navbar-fixed-top&quot;&gt;\n",
-       "    &lt;div class=&quot;container-fluid&quot;&gt;\n",
-       "        &lt;div class=&quot;navbar-header&quot;&gt;\n",
-       "            &lt;button type=&quot;button&quot; class=&quot;navbar-toggle collapsed&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#navbar&quot;\n",
-       "                    aria-expanded=&quot;false&quot; aria-controls=&quot;navbar&quot;&gt;\n",
-       "                &lt;span class=&quot;sr-only&quot;&gt;Toggle navigation&lt;/span&gt;\n",
-       "                &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n",
-       "                &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n",
-       "                &lt;span class=&quot;icon-bar&quot;&gt;&lt;/span&gt;\n",
-       "            &lt;/button&gt;\n",
-       "\n",
-       "            &lt;a class=&quot;navbar-brand anchor&quot; href=&quot;#top&quot;&gt;DATA REPORT&lt;/a&gt;\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div id=&quot;navbar&quot; class=&quot;navbar-collapse collapse&quot;&gt;\n",
-       "            &lt;ul class=&quot;nav navbar-nav navbar-right&quot;&gt;\n",
-       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#overview&quot;&gt;Overview&lt;/a&gt;&lt;/li&gt;\n",
-       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#variables&quot;&gt;Variables&lt;/a&gt;&lt;/li&gt;\n",
-       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#correlations&quot;&gt;Correlations&lt;/a&gt;&lt;/li&gt;\n",
-       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#missing&quot;&gt;Missing values&lt;/a&gt;&lt;/li&gt;\n",
-       "                &lt;li&gt;&lt;a class=&quot;anchor&quot; href=&quot;#sample&quot;&gt;Sample&lt;/a&gt;&lt;/li&gt;\n",
-       "            &lt;/ul&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/nav&gt;    &lt;div class=&quot;content&quot;&gt;\n",
-       "    &lt;div class=&quot;container&quot;&gt;\n",
-       "    &lt;div class=&quot;row header&quot;&gt;\n",
-       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;overview&quot;&gt;&lt;/a&gt;\n",
-       "        &lt;h1 class=&quot;page-header&quot;&gt;Overview&lt;/h1&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div id=&quot;overview-content&quot; class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-5&quot;&gt;\n",
-       "        &lt;p class=&quot;h2&quot;&gt;Dataset info&lt;/p&gt;\n",
-       "        &lt;table class=&quot;table table-condensed stats&quot;&gt;\n",
-       "            &lt;tbody&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Number of variables&lt;/th&gt;\n",
-       "                &lt;td&gt;10 &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Number of observations&lt;/th&gt;\n",
-       "                &lt;td&gt;14999 &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Missing cells&lt;/th&gt;\n",
-       "                &lt;td&gt;0  (0.0%)&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "             &lt;tr&gt;\n",
-       "                &lt;th&gt;Duplicate rows&lt;/th&gt;\n",
-       "                &lt;td&gt;3008 (20.1%)&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Total size in memory&lt;/th&gt;\n",
-       "                &lt;td&gt;1.1 MiB &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Average record size in memory&lt;/th&gt;\n",
-       "                &lt;td&gt;80.0 B &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;/tbody&gt;\n",
-       "        &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div class=&quot;col-sm-6 col-sm-offset-1&quot;&gt;\n",
-       "        &lt;p class=&quot;h2&quot;&gt;Variables types&lt;/p&gt;\n",
-       "        &lt;table class=&quot;table table-condensed stats&quot;&gt;\n",
-       "            &lt;tbody&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Numeric&lt;/th&gt;\n",
-       "                &lt;td&gt;5&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Categorical&lt;/th&gt;\n",
-       "                &lt;td&gt;2&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Boolean&lt;/th&gt;\n",
-       "                &lt;td&gt;3&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Date&lt;/th&gt;\n",
-       "                &lt;td&gt;0&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;URL&lt;/th&gt;\n",
-       "                &lt;td&gt;0&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Text (Unique)&lt;/th&gt;\n",
-       "                &lt;td&gt;0&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Rejected&lt;/th&gt;\n",
-       "                &lt;td&gt;0&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Unsupported&lt;/th&gt;\n",
-       "                &lt;td&gt;0&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;/tbody&gt;\n",
-       "        &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;div class=&quot;col-sm-12&quot; style=&quot;padding-left: 1em;&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Warnings&lt;/p&gt;\n",
-       "    &lt;table class=&quot;table table-condensed list-warnings&quot;&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    Dataset has 3008 (20.1%) duplicate rows\n",
-       "                &lt;/td&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;span class=&quot;label label-warning&quot;&gt;Warning&lt;/span&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row header&quot;&gt;\n",
-       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;variables&quot;&gt;&lt;/a&gt;\n",
-       "        &lt;h1 class=&quot;page-header&quot;&gt;Variables&lt;/h1&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_average_montly_hours&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;average_montly_hours&quot;&gt;average_montly_hours&lt;br/&gt;\n",
-       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;215&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;1.4%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
-       "                    &lt;td&gt;201.0503367&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "                    &lt;td&gt;96&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "                    &lt;td&gt;310&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram1830252089890469745&quot;&gt;\n",
-       "    &lt;img 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IDM4LjYyNSAzMS4xNTYyNSAyOC40MjE4NzUgMjIuODU5Mzc1IApRIDIyLjc5Njg3NSAxOC4yNjU2MjUgMTkuNDY4NzUgMTQuNTc4MTI1IApRIDE2LjE1NjI1IDEwLjg5MDYyNSAxNC43MDMxMjUgNy40Njg3NSAKTCA1MC41OTM3NSA3LjQ2ODc1IApMIDUwLjU5Mzc1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjcuMjczNTI3IDk2LjQxNzc2Mylyb3RhdGUoLTQ1KXNjYWxlKDAuMDggLTAuMDgpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTE5LjU1MjI1MSA3Mi4zODEwODggCkwgMTE5LjU1MjI1MSAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTE5LjU1MjI1MSIgeGxpbms6aHJlZj0iI21jZDA5NWNmNTExIiB5PSI3Mi4zODEwODgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSAzMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA1MS4yMTg3NSAxOSAKUSA1MS4yMTg3NSA5LjQ2ODc1IDQ1LjE1NjI1IDQuMjM0Mzc1IApRIDM5LjEwOTM3NSAtMC45ODQzNzUgMjcuODc1IC0wLjk4NDM3NSAKUSAxNy40Mzc1IC0wLjk4NDM3NSAxMS4yMDMxMjUgMy43MzQzNzUgClEgNC45ODQzNzUgOC40NTMxMjUgMy44MTI1IDE3LjY3MTg3NSAKTCAxMi44OTA2MjUgMTguNSAKUSAxNC42NTYyNSA2LjI5Njg3NSAyNy44NzUgNi4yOTY4NzUgClEgMzQuNTE1NjI1IDYuMjk2ODc1IDM4LjI5Njg3NSA5LjU2MjUgClEgNDIuMDkzNzUgMTIuODQzNzUgNDIuMDkzNzUgMTkuMjgxMjUgClEgNDIuMDkzNzUgMjQuOTA2MjUgMzcuNzY1NjI1IDI4LjA0Njg3NSAKUSAzMy40NTMxMjUgMzEuMjAzMTI1IDI1LjI5Njg3NSAzMS4yMDMxMjUgCkwgMjAuMzEyNSAzMS4yMDMxMjUgCkwgMjAuMzEyNSAzOC44MTI1IApMIDI1LjA5Mzc1IDM4LjgxMjUgClEgMzIuMzI4MTI1IDM4LjgxMjUgMzYuMjk2ODc1IDQxLjk2ODc1IApRIDQwLjI4MTI1IDQ1LjEyNSA0MC4yODEyNSA1MC42ODc1IApRIDQwLjI4MTI1IDU2LjIwMzEyNSAzNy4wMzEyNSA1OS4zOTA2MjUgClEgMzMuNzk2ODc1IDYyLjU5Mzc1IDI3LjM5MDYyNSA2Mi41OTM3NSAKUSAyMS41NzgxMjUgNjIuNTkzNzUgMTcuOTg0Mzc1IDU5LjYwOTM3NSAKUSAxNC40MDYyNSA1Ni42NDA2MjUgMTMuODEyNSA1MS4yMTg3NSAKTCA0Ljk4NDM3NSA1MS45MDYyNSAKUSA1Ljk1MzEyNSA2MC4zNTkzNzUgMTEuOTg0Mzc1IDY1LjA5Mzc1IApRIDE4LjAxNTYyNSA2OS44MjgxMjUgMjcuNDg0Mzc1IDY5LjgyODEyNSAKUSAzNy44NDM3NSA2OS44MjgxMjUgNDMuNTc4MTI1IDY1LjAxNTYyNSAKUSA0OS4zMTI1IDYwLjIwMzEyNSA0OS4zMTI1IDUxLjYwOTM3NSAKUSA0OS4zMTI1IDQ1LjAxNTYyNSA0NS42MjUgNDAuODkwNjI1IApRIDQxLjkzNzUgMzYuNzY1NjI1IDM0LjkwNjI1IDM1LjI5Njg3NSAKTCAzNC45MDYyNSAzNS4xMDkzNzUgClEgNDIuNjI1IDM0LjI4MTI1IDQ2LjkyMTg3NSAyOS45Mzc1IApRIDUxLjIxODc1IDI1LjU5Mzc1IDUxLjIxODc1IDE5IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDExNi4yOTY0NjcgOTYuNDE3NzYzKXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAxOS41NDU0NTUgNzIuMzgxMDg4IApMIDIxLjY0MzYzNiA3Mi4zODEwODggCkwgMjEuNjQzNjM2IDY1Ljg5NDE5MSAKTCAxOS41NDU0NTUgNjUuODk0MTkxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDIxLjY0MzYzNiA3Mi4zODEwODggCkwgMjMuNzQxODE4IDcyLjM4MTA4OCAKTCAyMy43NDE4MTggNjUuNDQ5ODgzIApMIDIxLjY0MzYzNiA2NS40NDk4ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMjMuNzQxODE4IDcyLjM4MTA4OCAKTCAyNS44NCA3Mi4zODEwODggCkwgMjUuODQgNjYuNjkzOTQ1IApMIDIzLjc0MTgxOCA2Ni42OTM5NDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMjUuODQgNzIuMzgxMDg4IApMIDI3LjkzODE4MiA3Mi4zODEwODggCkwgMjcuOTM4MTgyIDYzLjkzOTIzNiAKTCAyNS44NCA2My45MzkyMzYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMjcuOTM4MTgyIDcyLjM4MTA4OCAKTCAzMC4wMzYzNjQgNzIuMzgxMDg4IApMIDMwLjAzNjM2NCA2Ny4zMTU5NzcgCkwgMjcuOTM4MTgyIDY3LjMxNTk3NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAzMC4wMzYzNjQgNzIuMzgxMDg4IApMIDMyLjEzNDU0NSA3Mi4zODEwODggCkwgMzIuMTM0NTQ1IDY3LjQwNDgzOCAKTCAzMC4wMzYzNjQgNjcuNDA0ODM4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDMyLjEzNDU0NSA3Mi4zODEwODggCkwgMzQuMjMyNzI3IDcyLjM4MTA4OCAKTCAzNC4yMzI3MjcgNjYuNzgyODA3IApMIDMyLjEzNDU0NSA2Ni43ODI4MDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDM0LjIzMjcyNyA3Mi4zODEwODggCkwgMzYuMzMwOTA5IDcyLjM4MTA4OCAKTCAzNi4zMzA5MDkgNDcuMTQ0Mzk0IApMIDM0LjIzMjcyNyA0Ny4xNDQzOTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDM2LjMzMDkwOSA3Mi4zODEwODggCkwgMzguNDI5MDkxIDcyLjM4MTA4OCAKTCAzOC40MjkwOTEgMzkuNTAyMjk2IApMIDM2LjMzMDkwOSAzOS41MDIyOTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDM4LjQyOTA5MSA3Mi4zODEwODggCkwgNDAuNTI3MjczIDcyLjM4MTA4OCAKTCA0MC41MjcyNzMgMzAuODgyNzIxIApMIDM4LjQyOTA5MSAzMC44ODI3MjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQwLjUyNzI3MyA3Mi4zODEwODggCkwgNDIuNjI1NDU1IDcyLjM4MTA4OCAKTCA0Mi42MjU0NTUgMTguNzk3NTQ0IApMIDQwLjUyNzI3MyAxOC43OTc1NDQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQyLjYyNTQ1NSA3Mi4zODEwODggCkwgNDQuNzIzNjM2IDcyLjM4MTA4OCAKTCA0NC43MjM2MzYgMzEuMTQ5MzA2IApMIDQyLjYyNTQ1NSAzMS4xNDkzMDYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQ0LjcyMzYzNiA3Mi4zODEwODggCkwgNDYuODIxODE4IDcyLjM4MTA4OCAKTCA0Ni44MjE4MTggMjUuNjM5ODg3IApMIDQ0LjcyMzYzNiAyNS42Mzk4ODcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDQ2LjgyMTgxOCA3Mi4zODEwODggCkwgNDguOTIgNzIuMzgxMDg4IApMIDQ4LjkyIDI5LjcyNzUyIApMIDQ2LjgyMTgxOCAyOS43Mjc1MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gNDguOTIgNzIuMzgxMDg4IApMIDUxLjAxODE4MiA3Mi4zODEwODggCkwgNTEuMDE4MTgyIDEzLjczMjQzMyAKTCA0OC45MiAxMy43MzI0MzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDUxLjAxODE4MiA3Mi4zODEwODggCkwgNTMuMTE2MzY0IDcyLjM4MTA4OCAKTCA1My4xMTYzNjQgNDIuNzAxMzE0IApMIDUxLjAxODE4MiA0Mi43MDEzMTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDUzLjExNjM2NCA3Mi4zODEwODggCkwgNTUuMjE0NTQ1IDcyLjM4MTA4OCAKTCA1NS4yMTQ1NDUgNDIuNDM0NzI5IApMIDUzLjExNjM2NCA0Mi40MzQ3MjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDU1LjIxNDU0NSA3Mi4zODEwODggCkwgNTcuMzEyNzI3IDcyLjM4MTA4OCAKTCA1Ny4zMTI3MjcgMzUuODU4OTcxIApMIDU1LjIxNDU0NSAzNS44NTg5NzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDU3LjMxMjcyNyA3Mi4zODEwODggCkwgNTkuNDEwOTA5IDcyLjM4MTA4OCAKTCA1OS40MTA5MDkgNDQuMzAwODIzIApMIDU3LjMxMjcyNyA0NC4zMDA4MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMiI%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gNzIgNzIuMzgxMDg4IApMIDc0LjA5ODE4MiA3Mi4zODEwODggCkwgNzQuMDk4MTgyIDM5Ljc2ODg4MSAKTCA3MiAzOS43Njg4ODEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDc0LjA5ODE4MiA3Mi4zODEwODggCkwgNzYuMTk2MzY0IDcyLjM4MTA4OCAKTCA3Ni4xOTYzNjQgNDYuMTY2OTE2IApMIDc0LjA5ODE4MiA0Ni4xNjY5MTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDc2LjE5NjM2NCA3Mi4zODEwODggCkwgNzguMjk0NTQ1IDcyLjM4MTA4OCAKTCA3OC4yOTQ1NDUgNDYuNzAwMDg2IApMIDc2LjE5NjM2NCA0Ni43MDAwODYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDc4LjI5NDU0NSA3Mi4zODEwODggCkwgODAuMzkyNzI3IDcyLjM4MTA4OCAKTCA4MC4zOTI3MjcgMzcuNjM2MjAzIApMIDc4LjI5NDU0NSAzNy42MzYyMDMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDgwLjM5MjcyNyA3Mi4zODEwODggCkwgODIuNDkwOTA5IDcyLjM4MTA4OCAKTCA4Mi40OTA5MDkgMzkuNTAyMjk2IApMIDgwLjM5MjcyNyAzOS41MDIyOTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDgyLjQ5MDkwOSA3Mi4zODEwODggCkwgODQuNTg5MDkxIDcyLjM4MTA4OCAKTCA4NC41ODkwOTEgNDIuMDc5MjgzIApMIDgyLjQ5MDkwOSA0Mi4wNzkyODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDg0LjU4OTA5MSA3Mi4zODEwODggCkwgODYuNjg3MjczIDcyLjM4MTA4OCAKTCA4Ni42ODcyNzMgNDMuNDEyMjA3IApMIDg0LjU4OTA5MSA0My40MTIyMDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDg2LjY4NzI3MyA3Mi4zODEwODggCkwgODguNzg1NDU1IDcyLjM4MTA4OCAKTCA4OC43ODU0NTUgMzQuNjE0OTA4IApMIDg2LjY4NzI3MyAzNC42MTQ5MDggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDg4Ljc4NTQ1NSA3Mi4zODEwODggCkwgOTAuODgzNjM2IDcyLjM4MTA4OCAKTCA5MC44ODM2MzYgMzguNDM1OTU3IApMIDg4Ljc4NTQ1NSAzOC40MzU5NTcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDkwLjg4MzYzNiA3Mi4zODEwODggCkwgOTIuOTgxODE4IDcyLjM4MTA4OCAKTCA5Mi45ODE4MTggMzMuOTkyODc3IApMIDkwLjg4MzYzNiAzMy45OTI4NzcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDkyLjk4MTgxOCA3Mi4zODEwODggCkwgOTUuMDggNzIuMzgxMDg4IApMIDk1LjA4IDI4LjkyNzc2NiAKTCA5Mi45ODE4MTggMjguOTI3NzY2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSA5NS4wOCA3Mi4zODEwODggCkwgOTcuMTc4MTgyIDcyLjM4MTA4OCAKTCA5Ny4xNzgxODIgMzcuMDE0MTcyIApMIDk1LjA4IDM3LjAxNDE3MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gOTcuMTc4MTgyIDcyLjM4MTA4OCAKTCA5OS4yNzYzNjQgNzIuMzgxMDg4IApMIDk5LjI3NjM2NCAzMy40NTk3MDggCkwgOTcuMTc4MTgyIDMzLjQ1OTcwOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80MyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDEwMy40NzI3MjcgNzIuMzgxMDg4IApMIDEwNS41NzA5MDkgNzIuMzgxMDg4IApMIDEwNS41NzA5MDkgMzcuNTQ3MzQxIApMIDEwMy40NzI3MjcgMzcuNTQ3MzQxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAxMDUuNTcwOTA5IDcyLjM4MTA4OCAKTCAxMDcuNjY5MDkxIDcyLjM4MTA4OCAKTCAxMDcuNjY5MDkxIDQxLjI3OTUyOCAKTCAxMDUuNTcwOTA5IDQxLjI3OTUyOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTA3LjY2OTA5MSA3Mi4zODEwODggCkwgMTA5Ljc2NzI3MyA3Mi4zODEwODggCkwgMTA5Ljc2NzI3MyA1OS4zMTg0MzMgCkwgMTA3LjY2OTA5MSA1OS4zMTg0MzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80NiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDEwOS43NjcyNzMgNzIuMzgxMDg4IApMIDExMS44NjU0NTUgNzIuMzgxMDg4IApMIDExMS44NjU0NTUgNjEuODA2NTU3IApMIDEwOS43NjcyNzMgNjEuODA2NTU3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkN2MwODA0OTZmKSIgZD0iTSAxMTEuODY1NDU1IDcyLjM4MTA4OCAKTCAxMTMuOTYzNjM2IDcyLjM4MTA4OCAKTCAxMTMuOTYzNjM2IDYxLjgwNjU1NyAKTCAxMTEuODY1NDU1IDYxLjgwNjU1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTEzLjk2MzYzNiA3Mi4zODEwODggCkwgMTE2LjA2MTgxOCA3Mi4zODEwODggCkwgMTE2LjA2MTgxOCA2Ni41MTYyMjIgCkwgMTEzLjk2MzYzNiA2Ni41MTYyMjIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80OSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ3YzA4MDQ5NmYpIiBkPSJNIDExNi4wNjE4MTggNzIuMzgxMDg4IApMIDExOC4xNiA3Mi4zODEwODggCkwgMTE4LjE2IDY2LjI0OTYzNyAKTCAxMTYuMDYxODE4IDY2LjI0OTYzNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDdjMDgwNDk2ZikiIGQ9Ik0gMTIyLjM1NjM2NCA3Mi4zODEwODggCkwgMTI0LjQ1NDU0NSA3Mi4zODEwODggCkwgMTI0LjQ1NDU0NSA2NC43Mzg5OSAKTCAxMjIuMzU2MzY0IDY0LjczODk5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTMiPgogICAgPHBhdGggZD0iTSAxNC4zIDcyLjM4MTA4OCAKTCAxNC4zIDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDEyOS43IDcyLjM4MTA4OCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTUiPgogICAgPHBhdGggZD0iTSAxNC4zIDcyLjM4MTA4OCAKTCAxMjkuNyA3Mi4zODEwODggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NiI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icGQ3YzA4MDQ5NmYiPgogICA8cmVjdCBoZWlnaHQ9IjYxLjU4MTA4OCIgd2lkdGg9IjExNS40IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives1830252089890469745,#minihistogram1830252089890469745&quot;\n",
-       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives1830252089890469745&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#1830252089890469745-statistics&quot;\n",
-       "                       aria-controls=&quot;1830252089890469745-statistics&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#1830252089890469745-histogram&quot;\n",
-       "                       aria-controls=&quot;1830252089890469745-histogram&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#1830252089890469745-frequency_table&quot;\n",
-       "                       aria-controls=&quot;1830252089890469745-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#1830252089890469745-extreme_values&quot;\n",
-       "                       aria-controls=&quot;1830252089890469745-extreme_values&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;1830252089890469745-statistics&quot;&gt;\n",
-       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "            &lt;td&gt;96&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;130&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q1&lt;/th&gt;\n",
-       "            &lt;td&gt;156&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Median&lt;/th&gt;\n",
-       "            &lt;td&gt;200&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q3&lt;/th&gt;\n",
-       "            &lt;td&gt;245&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;275&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "            &lt;td&gt;310&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Range&lt;/th&gt;\n",
-       "            &lt;td&gt;214&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
-       "            &lt;td&gt;89&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
-       "            &lt;td&gt;49.94309937&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.2484109213&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
-       "            &lt;td&gt;-1.134981568&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Mean&lt;/th&gt;\n",
-       "            &lt;td&gt;201.0503367&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;MAD&lt;/th&gt;\n",
-       "            &lt;td&gt;43.67131972&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
-       "            &lt;td&gt;0.05284198942&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Sum&lt;/th&gt;\n",
-       "            &lt;td&gt;3015554&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Variance&lt;/th&gt;\n",
-       "            &lt;td&gt;2494.313175&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
-       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1830252089890469745-histogram&quot;&gt;\n",
-       "                    &lt;img 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LjQyMTg3NSAyMi40MDYyNSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNTAuMDIwNTk0IDI3NS4xMTczNSlyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyMzEuMzA0NjQxIiB4bGluazpocmVmPSIjbWQ4ODBkY2VlZDAiIHk9IjI0Ny42OTY1MDUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSAyMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA1LjAzMTI1IDAgCkwgNS4wMzEyNSA2LjIwMzEyNSAKUSA3LjUxNTYyNSAxMS45MjE4NzUgMTEuMTA5Mzc1IDE2LjI4MTI1IApRIDE0LjcwMzEyNSAyMC42NTYyNSAxOC42NTYyNSAyNC4xODc1IApRIDIyLjYwOTM3NSAyNy43MzQzNzUgMjYuNDg0Mzc1IDMwLjc2NTYyNSAKUSAzMC4zNzUgMzMuNzk2ODc1IDMzLjUgMzYuODEyNSAKUSAzNi42MjUgMzkuODQzNzUgMzguNTQ2ODc1IDQzLjE1NjI1IApRIDQwLjQ4NDM3NSA0Ni40ODQzNzUgNDAuNDg0Mzc1IDUwLjY4NzUgClEgNDAuNDg0Mzc1IDU2LjM0Mzc1IDM3LjE1NjI1IDU5LjQ2ODc1IApRIDMzLjg0Mzc1IDYyLjU5Mzc1IDI3LjkzNzUgNjIuNTkzNzUgClEgMjIuMzEyNSA2Mi41OTM3NSAxOC42NzE4NzUgNTkuNTQ2ODc1IApRIDE1LjA0Njg3NSA1Ni41IDE0LjQwNjI1IDUwLjk4NDM3NSAKTCA1LjQyMTg3NSA1MS44MTI1IApRIDYuMzkwNjI1IDYwLjA2MjUgMTIuNDIxODc1IDY0LjkzNzUgClEgMTguNDUzMTI1IDY5LjgyODEyNSAyNy45Mzc1IDY5LjgyODEyNSAKUSAzOC4zMjgxMjUgNjkuODI4MTI1IDQzLjkyMTg3NSA2NC45MjE4NzUgClEgNDkuNTE1NjI1IDYwLjAxNTYyNSA0OS41MTU2MjUgNTAuOTg0Mzc1IApRIDQ5LjUxNTYyNSA0Ni45Njg3NSA0Ny42NzE4NzUgNDMuMDE1NjI1IApRIDQ1Ljg0Mzc1IDM5LjA2MjUgNDIuMjM0Mzc1IDM1LjEwOTM3NSAKUSAzOC42MjUgMzEuMTU2MjUgMjguNDIxODc1IDIyLjg1OTM3NSAKUSAyMi43OTY4NzUgMTguMjY1NjI1IDE5LjQ2ODc1IDE0LjU3ODEyNSAKUSAxNi4xNTYyNSAxMC44OTA2MjUgMTQuNzAzMTI1IDcuNDY4NzUgCkwgNTAuNTkzNzUgNy40Njg3NSAKTCA1MC41OTM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIyNy4yMzQ5MSAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAzMDguNTE4OTU3IDI0Ny42OTY1MDUgCkwgMzA4LjUxODk1NyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzA4LjUxODk1NyIgeGxpbms6aHJlZj0iI21kODgwZGNlZWQwIiB5PSIyNDcuNjk2NTA1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gMjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzA0LjQ0OTIyNiAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAzODUuNzMzMjczIDI0Ny42OTY1MDUgCkwgMzg1LjczMzI3MyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM4NS43MzMyNzMiIHhsaW5rOmhyZWY9IiNtZDg4MGRjZWVkMCIgeT0iMjQ3LjY5NjUwNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDMwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA1NC4xNzUgMjQ3LjY5NjUwNSAKTCA0MTcuNyAyNDcuNjk2NTA1IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTRlNWZkNGM4OGQiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI200ZTVmZDRjODhkIiB5PSIyNDcuNjk2NTA1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%2BCiAgICAgIDwhLS0gMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM4LjExNDA2MyAyNTEuMzE5OTQzKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDU0LjE3NSAyMTQuMDE3MzU2IApMIDQxNy43IDIxNC4wMTczNTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTRlNWZkNGM4OGQiIHk9IjIxNC4wMTczNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF83Ij4KICAgICAgPCEtLSAxMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggMjE3LjY0MDc5MylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gNTQuMTc1IDE4MC4zMzgyMDYgCkwgNDE3LjcgMTgwLjMzODIwNiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtNGU1ZmQ0Yzg4ZCIgeT0iMTgwLjMzODIwNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDIwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAxODMuOTYxNjQ0KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA1NC4xNzUgMTQ2LjY1OTA1NyAKTCA0MTcuNyAxNDYuNjU5MDU3IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI200ZTVmZDRjODhkIiB5PSIxNDYuNjU5MDU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gMzAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDE1MC4yODI0OTUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDU0LjE3NSAxMTIuOTc5OTA4IApMIDQxNy43IDExMi45Nzk5MDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTRlNWZkNGM4OGQiIHk9IjExMi45Nzk5MDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gNDAwIC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gNDMuMDE1NjI1IDE1LjU3ODEyNSAKTCA0My4wMTU2MjUgMCAKTCAzNC43MTg3NSAwIApMIDM0LjcxODc1IDE1LjU3ODEyNSAKTCAyLjI5Njg3NSAxNS41NzgxMjUgCkwgMi4yOTY4NzUgMjIuNDA2MjUgCkwgMzMuNzk2ODc1IDY4Ljc5Njg3NSAKTCA0My4wMTU2MjUgNjguNzk2ODc1IApMIDQzLjAxNTYyNSAyMi41MTU2MjUgCkwgNTIuNjg3NSAyMi41MTU2MjUgCkwgNTIuNjg3NSAxNS41NzgxMjUgCnoKTSAzNC43MTg3NSA1OC44OTA2MjUgClEgMzQuNjI1IDU4LjU5Mzc1IDMzLjM0Mzc1IDU2LjI5Njg3NSAKUSAzMi4wNzgxMjUgNTQgMzEuNDUzMTI1IDUzLjA3ODEyNSAKTCAxMy44MTI1IDI3LjA5Mzc1IApMIDExLjE4NzUgMjMuNDg0Mzc1IApMIDEwLjQwNjI1IDIyLjUxNTYyNSAKTCAzNC43MTg3NSAyMi41MTU2MjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDExNi42MDMzNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDU0LjE3NSA3OS4zMDA3NTggCkwgNDE3LjcgNzkuMzAwNzU4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI200ZTVmZDRjODhkIiB5PSI3OS4zMDA3NTgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gNTAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDgyLjkyNDE5NilzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gNTQuMTc1IDQ1LjYyMTYwOSAKTCA0MTcuNyA0NS42MjE2MDkgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTRlNWZkNGM4OGQiIHk9IjQ1LjYyMTYwOSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSA2MDAgLS0%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0idGV4dF8xMyI%2BCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%2BCiAgICAgPGRlZnM%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%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%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%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA3MC42OTg4NjQgMjQ3LjY5NjUwNSAKTCA3Ny4zMDg0MDkgMjQ3LjY5NjUwNSAKTCA3Ny4zMDg0MDkgMjIzLjExMDcyNiAKTCA3MC42OTg4NjQgMjIzLjExMDcyNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA3Ny4zMDg0MDkgMjQ3LjY5NjUwNSAKTCA4My45MTc5NTUgMjQ3LjY5NjUwNSAKTCA4My45MTc5NTUgMjIxLjQyNjc2OSAKTCA3Ny4zMDg0MDkgMjIxLjQyNjc2OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA4My45MTc5NTUgMjQ3LjY5NjUwNSAKTCA5MC41Mjc1IDI0Ny42OTY1MDUgCkwgOTAuNTI3NSAyMjYuMTQxODUgCkwgODMuOTE3OTU1IDIyNi4xNDE4NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSA5MC41Mjc1IDI0Ny42OTY1MDUgCkwgOTcuMTM3MDQ1IDI0Ny42OTY1MDUgCkwgOTcuMTM3MDQ1IDIxNS43MDEzMTMgCkwgOTAuNTI3NSAyMTUuNzAxMzEzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDk3LjEzNzA0NSAyNDcuNjk2NTA1IApMIDEwMy43NDY1OTEgMjQ3LjY5NjUwNSAKTCAxMDMuNzQ2NTkxIDIyOC40OTkzOSAKTCA5Ny4xMzcwNDUgMjI4LjQ5OTM5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDEwMy43NDY1OTEgMjQ3LjY5NjUwNSAKTCAxMTAuMzU2MTM2IDI0Ny42OTY1MDUgCkwgMTEwLjM1NjEzNiAyMjguODM2MTgyIApMIDEwMy43NDY1OTEgMjI4LjgzNjE4MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAxMTAuMzU2MTM2IDI0Ny42OTY1MDUgCkwgMTE2Ljk2NTY4MiAyNDcuNjk2NTA1IApMIDExNi45NjU2ODIgMjI2LjQ3ODY0MSAKTCAxMTAuMzU2MTM2IDIyNi40Nzg2NDEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDExNi45NjU2ODIgMjQ3LjY5NjUwNSAKTCAxMjMuNTc1MjI3IDI0Ny42OTY1MDUgCkwgMTIzLjU3NTIyNyAxNTIuMDQ3NzIxIApMIDExNi45NjU2ODIgMTUyLjA0NzcyMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDE2My4yMzI1IDI0Ny42OTY1MDUgCkwgMTY5Ljg0MjA0NSAyNDcuNjk2NTA1IApMIDE2OS44NDIwNDUgMjUuNDE0MTE5IApMIDE2My4yMzI1IDI1LjQxNDExOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDE4My4wNjExMzYgMjQ3LjY5NjUwNSAKTCAxODkuNjcwNjgyIDI0Ny42OTY1MDUgCkwgMTg5LjY3MDY4MiAxMDkuMjc1MjAxIApMIDE4My4wNjExMzYgMTA5LjI3NTIwMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDIwMi44ODk3NzMgMjQ3LjY5NjUwNSAKTCAyMDkuNDk5MzE4IDI0Ny42OTY1MDUgCkwgMjA5LjQ5OTMxOCAxMzUuODgxNzI5IApMIDIwMi44ODk3NzMgMTM1Ljg4MTcyOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDIyMi43MTg0MDkgMjQ3LjY5NjUwNSAKTCAyMjkuMzI3OTU1IDI0Ny42OTY1MDUgCkwgMjI5LjMyNzk1NSAxNDUuOTg1NDc0IApMIDIyMi43MTg0MDkgMTQ1Ljk4NTQ3NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMjI5LjMyNzk1NSAyNDcuNjk2NTA1IApMIDIzNS45Mzc1IDI0Ny42OTY1MDUgCkwgMjM1LjkzNzUgMTQ1LjY0ODY4MyAKTCAyMjkuMzI3OTU1IDE0NS42NDg2ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDI0OS4xNTY1OTEgMjQ3LjY5NjUwNSAKTCAyNTUuNzY2MTM2IDI0Ny42OTY1MDUgCkwgMjU1Ljc2NjEzNiAxNTAuMzYzNzY0IApMIDI0OS4xNTY1OTEgMTUwLjM2Mzc2NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDI2OC45ODUyMjcgMjQ3LjY5NjUwNSAKTCAyNzUuNTk0NzczIDI0Ny42OTY1MDUgCkwgMjc1LjU5NDc3MyAxMzIuODUwNjA2IApMIDI2OC45ODUyMjcgMTMyLjg1MDYwNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM0Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMjc1LjU5NDc3MyAyNDcuNjk2NTA1IApMIDI4Mi4yMDQzMTggMjQ3LjY5NjUwNSAKTCAyODIuMjA0MzE4IDEzNy45MDI0NzggCkwgMjc1LjU5NDc3MyAxMzcuOTAyNDc4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAyODIuMjA0MzE4IDI0Ny42OTY1MDUgCkwgMjg4LjgxMzg2NCAyNDcuNjk2NTA1IApMIDI4OC44MTM4NjQgMTA0LjU2MDEyIApMIDI4Mi4yMDQzMTggMTA0LjU2MDEyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0NDgwMmExYTRmKSIgZD0iTSAyODguODEzODY0IDI0Ny42OTY1MDUgCkwgMjk1LjQyMzQwOSAyNDcuNjk2NTA1IApMIDI5NS40MjM0MDkgMTE5LjA0MjE1NSAKTCAyODguODEzODY0IDExOS4wNDIxNTUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDI5NS40MjM0MDkgMjQ3LjY5NjUwNSAKTCAzMDIuMDMyOTU1IDI0Ny42OTY1MDUgCkwgMzAyLjAzMjk1NSAxMDIuMjAyNTggCkwgMjk1LjQyMzQwOSAxMDIuMjAyNTggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDMwMi4wMzI5NTUgMjQ3LjY5NjUwNSAKTCAzMDguNjQyNSAyNDcuNjk2NTA1IApMIDMwOC42NDI1IDgzLjAwNTQ2NSAKTCAzMDIuMDMyOTU1IDgzLjAwNTQ2NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMzA4LjY0MjUgMjQ3LjY5NjUwNSAKTCAzMTUuMjUyMDQ1IDI0Ny42OTY1MDUgCkwgMzE1LjI1MjA0NSAxMTMuNjUzNDkxIApMIDMwOC42NDI1IDExMy42NTM0OTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDMxNS4yNTIwNDUgMjQ3LjY5NjUwNSAKTCAzMjEuODYxNTkxIDI0Ny42OTY1MDUgCkwgMzIxLjg2MTU5MSAxMDAuMTgxODMxIApMIDMxNS4yNTIwNDUgMTAwLjE4MTgzMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80NSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDM0OC4yOTk3NzMgMjQ3LjY5NjUwNSAKTCAzNTQuOTA5MzE4IDI0Ny42OTY1MDUgCkwgMzU0LjkwOTMxOCAxOTguMTg4MTU2IApMIDM0OC4yOTk3NzMgMTk4LjE4ODE1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80OCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDM2OC4xMjg0MDkgMjQ3LjY5NjUwNSAKTCAzNzQuNzM3OTU1IDI0Ny42OTY1MDUgCkwgMzc0LjczNzk1NSAyMjUuNDY4MjY3IApMIDM2OC4xMjg0MDkgMjI1LjQ2ODI2NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNDQ4MDJhMWE0ZikiIGQ9Ik0gMzc0LjczNzk1NSAyNDcuNjk2NTA1IApMIDM4MS4zNDc1IDI0Ny42OTY1MDUgCkwgMzgxLjM0NzUgMjI0LjQ1Nzg5MiAKTCAzNzQuNzM3OTU1IDIyNC40NTc4OTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MCI%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%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDQ0ODAyYTFhNGYpIiBkPSJNIDM5NC41NjY1OTEgMjQ3LjY5NjUwNSAKTCA0MDEuMTc2MTM2IDI0Ny42OTY1MDUgCkwgNDAxLjE3NjEzNiAyMTguNzMyNDM3IApMIDM5NC41NjY1OTEgMjE4LjczMjQzNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0Ny42OTY1MDUgCkwgNTQuMTc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDQxNy43IDI0Ny42OTY1MDUgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU1Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0Ny42OTY1MDUgCkwgNDE3LjcgMjQ3LjY5NjUwNSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU2Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InA0NDgwMmExYTRmIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzMuMzk2NTA1IiB3aWR0aD0iMzYzLjUyNSIgeD0iNTQuMTc1IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50)&lt;/div&gt;\n",
-       "\n",
-       "    &lt;img 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IyLjQwNjI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE1NC4wOTk1NTUgMjc1LjExNzM1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gMjM0LjE4ODgyOCAyNDcuNjk2NTA1IApMIDIzNC4xODg4MjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjIzNC4xODg4MjgiIHhsaW5rOmhyZWY9IiNtMjMyY2I0NzYxYyIgeT0iMjQ3LjY5NjUwNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDIwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAzMTAuMjA4MzY5IDI0Ny42OTY1MDUgCkwgMzEwLjIwODM2OSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzEwLjIwODM2OSIgeGxpbms6aHJlZj0iI20yMzJjYjQ3NjFjIiB5PSIyNDcuNjk2NTA1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gMjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzA2LjEzODYzOCAyNzUuMTE3MzUpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAzODYuMjI3OTEgMjQ3LjY5NjUwNSAKTCAzODYuMjI3OTEgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzODYuMjI3OTEiIHhsaW5rOmhyZWY9IiNtMjMyY2I0NzYxYyIgeT0iMjQ3LjY5NjUwNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDMwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA1OS44IDI0Ny42OTY1MDUgCkwgNDE3LjcgMjQ3LjY5NjUwNSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAtMy41IDAgCiIgaWQ9Im1hZDk3MjgwZTZjIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbWFkOTcyODBlNmMiIHk9IjI0Ny42OTY1MDUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDMuNzM5MDYyIDI1MS4zMTk5NDMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gNTkuOCAyMTEuMDQwNDM5IApMIDQxNy43IDIxMS4wNDA0MzkgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSIyMTEuMDQwNDM5Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gMTAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDIxNC42NjM4NzYpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbWFkOTcyODBlNmMiIHk9IjE3NC4zODQzNzMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF84Ij4KICAgICAgPCEtLSAyMDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgMTc4LjAwNzgxKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gNTkuOCAxMzcuNzI4MzA2IApMIDQxNy43IDEzNy43MjgzMDYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSIxMzcuNzI4MzA2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gMzAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDE0MS4zNTE3NDQpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA1OS44IDEwMS4wNzIyNCAKTCA0MTcuNyAxMDEuMDcyMjQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSIxMDEuMDcyMjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gNDAwMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDEwNC42OTU2Nzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA1OS44IDY0LjQxNjE3NCAKTCA0MTcuNyA2NC40MTYxNzQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI21hZDk3MjgwZTZjIiB5PSI2NC40MTYxNzQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gNTAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDY4LjAzOTYxMSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMjMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGI0NTVmYTdlZmIpIiBkPSJNIDU5LjggMjcuNzYwMTA4IApMIDQxNy43IDI3Ljc2MDEwOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbWFkOTcyODBlNmMiIHk9IjI3Ljc2MDEwOCIvPgogICAgICA8L2c%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDMxLjM4MzU0NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSA3Ni4wNjgxODIgMjQ3LjY5NjUwNSAKTCAxMjIuNDQwMTAyIDI0Ny42OTY1MDUgCkwgMTIyLjQ0MDEwMiAyMjguOTY1MjU1IApMIDc2LjA2ODE4MiAyMjguOTY1MjU1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGI0NTVmYTdlZmIpIiBkPSJNIDEyMi40NDAxMDIgMjQ3LjY5NjUwNSAKTCAxMzAuMDQyMDU2IDI0Ny42OTY1MDUgCkwgMTMwLjA0MjA1NiAyMzUuNjczMzE2IApMIDEyMi40NDAxMDIgMjM1LjY3MzMxNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAxMzAuMDQyMDU2IDI0Ny42OTY1MDUgCkwgMTMzLjA4MjgzOCAyNDcuNjk2NTA1IApMIDEzMy4wODI4MzggMjQwLjg0MTgyMSAKTCAxMzAuMDQyMDU2IDI0MC44NDE4MjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwYjQ1NWZhN2VmYikiIGQ9Ik0gMTMzLjA4MjgzOCAyNDcuNjk2NTA1IApMIDE3NC4xMzMzOSAyNDcuNjk2NTA1IApMIDE3NC4xMzMzOSAxMjYuMjE4MzAyIApMIDEzMy4wODI4MzggMTI2LjIxODMwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAxNzQuMTMzMzkgMjQ3LjY5NjUwNSAKTCAyODkuNjgzMDkzIDI0Ny42OTY1MDUgCkwgMjg5LjY4MzA5MyAyNS40MTQxMTkgCkwgMTc0LjEzMzM5IDI1LjQxNDExOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BiNDU1ZmE3ZWZiKSIgZD0iTSAyODkuNjgzMDkzIDI0Ny42OTY1MDUgCkwgMzQ4Ljk3ODMzNSAyNDcuNjk2NTA1IApMIDM0OC45NzgzMzUgMTA1LjI1MTAzMiAKTCAyODkuNjgzMDkzIDEwNS4yNTEwMzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGI0NTVmYTdlZmIpIiBkPSJNIDQwMC42NzE2MjMgMjQ3LjY5NjUwNSAKTCA0MDEuNDMxODE4IDI0Ny42OTY1MDUgCkwgNDAxLjQzMTgxOCAyNDcuMDM2Njk2IApMIDQwMC42NzE2MjMgMjQ3LjAzNjY5NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNDcuNjk2NTA1IApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEzIj4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjQ3LjY5NjUwNSAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggZD0iTSA1OS44IDI0Ny42OTY1MDUgCkwgNDE3LjcgMjQ3LjY5NjUwNSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE1Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwYjQ1NWZhN2VmYiI%2BCiAgIDxyZWN0IGhlaWdodD0iMjMzLjM5NjUwNSIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[ 96.  126.5 131.5 133.5 160.5 236.5 275.5 287.5 309.5 310. ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
-       "\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1830252089890469745-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;156&quot;&gt;\n",
-       "                156\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                153\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;135&quot;&gt;\n",
-       "                135\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                153\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;149&quot;&gt;\n",
-       "                149\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                148\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;151&quot;&gt;\n",
-       "                151\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                147\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;160&quot;&gt;\n",
-       "                160\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                136\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;145&quot;&gt;\n",
-       "                145\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                134\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;140&quot;&gt;\n",
-       "                140\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                129\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;143&quot;&gt;\n",
-       "                143\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                127\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;257&quot;&gt;\n",
-       "                257\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                126\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;157&quot;&gt;\n",
-       "                157\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                126\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:0.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;other&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (205)&quot;&gt;\n",
-       "                Other values (205)\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                13620\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                90.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;1830252089890469745-extreme_values&quot;&gt;\n",
-       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;96&quot;&gt;\n",
-       "                96\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                &lt; 0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;97&quot;&gt;\n",
-       "                97\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                14\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:60.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;98&quot;&gt;\n",
-       "                98\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                23\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;99&quot;&gt;\n",
-       "                99\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                11\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:47.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;100&quot;&gt;\n",
-       "                100\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                19\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:82.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "\n",
-       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;310&quot;&gt;\n",
-       "                310\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                18\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:90.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;309&quot;&gt;\n",
-       "                309\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                16\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:80.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;308&quot;&gt;\n",
-       "                308\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                20\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;307&quot;&gt;\n",
-       "                307\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                14\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:70.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;306&quot;&gt;\n",
-       "                306\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                18\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:90.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_department&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;department&quot;&gt;department&lt;br/&gt;\n",
-       "            &lt;small&gt;Categorical&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "    &lt;table class=&quot;stats&quot;&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "            &lt;td&gt;10&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "            &lt;td&gt;0.1%&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "            &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "            &lt;td&gt;0&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-6 collapse in&quot; id=&quot;minifreqtable350919095706861313&quot;&gt;\n",
-       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;sales&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:70.1%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 27.6%&quot;&gt;\n",
-       "                            4140\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;technical&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:46.0%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 18.1%&quot;&gt;\n",
-       "                            2720\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;support&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:37.7%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 14.9%&quot;&gt;\n",
-       "                            2229\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;other&quot;&gt;\n",
-       "                &lt;th&gt;Other values (7)&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:100.0%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 39.4%&quot;&gt;\n",
-       "                            5910\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives350919095706861313, #minifreqtable350919095706861313&quot;\n",
-       "       aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives350919095706861313&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#350919095706861313-frequency_table&quot;\n",
-       "                       aria-controls=&quot;350919095706861313-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#350919095706861313-composition&quot;\n",
-       "                       aria-controls=&quot;350919095706861313-composition&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Composition&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;350919095706861313-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;sales&quot;&gt;\n",
-       "                sales\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4140\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                27.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;technical&quot;&gt;\n",
-       "                technical\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2720\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                18.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:65.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;support&quot;&gt;\n",
-       "                support\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2229\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                14.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:53.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;IT&quot;&gt;\n",
-       "                IT\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1227\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                8.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:29.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;product_mng&quot;&gt;\n",
-       "                product_mng\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                902\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                6.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:21.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;marketing&quot;&gt;\n",
-       "                marketing\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                858\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                5.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:20.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;RandD&quot;&gt;\n",
-       "                RandD\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                787\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                5.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:19.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;accounting&quot;&gt;\n",
-       "                accounting\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                767\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                5.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:18.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;hr&quot;&gt;\n",
-       "                hr\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                739\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:17.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;management&quot;&gt;\n",
-       "                management\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                630\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:15.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;350919095706861313-composition&quot;&gt;\n",
-       "                    &lt;div class=&quot;extrapadding&quot;&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Max length&lt;/th&gt;\n",
-       "            &lt;td&gt;11&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Mean length&lt;/th&gt;\n",
-       "            &lt;td&gt;6.684712314&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Min length&lt;/th&gt;\n",
-       "            &lt;td&gt;2&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains chars&lt;/th&gt;\n",
-       "                &lt;td&gt;True&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains digits&lt;/th&gt;\n",
-       "                &lt;td&gt;False&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains spaces&lt;/th&gt;\n",
-       "                &lt;td&gt;False&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains non-words&lt;/th&gt;\n",
-       "                &lt;td&gt;False&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_last_evaluation&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;last_evaluation&quot;&gt;last_evaluation&lt;br/&gt;\n",
-       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;65&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.4%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.7161017401&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.36&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "                    &lt;td&gt;1&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram-7583549271013657996&quot;&gt;\n",
-       "    &lt;img 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USA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3OS40MzI4NzUgOTYuMzk4MzE4KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAxMjQuNDU0NTQ1IDcwLjc5MDA5NyAKTCAxMjQuNDU0NTQ1IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIxMjQuNDU0NTQ1IiB4bGluazpocmVmPSIjbWY2MjkxMWU4MmYiIHk9IjcwLjc5MDA5NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDEuMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMjAuNDEyOTg4IDk2LjM5ODMxOClyb3RhdGUoLTQ1KXNjYWxlKDAuMDggLTAuMDgpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTkuNTQ1NDU1IDcwLjc5MDA5NyAKTCAyMS42NDM2MzYgNzAuNzkwMDk3IApMIDIxLjY0MzYzNiA2NC41NzY0MzQgCkwgMTkuNTQ1NDU1IDY0LjU3NjQzNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAyMS42NDM2MzYgNzAuNzkwMDk3IApMIDIzLjc0MTgxOCA3MC43OTAwOTcgCkwgMjMuNzQxODE4IDY2Ljc1NTI1MSAKTCAyMS42NDM2MzYgNjYuNzU1MjUxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDIzLjc0MTgxOCA3MC43OTAwOTcgCkwgMjUuODQgNzAuNzkwMDk3IApMIDI1Ljg0IDY2LjU5Mzg1NyAKTCAyMy43NDE4MTggNjYuNTkzODU3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDI1Ljg0IDcwLjc5MDA5NyAKTCAyNy45MzgxODIgNzAuNzkwMDk3IApMIDI3LjkzODE4MiA2MS40MjkyNTQgCkwgMjUuODQgNjEuNDI5MjU0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDI3LjkzODE4MiA3MC43OTAwOTcgCkwgMzAuMDM2MzY0IDcwLjc5MDA5NyAKTCAzMC4wMzYzNjQgNjYuMjcxMDY5IApMIDI3LjkzODE4MiA2Ni4yNzEwNjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMzAuMDM2MzY0IDcwLjc5MDA5NyAKTCAzMi4xMzQ1NDUgNzAuNzkwMDk3IApMIDMyLjEzNDU0NSA2Ni43NTUyNTEgCkwgMzAuMDM2MzY0IDY2Ljc1NTI1MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gNDguOTIgNzAuNzkwMDk3IApMIDUxLjAxODE4MiA3MC43OTAwOTcgCkwgNTEuMDE4MTgyIDEzLjY1NjY3MSAKTCA0OC45MiAxMy42NTY2NzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDUxLjAxODE4MiA3MC43OTAwOTcgCkwgNTMuMTE2MzY0IDcwLjc5MDA5NyAKTCA1My4xMTYzNjQgNDQuODA1Njg2IApMIDUxLjAxODE4MiA0NC44MDU2ODYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOSI%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%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODAuMzkyNzI3IDcwLjc5MDA5NyAKTCA4Mi40OTA5MDkgNzAuNzkwMDk3IApMIDgyLjQ5MDkwOSA0OS44MDg4OTYgCkwgODAuMzkyNzI3IDQ5LjgwODg5NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMzIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODIuNDkwOTA5IDcwLjc5MDA5NyAKTCA4NC41ODkwOTEgNzAuNzkwMDk3IApMIDg0LjU4OTA5MSA1MS41ODQyMjggCkwgODIuNDkwOTA5IDUxLjU4NDIyOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM0Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODQuNTg5MDkxIDcwLjc5MDA5NyAKTCA4Ni42ODcyNzMgNzAuNzkwMDk3IApMIDg2LjY4NzI3MyA1My4zNTk1NjEgCkwgODQuNTg5MDkxIDUzLjM1OTU2MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODYuNjg3MjczIDcwLjc5MDA5NyAKTCA4OC43ODU0NTUgNzAuNzkwMDk3IApMIDg4Ljc4NTQ1NSAzMi4yOTc2NjIgCkwgODYuNjg3MjczIDMyLjI5NzY2MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gODguNzg1NDU1IDcwLjc5MDA5NyAKTCA5MC44ODM2MzYgNzAuNzkwMDk3IApMIDkwLjg4MzYzNiA1MS4zNDIxMzcgCkwgODguNzg1NDU1IDUxLjM0MjEzNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gOTAuODgzNjM2IDcwLjc5MDA5NyAKTCA5Mi45ODE4MTggNzAuNzkwMDk3IApMIDkyLjk4MTgxOCA1MC41MzUxNjggCkwgOTAuODgzNjM2IDUwLjUzNTE2OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gOTIuOTgxODE4IDcwLjc5MDA5NyAKTCA5NS4wOCA3MC43OTAwOTcgCkwgOTUuMDggMzEuMDg3MjA4IApMIDkyLjk4MTgxOCAzMS4wODcyMDggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDk1LjA4IDcwLjc5MDA5NyAKTCA5Ny4xNzgxODIgNzAuNzkwMDk3IApMIDk3LjE3ODE4MiA0OS4wODI2MjMgCkwgOTUuMDggNDkuMDgyNjIzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDAiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSA5Ny4xNzgxODIgNzAuNzkwMDk3IApMIDk5LjI3NjM2NCA3MC43OTAwOTcgCkwgOTkuMjc2MzY0IDQ3LjA2NTIgCkwgOTcuMTc4MTgyIDQ3LjA2NTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDk5LjI3NjM2NCA3MC43OTAwOTcgCkwgMTAxLjM3NDU0NSA3MC43OTAwOTcgCkwgMTAxLjM3NDU0NSA0NS4yODk4NjggCkwgOTkuMjc2MzY0IDQ1LjI4OTg2OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTAxLjM3NDU0NSA3MC43OTAwOTcgCkwgMTAzLjQ3MjcyNyA3MC43OTAwOTcgCkwgMTAzLjQ3MjcyNyAyMi40NTI2MzcgCkwgMTAxLjM3NDU0NSAyMi40NTI2MzcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDEwMy40NzI3MjcgNzAuNzkwMDk3IApMIDEwNS41NzA5MDkgNzAuNzkwMDk3IApMIDEwNS41NzA5MDkgNTEuODI2MzE5IApMIDEwMy40NzI3MjcgNTEuODI2MzE5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAxMDUuNTcwOTA5IDcwLjc5MDA5NyAKTCAxMDcuNjY5MDkxIDcwLjc5MDA5NyAKTCAxMDcuNjY5MDkxIDQ2LjkwMzgwNiAKTCAxMDUuNTcwOTA5IDQ2LjkwMzgwNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTExLjg2NTQ1NSA3MC43OTAwOTcgCkwgMTEzLjk2MzYzNiA3MC43OTAwOTcgCkwgMTEzLjk2MzYzNiA0OS4wODI2MjMgCkwgMTExLjg2NTQ1NSA0OS4wODI2MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80OCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDExMy45NjM2MzYgNzAuNzkwMDk3IApMIDExNi4wNjE4MTggNzAuNzkwMDk3IApMIDExNi4wNjE4MTggNDkuNTY2ODA1IApMIDExMy45NjM2MzYgNDkuNTY2ODA1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNDkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYWMxZDJlODgyKSIgZD0iTSAxMTYuMDYxODE4IDcwLjc5MDA5NyAKTCAxMTguMTYgNzAuNzkwMDk3IApMIDExOC4xNiAyOS44NzY3NTQgCkwgMTE2LjA2MTgxOCAyOS44NzY3NTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDExOC4xNiA3MC43OTAwOTcgCkwgMTIwLjI1ODE4MiA3MC43OTAwOTcgCkwgMTIwLjI1ODE4MiA0OC41MTc3NDUgCkwgMTE4LjE2IDQ4LjUxNzc0NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUxIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwM2FjMWQyZTg4MikiIGQ9Ik0gMTIwLjI1ODE4MiA3MC43OTAwOTcgCkwgMTIyLjM1NjM2NCA3MC43OTAwOTcgCkwgMTIyLjM1NjM2NCA0OS41NjY4MDUgCkwgMTIwLjI1ODE4MiA0OS41NjY4MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhYzFkMmU4ODIpIiBkPSJNIDEyMi4zNTYzNjQgNzAuNzkwMDk3IApMIDEyNC40NTQ1NDUgNzAuNzkwMDk3IApMIDEyNC40NTQ1NDUgMjcuMTMzMDU5IApMIDEyMi4zNTYzNjQgMjcuMTMzMDU5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTMiPgogICAgPHBhdGggZD0iTSAxNC4zIDcwLjc5MDA5NyAKTCAxNC4zIDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDEyOS43IDcwLjc5MDA5NyAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTUiPgogICAgPHBhdGggZD0iTSAxNC4zIDcwLjc5MDA5NyAKTCAxMjkuNyA3MC43OTAwOTcgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NiI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icDNhYzFkMmU4ODIiPgogICA8cmVjdCBoZWlnaHQ9IjU5Ljk5MDA5NyIgd2lkdGg9IjExNS40IiB4PSIxNC4zIiB5PSIxMC44Ii8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives-7583549271013657996,#minihistogram-7583549271013657996&quot;\n",
-       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-7583549271013657996&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#-7583549271013657996-statistics&quot;\n",
-       "                       aria-controls=&quot;-7583549271013657996-statistics&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#-7583549271013657996-histogram&quot;\n",
-       "                       aria-controls=&quot;-7583549271013657996-histogram&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#-7583549271013657996-frequency_table&quot;\n",
-       "                       aria-controls=&quot;-7583549271013657996-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#-7583549271013657996-extreme_values&quot;\n",
-       "                       aria-controls=&quot;-7583549271013657996-extreme_values&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-7583549271013657996-statistics&quot;&gt;\n",
-       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "            &lt;td&gt;0.36&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;0.46&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q1&lt;/th&gt;\n",
-       "            &lt;td&gt;0.56&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Median&lt;/th&gt;\n",
-       "            &lt;td&gt;0.72&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q3&lt;/th&gt;\n",
-       "            &lt;td&gt;0.87&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;0.98&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "            &lt;td&gt;1&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Range&lt;/th&gt;\n",
-       "            &lt;td&gt;0.64&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
-       "            &lt;td&gt;0.31&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.1711691106&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.2390290388&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
-       "            &lt;td&gt;-1.239040282&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Mean&lt;/th&gt;\n",
-       "            &lt;td&gt;0.7161017401&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;MAD&lt;/th&gt;\n",
-       "            &lt;td&gt;0.1503887145&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
-       "            &lt;td&gt;-0.02662174986&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Sum&lt;/th&gt;\n",
-       "            &lt;td&gt;10740.81&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Variance&lt;/th&gt;\n",
-       "            &lt;td&gt;0.02929886443&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
-       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-7583549271013657996-histogram&quot;&gt;\n",
-       "                    &lt;img 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ClEgMjMuODI4MTI1IDM2LjcxODc1IDIwLjc1IDM1LjU5Mzc1IApRIDE3LjY3MTg3NSAzNC40Njg3NSAxNC41OTM3NSAzMS43ODEyNSAKTCA2IDMxLjc4MTI1IApMIDguMjk2ODc1IDY4Ljc5Njg3NSAKTCA0Ny40MDYyNSA2OC43OTY4NzUgCkwgNDcuNDA2MjUgNjEuMzI4MTI1IApMIDE2LjMxMjUgNjEuMzI4MTI1IApMIDE0Ljk4NDM3NSAzOS41IApRIDIwLjcwMzEyNSA0My44OTA2MjUgMjkuMjAzMTI1IDQzLjg5MDYyNSAKUSAzOS4zNTkzNzUgNDMuODkwNjI1IDQ1LjM5MDYyNSAzNy45Mzc1IApRIDUxLjQyMTg3NSAzMS45ODQzNzUgNTEuNDIxODc1IDIyLjQwNjI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS45MDQ5MDkgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTk0LjYyNzg0MSAyNDkuNzI5NDM3IApMIDE5NC42Mjc4NDEgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjE5NC42Mjc4NDEiIHhsaW5rOmhyZWY9IiNtOWQzMWFlMmYzOSIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDAuNiAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUxLjIxODc1IDIyLjUxNTYyNSAKUSA1MS4yMTg3NSAxMS42MjUgNDUuMzEyNSA1LjMxMjUgClEgMzkuNDA2MjUgLTAuOTg0Mzc1IDI5IC0wLjk4NDM3NSAKUSAxNy4zOTA2MjUgLTAuOTg0Mzc1IDExLjIzNDM3NSA3LjY1NjI1IApRIDUuMDc4MTI1IDE2LjMxMjUgNS4wNzgxMjUgMzIuODEyNSAKUSA1LjA3ODEyNSA1MC42ODc1IDExLjQ2ODc1IDYwLjI1IApRIDE3Ljg3NSA2OS44MjgxMjUgMjkuNjg3NSA2OS44MjgxMjUgClEgNDUuMjY1NjI1IDY5LjgyODEyNSA0OS4zMTI1IDU1LjgxMjUgCkwgNDAuOTIxODc1IDU0LjI5Njg3NSAKUSAzOC4zMjgxMjUgNjIuNzAzMTI1IDI5LjU5Mzc1IDYyLjcwMzEyNSAKUSAyMi4wNzgxMjUgNjIuNzAzMTI1IDE3LjkzNzUgNTUuNjg3NSAKUSAxMy44MTI1IDQ4LjY4NzUgMTMuODEyNSAzNS40MDYyNSAKUSAxNi4yMTg3NSAzOS44NDM3NSAyMC41NjI1IDQyLjE1NjI1IApRIDI0LjkwNjI1IDQ0LjQ4NDM3NSAzMC41MTU2MjUgNDQuNDg0Mzc1IApRIDQwLjA0Njg3NSA0NC40ODQzNzUgNDUuNjI1IDM4LjUxNTYyNSAKUSA1MS4yMTg3NSAzMi41NjI1IDUxLjIxODc1IDIyLjUxNTYyNSAKegpNIDQyLjI4MTI1IDIyLjEyNSAKUSA0Mi4yODEyNSAyOS41OTM3NSAzOC42MjUgMzMuNjQwNjI1IApRIDM0Ljk2ODc1IDM3LjcwMzEyNSAyOC40MjE4NzUgMzcuNzAzMTI1IApRIDIyLjI2NTYyNSAzNy43MDMxMjUgMTguNDg0Mzc1IDM0LjEwOTM3NSAKUSAxNC43MDMxMjUgMzAuNTE1NjI1IDE0LjcwMzEyNSAyNC4yMTg3NSAKUSAxNC43MDMxMjUgMTYuMjY1NjI1IDE4LjYyNSAxMS4xODc1IApRIDIyLjU2MjUgNi4xMDkzNzUgMjguNzE4NzUgNi4xMDkzNzUgClEgMzUuMDYyNSA2LjEwOTM3NSAzOC42NzE4NzUgMTAuMzc1IApRIDQyLjI4MTI1IDE0LjY1NjI1IDQyLjI4MTI1IDIyLjEyNSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNDYuMjY0OTE1IiB4bGluazpocmVmPSIjbTlkMzFhZTJmMzkiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF80Ij4KICAgICAgPCEtLSAwLjcgLS0%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSAyOTcuOTAxOTg5IDI0OS43Mjk0MzcgCkwgMjk3LjkwMTk4OSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI5Ny45MDE5ODkiIHhsaW5rOmhyZWY9IiNtOWQzMWFlMmYzOSIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDAuOCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyOTQuODE2MTMgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM0OS41MzkwNjMgMjQ5LjcyOTQzNyAKTCAzNDkuNTM5MDYzIDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzQ5LjUzOTA2MyIgeGxpbms6aHJlZj0iI205ZDMxYWUyZjM5IiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM0Ni40NTMyMDQgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDQwMS4xNzYxMzYgMjQ5LjcyOTQzNyAKTCA0MDEuMTc2MTM2IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjE3NjEzNiIgeGxpbms6aHJlZj0iI205ZDMxYWUyZjM5IiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA1NC4xNzUgMjQ5LjcyOTQzNyAKTCA0MTcuNyAyNDkuNzI5NDM3IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTIzZjAzZWIxNzUiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI20yM2YwM2ViMTc1IiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM4LjExNDA2MyAyNTMuMzUyODc1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDU0LjE3NSAyMTguMDYwMTU2IApMIDQxNy43IDIxOC4wNjAxNTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTIzZjAzZWIxNzUiIHk9IjIxOC4wNjAxNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSAxMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggMjIxLjY4MzU5MylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gNTQuMTc1IDE4Ni4zOTA4NzUgCkwgNDE3LjcgMTg2LjM5MDg3NSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtMjNmMDNlYjE3NSIgeT0iMTg2LjM5MDg3NSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAyMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAxOTAuMDE0MzEyKXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI20yM2YwM2ViMTc1IiB5PSIxNTQuNzIxNTkzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIDMwMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUxLjIxODc1IDE5IApRIDUxLjIxODc1IDkuNDY4NzUgNDUuMTU2MjUgNC4yMzQzNzUgClEgMzkuMTA5Mzc1IC0wLjk4NDM3NSAyNy44NzUgLTAuOTg0Mzc1IApRIDE3LjQzNzUgLTAuOTg0Mzc1IDExLjIwMzEyNSAzLjczNDM3NSAKUSA0Ljk4NDM3NSA4LjQ1MzEyNSAzLjgxMjUgMTcuNjcxODc1IApMIDEyLjg5MDYyNSAxOC41IApRIDE0LjY1NjI1IDYuMjk2ODc1IDI3Ljg3NSA2LjI5Njg3NSAKUSAzNC41MTU2MjUgNi4yOTY4NzUgMzguMjk2ODc1IDkuNTYyNSAKUSA0Mi4wOTM3NSAxMi44NDM3NSA0Mi4wOTM3NSAxOS4yODEyNSAKUSA0Mi4wOTM3NSAyNC45MDYyNSAzNy43NjU2MjUgMjguMDQ2ODc1IApRIDMzLjQ1MzEyNSAzMS4yMDMxMjUgMjUuMjk2ODc1IDMxLjIwMzEyNSAKTCAyMC4zMTI1IDMxLjIwMzEyNSAKTCAyMC4zMTI1IDM4LjgxMjUgCkwgMjUuMDkzNzUgMzguODEyNSAKUSAzMi4zMjgxMjUgMzguODEyNSAzNi4yOTY4NzUgNDEuOTY4NzUgClEgNDAuMjgxMjUgNDUuMTI1IDQwLjI4MTI1IDUwLjY4NzUgClEgNDAuMjgxMjUgNTYuMjAzMTI1IDM3LjAzMTI1IDU5LjM5MDYyNSAKUSAzMy43OTY4NzUgNjIuNTkzNzUgMjcuMzkwNjI1IDYyLjU5Mzc1IApRIDIxLjU3ODEyNSA2Mi41OTM3NSAxNy45ODQzNzUgNTkuNjA5Mzc1IApRIDE0LjQwNjI1IDU2LjY0MDYyNSAxMy44MTI1IDUxLjIxODc1IApMIDQuOTg0Mzc1IDUxLjkwNjI1IApRIDUuOTUzMTI1IDYwLjM1OTM3NSAxMS45ODQzNzUgNjUuMDkzNzUgClEgMTguMDE1NjI1IDY5LjgyODEyNSAyNy40ODQzNzUgNjkuODI4MTI1IApRIDM3Ljg0Mzc1IDY5LjgyODEyNSA0My41NzgxMjUgNjUuMDE1NjI1IApRIDQ5LjMxMjUgNjAuMjAzMTI1IDQ5LjMxMjUgNTEuNjA5Mzc1IApRIDQ5LjMxMjUgNDUuMDE1NjI1IDQ1LjYyNSA0MC44OTA2MjUgClEgNDEuOTM3NSAzNi43NjU2MjUgMzQuOTA2MjUgMzUuMjk2ODc1IApMIDM0LjkwNjI1IDM1LjEwOTM3NSAKUSA0Mi42MjUgMzQuMjgxMjUgNDYuOTIxODc1IDI5LjkzNzUgClEgNTEuMjE4NzUgMjUuNTkzNzUgNTEuMjE4NzUgMTkgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDE1OC4zNDUwMzEpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDU0LjE3NSAxMjMuMDUyMzEyIApMIDQxNy43IDEyMy4wNTIzMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTIzZjAzZWIxNzUiIHk9IjEyMy4wNTIzMTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgIDwhLS0gNDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDEyNi42NzU3NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gNTQuMTc1IDkxLjM4MzAzMSAKTCA0MTcuNyA5MS4zODMwMzEgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbTIzZjAzZWIxNzUiIHk9IjkxLjM4MzAzMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSA1MDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggOTUuMDA2NDY4KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtMjNmMDNlYjE3NSIgeT0iNTkuNzEzNzQ5Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIDYwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCA2My4zMzcxODcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMjkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDU0LjE3NSAyOC4wNDQ0NjggCkwgNDE3LjcgMjguMDQ0NDY4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI20yM2YwM2ViMTc1IiB5PSIyOC4wNDQ0NjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNSI%2BCiAgICAgIDwhLS0gNzAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDMxLjY2NzkwNilzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%2BCiAgICAgPGRlZnM%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%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%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%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA3MC42OTg4NjQgMjQ5LjcyOTQzNyAKTCA3Ny4zMDg0MDkgMjQ5LjcyOTQzNyAKTCA3Ny4zMDg0MDkgMjI1LjM0NDA5MSAKTCA3MC42OTg4NjQgMjI1LjM0NDA5MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA3Ny4zMDg0MDkgMjQ5LjcyOTQzNyAKTCA4My45MTc5NTUgMjQ5LjcyOTQzNyAKTCA4My45MTc5NTUgMjMzLjg5NDc5NyAKTCA3Ny4zMDg0MDkgMjMzLjg5NDc5NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSA4My45MTc5NTUgMjQ5LjcyOTQzNyAKTCA5MC41Mjc1IDI0OS43Mjk0MzcgCkwgOTAuNTI3NSAyMzMuMjYxNDExIApMIDgzLjkxNzk1NSAyMzMuMjYxNDExIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDkwLjUyNzUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMjEyLjk5MzA3MSAKTCA5MC41Mjc1IDIxMi45OTMwNzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gOTcuMTM3MDQ1IDI0OS43Mjk0MzcgCkwgMTAzLjc0NjU5MSAyNDkuNzI5NDM3IApMIDEwMy43NDY1OTEgMjMxLjk5NDY0IApMIDk3LjEzNzA0NSAyMzEuOTk0NjQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTAzLjc0NjU5MSAyNDkuNzI5NDM3IApMIDExMC4zNTYxMzYgMjQ5LjcyOTQzNyAKTCAxMTAuMzU2MTM2IDIzMy44OTQ3OTcgCkwgMTAzLjc0NjU5MSAyMzMuODk0Nzk3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDExMC4zNTYxMzYgMjQ5LjcyOTQzNyAKTCAxMTYuOTY1NjgyIDI0OS43Mjk0MzcgCkwgMTE2Ljk2NTY4MiAyMzUuNzk0OTUzIApMIDExMC4zNTYxMzYgMjM1Ljc5NDk1MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTE2Ljk2NTY4MiAyNDkuNzI5NDM3IApMIDEyMy41NzUyMjcgMjQ5LjcyOTQzNyAKTCAxMjMuNTc1MjI3IDE0Ni40ODc1OCAKTCAxMTYuOTY1NjgyIDE0Ni40ODc1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDE1MC4wMTM0MDkgMjQ5LjcyOTQzNyAKTCAxNTYuNjIyOTU1IDI0OS43Mjk0MzcgCkwgMTU2LjYyMjk1NSAxNTEuODcxMzU4IApMIDE1MC4wMTM0MDkgMTUxLjg3MTM1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMTU2LjYyMjk1NSAyNDkuNzI5NDM3IApMIDE2My4yMzI1IDI0OS43Mjk0MzcgCkwgMTYzLjIzMjUgMTQ3LjEyMDk2NiAKTCAxNTYuNjIyOTU1IDE0Ny4xMjA5NjYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDE2My4yMzI1IDI0OS43Mjk0MzcgCkwgMTY5Ljg0MjA0NSAyNDkuNzI5NDM3IApMIDE2OS44NDIwNDUgMjUuNTEwOTI2IApMIDE2My4yMzI1IDI1LjUxMDkyNiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDE5Ni4yODAyMjcgMjQ5LjcyOTQzNyAKTCAyMDIuODg5NzczIDI0OS43Mjk0MzcgCkwgMjAyLjg4OTc3MyAxNzUuNjIzMzE5IApMIDE5Ni4yODAyMjcgMTc1LjYyMzMxOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8yNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDIxNi4xMDg4NjQgMjQ5LjcyOTQzNyAKTCAyMjIuNzE4NDA5IDI0OS43Mjk0MzcgCkwgMjIyLjcxODQwOSAxODYuMDc0MTgyIApMIDIxNi4xMDg4NjQgMTg2LjA3NDE4MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDI0OS4xNTY1OTEgMjQ5LjcyOTQzNyAKTCAyNTUuNzY2MTM2IDI0OS43Mjk0MzcgCkwgMjU1Ljc2NjEzNiAxODcuNjU3NjQ2IApMIDI0OS4xNTY1OTEgMTg3LjY1NzY0NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDI2OC45ODUyMjcgMjQ5LjcyOTQzNyAKTCAyNzUuNTk0NzczIDI0OS43Mjk0MzcgCkwgMjc1LjU5NDc3MyAxNzQuMzU2NTQ4IApMIDI2OC45ODUyMjcgMTc0LjM1NjU0OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM0Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMjc1LjU5NDc3MyAyNDkuNzI5NDM3IApMIDI4Mi4yMDQzMTggMjQ5LjcyOTQzNyAKTCAyODIuMjA0MzE4IDE4MS4zMjM3OSAKTCAyNzUuNTk0NzczIDE4MS4zMjM3OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMjgyLjIwNDMxOCAyNDkuNzI5NDM3IApMIDI4OC44MTM4NjQgMjQ5LjcyOTQzNyAKTCAyODguODEzODY0IDk4LjY2Njk2NSAKTCAyODIuMjA0MzE4IDk4LjY2Njk2NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMjg4LjgxMzg2NCAyNDkuNzI5NDM3IApMIDI5NS40MjM0MDkgMjQ5LjcyOTQzNyAKTCAyOTUuNDIzNDA5IDE3My40MDY0NjkgCkwgMjg4LjgxMzg2NCAxNzMuNDA2NDY5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YWRmYWI5NWFiKSIgZD0iTSAyOTUuNDIzNDA5IDI0OS43Mjk0MzcgCkwgMzAyLjAzMjk1NSAyNDkuNzI5NDM3IApMIDMwMi4wMzI5NTUgMTcwLjIzOTU0MSAKTCAyOTUuNDIzNDA5IDE3MC4yMzk1NDEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDMwMi4wMzI5NTUgMjQ5LjcyOTQzNyAKTCAzMDguNjQyNSAyNDkuNzI5NDM3IApMIDMwOC42NDI1IDkzLjkxNjU3MyAKTCAzMDIuMDMyOTU1IDkzLjkxNjU3MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzA4LjY0MjUgMjQ5LjcyOTQzNyAKTCAzMTUuMjUyMDQ1IDI0OS43Mjk0MzcgCkwgMzE1LjI1MjA0NSAxNjQuNTM5MDcxIApMIDMwOC42NDI1IDE2NC41MzkwNzEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDMxNS4yNTIwNDUgMjQ5LjcyOTQzNyAKTCAzMjEuODYxNTkxIDI0OS43Mjk0MzcgCkwgMzIxLjg2MTU5MSAxNTYuNjIxNzUgCkwgMzE1LjI1MjA0NSAxNTYuNjIxNzUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDMyMS44NjE1OTEgMjQ5LjcyOTQzNyAKTCAzMjguNDcxMTM2IDI0OS43Mjk0MzcgCkwgMzI4LjQ3MTEzNiAxNDkuNjU0NTA4IApMIDMyMS44NjE1OTEgMTQ5LjY1NDUwOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzI4LjQ3MTEzNiAyNDkuNzI5NDM3IApMIDMzNS4wODA2ODIgMjQ5LjcyOTQzNyAKTCAzMzUuMDgwNjgyIDYwLjAzMDQ0MiAKTCAzMjguNDcxMTM2IDYwLjAzMDQ0MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80NSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM0OC4yOTk3NzMgMjQ5LjcyOTQzNyAKTCAzNTQuOTA5MzE4IDI0OS43Mjk0MzcgCkwgMzU0LjkwOTMxOCA1OS43MTM3NDkgCkwgMzQ4LjI5OTc3MyA1OS43MTM3NDkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80NiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM1NC45MDkzMTggMjQ5LjcyOTQzNyAKTCAzNjEuNTE4ODY0IDI0OS43Mjk0MzcgCkwgMzYxLjUxODg2NCAxNjQuNTM5MDcxIApMIDM1NC45MDkzMTggMTY0LjUzOTA3MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80OSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM3NC43Mzc5NTUgMjQ5LjcyOTQzNyAKTCAzODEuMzQ3NSAyNDkuNzI5NDM3IApMIDM4MS4zNDc1IDg5LjE2NjE4MSAKTCAzNzQuNzM3OTU1IDg5LjE2NjE4MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzgxLjM0NzUgMjQ5LjcyOTQzNyAKTCAzODcuOTU3MDQ1IDI0OS43Mjk0MzcgCkwgMzg3Ljk1NzA0NSAxNjIuMzIyMjIxIApMIDM4MS4zNDc1IDE2Mi4zMjIyMjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDVhZGZhYjk1YWIpIiBkPSJNIDM4Ny45NTcwNDUgMjQ5LjcyOTQzNyAKTCAzOTQuNTY2NTkxIDI0OS43Mjk0MzcgCkwgMzk0LjU2NjU5MSAxNjYuNDM5MjI3IApMIDM4Ny45NTcwNDUgMTY2LjQzOTIyNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWFkZmFiOTVhYikiIGQ9Ik0gMzk0LjU2NjU5MSAyNDkuNzI5NDM3IApMIDQwMS4xNzYxMzYgMjQ5LjcyOTQzNyAKTCA0MDEuMTc2MTM2IDc4LjM5ODYyNSAKTCAzOTQuNTY2NTkxIDc4LjM5ODYyNSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNTQuMTc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDQxNy43IDI0OS43Mjk0MzcgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU1Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU2Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InA1YWRmYWI5NWFiIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNDI5NDM3IiB3aWR0aD0iMzYzLjUyNSIgeD0iNTQuMTc1IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50)&lt;/div&gt;\n",
-       "\n",
-       "    &lt;img 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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSAxOTguMDc5NTQ1IDI0OS43Mjk0MzcgCkwgMTk4LjA3OTU0NSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTk4LjA3OTU0NSIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE5NC45OTM2ODcgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gMjQ4LjkxNzYxNCAyNDkuNzI5NDM3IApMIDI0OC45MTc2MTQgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI0OC45MTc2MTQiIHhsaW5rOmhyZWY9IiNtZmI0NjE1MTIwMCIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIDAuNyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNDUuODMxNzU1IDI3NS4xODI1MzYpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDI5OS43NTU2ODIgMjQ5LjcyOTQzNyAKTCAyOTkuNzU1NjgyIDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjk5Ljc1NTY4MiIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNSI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI5Ni42Njk4MjQgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDM1MC41OTM3NSAyNDkuNzI5NDM3IApMIDM1MC41OTM3NSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM1MC41OTM3NSIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM0Ny41MDc4OTIgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDQwMS40MzE4MTggMjQ5LjcyOTQzNyAKTCA0MDEuNDMxODE4IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjQzMTgxOCIgeGxpbms6aHJlZj0iI21mYjQ2MTUxMjAwIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTFkMTY3ZWQ4ZDgiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtMWQxNjdlZDhkOCIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDAgLS0%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%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%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDU5LjggMTcxLjYwNDUyIApMIDQxNy43IDE3MS42MDQ1MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTFkMTY3ZWQ4ZDgiIHk9IjE3MS42MDQ1MiIvPgogICAgICA8L2c%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxNzUuMjI3OTU4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gNTkuOCAxMzIuNTQyMDYyIApMIDQxNy43IDEzMi41NDIwNjIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20xZDE2N2VkOGQ4IiB5PSIxMzIuNTQyMDYyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIDMwMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDEzNi4xNjU0OTkpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSA1OS44IDkzLjQ3OTYwMyAKTCA0MTcuNyA5My40Nzk2MDMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20xZDE2N2VkOGQ4IiB5PSI5My40Nzk2MDMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgIDwhLS0gNDAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDk3LjEwMzA0MSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDU5LjggNTQuNDE3MTQ1IApMIDQxNy43IDU0LjQxNzE0NSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTFkMTY3ZWQ4ZDgiIHk9IjU0LjQxNzE0NSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSA1MDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgNTguMDQwNTgyKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gNTkuOCAxNS4zNTQ2ODYgCkwgNDE3LjcgMTUuMzU0Njg2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtMWQxNjdlZDhkOCIgeT0iMTUuMzU0Njg2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIDYwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxOC45NzgxMjQpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%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%2BCiAgICAgIDx1c2UgeD0iMjYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgPHVzZSB4PSI0MjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gNzYuMDY4MTgyIDI0OS43Mjk0MzcgCkwgMTE5LjI4MDU0IDI0OS43Mjk0MzcgCkwgMTE5LjI4MDU0IDIzMi4zNDY2NDMgCkwgNzYuMDY4MTgyIDIzMi4zNDY2NDMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gMTE5LjI4MDU0IDI0OS43Mjk0MzcgCkwgMTI0LjM2NDM0NyAyNDkuNzI5NDM3IApMIDEyNC4zNjQzNDcgMjQ1LjIzNzI1NSAKTCAxMTkuMjgwNTQgMjQ1LjIzNzI1NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSAxMjQuMzY0MzQ3IDI0OS43Mjk0MzcgCkwgMTM0LjUzMTk2IDI0OS43Mjk0MzcgCkwgMTM0LjUzMTk2IDIzNC43Mjk0NTMgCkwgMTI0LjM2NDM0NyAyMzQuNzI5NDUzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDEzNC41MzE5NiAyNDkuNzI5NDM3IApMIDE4NS4zNzAwMjggMjQ5LjcyOTQzNyAKTCAxODUuMzcwMDI4IDEyMC4xMjAyIApMIDEzNC41MzE5NiAxMjAuMTIwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A2NGY4ZDExMThhKSIgZD0iTSAxODUuMzcwMDI4IDI0OS43Mjk0MzcgCkwgMzEyLjQ2NTE5OSAyNDkuNzI5NDM3IApMIDMxMi40NjUxOTkgMjUuNTEwOTI2IApMIDE4NS4zNzAwMjggMjUuNTEwOTI2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDY0ZjhkMTExOGEpIiBkPSJNIDMxMi40NjUxOTkgMjQ5LjcyOTQzNyAKTCAzNTguMjE5NDYgMjQ5LjcyOTQzNyAKTCAzNTguMjE5NDYgMTQ3LjgxNTQ4MyAKTCAzMTIuNDY1MTk5IDE0Ny44MTU0ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNjRmOGQxMTE4YSkiIGQ9Ik0gMzU4LjIxOTQ2IDI0OS43Mjk0MzcgCkwgMzk4Ljg4OTkxNSAyNDkuNzI5NDM3IApMIDM5OC44ODk5MTUgMTY3LjUwMjk2MiAKTCAzNTguMjE5NDYgMTY3LjUwMjk2MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BCiAgICA8cGF0aCBkPSJNIDU5LjggMjQ5LjcyOTQzNyAKTCA0MTcuNyAyNDkuNzI5NDM3IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggZD0iTSA1OS44IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InA2NGY4ZDExMThhIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNDI5NDM3IiB3aWR0aD0iMzU3LjkiIHg9IjU5LjgiIHk9IjE0LjMiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[0.36  0.445 0.455 0.475 0.575 0.825 0.915 0.995 1.   ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
-       "\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-7583549271013657996-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.55&quot;&gt;\n",
-       "                0.55\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                358\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.5&quot;&gt;\n",
-       "                0.5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                353\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.54&quot;&gt;\n",
-       "                0.54\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                350\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.51&quot;&gt;\n",
-       "                0.51\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                345\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.57&quot;&gt;\n",
-       "                0.57\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                333\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.49&quot;&gt;\n",
-       "                0.49\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                332\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.87&quot;&gt;\n",
-       "                0.87\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                326\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.53&quot;&gt;\n",
-       "                0.53\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                324\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.56&quot;&gt;\n",
-       "                0.56\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                322\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.85&quot;&gt;\n",
-       "                0.85\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                316\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;other&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (55)&quot;&gt;\n",
-       "                Other values (55)\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                11640\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                77.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-7583549271013657996-extreme_values&quot;&gt;\n",
-       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.36&quot;&gt;\n",
-       "                0.36\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                22\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:38.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.37&quot;&gt;\n",
-       "                0.37\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                55\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:96.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.38&quot;&gt;\n",
-       "                0.38\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                50\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:87.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.39&quot;&gt;\n",
-       "                0.39\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                52\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:91.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.4&quot;&gt;\n",
-       "                0.4\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                57\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "\n",
-       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
-       "                1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                283\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.99&quot;&gt;\n",
-       "                0.99\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                258\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:91.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.98&quot;&gt;\n",
-       "                0.98\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                263\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.97&quot;&gt;\n",
-       "                0.97\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                276\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:97.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.96&quot;&gt;\n",
-       "                0.96\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                249\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:88.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_number_project&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;number_project&quot;&gt;number_project&lt;br/&gt;\n",
-       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;6&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
-       "                    &lt;td&gt;3.803053537&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "                    &lt;td&gt;2&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "                    &lt;td&gt;7&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram3608851040952346952&quot;&gt;\n",
-       "    &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%2BCjwhRE9DVFlQRSBzdmcgUFVCTElDICItLy9XM0MvL0RURCBTVkcgMS4xLy9FTiIKICAiaHR0cDovL3d3dy53My5vcmcvR3JhcGhpY3MvU1ZHLzEuMS9EVEQvc3ZnMTEuZHRkIj4KPCEtLSBDcmVhdGVkIHdpdGggbWF0cGxvdGxpYiAoaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pIC0tPgo8c3ZnIGhlaWdodD0iMTA4cHQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDE0NCAxMDgiIHdpZHRoPSIxNDRwdCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI%2BCiA8ZGVmcz4KICA8c3R5bGUgdHlwZT0idGV4dC9jc3MiPgoqe3N0cm9rZS1saW5lY2FwOmJ1dHQ7c3Ryb2tlLWxpbmVqb2luOnJvdW5kO30KICA8L3N0eWxlPgogPC9kZWZzPgogPGcgaWQ9ImZpZ3VyZV8xIj4KICA8ZyBpZD0icGF0Y2hfMSI%2BCiAgIDxwYXRoIGQ9Ik0gMCAxMDggCkwgMTQ0IDEwOCAKTCAxNDQgMCAKTCAwIDAgCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogIDwvZz4KICA8ZyBpZD0iYXhlc18xIj4KICAgPGcgaWQ9InBhdGNoXzIiPgogICAgPHBhdGggZD0iTSAxNC4zIDc4LjU2ODI3MiAKTCAxMjkuNyA3OC41NjgyNzIgCkwgMTI5LjcgMTAuOCAKTCAxNC4zIDEwLjggCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5MzFhZGRiYzRhKSIgZD0iTSAxOS41NDU0NTUgNzguNTY4MjcyIApMIDE5LjU0NTQ1NSAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im0xNjAzNDM3NmQyIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIxOS41NDU0NTUiIHhsaW5rOmhyZWY9IiNtMTYwMzQzNzZkMiIgeT0iNzguNTY4MjcyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%2BCiAgICAgIDwhLS0gMiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5MzFhZGRiYzRhKSIgZD0iTSA2MS41MDkwOTEgNzguNTY4MjcyIApMIDYxLjUwOTA5MSAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjEuNTA5MDkxIiB4bGluazpocmVmPSIjbTE2MDM0Mzc2ZDIiIHk9Ijc4LjU2ODI3MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIDQgLS0%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%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gNiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMDMuMzYyNjg0IDk2LjMxMzQ2NSlyb3RhdGUoLTQ1KXNjYWxlKDAuMDggLTAuMDgpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5MzFhZGRiYzRhKSIgZD0iTSAxOS41NDU0NTUgNzguNTY4MjcyIApMIDM3LjAzMDMwMyA3OC41NjgyNzIgCkwgMzcuMDMwMzAzIDQzLjI1OTEyOCAKTCAxOS41NDU0NTUgNDMuMjU5MTI4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDkzMWFkZGJjNGEpIiBkPSJNIDM3LjAzMDMwMyA3OC41NjgyNzIgCkwgNTQuNTE1MTUyIDc4LjU2ODI3MiAKTCA1NC41MTUxNTIgMTguNjEwNzQzIApMIDM3LjAzMDMwMyAxOC42MTA3NDMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTMxYWRkYmM0YSkiIGQ9Ik0gNTQuNTE1MTUyIDc4LjU2ODI3MiAKTCA3MiA3OC41NjgyNzIgCkwgNzIgMTQuMDI3MDYxIApMIDU0LjUxNTE1MiAxNC4wMjcwNjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTMxYWRkYmM0YSkiIGQ9Ik0gNzIgNzguNTY4MjcyIApMIDg5LjQ4NDg0OCA3OC41NjgyNzIgCkwgODkuNDg0ODQ4IDM3Ljc0MzkyMyAKTCA3MiAzNy43NDM5MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTMxYWRkYmM0YSkiIGQ9Ik0gODkuNDg0ODQ4IDc4LjU2ODI3MiAKTCAxMDYuOTY5Njk3IDc4LjU2ODI3MiAKTCAxMDYuOTY5Njk3IDYxLjIwOTQyMiAKTCA4OS40ODQ4NDggNjEuMjA5NDIyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDkzMWFkZGJjNGEpIiBkPSJNIDEwNi45Njk2OTcgNzguNTY4MjcyIApMIDEyNC40NTQ1NDUgNzguNTY4MjcyIApMIDEyNC40NTQ1NDUgNzQuNzgzMDM3IApMIDEwNi45Njk2OTcgNzQuNzgzMDM3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgNzguNTY4MjcyIApMIDE0LjMgMTAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGQ9Ik0gMTI5LjcgNzguNTY4MjcyIApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgNzguNTY4MjcyIApMIDEyOS43IDc4LjU2ODI3MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gMTQuMyAxMC44IApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwOTMxYWRkYmM0YSI%2BCiAgIDxyZWN0IGhlaWdodD0iNjcuNzY4MjcyIiB3aWR0aD0iMTE1LjQiIHg9IjE0LjMiIHk9IjEwLjgiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; alt=&quot;Mini histogram&quot;&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives3608851040952346952,#minihistogram3608851040952346952&quot;\n",
-       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives3608851040952346952&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#3608851040952346952-statistics&quot;\n",
-       "                       aria-controls=&quot;3608851040952346952-statistics&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#3608851040952346952-histogram&quot;\n",
-       "                       aria-controls=&quot;3608851040952346952-histogram&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#3608851040952346952-frequency_table&quot;\n",
-       "                       aria-controls=&quot;3608851040952346952-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#3608851040952346952-extreme_values&quot;\n",
-       "                       aria-controls=&quot;3608851040952346952-extreme_values&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;3608851040952346952-statistics&quot;&gt;\n",
-       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "            &lt;td&gt;2&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;2&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q1&lt;/th&gt;\n",
-       "            &lt;td&gt;3&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Median&lt;/th&gt;\n",
-       "            &lt;td&gt;4&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q3&lt;/th&gt;\n",
-       "            &lt;td&gt;5&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;6&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "            &lt;td&gt;7&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Range&lt;/th&gt;\n",
-       "            &lt;td&gt;5&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
-       "            &lt;td&gt;2&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
-       "            &lt;td&gt;1.232592355&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.3241059699&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
-       "            &lt;td&gt;-0.4954779519&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Mean&lt;/th&gt;\n",
-       "            &lt;td&gt;3.803053537&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;MAD&lt;/th&gt;\n",
-       "            &lt;td&gt;1.008343748&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
-       "            &lt;td&gt;0.3377056124&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Sum&lt;/th&gt;\n",
-       "            &lt;td&gt;57042&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Variance&lt;/th&gt;\n",
-       "            &lt;td&gt;1.519283914&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
-       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;3608851040952346952-histogram&quot;&gt;\n",
-       "                    &lt;img 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YyNSA0MC44OTA2MjUgClEgNDEuOTM3NSAzNi43NjU2MjUgMzQuOTA2MjUgMzUuMjk2ODc1IApMIDM0LjkwNjI1IDM1LjEwOTM3NSAKUSA0Mi42MjUgMzQuMjgxMjUgNDYuOTIxODc1IDI5LjkzNzUgClEgNTEuMjE4NzUgMjUuNTkzNzUgNTEuMjE4NzUgMTkgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQxLjAwMzM1NSAyNzUuMjA3OTQ4KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAyMDYuMjEzNjM2IDI1NS42NTE0NTcgCkwgMjA2LjIxMzYzNiAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjA2LjIxMzYzNiIgeGxpbms6aHJlZj0iI20zMjQ1MzEyNzY5IiB5PSIyNTUuNjUxNDU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIwNi4wNzYwODIgMjc1LjIwNzk0OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gMjcxLjI4NjM2NCAyNTUuNjUxNDU3IApMIDI3MS4yODYzNjQgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI3MS4yODYzNjQiIHhsaW5rOmhyZWY9IiNtMzI0NTMxMjc2OSIgeT0iMjU1LjY1MTQ1NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIDUgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3MS4xNDg4MDkgMjc1LjIwNzk0OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gMzM2LjM1OTA5MSAyNTUuNjUxNDU3IApMIDMzNi4zNTkwOTEgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMzNi4yMjE1MzcgMjc1LjIwNzk0OClyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDQwMS40MzE4MTggMjU1LjY1MTQ1NyAKTCA0MDEuNDMxODE4IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjQzMTgxOCIgeGxpbms6aHJlZj0iI20zMjQ1MzEyNzY5IiB5PSIyNTUuNjUxNDU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%2BCiAgICAgIDwhLS0gNyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTQiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTZlYjhlN2EyNzIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNmViOGU3YTI3MiIgeT0iMjU1LjY1MTQ1NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQzLjczOTA2MiAyNTkuMjc0ODk0KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDU5LjggMjAyLjk5MTk5OSAKTCA0MTcuNyAyMDIuOTkxOTk5IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNmViOGU3YTI3MiIgeT0iMjAyLjk5MTk5OSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDEwMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAyMDYuNjE1NDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gNTkuOCAxNTAuMzMyNTQyIApMIDQxNy43IDE1MC4zMzI1NDIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI202ZWI4ZTdhMjcyIiB5PSIxNTAuMzMyNTQyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gMjAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDE1My45NTU5OClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDU5LjggOTcuNjczMDg1IApMIDQxNy43IDk3LjY3MzA4NSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTZlYjhlN2EyNzIiIHk9Ijk3LjY3MzA4NSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAzMDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgMTAxLjI5NjUyMylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDU5LjggNDUuMDEzNjI4IApMIDQxNy43IDQ1LjAxMzYyOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTZlYjhlN2EyNzIiIHk9IjQ1LjAxMzYyOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSA0MDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjcuMDU2MjUgNDguNjM3MDY2KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgPCEtLSBGcmVxdWVuY3kgLS0%2BCiAgICAgPGRlZnM%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%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%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%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%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%2BCiAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIwLjU2NjI1IDE2My4zMjEwNDEpcm90YXRlKC05MClzY2FsZSgwLjEyIC0wLjEyKSI%2BCiAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTcwIi8%2BCiAgICAgIDx1c2UgeD0iNjEuMDgzOTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgIDx1c2UgeD0iOTQuMzg0NzY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgIDx1c2UgeD0iMTUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICA8dXNlIHg9IjI2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDc2LjA2ODE4MiAyNTUuNjUxNDU3IApMIDEzMC4yOTU0NTUgMjU1LjY1MTQ1NyAKTCAxMzAuMjk1NDU1IDEyOS45MDA2NzMgCkwgNzYuMDY4MTgyIDEyOS45MDA2NzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwOTQ3NjhmNDJhZikiIGQ9Ik0gMTMwLjI5NTQ1NSAyNTUuNjUxNDU3IApMIDE4NC41MjI3MjcgMjU1LjY1MTQ1NyAKTCAxODQuNTIyNzI3IDQyLjExNzM1OCAKTCAxMzAuMjk1NDU1IDQyLjExNzM1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAxODQuNTIyNzI3IDI1NS42NTE0NTcgCkwgMjM4Ljc1IDI1NS42NTE0NTcgCkwgMjM4Ljc1IDI1Ljc5MjkyNyAKTCAxODQuNTIyNzI3IDI1Ljc5MjkyNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAyMzguNzUgMjU1LjY1MTQ1NyAKTCAyOTIuOTc3MjczIDI1NS42NTE0NTcgCkwgMjkyLjk3NzI3MyAxMTAuMjU4Njk2IApMIDIzOC43NSAxMTAuMjU4Njk2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDk0NzY4ZjQyYWYpIiBkPSJNIDI5Mi45NzcyNzMgMjU1LjY1MTQ1NyAKTCAzNDcuMjA0NTQ1IDI1NS42NTE0NTcgCkwgMzQ3LjIwNDU0NSAxOTMuODI5MjU0IApMIDI5Mi45NzcyNzMgMTkzLjgyOTI1NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A5NDc2OGY0MmFmKSIgZD0iTSAzNDcuMjA0NTQ1IDI1NS42NTE0NTcgCkwgNDAxLjQzMTgxOCAyNTUuNjUxNDU3IApMIDQwMS40MzE4MTggMjQyLjE3MDYzNiAKTCAzNDcuMjA0NTQ1IDI0Mi4xNzA2MzYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNTUuNjUxNDU3IApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjU1LjY1MTQ1NyAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggZD0iTSA1OS44IDI1NS42NTE0NTcgCkwgNDE3LjcgMjU1LjY1MTQ1NyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwOTQ3NjhmNDJhZiI%2BCiAgIDxyZWN0IGhlaWdodD0iMjQxLjM1MTQ1NyIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=6)&lt;/div&gt;\n",
-       "\n",
-       "\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;3608851040952346952-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
-       "                4\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4365\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                29.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
-       "                3\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4055\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                27.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
-       "                5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2761\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                18.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:63.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
-       "                2\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2388\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                15.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1174\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                7.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
-       "                7\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                256\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:5.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;3608851040952346952-extreme_values&quot;&gt;\n",
-       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
-       "                2\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2388\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                15.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
-       "                3\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4055\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                27.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
-       "                4\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4365\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                29.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
-       "                5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2761\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                18.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:63.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1174\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                7.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "\n",
-       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
-       "                7\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                256\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:5.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1174\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                7.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:26.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
-       "                5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2761\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                18.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:63.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
-       "                4\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4365\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                29.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
-       "                3\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4055\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                27.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:92.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_promotion_last_5years&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;promotion_last_5years&quot;&gt;promotion_last_5years&lt;br/&gt;\n",
-       "            &lt;small&gt;Boolean&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats &quot;&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;2&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minifreqtable9022821798223253273&quot;&gt;\n",
-       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;0&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:100.0%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 97.9%&quot;&gt;\n",
-       "                            14680\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;1&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:2.2%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 2.1%&quot;&gt;\n",
-       "                            &amp;nbsp;\n",
-       "                    &lt;/div&gt;\n",
-       "                        319\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#freqtable9022821798223253273, #minifreqtable9022821798223253273&quot;\n",
-       "        aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 extrapadding collapse&quot; id=&quot;freqtable9022821798223253273&quot;&gt;\n",
-       "    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0&quot;&gt;\n",
-       "                0\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                14680\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                97.9%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
-       "                1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                319\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_quit&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;quit&quot;&gt;quit&lt;br/&gt;\n",
-       "            &lt;small&gt;Boolean&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats &quot;&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;2&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minifreqtable-3611759090897188771&quot;&gt;\n",
-       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;0&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:100.0%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 76.2%&quot;&gt;\n",
-       "                            11428\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;1&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:31.2%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 23.8%&quot;&gt;\n",
-       "                            3571\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#freqtable-3611759090897188771, #minifreqtable-3611759090897188771&quot;\n",
-       "        aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 extrapadding collapse&quot; id=&quot;freqtable-3611759090897188771&quot;&gt;\n",
-       "    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0&quot;&gt;\n",
-       "                0\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                11428\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                76.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
-       "                1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                3571\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                23.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:31.2%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_salary&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;salary&quot;&gt;salary&lt;br/&gt;\n",
-       "            &lt;small&gt;Categorical&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "    &lt;table class=&quot;stats&quot;&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "            &lt;td&gt;3&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "            &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "            &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "            &lt;td&gt;0&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-6 collapse in&quot; id=&quot;minifreqtable-4313207860181382574&quot;&gt;\n",
-       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;low&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:100.0%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 48.8%&quot;&gt;\n",
-       "                            7316\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;medium&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:88.1%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 43.0%&quot;&gt;\n",
-       "                            6446\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;high&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:16.9%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 8.2%&quot;&gt;\n",
-       "                            &amp;nbsp;\n",
-       "                    &lt;/div&gt;\n",
-       "                        1237\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives-4313207860181382574, #minifreqtable-4313207860181382574&quot;\n",
-       "       aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives-4313207860181382574&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#-4313207860181382574-frequency_table&quot;\n",
-       "                       aria-controls=&quot;-4313207860181382574-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#-4313207860181382574-composition&quot;\n",
-       "                       aria-controls=&quot;-4313207860181382574-composition&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Composition&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;-4313207860181382574-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;low&quot;&gt;\n",
-       "                low\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                7316\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                48.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;medium&quot;&gt;\n",
-       "                medium\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                6446\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                43.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:88.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;high&quot;&gt;\n",
-       "                high\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1237\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                8.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:16.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;-4313207860181382574-composition&quot;&gt;\n",
-       "                    &lt;div class=&quot;extrapadding&quot;&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Max length&lt;/th&gt;\n",
-       "            &lt;td&gt;6&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Mean length&lt;/th&gt;\n",
-       "            &lt;td&gt;4.371758117&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Min length&lt;/th&gt;\n",
-       "            &lt;td&gt;3&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains chars&lt;/th&gt;\n",
-       "                &lt;td&gt;True&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains digits&lt;/th&gt;\n",
-       "                &lt;td&gt;False&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains spaces&lt;/th&gt;\n",
-       "                &lt;td&gt;False&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr&gt;\n",
-       "                &lt;th&gt;Contains non-words&lt;/th&gt;\n",
-       "                &lt;td&gt;False&lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_satisfaction_level&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;satisfaction_level&quot;&gt;satisfaction_level&lt;br/&gt;\n",
-       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;92&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.6%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.6128335222&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.09&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "                    &lt;td&gt;1&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram6163564864561409128&quot;&gt;\n",
-       "    &lt;img 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42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMS45ODU4NTkgOTYuMzQ2MTY5KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDE5LjU0NTQ1NSA3My44ODM2OSAKTCAyMS42NDM2MzYgNzMuODgzNjkgCkwgMjEuNjQzNjM2IDEzLjgwMzk4NSAKTCAxOS41NDU0NTUgMTMuODAzOTg1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDIxLjY0MzYzNiA3My44ODM2OSAKTCAyMy43NDE4MTggNzMuODgzNjkgCkwgMjMuNzQxODE4IDM0LjIyODkxMiAKTCAyMS42NDM2MzYgMzQuMjI4OTEyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDIzLjc0MTgxOCA3My44ODM2OSAKTCAyNS44NCA3My44ODM2OSAKTCAyNS44NCA2MC4wODYgCkwgMjMuNzQxODE4IDYwLjA4NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSAyNS44NCA3My44ODM2OSAKTCAyNy45MzgxODIgNzMuODgzNjkgCkwgMjcuOTM4MTgyIDU3LjA0Mzk4OSAKTCAyNS44NCA1Ny4wNDM5ODkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMjcuOTM4MTgyIDczLjg4MzY5IApMIDMwLjAzNjM2NCA3My44ODM2OSAKTCAzMC4wMzYzNjQgNTkuMjE2ODU0IApMIDI3LjkzODE4MiA1OS4yMTY4NTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMzAuMDM2MzY0IDczLjg4MzY5IApMIDMyLjEzNDU0NSA3My44ODM2OSAKTCAzMi4xMzQ1NDUgNjUuODQ0MDkxIApMIDMwLjAzNjM2NCA2NS44NDQwOTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMzIuMTM0NTQ1IDczLjg4MzY5IApMIDM0LjIzMjcyNyA3My44ODM2OSAKTCAzNC4yMzI3MjcgNTkuMTA4MjExIApMIDMyLjEzNDU0NSA1OS4xMDgyMTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDM0LjIzMjcyNyA3My44ODM2OSAKTCAzNi4zMzA5MDkgNzMuODgzNjkgCkwgMzYuMzMwOTA5IDYxLjQ5ODM2MiAKTCAzNC4yMzI3MjcgNjEuNDk4MzYyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSAzNi4zMzA5MDkgNzMuODgzNjkgCkwgMzguNDI5MDkxIDczLjg4MzY5IApMIDM4LjQyOTA5MSA2MS40OTgzNjIgCkwgMzYuMzMwOTA5IDYxLjQ5ODM2MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMzguNDI5MDkxIDczLjg4MzY5IApMIDQwLjUyNzI3MyA3My44ODM2OSAKTCA0MC41MjcyNzMgNjcuMzY1MDk2IApMIDM4LjQyOTA5MSA2Ny4zNjUwOTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDQwLjUyNzI3MyA3My44ODM2OSAKTCA0Mi42MjU0NTUgNzMuODgzNjkgCkwgNDIuNjI1NDU1IDY2LjM4NzMwNyAKTCA0MC41MjcyNzMgNjYuMzg3MzA3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA0Mi42MjU0NTUgNzMuODgzNjkgCkwgNDQuNzIzNjM2IDczLjg4MzY5IApMIDQ0LjcyMzYzNiA2OS42NDY2MDQgCkwgNDIuNjI1NDU1IDY5LjY0NjYwNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNDQuNzIzNjM2IDczLjg4MzY5IApMIDQ2LjgyMTgxOCA3My44ODM2OSAKTCA0Ni44MjE4MTggNjIuMDQxNTc4IApMIDQ0LjcyMzYzNiA2Mi4wNDE1NzggCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDQ2LjgyMTgxOCA3My44ODM2OSAKTCA0OC45MiA3My44ODM2OSAKTCA0OC45MiA2NC43NTc2NTkgCkwgNDYuODIxODE4IDY0Ljc1NzY1OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNDguOTIgNzMuODgzNjkgCkwgNTEuMDE4MTgyIDczLjg4MzY5IApMIDUxLjAxODE4MiA1NC43NjI0ODIgCkwgNDguOTIgNTQuNzYyNDgyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA1MS4wMTgxODIgNzMuODgzNjkgCkwgNTMuMTE2MzY0IDczLjg4MzY5IApMIDUzLjExNjM2NCAyNy4xNjcxMDIgCkwgNTEuMDE4MTgyIDI3LjE2NzEwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNTMuMTE2MzY0IDczLjg4MzY5IApMIDU1LjIxNDU0NSA3My44ODM2OSAKTCA1NS4yMTQ1NDUgNTQuODcxMTI1IApMIDUzLjExNjM2NCA1NC44NzExMjUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDU1LjIxNDU0NSA3My44ODM2OSAKTCA1Ny4zMTI3MjcgNzMuODgzNjkgCkwgNTcuMzEyNzI3IDMyLjU5OTI2MyAKTCA1NS4yMTQ1NDUgMzIuNTk5MjYzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA1Ny4zMTI3MjcgNzMuODgzNjkgCkwgNTkuNDEwOTA5IDczLjg4MzY5IApMIDU5LjQxMDkwOSAzMi43MDc5MDcgCkwgNTcuMzEyNzI3IDMyLjcwNzkwNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNTkuNDEwOTA5IDczLjg4MzY5IApMIDYxLjUwOTA5MSA3My44ODM2OSAKTCA2MS41MDkwOTEgMjguOTA1Mzk0IApMIDU5LjQxMDkwOSAyOC45MDUzOTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDYxLjUwOTA5MSA3My44ODM2OSAKTCA2My42MDcyNzMgNzMuODgzNjkgCkwgNjMuNjA3MjczIDU4Ljk5OTU2OCAKTCA2MS41MDkwOTEgNTguOTk5NTY4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA2My42MDcyNzMgNzMuODgzNjkgCkwgNjUuNzA1NDU1IDczLjg4MzY5IApMIDY1LjcwNTQ1NSAzNC45ODk0MTQgCkwgNjMuNjA3MjczIDM0Ljk4OTQxNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNjUuNzA1NDU1IDczLjg4MzY5IApMIDY3LjgwMzYzNiA3My44ODM2OSAKTCA2Ny44MDM2MzYgNDkuMDA0MzkxIApMIDY1LjcwNTQ1NSA0OS4wMDQzOTEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDY3LjgwMzYzNiA3My44ODM2OSAKTCA2OS45MDE4MTggNzMuODgzNjkgCkwgNjkuOTAxODE4IDMyLjI3MzMzNCAKTCA2Ny44MDM2MzYgMzIuMjczMzM0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA2OS45MDE4MTggNzMuODgzNjkgCkwgNzIgNzMuODgzNjkgCkwgNzIgMzQuMzM3NTU1IApMIDY5LjkwMTgxOCAzNC4zMzc1NTUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDcyIDczLjg4MzY5IApMIDc0LjA5ODE4MiA3My44ODM2OSAKTCA3NC4wOTgxODIgMzQuMTIwMjY5IApMIDcyIDM0LjEyMDI2OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gNzQuMDk4MTgyIDczLjg4MzY5IApMIDc2LjE5NjM2NCA3My44ODM2OSAKTCA3Ni4xOTYzNjQgMzEuMjk1NTQ1IApMIDc0LjA5ODE4MiAzMS4yOTU1NDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDc2LjE5NjM2NCA3My44ODM2OSAKTCA3OC4yOTQ1NDUgNzMuODgzNjkgCkwgNzguMjk0NTQ1IDUwLjA5MDgyMyAKTCA3Ni4xOTYzNjQgNTAuMDkwODIzIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA3OC4yOTQ1NDUgNzMuODgzNjkgCkwgODAuMzkyNzI3IDczLjg4MzY5IApMIDgwLjM5MjcyNyAzMC4zMTc3NTYgCkwgNzguMjk0NTQ1IDMwLjMxNzc1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gODAuMzkyNzI3IDczLjg4MzY5IApMIDgyLjQ5MDkwOSA3My44ODM2OSAKTCA4Mi40OTA5MDkgMzAuNzUyMzI5IApMIDgwLjM5MjcyNyAzMC43NTIzMjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDgyLjQ5MDkwOSA3My44ODM2OSAKTCA4NC41ODkwOTEgNzMuODgzNjkgCkwgODQuNTg5MDkxIDMxLjk0NzQwNCAKTCA4Mi40OTA5MDkgMzEuOTQ3NDA0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA4NC41ODkwOTEgNzMuODgzNjkgCkwgODYuNjg3MjczIDczLjg4MzY5IApMIDg2LjY4NzI3MyAyOS44ODMxODMgCkwgODQuNTg5MDkxIDI5Ljg4MzE4MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gODYuNjg3MjczIDczLjg4MzY5IApMIDg4Ljc4NTQ1NSA3My44ODM2OSAKTCA4OC43ODU0NTUgMzMuNTc3MDUyIApMIDg2LjY4NzI3MyAzMy41NzcwNTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDg4Ljc4NTQ1NSA3My44ODM2OSAKTCA5MC44ODM2MzYgNzMuODgzNjkgCkwgOTAuODgzNjM2IDUxLjYxMTgyOCAKTCA4OC43ODU0NTUgNTEuNjExODI4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA5MC44ODM2MzYgNzMuODgzNjkgCkwgOTIuOTgxODE4IDczLjg4MzY5IApMIDkyLjk4MTgxOCAzMC4zMTc3NTYgCkwgOTAuODgzNjM2IDMwLjMxNzc1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM4Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gOTIuOTgxODE4IDczLjg4MzY5IApMIDk1LjA4IDczLjg4MzY5IApMIDk1LjA4IDE5LjIzNjE0NyAKTCA5Mi45ODE4MTggMTkuMjM2MTQ3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMzkiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AyMDY5ZDE1MThmKSIgZD0iTSA5NS4wOCA3My44ODM2OSAKTCA5Ny4xNzgxODIgNzMuODgzNjkgCkwgOTcuMTc4MTgyIDIzLjkwNzgwNSAKTCA5NS4wOCAyMy45MDc4MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80MCI%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%2BCiAgIDxnIGlkPSJwYXRjaF80MyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDEwMy40NzI3MjcgNzMuODgzNjkgCkwgMTA1LjU3MDkwOSA3My44ODM2OSAKTCAxMDUuNTcwOTA5IDIyLjI3ODE1NyAKTCAxMDMuNDcyNzI3IDIyLjI3ODE1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF80NiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDEwOS43NjcyNzMgNzMuODgzNjkgCkwgMTExLjg2NTQ1NSA3My44ODM2OSAKTCAxMTEuODY1NDU1IDI3LjgxODk2MSAKTCAxMDkuNzY3MjczIDI3LjgxODk2MSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMjA2OWQxNTE4ZikiIGQ9Ik0gMTExLjg2NTQ1NSA3My44ODM2OSAKTCAxMTMuOTYzNjM2IDczLjg4MzY5IApMIDExMy45NjM2MzYgNDkuOTgyMTggCkwgMTExLjg2NTQ1NSA0OS45ODIxOCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDIwNjlkMTUxOGYpIiBkPSJNIDEyMi4zNTYzNjQgNzMuODgzNjkgCkwgMTI0LjQ1NDU0NSA3My44ODM2OSAKTCAxMjQuNDU0NTQ1IDQzLjEzNzY1NiAKTCAxMjIuMzU2MzY0IDQzLjEzNzY1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3My44ODM2OSAKTCAxNC4zIDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDEyOS43IDczLjg4MzY5IApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NSI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgNzMuODgzNjkgCkwgMTI5LjcgNzMuODgzNjkgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NiI%2BCiAgICA8cGF0aCBkPSJNIDE0LjMgMTAuOCAKTCAxMjkuNyAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icDIwNjlkMTUxOGYiPgogICA8cmVjdCBoZWlnaHQ9IjYzLjA4MzY5IiB3aWR0aD0iMTE1LjQiIHg9IjE0LjMiIHk9IjEwLjgiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; alt=&quot;Mini histogram&quot;&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives6163564864561409128,#minihistogram6163564864561409128&quot;\n",
-       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives6163564864561409128&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#6163564864561409128-statistics&quot;\n",
-       "                       aria-controls=&quot;6163564864561409128-statistics&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#6163564864561409128-histogram&quot;\n",
-       "                       aria-controls=&quot;6163564864561409128-histogram&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#6163564864561409128-frequency_table&quot;\n",
-       "                       aria-controls=&quot;6163564864561409128-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#6163564864561409128-extreme_values&quot;\n",
-       "                       aria-controls=&quot;6163564864561409128-extreme_values&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;6163564864561409128-statistics&quot;&gt;\n",
-       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "            &lt;td&gt;0.09&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;0.11&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q1&lt;/th&gt;\n",
-       "            &lt;td&gt;0.44&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Median&lt;/th&gt;\n",
-       "            &lt;td&gt;0.64&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q3&lt;/th&gt;\n",
-       "            &lt;td&gt;0.82&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;0.96&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "            &lt;td&gt;1&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Range&lt;/th&gt;\n",
-       "            &lt;td&gt;0.91&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
-       "            &lt;td&gt;0.38&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.2486306511&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.4057066757&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
-       "            &lt;td&gt;-0.6708586221&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Mean&lt;/th&gt;\n",
-       "            &lt;td&gt;0.6128335222&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;MAD&lt;/th&gt;\n",
-       "            &lt;td&gt;0.2069106132&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
-       "            &lt;td&gt;-0.4763603413&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Sum&lt;/th&gt;\n",
-       "            &lt;td&gt;9191.89&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Variance&lt;/th&gt;\n",
-       "            &lt;td&gt;0.06181720065&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
-       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;6163564864561409128-histogram&quot;&gt;\n",
-       "                    &lt;img 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BpZD0idGV4dF8yIj4KICAgICAgPCEtLSAwLjQgLS0%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTUuOTExNDAxIiB4bGluazpocmVmPSIjbTRmZjdkNTM0NjIiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSAwLjYgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA1MS4yMTg3NSAyMi41MTU2MjUgClEgNTEuMjE4NzUgMTEuNjI1IDQ1LjMxMjUgNS4zMTI1IApRIDM5LjQwNjI1IC0wLjk4NDM3NSAyOSAtMC45ODQzNzUgClEgMTcuMzkwNjI1IC0wLjk4NDM3NSAxMS4yMzQzNzUgNy42NTYyNSAKUSA1LjA3ODEyNSAxNi4zMTI1IDUuMDc4MTI1IDMyLjgxMjUgClEgNS4wNzgxMjUgNTAuNjg3NSAxMS40Njg3NSA2MC4yNSAKUSAxNy44NzUgNjkuODI4MTI1IDI5LjY4NzUgNjkuODI4MTI1IApRIDQ1LjI2NTYyNSA2OS44MjgxMjUgNDkuMzEyNSA1NS44MTI1IApMIDQwLjkyMTg3NSA1NC4yOTY4NzUgClEgMzguMzI4MTI1IDYyLjcwMzEyNSAyOS41OTM3NSA2Mi43MDMxMjUgClEgMjIuMDc4MTI1IDYyLjcwMzEyNSAxNy45Mzc1IDU1LjY4NzUgClEgMTMuODEyNSA0OC42ODc1IDEzLjgxMjUgMzUuNDA2MjUgClEgMTYuMjE4NzUgMzkuODQzNzUgMjAuNTYyNSA0Mi4xNTYyNSAKUSAyNC45MDYyNSA0NC40ODQzNzUgMzAuNTE1NjI1IDQ0LjQ4NDM3NSAKUSA0MC4wNDY4NzUgNDQuNDg0Mzc1IDQ1LjYyNSAzOC41MTU2MjUgClEgNTEuMjE4NzUgMzIuNTYyNSA1MS4yMTg3NSAyMi41MTU2MjUgCnoKTSA0Mi4yODEyNSAyMi4xMjUgClEgNDIuMjgxMjUgMjkuNTkzNzUgMzguNjI1IDMzLjY0MDYyNSAKUSAzNC45Njg3NSAzNy43MDMxMjUgMjguNDIxODc1IDM3LjcwMzEyNSAKUSAyMi4yNjU2MjUgMzcuNzAzMTI1IDE4LjQ4NDM3NSAzNC4xMDkzNzUgClEgMTQuNzAzMTI1IDMwLjUxNTYyNSAxNC43MDMxMjUgMjQuMjE4NzUgClEgMTQuNzAzMTI1IDE2LjI2NTYyNSAxOC42MjUgMTEuMTg3NSAKUSAyMi41NjI1IDYuMTA5Mzc1IDI4LjcxODc1IDYuMTA5Mzc1IApRIDM1LjA2MjUgNi4xMDkzNzUgMzguNjcxODc1IDEwLjM3NSAKUSA0Mi4yODEyNSAxNC42NTYyNSA0Mi4yODEyNSAyMi4xMjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjUyLjgyNTU0MyAyNzUuMTgyNTM2KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAzMjguNTQzNzY5IDI0OS43Mjk0MzcgCkwgMzI4LjU0Mzc2OSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzI4LjU0Mzc2OSIgeGxpbms6aHJlZj0iI200ZmY3ZDUzNDYyIiB5PSIyNDkuNzI5NDM3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyNS40NTc5MTEgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gNDAxLjE3NjEzNiAyNDkuNzI5NDM3IApMIDQwMS4xNzYxMzYgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI0MDEuMTc2MTM2IiB4bGluazpocmVmPSIjbTRmZjdkNTM0NjIiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSAxLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtZTVjNWJmOWI3OCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbWU1YzViZjliNzgiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzguMTE0MDYzIDI1My4zNTI4NzUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gNTQuMTc1IDIwOS4xODM1OTQgCkwgNDE3LjcgMjA5LjE4MzU5NCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtZTVjNWJmOWI3OCIgeT0iMjA5LjE4MzU5NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIDEwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAyMTIuODA3MDMyKXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI21lNWM1YmY5Yjc4IiB5PSIxNjguNjM3NzUxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gMjAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjYuOTkyMTg4IDE3Mi4yNjExODkpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDU0LjE3NSAxMjguMDkxOTA4IApMIDQxNy43IDEyOC4wOTE5MDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQuMTc1IiB4bGluazpocmVmPSIjbWU1YzViZjliNzgiIHk9IjEyOC4wOTE5MDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSAzMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCAxMzEuNzE1MzQ2KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NC4xNzUiIHhsaW5rOmhyZWY9IiNtZTVjNWJmOWI3OCIgeT0iODcuNTQ2MDY1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIDQwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI2Ljk5MjE4OCA5MS4xNjk1MDMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDU0LjE3NSA0Ny4wMDAyMjIgCkwgNDE3LjcgNDcuMDAwMjIyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0LjE3NSIgeGxpbms6aHJlZj0iI21lNWM1YmY5Yjc4IiB5PSI0Ny4wMDAyMjIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gNTAwIC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gNTEuNDIxODc1IDIyLjQwNjI1IApRIDUxLjQyMTg3NSAxMS41MzEyNSA0NC45NTMxMjUgNS4yNjU2MjUgClEgMzguNDg0Mzc1IC0wLjk4NDM3NSAyNyAtMC45ODQzNzUgClEgMTcuMzkwNjI1IC0wLjk4NDM3NSAxMS40Njg3NSAzLjIxODc1IApRIDUuNTYyNSA3LjQyMTg3NSA0IDE1LjM3NSAKTCAxMi44OTA2MjUgMTYuNDA2MjUgClEgMTUuNjcxODc1IDYuMjAzMTI1IDI3LjIwMzEyNSA2LjIwMzEyNSAKUSAzNC4yODEyNSA2LjIwMzEyNSAzOC4yODEyNSAxMC40Njg3NSAKUSA0Mi4yODEyNSAxNC43NSA0Mi4yODEyNSAyMi4yMTg3NSAKUSA0Mi4yODEyNSAyOC43MTg3NSAzOC4yNSAzMi43MTg3NSAKUSAzNC4yMzQzNzUgMzYuNzE4NzUgMjcuMzkwNjI1IDM2LjcxODc1IApRIDIzLjgyODEyNSAzNi43MTg3NSAyMC43NSAzNS41OTM3NSAKUSAxNy42NzE4NzUgMzQuNDY4NzUgMTQuNTkzNzUgMzEuNzgxMjUgCkwgNiAzMS43ODEyNSAKTCA4LjI5Njg3NSA2OC43OTY4NzUgCkwgNDcuNDA2MjUgNjguNzk2ODc1IApMIDQ3LjQwNjI1IDYxLjMyODEyNSAKTCAxNi4zMTI1IDYxLjMyODEyNSAKTCAxNC45ODQzNzUgMzkuNSAKUSAyMC43MDMxMjUgNDMuODkwNjI1IDI5LjIwMzEyNSA0My44OTA2MjUgClEgMzkuMzU5Mzc1IDQzLjg5MDYyNSA0NS4zOTA2MjUgMzcuOTM3NSAKUSA1MS40MjE4NzUgMzEuOTg0Mzc1IDUxLjQyMTg3NSAyMi40MDYyNSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNi45OTIxODggNTAuNjIzNjYpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMjYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgPHVzZSB4PSI0MjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gNzAuNjk4ODY0IDI0OS43Mjk0MzcgCkwgNzcuMzA4NDA5IDI0OS43Mjk0MzcgCkwgNzcuMzA4NDA5IDI1LjUxMDkyNiAKTCA3MC42OTg4NjQgMjUuNTEwOTI2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDc3LjMwODQwOSAyNDkuNzI5NDM3IApMIDgzLjkxNzk1NSAyNDkuNzI5NDM3IApMIDgzLjkxNzk1NSAxMDEuNzM3MTEgCkwgNzcuMzA4NDA5IDEwMS43MzcxMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSA4My45MTc5NTUgMjQ5LjcyOTQzNyAKTCA5MC41Mjc1IDI0OS43Mjk0MzcgCkwgOTAuNTI3NSAxOTguMjM2MjE3IApMIDgzLjkxNzk1NSAxOTguMjM2MjE3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDkwLjUyNzUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMjQ5LjcyOTQzNyAKTCA5Ny4xMzcwNDUgMTg2Ljg4MzM4MSAKTCA5MC41Mjc1IDE4Ni44ODMzODEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gOTcuMTM3MDQ1IDI0OS43Mjk0MzcgCkwgMTAzLjc0NjU5MSAyNDkuNzI5NDM3IApMIDEwMy43NDY1OTEgMTk0Ljk5MjU0OSAKTCA5Ny4xMzcwNDUgMTk0Ljk5MjU0OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAxMDMuNzQ2NTkxIDI0OS43Mjk0MzcgCkwgMTEwLjM1NjEzNiAyNDkuNzI5NDM3IApMIDExMC4zNTYxMzYgMjE5LjcyNTUxMyAKTCAxMDMuNzQ2NTkxIDIxOS43MjU1MTMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDEyMy41NzUyMjcgMjQ5LjcyOTQzNyAKTCAxMzAuMTg0NzczIDI0OS43Mjk0MzcgCkwgMTMwLjE4NDc3MyAyMDMuNTA3MTc2IApMIDEyMy41NzUyMjcgMjAzLjUwNzE3NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDE0My40MDM4NjQgMjQ5LjcyOTQzNyAKTCAxNTAuMDEzNDA5IDI0OS43Mjk0MzcgCkwgMTUwLjAxMzQwOSAyMzMuOTE2NTU4IApMIDE0My40MDM4NjQgMjMzLjkxNjU1OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTYzLjIzMjUgMjQ5LjcyOTQzNyAKTCAxNjkuODQyMDQ1IDI0OS43Mjk0MzcgCkwgMTY5Ljg0MjA0NSAxNzguMzY4NzU0IApMIDE2My4yMzI1IDE3OC4zNjg3NTQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDE2OS44NDIwNDUgMjQ5LjcyOTQzNyAKTCAxNzYuNDUxNTkxIDI0OS43Mjk0MzcgCkwgMTc2LjQ1MTU5MSA3NS4zODIzMTIgCkwgMTY5Ljg0MjA0NSA3NS4zODIzMTIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDE3Ni40NTE1OTEgMjQ5LjcyOTQzNyAKTCAxODMuMDYxMTM2IDI0OS43Mjk0MzcgCkwgMTgzLjA2MTEzNiAxNzguNzc0MjEyIApMIDE3Ni40NTE1OTEgMTc4Ljc3NDIxMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTgzLjA2MTEzNiAyNDkuNzI5NDM3IApMIDE4OS42NzA2ODIgMjQ5LjcyOTQzNyAKTCAxODkuNjcwNjgyIDk1LjY1NTIzNCAKTCAxODMuMDYxMTM2IDk1LjY1NTIzNCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIxIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTg5LjY3MDY4MiAyNDkuNzI5NDM3IApMIDE5Ni4yODAyMjcgMjQ5LjcyOTQzNyAKTCAxOTYuMjgwMjI3IDk2LjA2MDY5MiAKTCAxODkuNjcwNjgyIDk2LjA2MDY5MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIyIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMTk2LjI4MDIyNyAyNDkuNzI5NDM3IApMIDIwMi44ODk3NzMgMjQ5LjcyOTQzNyAKTCAyMDIuODg5NzczIDgxLjg2OTY0NyAKTCAxOTYuMjgwMjI3IDgxLjg2OTY0NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIzIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMjAyLjg4OTc3MyAyNDkuNzI5NDM3IApMIDIwOS40OTkzMTggMjQ5LjcyOTQzNyAKTCAyMDkuNDk5MzE4IDE5NC4xODE2MzIgCkwgMjAyLjg4OTc3MyAxOTQuMTgxNjMyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAyMDkuNDk5MzE4IDI0OS43Mjk0MzcgCkwgMjE2LjEwODg2NCAyNDkuNzI5NDM3IApMIDIxNi4xMDg4NjQgMTA0LjU3NTMxOSAKTCAyMDkuNDk5MzE4IDEwNC41NzUzMTkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDIxNi4xMDg4NjQgMjQ5LjcyOTQzNyAKTCAyMjIuNzE4NDA5IDI0OS43Mjk0MzcgCkwgMjIyLjcxODQwOSAxNTYuODc5NDU3IApMIDIxNi4xMDg4NjQgMTU2Ljg3OTQ1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMjIyLjcxODQwOSAyNDkuNzI5NDM3IApMIDIyOS4zMjc5NTUgMjQ5LjcyOTQzNyAKTCAyMjkuMzI3OTU1IDk0LjQzODg1OSAKTCAyMjIuNzE4NDA5IDk0LjQzODg1OSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzI3Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMjI5LjMyNzk1NSAyNDkuNzI5NDM3IApMIDIzNS45Mzc1IDI0OS43Mjk0MzcgCkwgMjM1LjkzNzUgMTAyLjE0MjU2OSAKTCAyMjkuMzI3OTU1IDEwMi4xNDI1NjkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8yOCI%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%2BCiAgIDxnIGlkPSJwYXRjaF8zMSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI1NS43NjYxMzYgMjQ5LjcyOTQzNyAKTCAyNjIuMzc1NjgyIDI0OS43Mjk0MzcgCkwgMjYyLjM3NTY4MiA4Ny4xNDA2MDcgCkwgMjU1Ljc2NjEzNiA4Ny4xNDA2MDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI2Mi4zNzU2ODIgMjQ5LjcyOTQzNyAKTCAyNjguOTg1MjI3IDI0OS43Mjk0MzcgCkwgMjY4Ljk4NTIyNyA4OC43NjI0NDEgCkwgMjYyLjM3NTY4MiA4OC43NjI0NDEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI2OC45ODUyMjcgMjQ5LjcyOTQzNyAKTCAyNzUuNTk0NzczIDI0OS43Mjk0MzcgCkwgMjc1LjU5NDc3MyA5My4yMjI0ODMgCkwgMjY4Ljk4NTIyNyA5My4yMjI0ODMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI3NS41OTQ3NzMgMjQ5LjcyOTQzNyAKTCAyODIuMjA0MzE4IDI0OS43Mjk0MzcgCkwgMjgyLjIwNDMxOCA4NS41MTg3NzMgCkwgMjc1LjU5NDc3MyA4NS41MTg3NzMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zNSI%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%2BCiAgIDxnIGlkPSJwYXRjaF8zNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDI5NS40MjM0MDkgMjQ5LjcyOTQzNyAKTCAzMDIuMDMyOTU1IDI0OS43Mjk0MzcgCkwgMzAyLjAzMjk1NSA4Ny4xNDA2MDcgCkwgMjk1LjQyMzQwOSA4Ny4xNDA2MDcgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDMwMi4wMzI5NTUgMjQ5LjcyOTQzNyAKTCAzMDguNjQyNSAyNDkuNzI5NDM3IApMIDMwOC42NDI1IDQ1Ljc4Mzg0NyAKTCAzMDIuMDMyOTU1IDQ1Ljc4Mzg0NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzM5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzA4LjY0MjUgMjQ5LjcyOTQzNyAKTCAzMTUuMjUyMDQ1IDI0OS43Mjk0MzcgCkwgMzE1LjI1MjA0NSA2My4yMTg1NiAKTCAzMDguNjQyNSA2My4yMTg1NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzE1LjI1MjA0NSAyNDkuNzI5NDM3IApMIDMyMS44NjE1OTEgMjQ5LjcyOTQzNyAKTCAzMjEuODYxNTkxIDQ5LjgzODQzMSAKTCAzMTUuMjUyMDQ1IDQ5LjgzODQzMSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ1Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzQ4LjI5OTc3MyAyNDkuNzI5NDM3IApMIDM1NC45MDkzMTggMjQ5LjcyOTQzNyAKTCAzNTQuOTA5MzE4IDc3LjQwOTYwNSAKTCAzNDguMjk5NzczIDc3LjQwOTYwNSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ2Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzU0LjkwOTMxOCAyNDkuNzI5NDM3IApMIDM2MS41MTg4NjQgMjQ5LjcyOTQzNyAKTCAzNjEuNTE4ODY0IDc3LjgxNTA2MyAKTCAzNTQuOTA5MzE4IDc3LjgxNTA2MyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQ5Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZDY3NGM1MmUxMykiIGQ9Ik0gMzc0LjczNzk1NSAyNDkuNzI5NDM3IApMIDM4MS4zNDc1IDI0OS43Mjk0MzcgCkwgMzgxLjM0NzUgMTEzLjQ5NTQwNSAKTCAzNzQuNzM3OTU1IDExMy40OTU0MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDM4MS4zNDc1IDI0OS43Mjk0MzcgCkwgMzg3Ljk1NzA0NSAyNDkuNzI5NDM3IApMIDM4Ny45NTcwNDUgOTQuMDMzNCAKTCAzODEuMzQ3NSA5NC4wMzM0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNTEiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkNjc0YzUyZTEzKSIgZD0iTSAzODcuOTU3MDQ1IDI0OS43Mjk0MzcgCkwgMzk0LjU2NjU5MSAyNDkuNzI5NDM3IApMIDM5NC41NjY1OTEgMTA0LjE2OTg2MSAKTCAzODcuOTU3MDQ1IDEwNC4xNjk4NjEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81MiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGQ2NzRjNTJlMTMpIiBkPSJNIDM5NC41NjY1OTEgMjQ5LjcyOTQzNyAKTCA0MDEuMTc2MTM2IDI0OS43Mjk0MzcgCkwgNDAxLjE3NjEzNiAxMzQuOTg0NzAyIApMIDM5NC41NjY1OTEgMTM0Ljk4NDcwMiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUzIj4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNTQuMTc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81NCI%2BCiAgICA8cGF0aCBkPSJNIDQxNy43IDI0OS43Mjk0MzcgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU1Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzU2Ij4KICAgIDxwYXRoIGQ9Ik0gNTQuMTc1IDE0LjMgCkwgNDE3LjcgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InBkNjc0YzUyZTEzIj4KICAgPHJlY3QgaGVpZ2h0PSIyMzUuNDI5NDM3IiB3aWR0aD0iMzYzLjUyNSIgeD0iNTQuMTc1IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50)&lt;/div&gt;\n",
-       "\n",
-       "    &lt;img 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h0XzIiPgogICAgICA8IS0tIDAuNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE4My44MjA0ODUgMjc1LjE4MjUzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMWVjNTFlZTQ2MSkiIGQ9Ik0gMjU4LjQxNDgzNSAyNDkuNzI5NDM3IApMIDI1OC40MTQ4MzUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1OC40MTQ4MzUiIHhsaW5rOmhyZWY9IiNtZjFiYjM5MzU0NyIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDAuNiAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjkuOTIzMzI3IiB4bGluazpocmVmPSIjbWYxYmIzOTM1NDciIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF80Ij4KICAgICAgPCEtLSAwLjggLS0%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA0MDEuNDMxODE4IDI0OS43Mjk0MzcgCkwgNDAxLjQzMTgxOCAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQwMS40MzE4MTgiIHhsaW5rOmhyZWY9IiNtZjFiYjM5MzU0NyIgeT0iMjQ5LjcyOTQzNyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDEuMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM5OC4zNDU5NiAyNzUuMTgyNTM2KXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA1OS44IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAtMy41IDAgCiIgaWQ9Im0yNWJkYWM0MzZiIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1OS44IiB4bGluazpocmVmPSIjbTI1YmRhYzQzNmIiIHk9IjI0OS43Mjk0MzciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDMuNzM5MDYyIDI1My4zNTI4NzUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMWVjNTFlZTQ2MSkiIGQ9Ik0gNTkuOCAyMDAuNjM0MDc3IApMIDQxNy43IDIwMC42MzQwNzcgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20yNWJkYWM0MzZiIiB5PSIyMDAuNjM0MDc3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gMTAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDIwNC4yNTc1MTQpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDU5LjggMTAyLjQ0MzM1NiAKTCA0MTcuNyAxMDIuNDQzMzU2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtMjViZGFjNDM2YiIgeT0iMTAyLjQ0MzM1NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzkiPgogICAgICA8IS0tIDMwMDAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDEwNi4wNjY3OTMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA1OS44IDUzLjM0Nzk5NSAKTCA0MTcuNyA1My4zNDc5OTUgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI20yNWJkYWM0MzZiIiB5PSI1My4zNDc5OTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gNDAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDU2Ljk3MTQzMylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA3Ni4wNjgxODIgMjQ5LjcyOTQzNyAKTCA4NS4wMDY3NDMgMjQ5LjcyOTQzNyAKTCA4NS4wMDY3NDMgMjA2LjEzMjc1NyAKTCA3Ni4wNjgxODIgMjA2LjEzMjc1NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA4NS4wMDY3NDMgMjQ5LjcyOTQzNyAKTCA4OC41ODIxNjggMjQ5LjcyOTQzNyAKTCA4OC41ODIxNjggMjQ4LjI1NjU3NiAKTCA4NS4wMDY3NDMgMjQ4LjI1NjU3NiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSA4OC41ODIxNjggMjQ5LjcyOTQzNyAKTCAxMzEuNDg3MjYzIDI0OS43Mjk0MzcgCkwgMTMxLjQ4NzI2MyAyMDkuNDIyMTQ2IApMIDg4LjU4MjE2OCAyMDkuNDIyMTQ2IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDEzMS40ODcyNjMgMjQ5LjcyOTQzNyAKTCAxNDUuNzg4OTYxIDI0OS43Mjk0MzcgCkwgMTQ1Ljc4ODk2MSAyNDMuNTkyNTE3IApMIDEzMS40ODcyNjMgMjQzLjU5MjUxNyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AxZWM1MWVlNDYxKSIgZD0iTSAxNDUuNzg4OTYxIDI0OS43Mjk0MzcgCkwgMTcwLjgxNjkzMyAyNDkuNzI5NDM3IApMIDE3MC44MTY5MzMgMjM0LjY1NzE2MiAKTCAxNDUuNzg4OTYxIDIzNC42NTcxNjIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMWVjNTFlZTQ2MSkiIGQ9Ik0gMTcwLjgxNjkzMyAyNDkuNzI5NDM3IApMIDE3NC4zOTIzNTggMjQ5LjcyOTQzNyAKTCAxNzQuMzkyMzU4IDI0Mi45MDUxODIgCkwgMTcwLjgxNjkzMyAyNDIuOTA1MTgyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDE3NC4zOTIzNTggMjQ5LjcyOTQzNyAKTCAxNzcuOTY3NzgyIDI0OS43Mjk0MzcgCkwgMTc3Ljk2Nzc4MiAyMzcuODk3NDU1IApMIDE3NC4zOTIzNTggMjM3Ljg5NzQ1NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDIwNi41NzExNzkgMjQ5LjcyOTQzNyAKTCAyMTAuMTQ2NjAzIDI0OS43Mjk0MzcgCkwgMjEwLjE0NjYwMyAyNDUuMDY1Mzc4IApMIDIwNi41NzExNzkgMjQ1LjA2NTM3OCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%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%2BCiAgIDxnIGlkPSJwYXRjaF8xNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDIxNy4yOTc0NTMgMjQ5LjcyOTQzNyAKTCAyOTkuNTMyMjE4IDI0OS43Mjk0MzcgCkwgMjk5LjUzMjIxOCAyOC44OTg1MDUgCkwgMjE3LjI5NzQ1MyAyOC44OTg1MDUgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDI5OS41MzIyMTggMjQ5LjcyOTQzNyAKTCAzNzEuMDQwNzA5IDI0OS43Mjk0MzcgCkwgMzcxLjA0MDcwOSAyNS41MTA5MjYgCkwgMjk5LjUzMjIxOCAyNS41MTA5MjYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8xNyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDFlYzUxZWU0NjEpIiBkPSJNIDM3MS4wNDA3MDkgMjQ5LjcyOTQzNyAKTCA0MDEuNDMxODE4IDI0OS43Mjk0MzcgCkwgNDAxLjQzMTgxOCAxNzMuMTQwNjc1IApMIDM3MS4wNDA3MDkgMTczLjE0MDY3NSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE4Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNDkuNzI5NDM3IApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE5Ij4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjQ5LjcyOTQzNyAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMjAiPgogICAgPHBhdGggZD0iTSA1OS44IDI0OS43Mjk0MzcgCkwgNDE3LjcgMjQ5LjcyOTQzNyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzIxIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwMWVjNTFlZTQ2MSI%2BCiAgIDxyZWN0IGhlaWdodD0iMjM1LjQyOTQzNyIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[0.09  0.115 0.125 0.245 0.285 ... 0.475 0.485 0.715 0.915 1.   ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
-       "\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;6163564864561409128-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.1&quot;&gt;\n",
-       "                0.1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                358\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.11&quot;&gt;\n",
-       "                0.11\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                335\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.74&quot;&gt;\n",
-       "                0.74\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                257\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.77&quot;&gt;\n",
-       "                0.77\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                252\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.84&quot;&gt;\n",
-       "                0.84\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                247\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.73&quot;&gt;\n",
-       "                0.73\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                246\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.37&quot;&gt;\n",
-       "                0.37\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                241\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.78&quot;&gt;\n",
-       "                0.78\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                241\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.82&quot;&gt;\n",
-       "                0.82\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                241\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.89&quot;&gt;\n",
-       "                0.89\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                237\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:1.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;other&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;Other values (82)&quot;&gt;\n",
-       "                Other values (82)\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                12344\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                82.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;6163564864561409128-extreme_values&quot;&gt;\n",
-       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.09&quot;&gt;\n",
-       "                0.09\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                195\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.1&quot;&gt;\n",
-       "                0.1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                358\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.11&quot;&gt;\n",
-       "                0.11\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                335\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:93.6%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.12&quot;&gt;\n",
-       "                0.12\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                30\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:8.4%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.13&quot;&gt;\n",
-       "                0.13\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                54\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:15.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "\n",
-       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
-       "                1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                111\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                0.7%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:54.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.99&quot;&gt;\n",
-       "                0.99\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                172\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:84.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.98&quot;&gt;\n",
-       "                0.98\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                183\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:90.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.97&quot;&gt;\n",
-       "                0.97\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                176\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.2%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:86.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0.96&quot;&gt;\n",
-       "                0.96\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                203\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_time_spend_company&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;time_spend_company&quot;&gt;time_spend_company&lt;br/&gt;\n",
-       "            &lt;small&gt;Numeric&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;8&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.1%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Infinite (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats&quot;&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Mean&lt;/th&gt;\n",
-       "                    &lt;td&gt;3.498233216&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "                    &lt;td&gt;2&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "                    &lt;td&gt;10&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Zeros (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minihistogram8812944824756398614&quot;&gt;\n",
-       "    &lt;img src=&quot;data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0idXRmLTgiIHN0YW5kYWxvbmU9Im5vIj8%2BCjwhRE9DVFlQRSBzdmcgUFVCTElDICItLy9XM0MvL0RURCBTVkcgMS4xLy9FTiIKICAiaHR0cDovL3d3dy53My5vcmcvR3JhcGhpY3MvU1ZHLzEuMS9EVEQvc3ZnMTEuZHRkIj4KPCEtLSBDcmVhdGVkIHdpdGggbWF0cGxvdGxpYiAoaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pIC0tPgo8c3ZnIGhlaWdodD0iMTA4cHQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDE0NCAxMDgiIHdpZHRoPSIxNDRwdCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI%2BCiA8ZGVmcz4KICA8c3R5bGUgdHlwZT0idGV4dC9jc3MiPgoqe3N0cm9rZS1saW5lY2FwOmJ1dHQ7c3Ryb2tlLWxpbmVqb2luOnJvdW5kO30KICA8L3N0eWxlPgogPC9kZWZzPgogPGcgaWQ9ImZpZ3VyZV8xIj4KICA8ZyBpZD0icGF0Y2hfMSI%2BCiAgIDxwYXRoIGQ9Ik0gMCAxMDggCkwgMTQ0IDEwOCAKTCAxNDQgMCAKTCAwIDAgCnoKIiBzdHlsZT0iZmlsbDojZmZmZmZmOyIvPgogIDwvZz4KICA8ZyBpZD0iYXhlc18xIj4KICAgPGcgaWQ9InBhdGNoXzIiPgogICAgPHBhdGggZD0iTSAxNC4zIDc1LjQ3NDY4IApMIDEyOS43IDc1LjQ3NDY4IApMIDEyOS43IDEwLjggCkwgMTQuMyAxMC44IAp6CiIgc3R5bGU9ImZpbGw6I2ZmZmZmZjsiLz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzEiPgogICAgPGcgaWQ9Inh0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gNTguODg2MzY0IDc1LjQ3NDY4IApMIDU4Ljg4NjM2NCAxMC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im1kZWFmNWY5NTViIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg1OC43NzYzMiA5My4yMTk4NzMpcm90YXRlKC00NSlzY2FsZSgwLjA4IC0wLjA4KSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gMTI0LjQ1NDU0NSA3NS40NzQ2OCAKTCAxMjQuNDU0NTQ1IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIxMjQuNDU0NTQ1IiB4bGluazpocmVmPSIjbWRlYWY1Zjk1NWIiIHk9Ijc1LjQ3NDY4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%2BCiAgICAgIDwhLS0gMTAgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMi43NzE2MzEgOTYuMzY1NjE0KXJvdGF0ZSgtNDUpc2NhbGUoMC4wOCAtMC4wOCkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDE5LjU0NTQ1NSA3NS40NzQ2OCAKTCAzMi42NTkwOTEgNzUuNDc0NjggCkwgMzIuNjU5MDkxIDQ0LjQ2MjExNCAKTCAxOS41NDU0NTUgNDQuNDYyMTE0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDMyLjY1OTA5MSA3NS40NzQ2OCAKTCA0NS43NzI3MjcgNzUuNDc0NjggCkwgNDUuNzcyNzI3IDEzLjg3OTc0NyAKTCAzMi42NTkwOTEgMTMuODc5NzQ3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDQ1Ljc3MjcyNyA3NS40NzQ2OCAKTCA1OC44ODYzNjQgNzUuNDc0NjggCkwgNTguODg2MzY0IDUxLjAyOTgxOCAKTCA0NS43NzI3MjcgNTEuMDI5ODE4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGRlMzk4NGM5N2EpIiBkPSJNIDU4Ljg4NjM2NCA3NS40NzQ2OCAKTCA3MiA3NS40NzQ2OCAKTCA3MiA2MS4zOTI4MzMgCkwgNTguODg2MzY0IDYxLjM5MjgzMyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BkZTM5ODRjOTdhKSIgZD0iTSA3MiA3NS40NzQ2OCAKTCA4NS4xMTM2MzYgNzUuNDc0NjggCkwgODUuMTEzNjM2IDY4LjYxMDYxNiAKTCA3MiA2OC42MTA2MTYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gODUuMTEzNjM2IDc1LjQ3NDY4IApMIDk4LjIyNzI3MyA3NS40NzQ2OCAKTCA5OC4yMjcyNzMgNzMuNjc3NDA0IApMIDg1LjExMzYzNiA3My42Nzc0MDQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gOTguMjI3MjczIDc1LjQ3NDY4IApMIDExMS4zNDA5MDkgNzUuNDc0NjggCkwgMTExLjM0MDkwOSA3My45MjU5NjQgCkwgOTguMjI3MjczIDczLjkyNTk2NCAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEwIj4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZGUzOTg0Yzk3YSkiIGQ9Ik0gMTExLjM0MDkwOSA3NS40NzQ2OCAKTCAxMjQuNDU0NTQ1IDc1LjQ3NDY4IApMIDEyNC40NTQ1NDUgNzMuNDI4ODQ1IApMIDExMS4zNDA5MDkgNzMuNDI4ODQ1IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTEiPgogICAgPHBhdGggZD0iTSAxNC4zIDc1LjQ3NDY4IApMIDE0LjMgMTAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gMTI5LjcgNzUuNDc0NjggCkwgMTI5LjcgMTAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEzIj4KICAgIDxwYXRoIGQ9Ik0gMTQuMyA3NS40NzQ2OCAKTCAxMjkuNyA3NS40NzQ2OCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE0Ij4KICAgIDxwYXRoIGQ9Ik0gMTQuMyAxMC44IApMIDEyOS43IDEwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwZGUzOTg0Yzk3YSI%2BCiAgIDxyZWN0IGhlaWdodD0iNjQuNjc0NjgiIHdpZHRoPSIxMTUuNCIgeD0iMTQuMyIgeT0iMTAuOCIvPgogIDwvY2xpcFBhdGg%2BCiA8L2RlZnM%2BCjwvc3ZnPgo%3D&quot; alt=&quot;Mini histogram&quot;&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot;\n",
-       "       data-target=&quot;#descriptives8812944824756398614,#minihistogram8812944824756398614&quot;\n",
-       "       aria-expanded=&quot;false&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row collapse col-sm-12&quot; id=&quot;descriptives8812944824756398614&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#8812944824756398614-statistics&quot;\n",
-       "                       aria-controls=&quot;8812944824756398614-statistics&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Statistics&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#8812944824756398614-histogram&quot;\n",
-       "                       aria-controls=&quot;8812944824756398614-histogram&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Histogram&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#8812944824756398614-frequency_table&quot;\n",
-       "                       aria-controls=&quot;8812944824756398614-frequency_table&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Common values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#8812944824756398614-extreme_values&quot;\n",
-       "                       aria-controls=&quot;8812944824756398614-extreme_values&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Extreme values&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;8812944824756398614-statistics&quot;&gt;\n",
-       "                    &lt;div class=&quot;col-sm-4 col-sm-offset-1&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Quantile statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Minimum&lt;/th&gt;\n",
-       "            &lt;td&gt;2&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;5-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;2&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q1&lt;/th&gt;\n",
-       "            &lt;td&gt;3&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Median&lt;/th&gt;\n",
-       "            &lt;td&gt;3&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Q3&lt;/th&gt;\n",
-       "            &lt;td&gt;4&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;95-th percentile&lt;/th&gt;\n",
-       "            &lt;td&gt;6&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Maximum&lt;/th&gt;\n",
-       "            &lt;td&gt;10&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Range&lt;/th&gt;\n",
-       "            &lt;td&gt;8&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Interquartile range&lt;/th&gt;\n",
-       "            &lt;td&gt;1&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "    &lt;/div&gt;\n",
-       "    &lt;div class=&quot;col-sm-4 col-sm-offset-2&quot;&gt;\n",
-       "    &lt;p class=&quot;h4&quot;&gt;Descriptive statistics&lt;/p&gt;\n",
-       "    &lt;table class=&quot;stats indent&quot;&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Standard deviation&lt;/th&gt;\n",
-       "            &lt;td&gt;1.460136231&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Coef of variation&lt;/th&gt;\n",
-       "            &lt;td&gt;0.417392478&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Kurtosis&lt;/th&gt;\n",
-       "            &lt;td&gt;4.773210725&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Mean&lt;/th&gt;\n",
-       "            &lt;td&gt;3.498233216&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;MAD&lt;/th&gt;\n",
-       "            &lt;td&gt;1.076123096&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;th&gt;Skewness&lt;/th&gt;\n",
-       "            &lt;td&gt;1.853319047&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Sum&lt;/th&gt;\n",
-       "            &lt;td&gt;52470&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Variance&lt;/th&gt;\n",
-       "            &lt;td&gt;2.131997812&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;th&gt;Memory size&lt;/th&gt;\n",
-       "            &lt;td&gt;117.3 KiB&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;8812944824756398614-histogram&quot;&gt;\n",
-       "                    &lt;img 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YyNSA0MC44OTA2MjUgClEgNDEuOTM3NSAzNi43NjU2MjUgMzQuOTA2MjUgMzUuMjk2ODc1IApMIDM0LjkwNjI1IDM1LjEwOTM3NSAKUSA0Mi42MjUgMzQuMjgxMjUgNDYuOTIxODc1IDI5LjkzNzUgClEgNTEuMjE4NzUgMjUuNTkzNzUgNTEuMjE4NzUgMTkgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTEiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTE2LjYwMTA4MiAyNzEuMjMwNDcyKXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSAxNTcuNDA5MDkxIDI1MS42NzM5ODEgCkwgMTU3LjQwOTA5MSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTU3LjQwOTA5MSIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE1Ny4yNzE1MzcgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMTk4LjA3OTU0NSAyNTEuNjczOTgxIApMIDE5OC4wNzk1NDUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjE5OC4wNzk1NDUiIHhsaW5rOmhyZWY9IiNtYWI4OGIzMGJiNyIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIDUgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE5Ny45NDE5OTEgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMjM4Ljc1IDI1MS42NzM5ODEgCkwgMjM4Ljc1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIzOC42MTI0NDYgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDI3OS40MjA0NTUgMjUxLjY3Mzk4MSAKTCAyNzkuNDIwNDU1IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjc5LjQyMDQ1NSIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%2BCiAgICAgIDwhLS0gNyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNzkuMjgyOSAyNzEuMjMwNDcyKXJvdGF0ZSgtNDUpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMzIwLjA5MDkwOSAyNTEuNjczOTgxIApMIDMyMC4wOTA5MDkgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMxOS45NTMzNTUgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDM2MC43NjEzNjQgMjUxLjY3Mzk4MSAKTCAzNjAuNzYxMzY0IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzYwLjc2MTM2NCIgeGxpbms6aHJlZj0iI21hYjg4YjMwYmI3IiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gOSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNjAuNjIzODA5IDI3MS4yMzA0NzIpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja185Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE3Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSA0MDEuNDMxODE4IDI1MS42NzM5ODEgCkwgNDAxLjQzMTgxOCAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQwMS40MzE4MTgiIHhsaW5rOmhyZWY9IiNtYWI4OGIzMGJiNyIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%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%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%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjAiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTU3MmExMTg1MDIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNTcyYTExODUwMiIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDMuNzM5MDYyIDI1NS4yOTc0MTgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAyMTYuNTg2MjE4IApMIDQxNy43IDIxNi41ODYyMTggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIyMTYuNTg2MjE4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIDEwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAyMjAuMjA5NjU1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAxODEuNDk4NDU1IApMIDQxNy43IDE4MS40OTg0NTUgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIxODEuNDk4NDU1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTIiPgogICAgICA8IS0tIDIwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxODUuMTIxODkyKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAxNDYuNDEwNjkxIApMIDQxNy43IDE0Ni40MTA2OTEgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIxNDYuNDEwNjkxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIDMwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxNTAuMDM0MTI5KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCAxMTEuMzIyOTI4IApMIDQxNy43IDExMS4zMjI5MjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSIxMTEuMzIyOTI4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIDQwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSAxMTQuOTQ2MzY2KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gNTkuOCA3Ni4yMzUxNjUgCkwgNDE3LjcgNzYuMjM1MTY1IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU5LjgiIHhsaW5rOmhyZWY9IiNtNTcyYTExODUwMiIgeT0iNzYuMjM1MTY1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTUiPgogICAgICA8IS0tIDUwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNy4wNTYyNSA3OS44NTg2MDMpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja183Ij4KICAgICA8ZyBpZD0ibGluZTJkXzMxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSA1OS44IDQxLjE0NzQwMiAKTCA0MTcuNyA0MS4xNDc0MDIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTkuOCIgeGxpbms6aHJlZj0iI201NzJhMTE4NTAyIiB5PSI0MS4xNDc0MDIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgIDwhLS0gNjAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjA1NjI1IDQ0Ljc3MDgzOSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSA3Ni4wNjgxODIgMjUxLjY3Mzk4MSAKTCAxMTYuNzM4NjM2IDI1MS42NzM5ODEgCkwgMTE2LjczODYzNiAxMzcuODQ5Mjc3IApMIDc2LjA2ODE4MiAxMzcuODQ5Mjc3IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDExNi43Mzg2MzYgMjUxLjY3Mzk4MSAKTCAxNTcuNDA5MDkxIDI1MS42NzM5ODEgCkwgMTU3LjQwOTA5MSAyNS42MDM1MjMgCkwgMTE2LjczODYzNiAyNS42MDM1MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMTU3LjQwOTA5MSAyNTEuNjczOTgxIApMIDE5OC4wNzk1NDUgMjUxLjY3Mzk4MSAKTCAxOTguMDc5NTQ1IDE2MS45NTQ1NzEgCkwgMTU3LjQwOTA5MSAxNjEuOTU0NTcxIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDgzODlmMzgzZDMpIiBkPSJNIDE5OC4wNzk1NDUgMjUxLjY3Mzk4MSAKTCAyMzguNzUgMjUxLjY3Mzk4MSAKTCAyMzguNzUgMTk5Ljk4OTcwNiAKTCAxOTguMDc5NTQ1IDE5OS45ODk3MDYgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwODM4OWYzODNkMykiIGQ9Ik0gMjM4Ljc1IDI1MS42NzM5ODEgCkwgMjc5LjQyMDQ1NSAyNTEuNjczOTgxIApMIDI3OS40MjA0NTUgMjI2LjQ4MDk2NyAKTCAyMzguNzUgMjI2LjQ4MDk2NyAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzgiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A4Mzg5ZjM4M2QzKSIgZD0iTSAyNzkuNDIwNDU1IDI1MS42NzM5ODEgCkwgMzIwLjA5MDkwOSAyNTEuNjczOTgxIApMIDMyMC4wOTA5MDkgMjQ1LjA3NzQ4MSAKTCAyNzkuNDIwNDU1IDI0NS4wNzc0ODEgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzExIj4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAyNTEuNjczOTgxIApMIDU5LjggMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzEyIj4KICAgIDxwYXRoIGQ9Ik0gNDE3LjcgMjUxLjY3Mzk4MSAKTCA0MTcuNyAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTMiPgogICAgPHBhdGggZD0iTSA1OS44IDI1MS42NzM5ODEgCkwgNDE3LjcgMjUxLjY3Mzk4MSAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzE0Ij4KICAgIDxwYXRoIGQ9Ik0gNTkuOCAxNC4zIApMIDQxNy43IDE0LjMgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwODM4OWYzODNkMyI%2BCiAgIDxyZWN0IGhlaWdodD0iMjM3LjM3Mzk4MSIgd2lkdGg9IjM1Ny45IiB4PSI1OS44IiB5PSIxNC4zIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=8)&lt;/div&gt;\n",
-       "\n",
-       "    &lt;img 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NjI1IApRIDQxLjkzNzUgMzYuNzY1NjI1IDM0LjkwNjI1IDM1LjI5Njg3NSAKTCAzNC45MDYyNSAzNS4xMDkzNzUgClEgNDIuNjI1IDM0LjI4MTI1IDQ2LjkyMTg3NSAyOS45Mzc1IApRIDUxLjIxODc1IDI1LjU5Mzc1IDUxLjIxODc1IDE5IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTUxIi8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEyMS4zMzExOTYgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMTYxLjUgMjUxLjY3Mzk4MSAKTCAxNjEuNSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMTYxLjUiIHhsaW5rOmhyZWY9IiNtYzA1YTNiNzc3ZCIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIDQgLS0%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjEuMzYyNDQ2IDI3MS4yMzA0NzIpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDIwMS41MzEyNSAyNTEuNjczOTgxIApMIDIwMS41MzEyNSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMDEuMzkzNjk2IDI3MS4yMzA0NzIpcm90YXRlKC00NSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDI0MS41NjI1IDI1MS42NzM5ODEgCkwgMjQxLjU2MjUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNDEuNTYyNSIgeGxpbms6aHJlZj0iI21jMDVhM2I3NzdkIiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNSI%2BCiAgICAgIDwhLS0gNiAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyODEuNTkzNzUiIHhsaW5rOmhyZWY9IiNtYzA1YTNiNzc3ZCIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIDcgLS0%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMzIxLjYyNSAyNTEuNjczOTgxIApMIDMyMS42MjUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyMS40ODc0NDYgMjcxLjIzMDQ3Milyb3RhdGUoLTQ1KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDM2MS42NTYyNSAyNTEuNjczOTgxIApMIDM2MS42NTYyNSAxNC4zIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM2MS42NTYyNSIgeGxpbms6aHJlZj0iI21jMDVhM2I3NzdkIiB5PSIyNTEuNjczOTgxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gOSAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDAxLjY4NzUiIHhsaW5rOmhyZWY9IiNtYzA1YTNiNzc3ZCIgeT0iMjUxLjY3Mzk4MSIvPgogICAgICA8L2c%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%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%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtYmY5ZTQ5NzUyYiIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjUuNDI1IiB4bGluazpocmVmPSIjbWJmOWU0OTc1MmIiIHk9IjI1MS42NzM5ODEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ5LjM2NDA2MiAyNTUuMjk3NDE4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDY1LjQyNSAyMDQuOTk4OTYxIApMIDQxNy43IDIwNC45OTg5NjEgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjUuNDI1IiB4bGluazpocmVmPSIjbWJmOWU0OTc1MmIiIHk9IjIwNC45OTg5NjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMSI%2BCiAgICAgIDwhLS0gMjAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyLjY4MTI1IDIwOC42MjIzOTkpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YmUyNDA3YzI1KSIgZD0iTSA2NS40MjUgMTU4LjMyMzk0MSAKTCA0MTcuNyAxNTguMzIzOTQxIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY1LjQyNSIgeGxpbms6aHJlZj0iI21iZjllNDk3NTJiIiB5PSIxNTguMzIzOTQxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTIiPgogICAgICA8IS0tIDQwMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMi42ODEyNSAxNjEuOTQ3Mzc5KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gNjUuNDI1IDExMS42NDg5MjIgCkwgNDE3LjcgMTExLjY0ODkyMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2NS40MjUiIHhsaW5rOmhyZWY9IiNtYmY5ZTQ5NzUyYiIgeT0iMTExLjY0ODkyMiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSA2MDAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMzIuNjgxMjUgMTE1LjI3MjM1OSlzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTQiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDY1LjQyNSA2NC45NzM5MDIgCkwgNDE3LjcgNjQuOTczOTAyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY1LjQyNSIgeGxpbms6aHJlZj0iI21iZjllNDk3NTJiIiB5PSI2NC45NzM5MDIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNCI%2BCiAgICAgIDwhLS0gODAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDMyLjY4MTI1IDY4LjU5NzM0KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gNjUuNDI1IDE4LjI5ODg4MiAKTCA0MTcuNyAxOC4yOTg4ODIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjUuNDI1IiB4bGluazpocmVmPSIjbWJmOWU0OTc1MmIiIHk9IjE4LjI5ODg4MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE1Ij4KICAgICAgPCEtLSAxMDAwMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3LjEyMDMxMiAyMS45MjIzMilzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%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%2BCiAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTcwIi8%2BCiAgICAgIDx1c2UgeD0iNjEuMDgzOTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgIDx1c2UgeD0iOTQuMzg0NzY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgIDx1c2UgeD0iMTUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICA8dXNlIHg9IjI2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDgxLjQzNzUgMjUxLjY3Mzk4MSAKTCAxNDEuNDg0Mzc1IDI1MS42NzM5ODEgCkwgMTQxLjQ4NDM3NSAyNS42MDM1MjMgCkwgODEuNDM3NSAyNS42MDM1MjMgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMTQxLjQ4NDM3NSAyNTEuNjczOTgxIApMIDE4MS41MTU2MjUgMjUxLjY3Mzk4MSAKTCAxODEuNTE1NjI1IDE5MS45OTk5NjggCkwgMTQxLjQ4NDM3NSAxOTEuOTk5OTY4IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDE4MS41MTU2MjUgMjUxLjY3Mzk4MSAKTCAyMjEuNTQ2ODc1IDI1MS42NzM5ODEgCkwgMjIxLjU0Njg3NSAyMTcuMjk3ODI5IApMIDE4MS41MTU2MjUgMjE3LjI5NzgyOSAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzYiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1YmUyNDA3YzI1KSIgZD0iTSAyMjEuNTQ2ODc1IDI1MS42NzM5ODEgCkwgMjYxLjU3ODEyNSAyNTEuNjczOTgxIApMIDI2MS41NzgxMjUgMjM0LjkxNzY0OSAKTCAyMjEuNTQ2ODc1IDIzNC45MTc2NDkgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMjYxLjU3ODEyNSAyNTEuNjczOTgxIApMIDMwMS42MDkzNzUgMjUxLjY3Mzk4MSAKTCAzMDEuNjA5Mzc1IDI0Ny4yODY1MjkgCkwgMjYxLjU3ODEyNSAyNDcuMjg2NTI5IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDViZTI0MDdjMjUpIiBkPSJNIDMwMS42MDkzNzUgMjUxLjY3Mzk4MSAKTCAzNjEuNjU2MjUgMjUxLjY3Mzk4MSAKTCAzNjEuNjU2MjUgMjQ3Ljg5MzMwNCAKTCAzMDEuNjA5Mzc1IDI0Ny44OTMzMDQgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF85Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNWJlMjQwN2MyNSkiIGQ9Ik0gMzYxLjY1NjI1IDI1MS42NzM5ODEgCkwgNDAxLjY4NzUgMjUxLjY3Mzk4MSAKTCA0MDEuNjg3NSAyNDYuNjc5NzU0IApMIDM2MS42NTYyNSAyNDYuNjc5NzU0IAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMTAiPgogICAgPHBhdGggZD0iTSA2NS40MjUgMjUxLjY3Mzk4MSAKTCA2NS40MjUgMTQuMyAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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&quot; class=&quot;center-img img-responsive&quot; alt=&quot;Histogram&quot; /&gt;\n",
-       "    &lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with variable size bins&lt;/strong&gt; (bins=[ 2.   3.5  4.5  5.5  6.5  7.5  9.  10. ], &lt;a href=&quot;https://ui.adsabs.harvard.edu/abs/2013ApJ...764..167S/abstract&quot; target=&quot;_blank&quot;&gt;&quot;bayesian blocks&quot;&lt;/a&gt; binning strategy used)&lt;/div&gt;\n",
-       "\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;8812944824756398614-frequency_table&quot;&gt;\n",
-       "                    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
-       "                3\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                6443\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                43.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
-       "                2\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                3244\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                21.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:50.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
-       "                4\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2557\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                17.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:39.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
-       "                5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1473\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                9.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:22.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                718\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:11.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;10&quot;&gt;\n",
-       "                10\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                214\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:3.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
-       "                7\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                188\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n",
-       "                8\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                162\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:2.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;8812944824756398614-extreme_values&quot;&gt;\n",
-       "                    &lt;p class=&quot;h4&quot;&gt;Minimum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;2&quot;&gt;\n",
-       "                2\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                3244\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                21.6%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:50.3%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;3&quot;&gt;\n",
-       "                3\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                6443\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                43.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;4&quot;&gt;\n",
-       "                4\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2557\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                17.0%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:39.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
-       "                5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1473\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                9.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:22.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                718\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:11.1%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "\n",
-       "&lt;p class=&quot;h4&quot;&gt;Maximum 5 values&lt;/p&gt;\n",
-       "&lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;10&quot;&gt;\n",
-       "                10\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                214\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.4%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:14.5%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;8&quot;&gt;\n",
-       "                8\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                162\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.1%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:11.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;7&quot;&gt;\n",
-       "                7\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                188\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1.3%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:12.8%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;6&quot;&gt;\n",
-       "                6\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                718\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                4.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:48.7%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;5&quot;&gt;\n",
-       "                5\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                1473\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                9.8%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "&lt;/div&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=&quot;pp_var_Work_accident&quot;&gt;&lt;/a&gt;\n",
-       "&lt;div class=&quot;row variable&quot;&gt;\n",
-       "    &lt;div class=&quot;col-sm-3&quot;&gt;\n",
-       "        &lt;p class=&quot;h4&quot; title=&quot;Work_accident&quot;&gt;Work_accident&lt;br/&gt;\n",
-       "            &lt;small&gt;Boolean&lt;/small&gt;\n",
-       "        &lt;/p&gt;\n",
-       "    &lt;/div&gt;&lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "    &lt;div class=&quot;row&quot;&gt;\n",
-       "        &lt;div class=&quot;col-sm-6&quot;&gt;\n",
-       "            &lt;table class=&quot;stats &quot;&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Distinct count&lt;/th&gt;\n",
-       "                    &lt;td&gt;2&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr&gt;\n",
-       "                    &lt;th&gt;Unique (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;&lt; 0.1%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (%)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0.0%&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "                &lt;tr class=&quot;&quot;&gt;\n",
-       "                    &lt;th&gt;Missing (n)&lt;/th&gt;\n",
-       "                    &lt;td&gt;0&lt;/td&gt;\n",
-       "                &lt;/tr&gt;\n",
-       "            &lt;/table&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-3 collapse in&quot; id=&quot;minifreqtable-1477055286994865185&quot;&gt;\n",
-       "    &lt;table class=&quot;mini freq&quot;&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;0&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:100.0%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 85.5%&quot;&gt;\n",
-       "                            12830\n",
-       "                    &lt;/div&gt;\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "            &lt;tr class=&quot;&quot;&gt;\n",
-       "                &lt;th&gt;1&lt;/th&gt;\n",
-       "                &lt;td&gt;\n",
-       "                    &lt;div class=&quot;bar&quot;\n",
-       "                         style=&quot;width:16.9%&quot;\n",
-       "                         data-toggle=&quot;tooltip&quot;\n",
-       "                         data-placement=&quot;right&quot;\n",
-       "                         data-html=&quot;true&quot;\n",
-       "                         data-delay=500\n",
-       "                         title=&quot;Percentage: 14.5%&quot;&gt;\n",
-       "                            &amp;nbsp;\n",
-       "                    &lt;/div&gt;\n",
-       "                        2169\n",
-       "                &lt;/td&gt;\n",
-       "            &lt;/tr&gt;\n",
-       "    &lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 text-right&quot;&gt;\n",
-       "    &lt;a role=&quot;button&quot; data-toggle=&quot;collapse&quot; data-target=&quot;#freqtable-1477055286994865185, #minifreqtable-1477055286994865185&quot;\n",
-       "        aria-expanded=&quot;true&quot; aria-controls=&quot;collapseExample&quot;&gt;\n",
-       "        Toggle details\n",
-       "    &lt;/a&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;div class=&quot;col-sm-12 extrapadding collapse&quot; id=&quot;freqtable-1477055286994865185&quot;&gt;\n",
-       "    &lt;table class=&quot;freq table table-hover table-striped&quot;&gt;\n",
-       "    &lt;thead&gt;\n",
-       "        &lt;tr&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot;&gt;Value&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Count&lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;Frequency (%)&lt;/td&gt;\n",
-       "            &lt;td class=&quot;frequency-percentage&quot;&gt;&amp;nbsp;&lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/thead&gt;\n",
-       "    &lt;tbody&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;0&quot;&gt;\n",
-       "                0\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                12830\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                85.5%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:100.0%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "        &lt;tr class=&quot;&quot;&gt;\n",
-       "            &lt;td class=&quot;fillremaining&quot; title=&quot;1&quot;&gt;\n",
-       "                1\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                2169\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;number&quot;&gt;\n",
-       "                14.5%\n",
-       "            &lt;/td&gt;\n",
-       "            &lt;td class=&quot;bartd&quot;&gt;\n",
-       "                &lt;div class=&quot;bar&quot; style=&quot;width:16.9%&quot;&gt;&amp;nbsp;&lt;/div&gt;\n",
-       "            &lt;/td&gt;\n",
-       "        &lt;/tr&gt;\n",
-       "    &lt;/tbody&gt;\n",
-       "&lt;/table&gt;\n",
-       "&lt;/div&gt;\n",
-       "&lt;/div&gt;\n",
-       "    &lt;div class=&quot;row header&quot;&gt;\n",
-       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;correlations&quot;&gt;&lt;/a&gt;\n",
-       "        &lt;h1 class=&quot;page-header&quot;&gt;Correlations&lt;/h1&gt;\n",
-       "    &lt;/div&gt;\n",
-       "        &lt;div class=&quot;row variable&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#correlations-pearson&quot;\n",
-       "                       aria-controls=&quot;correlations-pearson&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Pearson&#x27;s r&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#correlations-spearman&quot;\n",
-       "                       aria-controls=&quot;correlations-spearman&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Spearman&#x27;s &amp;rho;&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#correlations-kendall&quot;\n",
-       "                       aria-controls=&quot;correlations-kendall&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Kendall&#x27;s &amp;tau;&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#correlations-phi_k&quot;\n",
-       "                       aria-controls=&quot;correlations-phi_k&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Phik (&amp;phi;&lt;sub&gt;&lt;em&gt;k&lt;/em&gt;&lt;/sub&gt;)&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#correlations-cramers&quot;\n",
-       "                       aria-controls=&quot;correlations-cramers&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Cramér&#x27;s V (&amp;phi;&lt;sub&gt;&lt;em&gt;c&lt;/em&gt;&lt;/sub&gt;)&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#correlations-recoded&quot;\n",
-       "                       aria-controls=&quot;correlations-recoded&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Recoded&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;correlations-pearson&quot;&gt;\n",
-       "                    &lt;img 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QUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl6bXFJSmZBQUFMRDBsRVFWUUVJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CS0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQklBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RW9BQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VnQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJLQUFBQUFBQUFBQUFBQUFBQUFBQUFBQU1CSUFBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJd0VJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFb0FBQUFBQUFBQUFBQUFBQUFBQUFBQUF3RWdBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBakFRZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU2dBQUFBQUFBQUFBQUFBQUFBQUFBQUFEQVNBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDTUJDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ01CQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUFNQktBQUFBQUFBQUFBQUFBQUFBQUFBQUFBTUJJQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSXdFSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUl3RUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBd0VvQUFBQUFBQUFBQUFBQUFBQUFBQUFBQXdFZ0FBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWpBUWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFqQVFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBREFTZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQURBU0FBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNNQkNBQUFBQUFBQUFBQUFBQUExTTRkQ3dBQUFBQU04cmNleHA0Q0NRQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUJ5bUI4WkFxSjZDMEFBQUFBU1VWT1JLNUNZSUk9IiB5PSItNjkuMTIiLz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzEiPgogICAgPGcgaWQ9Inh0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjc2LjQ4IDQ2MC44IApMIDI3Ni40OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDAgMy41IAoiIGlkPSJtNjBkMzFiZTIzZSIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjc2LjQ4IiB4bGluazpocmVmPSIjbTYwZDMxYmUyM2UiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%2BCiAgICAgIDwhLS0gYXZlcmFnZV9tb250bHlfaG91cnMgLS0%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%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%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%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%2BCiAgICAgICA8cGF0aCBkPSJNIDQwLjI4MTI1IDAgCkwgNDAuMjgxMjUgMzMuNSAKUSA0MC4yODEyNSAzOC43MTg3NSAzOS4yNSA0MS41OTM3NSAKUSAzOC4yMzQzNzUgNDQuNDg0Mzc1IDM1Ljk4NDM3NSA0NS43NSAKUSAzMy43MzQzNzUgNDcuMDE1NjI1IDI5LjM5MDYyNSA0Ny4wMTU2MjUgClEgMjMuMDQ2ODc1IDQ3LjAxNTYyNSAxOS4zNzUgNDIuNjcxODc1IApRIDE1LjcxODc1IDM4LjMyODEyNSAxNS43MTg3NSAzMC42MDkzNzUgCkwgMTUuNzE4NzUgMCAKTCA2LjkzNzUgMCAKTCA2LjkzNzUgNDEuNTQ2ODc1IApRIDYuOTM3NSA1MC43ODEyNSA2LjY0MDYyNSA1Mi44MjgxMjUgCkwgMTQuOTM3NSA1Mi44MjgxMjUgClEgMTQuOTg0Mzc1IDUyLjU5Mzc1IDE1LjAzMTI1IDUxLjUxNTYyNSAKUSAxNS4wOTM3NSA1MC40Mzc1IDE1LjE1NjI1IDQ5LjA0Njg3NSAKUSAxNS4yMzQzNzUgNDcuNjU2MjUgMTUuMzI4MTI1IDQzLjc5Njg3NSAKTCAxNS40ODQzNzUgNDMuNzk2ODc1IApRIDE4LjUgNDkuMjY1NjI1IDIyLjQ4NDM3NSA1MS41MzEyNSAKUSAyNi40Njg3NSA1My44MTI1IDMyLjM3NSA1My44MTI1IApRIDQxLjA2MjUgNTMuODEyNSA0NS4wOTM3NSA0OS40ODQzNzUgClEgNDkuMTI1IDQ1LjE3MTg3NSA0OS4xMjUgMzUuMjAzMTI1IApMIDQ5LjEyNSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHBhdGggZD0iTSAyNy4wNDY4NzUgMC4zOTA2MjUgClEgMjIuNzAzMTI1IC0wLjc4MTI1IDE4LjE3MTg3NSAtMC43ODEyNSAKUSA3LjYyNSAtMC43ODEyNSA3LjYyNSAxMS4xODc1IApMIDcuNjI1IDQ2LjQzNzUgCkwgMS41MTU2MjUgNDYuNDM3NSAKTCAxLjUxNTYyNSA1Mi44MjgxMjUgCkwgNy45NTMxMjUgNTIuODI4MTI1IApMIDEwLjU0Njg3NSA2NC42NTYyNSAKTCAxNi40MDYyNSA2NC42NTYyNSAKTCAxNi40MDYyNSA1Mi44MjgxMjUgCkwgMjYuMTcxODc1IDUyLjgyODEyNSAKTCAyNi4xNzE4NzUgNDYuNDM3NSAKTCAxNi40MDYyNSA0Ni40Mzc1IApMIDE2LjQwNjI1IDEzLjA5Mzc1IApRIDE2LjQwNjI1IDkuMjgxMjUgMTcuNjQwNjI1IDcuNzM0Mzc1IApRIDE4Ljg5MDYyNSA2LjIwMzEyNSAyMS45Njg3NSA2LjIwMzEyNSAKUSAyMy43MzQzNzUgNi4yMDMxMjUgMjcuMDQ2ODc1IDYuODkwNjI1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHBhdGggZD0iTSA2LjczNDM3NSAwIApMIDYuNzM0Mzc1IDcyLjQ2ODc1IApMIDE1LjUzMTI1IDcyLjQ2ODc1IApMIDE1LjUzMTI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTA4Ii8%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%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%2BCiAgICAgICA8cGF0aCBkPSJNIDE1LjMyODEyNSA1Mi44MjgxMjUgCkwgMTUuMzI4MTI1IDE5LjM0Mzc1IApRIDE1LjMyODEyNSAxNC4xMDkzNzUgMTYuMzU5Mzc1IDExLjIxODc1IApRIDE3LjM5MDYyNSA4LjM0Mzc1IDE5LjYyNSA3LjA3ODEyNSAKUSAyMS44NzUgNS44MTI1IDI2LjIxODc1IDUuODEyNSAKUSAzMi41NjI1IDUuODEyNSAzNi4yMTg3NSAxMC4xNTYyNSAKUSAzOS44OTA2MjUgMTQuNSAzOS44OTA2MjUgMjIuMjE4NzUgCkwgMzkuODkwNjI1IDUyLjgyODEyNSAKTCA0OC42ODc1IDUyLjgyODEyNSAKTCA0OC42ODc1IDExLjI4MTI1IApRIDQ4LjY4NzUgMi4wNDY4NzUgNDguOTY4NzUgMCAKTCA0MC42NzE4NzUgMCAKUSA0MC42MjUgMC4yNSA0MC41NzgxMjUgMS4zMTI1IApRIDQwLjUzMTI1IDIuMzkwNjI1IDQwLjQ1MzEyNSAzLjc4MTI1IApRIDQwLjM3NSA1LjE3MTg3NSA0MC4yODEyNSA5LjAzMTI1IApMIDQwLjE0MDYyNSA5LjAzMTI1IApRIDM3LjEwOTM3NSAzLjU2MjUgMzMuMTI1IDEuMjgxMjUgClEgMjkuMTU2MjUgLTAuOTg0Mzc1IDIzLjI1IC0wLjk4NDM3NSAKUSAxNC41NDY4NzUgLTAuOTg0Mzc1IDEwLjUxNTYyNSAzLjM0Mzc1IApRIDYuNSA3LjY3MTg3NSA2LjUgMTcuNjI1IApMIDYuNSA1Mi44MjgxMjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTE3Ii8%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNzkuMDY1OTM4IDU3My4wMjAzMTIpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2Ny4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18yIj4KICAgICA8ZyBpZD0ibGluZTJkXzMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDMyNS40NCA0NjAuOCAKTCAzMjUuNDQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjUuNDQiIHhsaW5rOmhyZWY9IiNtNjBkMzFiZTIzZSIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA2LjY4NzUgNjQuMDYyNSAKTCA2LjY4NzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDcyLjQ2ODc1IApMIDE1LjQ4NDM3NSA2NC4wNjI1IAp6Ck0gNi42ODc1IDAgCkwgNi42ODc1IDUyLjgyODEyNSAKTCAxNS40ODQzNzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMjguMDI1OTM4IDUzOC4wMDkzNzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMzc0LjQgNDYwLjggCkwgMzc0LjQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzNzQuNCIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMzM5LjA2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjUzOS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDYiLz4KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MTcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjY3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gNDIzLjM2IDQ2MC44IApMIDQyMy4zNiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQyMy4zNiIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIHByb21vdGlvbl9sYXN0XzV5ZWFycyAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gNDcyLjMyIDQ2MC44IApMIDQ3Mi4zMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzQuOTA1OTM4IDQ4Ny40MjE4NzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSA1MjEuMjggNDYwLjggCkwgNTIxLjI4IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjUyMS4yOCIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHNhdGlzZmFjdGlvbl9sZXZlbCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDIiLz4KICAgICAgIDx1c2UgeD0iMjMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI0NDQuNjI4OTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yNDQxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NTUuODU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjU3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSI2ODMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjczOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja183Ij4KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSA1NzAuMjQgNDYwLjggCkwgNTcwLjI0IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU3MC4yNCIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIHRpbWVfc3BlbmRfY29tcGFueSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSA2MTkuMiA0NjAuOCAKTCA2MTkuMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2MTkuMiIgeGxpbms6aHJlZj0iI202MGQzMWJlMjNlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIFdvcmtfYWNjaWRlbnQgLS0%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%2BCiAgICAgICA8dXNlIHg9Ijk0LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDkuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgIDx1c2UgeD0iMjMzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OC45MDAzOTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzk0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjQ0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNDY2LjczMjQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MjIuMzQ3NjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjU3Ny45NjI4OTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjMzLjU3ODEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDkzLjYgCkwgNjQzLjY4IDkzLjYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtNDFmMGRkNjcwZCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTQxZjBkZDY3MGQiIHk9IjkzLjYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS43Nzk2ODggOTcuMjIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDI1MiAxNDIuNTYgCkwgNjQzLjY4IDE0Mi41NiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMTQyLjU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NC43OTA2MjUgMTQ2LjE4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDI1MiAxOTEuNTIgCkwgNjQzLjY4IDE5MS41MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMTkxLjUyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIG51bWJlcl9wcm9qZWN0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTcyLjAyMzQzOCAxOTUuMTQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BjZmJmMDkwNGI1KSIgZD0iTSAyNTIgMjQwLjQ4IApMIDY0My42OCAyNDAuNDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTQxZjBkZDY3MGQiIHk9IjI0MC40OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNDAuMzQwNjI1IDI0NC4xMDM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGNmYmYwOTA0YjUpIiBkPSJNIDI1MiAyODkuNDQgCkwgNjQzLjY4IDI4OS40NCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMjg5LjQ0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIHF1aXQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMjUuMzc4MTI1IDI5My4wNjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDMzOC40IApMIDY0My42OCAzMzguNCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNDFmMGRkNjcwZCIgeT0iMzM4LjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNCI%2BCiAgICAgIDwhLS0gc2F0aXNmYWN0aW9uX2xldmVsIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTY1LjM1MTU2MyAzNDIuMDIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDM4Ny4zNiAKTCA2NDMuNjggMzg3LjM2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI200MWYwZGQ2NzBkIiB5PSIzODcuMzYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNSI%2BCiAgICAgIDwhLS0gdGltZV9zcGVuZF9jb21wYW55IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQzLjY3MDMxMyAzOTAuOTgzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjcuNzgzMjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zMDA3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMzUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU3Mi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2MjIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjY3OC4yMjI2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNzYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwY2ZiZjA5MDRiNSkiIGQ9Ik0gMjUyIDQzNi4zMiAKTCA2NDMuNjggNDM2LjMyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI200MWYwZGQ2NzBkIiB5PSI0MzYuMzIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NS4zNjcxODggNDM5Ljk0MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfOSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMy41IDAgCiIgaWQ9Im02YzBmZDQ3NzdmIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTZjMGZkNDc3N2YiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTciPgogICAgICA8IS0tIOKIkjEuMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA0LjkzNzUgMjkuNjg3NSAKTCA0LjkzNzUgMzYuODEyNSAKTCA1My41MTU2MjUgMzYuODEyNSAKTCA1My41MTU2MjUgMjkuNjg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQ2NC40MjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSI0MTEuODQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOCI%2BCiAgICAgIDwhLS0g4oiSMC43NSAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQxNS40NjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSIzNjIuODgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOSI%2BCiAgICAgIDwhLS0g4oiSMC41MCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMzY2LjUwMzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODcyMiIvPgogICAgICAgPHVzZSB4PSI1OC4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTQuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iMTQxLjc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjE5Ny40MTIxMDkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzEyIj4KICAgICA8ZyBpZD0ibGluZTJkXzM2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTZjMGZkNDc3N2YiIHk9IjMxMy45MiIvPgogICAgICA8L2c%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDMxNy41NDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNyI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSIyNjQuOTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMSI%2BCiAgICAgIDwhLS0gMC4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMjY4LjU4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTQiPgogICAgIDxnIGlkPSJsaW5lMmRfMzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtNmMwZmQ0Nzc3ZiIgeT0iMjE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjIiPgogICAgICA8IS0tIDAuMjUgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDIxOS42MjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE1Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM5Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTZjMGZkNDc3N2YiIHk9IjE2Ny4wNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIzIj4KICAgICAgPCEtLSAwLjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCAxNzAuNjYzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80MCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI202YzBmZDQ3NzdmIiB5PSIxMTguMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNCI%2BCiAgICAgIDwhLS0gMC43NSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTIxLjcwMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTciPgogICAgIDxnIGlkPSJsaW5lMmRfNDEiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtNmMwZmQ0Nzc3ZiIgeT0iNjkuMTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNSI%2BCiAgICAgIDwhLS0gMS4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgNzIuNzQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%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%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwY2ZiZjA5MDRiNSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InAwMjljYTM5ZjJkIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Pearson&#x27;s r&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-spearman&quot;&gt;\n",
-       "                    &lt;img 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%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjc2LjQ4IDQ2MC44IApMIDI3Ni40OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDAgMy41IAoiIGlkPSJtOGZlMDI2NjlkZCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjc2LjQ4IiB4bGluazpocmVmPSIjbThmZTAyNjY5ZGQiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMSI%2BCiAgICAgIDwhLS0gYXZlcmFnZV9tb250bHlfaG91cnMgLS0%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%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%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%2BCiAgICAgICA8cGF0aCBkPSJNIDUxLjQyMTg3NSAyNi40Njg3NSAKUSA1MS40MjE4NzUgMTIuNTkzNzUgNDUuMzEyNSA1Ljc5Njg3NSAKUSAzOS4yMDMxMjUgLTAuOTg0Mzc1IDI3LjU5Mzc1IC0wLjk4NDM3NSAKUSAxNi4wMTU2MjUgLTAuOTg0Mzc1IDEwLjEwOTM3NSA2LjA3ODEyNSAKUSA0LjIwMzEyNSAxMy4xNDA2MjUgNC4yMDMxMjUgMjYuNDY4NzUgClEgNC4yMDMxMjUgNTMuODEyNSAyNy44NzUgNTMuODEyNSAKUSAzOS45ODQzNzUgNTMuODEyNSA0NS43MDMxMjUgNDcuMTQwNjI1IApRIDUxLjQyMTg3NSA0MC40ODQzNzUgNTEuNDIxODc1IDI2LjQ2ODc1IAp6Ck0gNDIuMTg3NSAyNi40Njg3NSAKUSA0Mi4xODc1IDM3LjQwNjI1IDM4LjkzNzUgNDIuMzU5Mzc1IApRIDM1LjY4NzUgNDcuMzEyNSAyOC4wMzEyNSA0Ny4zMTI1IApRIDIwLjMxMjUgNDcuMzEyNSAxNi44NTkzNzUgNDIuMjUgClEgMTMuNDIxODc1IDM3LjIwMzEyNSAxMy40MjE4NzUgMjYuNDY4NzUgClEgMTMuNDIxODc1IDE2LjAxNTYyNSAxNi44MTI1IDEwLjc2NTYyNSAKUSAyMC4yMTg3NSA1LjUxNTYyNSAyNy40ODQzNzUgNS41MTU2MjUgClEgMzUuNDA2MjUgNS41MTU2MjUgMzguNzk2ODc1IDEwLjU5Mzc1IApRIDQyLjE4NzUgMTUuNjcxODc1IDQyLjE4NzUgMjYuNDY4NzUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTExIi8%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%2BCiAgICAgICA8cGF0aCBkPSJNIDkuMzI4MTI1IC0yMC43NSAKUSA1LjcxODc1IC0yMC43NSAzLjI2NTYyNSAtMjAuMjE4NzUgCkwgMy4yNjU2MjUgLTEzLjYyNSAKUSA1LjEyNSAtMTMuOTIxODc1IDcuMzc1IC0xMy45MjE4NzUgClEgMTUuNTc4MTI1IC0xMy45MjE4NzUgMjAuMzU5Mzc1IC0xLjg1OTM3NSAKTCAyMS4xODc1IDAuMjUgCkwgMC4yNSA1Mi44MjgxMjUgCkwgOS42MjUgNTIuODI4MTI1IApMIDIwLjc1IDIzLjY0MDYyNSAKUSAyMSAyMi45NTMxMjUgMjEuMzQzNzUgMjIgClEgMjEuNjg3NSAyMS4wNDY4NzUgMjMuNTMxMjUgMTUuNjI1IApRIDI1LjM5MDYyNSAxMC4yMDMxMjUgMjUuNTMxMjUgOS41NzgxMjUgCkwgMjguOTUzMTI1IDE5LjE4NzUgCkwgNDAuNTMxMjUgNTIuODI4MTI1IApMIDQ5LjgxMjUgNTIuODI4MTI1IApMIDI5LjUgMCAKUSAyNi4yMTg3NSAtOC40NTMxMjUgMjMuMzkwNjI1IC0xMi41NzgxMjUgClEgMjAuNTYyNSAtMTYuNzAzMTI1IDE3LjEwOTM3NSAtMTguNzE4NzUgClEgMTMuNjcxODc1IC0yMC43NSA5LjMyODEyNSAtMjAuNzUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTIxIi8%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyNzkuMDY1OTM4IDU3My4wMjAzMTIpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2Ny4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18yIj4KICAgICA8ZyBpZD0ibGluZTJkXzMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDMyNS40NCA0NjAuOCAKTCAzMjUuNDQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzMjUuNDQiIHhsaW5rOmhyZWY9IiNtOGZlMDI2NjlkZCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA2LjY4NzUgNjQuMDYyNSAKTCA2LjY4NzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDcyLjQ2ODc1IApMIDE1LjQ4NDM3NSA2NC4wNjI1IAp6Ck0gNi42ODc1IDAgCkwgNi42ODc1IDUyLjgyODEyNSAKTCAxNS40ODQzNzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzMjguMDI1OTM4IDUzOC4wMDkzNzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMzc0LjQgNDYwLjggCkwgMzc0LjQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzNzQuNCIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMzM5LjA2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjUzOS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDYiLz4KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MTcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjY3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gNDIzLjM2IDQ2MC44IApMIDQyMy4zNiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQyMy4zNiIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIHByb21vdGlvbl9sYXN0XzV5ZWFycyAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUxLjQyMTg3NSAyMi40MDYyNSAKUSA1MS40MjE4NzUgMTEuNTMxMjUgNDQuOTUzMTI1IDUuMjY1NjI1IApRIDM4LjQ4NDM3NSAtMC45ODQzNzUgMjcgLTAuOTg0Mzc1IApRIDE3LjM5MDYyNSAtMC45ODQzNzUgMTEuNDY4NzUgMy4yMTg3NSAKUSA1LjU2MjUgNy40MjE4NzUgNCAxNS4zNzUgCkwgMTIuODkwNjI1IDE2LjQwNjI1IApRIDE1LjY3MTg3NSA2LjIwMzEyNSAyNy4yMDMxMjUgNi4yMDMxMjUgClEgMzQuMjgxMjUgNi4yMDMxMjUgMzguMjgxMjUgMTAuNDY4NzUgClEgNDIuMjgxMjUgMTQuNzUgNDIuMjgxMjUgMjIuMjE4NzUgClEgNDIuMjgxMjUgMjguNzE4NzUgMzguMjUgMzIuNzE4NzUgClEgMzQuMjM0Mzc1IDM2LjcxODc1IDI3LjM5MDYyNSAzNi43MTg3NSAKUSAyMy44MjgxMjUgMzYuNzE4NzUgMjAuNzUgMzUuNTkzNzUgClEgMTcuNjcxODc1IDM0LjQ2ODc1IDE0LjU5Mzc1IDMxLjc4MTI1IApMIDYgMzEuNzgxMjUgCkwgOC4yOTY4NzUgNjguNzk2ODc1IApMIDQ3LjQwNjI1IDY4Ljc5Njg3NSAKTCA0Ny40MDYyNSA2MS4zMjgxMjUgCkwgMTYuMzEyNSA2MS4zMjgxMjUgCkwgMTQuOTg0Mzc1IDM5LjUgClEgMjAuNzAzMTI1IDQzLjg5MDYyNSAyOS4yMDMxMjUgNDMuODkwNjI1IApRIDM5LjM1OTM3NSA0My44OTA2MjUgNDUuMzkwNjI1IDM3LjkzNzUgClEgNTEuNDIxODc1IDMxLjk4NDM3NSA1MS40MjE4NzUgMjIuNDA2MjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDI1Ljk0NTkzOCA1NzIuNDU5Mzc1KXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gNDcyLjMyIDQ2MC44IApMIDQ3Mi4zMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI0NzIuMzIiIHhsaW5rOmhyZWY9IiNtOGZlMDI2NjlkZCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSBxdWl0IC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMjMuNjQwNjI1IC0wLjk4NDM3NSAKUSAxMy41NzgxMjUgLTAuOTg0Mzc1IDguODkwNjI1IDUuNzk2ODc1IApRIDQuMjAzMTI1IDEyLjU5Mzc1IDQuMjAzMTI1IDI2LjE3MTg3NSAKUSA0LjIwMzEyNSA1My44MTI1IDIzLjY0MDYyNSA1My44MTI1IApRIDI5LjY0MDYyNSA1My44MTI1IDMzLjU0Njg3NSA1MS42ODc1IApRIDM3LjQ1MzEyNSA0OS41NjI1IDQwLjA5Mzc1IDQ0LjYyNSAKTCA0MC4xODc1IDQ0LjYyNSAKUSA0MC4xODc1IDQ2LjA5Mzc1IDQwLjM3NSA0OS42NzE4NzUgClEgNDAuNTc4MTI1IDUzLjI2NTYyNSA0MC43NjU2MjUgNTMuNTE1NjI1IApMIDQ5LjIxODc1IDUzLjUxNTYyNSAKUSA0OC44NzUgNTAuNjQwNjI1IDQ4Ljg3NSAzOS4xMDkzNzUgCkwgNDguODc1IC0yMC43NSAKTCA0MC4wOTM3NSAtMjAuNzUgCkwgNDAuMDkzNzUgMC42ODc1IApMIDQwLjI4MTI1IDguNjg3NSAKTCA0MC4xODc1IDguNjg3NSAKUSAzNy41NDY4NzUgMy40Njg3NSAzMy42ODc1IDEuMjM0Mzc1IApRIDI5LjgyODEyNSAtMC45ODQzNzUgMjMuNjQwNjI1IC0wLjk4NDM3NSAKegpNIDQwLjA5Mzc1IDI3LjA0Njg3NSAKUSA0MC4wOTM3NSAzNy4zNTkzNzUgMzYuNzE4NzUgNDIuMzI4MTI1IApRIDMzLjM0Mzc1IDQ3LjMxMjUgMjUuOTg0Mzc1IDQ3LjMxMjUgClEgMTkuMjgxMjUgNDcuMzEyNSAxNi4zNDM3NSA0Mi4zMjgxMjUgClEgMTMuNDIxODc1IDM3LjM1OTM3NSAxMy40MjE4NzUgMjYuNDY4NzUgClEgMTMuNDIxODc1IDE1LjM3NSAxNi4zNzUgMTAuNTkzNzUgClEgMTkuMzQzNzUgNS44MTI1IDI1Ljg3NSA1LjgxMjUgClEgMzMuMzQzNzUgNS44MTI1IDM2LjcxODc1IDExLjEyNSAKUSA0MC4wOTM3NSAxNi40NTMxMjUgNDAuMDkzNzUgMjcuMDQ2ODc1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NzQuOTA1OTM4IDQ4Ny40MjE4NzUpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEzIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSA1MjEuMjggNDYwLjggCkwgNTIxLjI4IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjUyMS4yOCIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHNhdGlzZmFjdGlvbl9sZXZlbCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDIiLz4KICAgICAgIDx1c2UgeD0iMjMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI0NDQuNjI4OTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yNDQxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NTUuODU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjU3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSI2ODMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjczOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja183Ij4KICAgICA8ZyBpZD0ibGluZTJkXzEzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSA1NzAuMjQgNDYwLjggCkwgNTcwLjI0IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU3MC4yNCIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIHRpbWVfc3BlbmRfY29tcGFueSAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDQwLjA5Mzc1IDguNSAKUSAzNy42NDA2MjUgMy40MjE4NzUgMzMuNjA5Mzc1IDEuMjE4NzUgClEgMjkuNTkzNzUgLTAuOTg0Mzc1IDIzLjY0MDYyNSAtMC45ODQzNzUgClEgMTMuNjI1IC0wLjk4NDM3NSA4LjkwNjI1IDUuNzUgClEgNC4yMDMxMjUgMTIuNSA0LjIwMzEyNSAyNi4xNzE4NzUgClEgNC4yMDMxMjUgNTMuODEyNSAyMy42NDA2MjUgNTMuODEyNSAKUSAyOS42NDA2MjUgNTMuODEyNSAzMy42NDA2MjUgNTEuNjA5Mzc1IApRIDM3LjY0MDYyNSA0OS40MjE4NzUgNDAuMDkzNzUgNDQuNjI1IApMIDQwLjE4NzUgNDQuNjI1IApMIDQwLjA5Mzc1IDUwLjUzMTI1IApMIDQwLjA5Mzc1IDcyLjQ2ODc1IApMIDQ4Ljg3NSA3Mi40Njg3NSAKTCA0OC44NzUgMTAuODkwNjI1IApRIDQ4Ljg3NSAyLjY0MDYyNSA0OS4xNzE4NzUgMCAKTCA0MC43NjU2MjUgMCAKUSA0MC42MjUgMC43ODEyNSA0MC40NTMxMjUgMy42MDkzNzUgClEgNDAuMjgxMjUgNi40NTMxMjUgNDAuMjgxMjUgOC41IAp6Ck0gMTMuNDIxODc1IDI2LjQ2ODc1IApRIDEzLjQyMTg3NSAxNS4zNzUgMTYuMzQzNzUgMTAuNTkzNzUgClEgMTkuMjgxMjUgNS44MTI1IDI1Ljg3NSA1LjgxMjUgClEgMzMuMzQzNzUgNS44MTI1IDM2LjcxODc1IDEwLjk4NDM3NSAKUSA0MC4wOTM3NSAxNi4xNTYyNSA0MC4wOTM3NSAyNy4wNDY4NzUgClEgNDAuMDkzNzUgMzcuNTQ2ODc1IDM2LjcxODc1IDQyLjQyMTg3NSAKUSAzMy4zNDM3NSA0Ny4zMTI1IDI1Ljk4NDM3NSA0Ny4zMTI1IApRIDE5LjM0Mzc1IDQ3LjMxMjUgMTYuMzc1IDQyLjQwNjI1IApRIDEzLjQyMTg3NSAzNy41IDEzLjQyMTg3NSAyNi40Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNTcyLjgyNTkzOCA1NjkuMTI5Njg3KXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIyNy43ODMyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTMzLjMwMDc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjQ0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSA2MTkuMiA0NjAuOCAKTCA2MTkuMiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2MTkuMiIgeGxpbms6aHJlZj0iI204ZmUwMjY2OWRkIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIFdvcmtfYWNjaWRlbnQgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3My43ODEyNSAwIApMIDYyLjY0MDYyNSAwIApMIDUwLjczNDM3NSA0My43MDMxMjUgClEgNDkuNTYyNSA0Ny43OTY4NzUgNDcuMzEyNSA1OC40MDYyNSAKUSA0Ni4wNDY4NzUgNTIuNzM0Mzc1IDQ1LjE1NjI1IDQ4LjkyMTg3NSAKUSA0NC4yODEyNSA0NS4xMjUgMzEuODQzNzUgMCAKTCAyMC43MDMxMjUgMCAKTCAwLjQzNzUgNjguNzk2ODc1IApMIDEwLjE1NjI1IDY4Ljc5Njg3NSAKTCAyMi41MTU2MjUgMjUuMDkzNzUgClEgMjQuNzAzMTI1IDE2Ljg5MDYyNSAyNi41NjI1IDguMjAzMTI1IApRIDI3LjczNDM3NSAxMy41NzgxMjUgMjkuMjY1NjI1IDE5LjkyMTg3NSAKUSAzMC44MTI1IDI2LjI2NTYyNSA0Mi44MjgxMjUgNjguNzk2ODc1IApMIDUxLjc2NTYyNSA2OC43OTY4NzUgCkwgNjMuNzE4NzUgMjUuOTg0Mzc1IApRIDY2LjQ1MzEyNSAxNS40ODQzNzUgNjguMDE1NjI1IDguMjAzMTI1IApMIDY4LjQ1MzEyNSA5LjkwNjI1IApRIDY5Ljc4MTI1IDE1LjUzMTI1IDcwLjYwOTM3NSAxOS4wNjI1IApRIDcxLjQzNzUgMjIuNjA5Mzc1IDg0LjMyODEyNSA2OC43OTY4NzUgCkwgOTQuMDQ2ODc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy04NyIvPgogICAgICAgPHBhdGggZD0iTSAzOS44NDM3NSAwIApMIDIxLjk2ODc1IDI0LjEyNSAKTCAxNS41MzEyNSAxOC43OTY4NzUgCkwgMTUuNTMxMjUgMCAKTCA2LjczNDM3NSAwIApMIDYuNzM0Mzc1IDcyLjQ2ODc1IApMIDE1LjUzMTI1IDcyLjQ2ODc1IApMIDE1LjUzMTI1IDI3LjIwMzEyNSAKTCAzOC43MTg3NSA1Mi44MjgxMjUgCkwgNDkuMDMxMjUgNTIuODI4MTI1IApMIDI3LjU5Mzc1IDMwLjEyNSAKTCA1MC4xNDA2MjUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjIxLjc4NTkzOCA1MzcuNDMyODEyKXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3Ii8%2BCiAgICAgICA8dXNlIHg9Ijk0LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDkuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgIDx1c2UgeD0iMjMzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OC45MDAzOTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzk0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjQ0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNDY2LjczMjQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MjIuMzQ3NjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjU3Ny45NjI4OTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjMzLjU3ODEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDkzLjYgCkwgNjQzLjY4IDkzLjYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOCI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtZWMyMzRiMTQwMCIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWVjMjM0YjE0MDAiIHk9IjkzLjYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF85Ij4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS43Nzk2ODggOTcuMjIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMTkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDI1MiAxNDIuNTYgCkwgNjQzLjY4IDE0Mi41NiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMTQyLjU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NC43OTA2MjUgMTQ2LjE4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMjEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDI1MiAxOTEuNTIgCkwgNjQzLjY4IDE5MS41MiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzIyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMTkxLjUyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTEiPgogICAgICA8IS0tIG51bWJlcl9wcm9qZWN0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTcyLjAyMzQzOCAxOTUuMTQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja180Ij4KICAgICA8ZyBpZD0ibGluZTJkXzIzIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BmODdmYTk2OWExKSIgZD0iTSAyNTIgMjQwLjQ4IApMIDY0My42OCAyNDAuNDggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWVjMjM0YjE0MDAiIHk9IjI0MC40OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEyIj4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNDAuMzQwNjI1IDI0NC4xMDM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGY4N2ZhOTY5YTEpIiBkPSJNIDI1MiAyODkuNDQgCkwgNjQzLjY4IDI4OS40NCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMjg5LjQ0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIHF1aXQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMjUuMzc4MTI1IDI5My4wNjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDMzOC40IApMIDY0My42OCAzMzguNCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtZWMyMzRiMTQwMCIgeT0iMzM4LjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNCI%2BCiAgICAgIDwhLS0gc2F0aXNmYWN0aW9uX2xldmVsIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTY1LjM1MTU2MyAzNDIuMDIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDM4Ny4zNiAKTCA2NDMuNjggMzg3LjM2IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21lYzIzNGIxNDAwIiB5PSIzODcuMzYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNSI%2BCiAgICAgIDwhLS0gdGltZV9zcGVuZF9jb21wYW55IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQzLjY3MDMxMyAzOTAuOTgzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjcuNzgzMjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zMDA3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMzUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU3Mi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2MjIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjY3OC4yMjI2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNzYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwZjg3ZmE5NjlhMSkiIGQ9Ik0gMjUyIDQzNi4zMiAKTCA2NDMuNjggNDM2LjMyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21lYzIzNGIxNDAwIiB5PSI0MzYuMzIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNiI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NS4zNjcxODggNDM5Ljk0MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfOSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMy41IDAgCiIgaWQ9Im1kYmUyMzk0MTFhIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbWRiZTIzOTQxMWEiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTciPgogICAgICA8IS0tIOKIkjEuMDAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA0LjkzNzUgMjkuNjg3NSAKTCA0LjkzNzUgMzYuODEyNSAKTCA1My41MTU2MjUgMzYuODEyNSAKTCA1My41MTU2MjUgMjkuNjg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8cGF0aCBkPSJNIDkuMTI1IDAgCkwgOS4xMjUgMTAuNjg3NSAKTCAxOC42NTYyNSAxMC42ODc1IApMIDE4LjY1NjI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDxwYXRoIGQ9Ik0gNTEuNzAzMTI1IDM0LjQyMTg3NSAKUSA1MS43MDMxMjUgMTcuMTg3NSA0NS42MjUgOC4wOTM3NSAKUSAzOS41NDY4NzUgLTAuOTg0Mzc1IDI3LjY4NzUgLTAuOTg0Mzc1IApRIDE1LjgyODEyNSAtMC45ODQzNzUgOS44NTkzNzUgOC4wNDY4NzUgClEgMy45MDYyNSAxNy4wOTM3NSAzLjkwNjI1IDM0LjQyMTg3NSAKUSAzLjkwNjI1IDUyLjE1NjI1IDkuNjg3NSA2MC45ODQzNzUgClEgMTUuNDg0Mzc1IDY5LjgyODEyNSAyNy45ODQzNzUgNjkuODI4MTI1IApRIDQwLjE0MDYyNSA2OS44MjgxMjUgNDUuOTIxODc1IDYwLjg5MDYyNSAKUSA1MS43MDMxMjUgNTEuOTUzMTI1IDUxLjcwMzEyNSAzNC40MjE4NzUgCnoKTSA0Mi43ODEyNSAzNC40MjE4NzUgClEgNDIuNzgxMjUgNDkuMzEyNSAzOS4zMjgxMjUgNTYgClEgMzUuODkwNjI1IDYyLjcwMzEyNSAyNy45ODQzNzUgNjIuNzAzMTI1IApRIDE5Ljg3NSA2Mi43MDMxMjUgMTYuMzI4MTI1IDU2LjEwOTM3NSAKUSAxMi43OTY4NzUgNDkuNTE1NjI1IDEyLjc5Njg3NSAzNC40MjE4NzUgClEgMTIuNzk2ODc1IDE5Ljc4MTI1IDE2LjM3NSAxMi45ODQzNzUgClEgMTkuOTY4NzUgNi4yMDMxMjUgMjcuNzgxMjUgNi4yMDMxMjUgClEgMzUuNTQ2ODc1IDYuMjAzMTI1IDM5LjE1NjI1IDEzLjEyNSAKUSA0Mi43ODEyNSAyMC4wNjI1IDQyLjc4MTI1IDM0LjQyMTg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQ2NC40MjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSI0MTEuODQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOCI%2BCiAgICAgIDwhLS0g4oiSMC43NSAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDUwLjU5Mzc1IDYxLjY3MTg3NSAKUSA0MC4wNDY4NzUgNDUuNTYyNSAzNS42ODc1IDM2LjQyMTg3NSAKUSAzMS4zNDM3NSAyNy4yOTY4NzUgMjkuMTcxODc1IDE4LjQwNjI1IApRIDI3IDkuNTE1NjI1IDI3IDAgCkwgMTcuODI4MTI1IDAgClEgMTcuODI4MTI1IDEzLjE4NzUgMjMuNDA2MjUgMjcuNzUgClEgMjkgNDIuMzI4MTI1IDQyLjA5Mzc1IDYxLjMyODEyNSAKTCA1LjEyNSA2MS4zMjgxMjUgCkwgNS4xMjUgNjguNzk2ODc1IApMIDUwLjU5Mzc1IDY4Ljc5Njg3NSAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQxNS40NjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NSIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSIzNjIuODgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xOSI%2BCiAgICAgIDwhLS0g4oiSMC41MCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMzY2LjUwMzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODcyMiIvPgogICAgICAgPHVzZSB4PSI1OC4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMTQuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iMTQxLjc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgICA8dXNlIHg9IjE5Ny40MTIxMDkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzEyIj4KICAgICA8ZyBpZD0ibGluZTJkXzM2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbWRiZTIzOTQxMWEiIHk9IjMxMy45MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIwIj4KICAgICAgPCEtLSDiiJIwLjI1IC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gNS4wMzEyNSAwIApMIDUuMDMxMjUgNi4yMDMxMjUgClEgNy41MTU2MjUgMTEuOTIxODc1IDExLjEwOTM3NSAxNi4yODEyNSAKUSAxNC43MDMxMjUgMjAuNjU2MjUgMTguNjU2MjUgMjQuMTg3NSAKUSAyMi42MDkzNzUgMjcuNzM0Mzc1IDI2LjQ4NDM3NSAzMC43NjU2MjUgClEgMzAuMzc1IDMzLjc5Njg3NSAzMy41IDM2LjgxMjUgClEgMzYuNjI1IDM5Ljg0Mzc1IDM4LjU0Njg3NSA0My4xNTYyNSAKUSA0MC40ODQzNzUgNDYuNDg0Mzc1IDQwLjQ4NDM3NSA1MC42ODc1IApRIDQwLjQ4NDM3NSA1Ni4zNDM3NSAzNy4xNTYyNSA1OS40Njg3NSAKUSAzMy44NDM3NSA2Mi41OTM3NSAyNy45Mzc1IDYyLjU5Mzc1IApRIDIyLjMxMjUgNjIuNTkzNzUgMTguNjcxODc1IDU5LjU0Njg3NSAKUSAxNS4wNDY4NzUgNTYuNSAxNC40MDYyNSA1MC45ODQzNzUgCkwgNS40MjE4NzUgNTEuODEyNSAKUSA2LjM5MDYyNSA2MC4wNjI1IDEyLjQyMTg3NSA2NC45Mzc1IApRIDE4LjQ1MzEyNSA2OS44MjgxMjUgMjcuOTM3NSA2OS44MjgxMjUgClEgMzguMzI4MTI1IDY5LjgyODEyNSA0My45MjE4NzUgNjQuOTIxODc1IApRIDQ5LjUxNTYyNSA2MC4wMTU2MjUgNDkuNTE1NjI1IDUwLjk4NDM3NSAKUSA0OS41MTU2MjUgNDYuOTY4NzUgNDcuNjcxODc1IDQzLjAxNTYyNSAKUSA0NS44NDM3NSAzOS4wNjI1IDQyLjIzNDM3NSAzNS4xMDkzNzUgClEgMzguNjI1IDMxLjE1NjI1IDI4LjQyMTg3NSAyMi44NTkzNzUgClEgMjIuNzk2ODc1IDE4LjI2NTYyNSAxOS40Njg3NSAxNC41NzgxMjUgClEgMTYuMTU2MjUgMTAuODkwNjI1IDE0LjcwMzEyNSA3LjQ2ODc1IApMIDUwLjU5Mzc1IDcuNDY4NzUgCkwgNTAuNTkzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDMxNy41NDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNyI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSIyNjQuOTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMSI%2BCiAgICAgIDwhLS0gMC4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMjY4LjU4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTQiPgogICAgIDxnIGlkPSJsaW5lMmRfMzgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtZGJlMjM5NDExYSIgeT0iMjE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjIiPgogICAgICA8IS0tIDAuMjUgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDIxOS42MjM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE1Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM5Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbWRiZTIzOTQxMWEiIHk9IjE2Ny4wNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIzIj4KICAgICAgPCEtLSAwLjUwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCAxNzAuNjYzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80MCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI21kYmUyMzk0MTFhIiB5PSIxMTguMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNCI%2BCiAgICAgIDwhLS0gMC43NSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTIxLjcwMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTciPgogICAgIDxnIGlkPSJsaW5lMmRfNDEiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtZGJlMjM5NDExYSIgeT0iNjkuMTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNSI%2BCiAgICAgIDwhLS0gMS4wMCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgNzIuNzQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8aW1hZ2UgaGVpZ2h0PSIzOTEuNjgiIGlkPSJpbWFnZTM5MDRiYzRmMDUiIHRyYW5zZm9ybT0ic2NhbGUoMSAtMSl0cmFuc2xhdGUoMCAtMzkxLjY4KSIgd2lkdGg9IjE5LjYyIiB4PSI2NzcuMTYiIHhsaW5rOmhyZWY9ImRhdGE6aW1hZ2UvcG5nO2Jhc2U2NCwKaVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQU5vQUFCRUFDQVlBQUFDeUVmVG9BQUFBQkhOQ1NWUUlDQWdJZkFoa2lBQUFJQUJKUkVGVWVKenMyOEVOd3pBTUJFSGFVUDhsVzZuQ0s4Q1pxWUNmQlY5M3pldzl3S3Z1MHdmQVB4QWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCWU4xU2c5ZkpEQUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENCaCtRa0JtRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWpLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDaHA4UWtCa0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0F6Q0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RGhKd1JrQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSVNBekNBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnWVBnSkFabEJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEl5QXdDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ1lma0pBWmhBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJeWc0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQW9hZkVKQVpCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnTXdnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0E0U2NFWkFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlFZ013Z0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUdENENRR1pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDTWdNQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlHSDVDUUdZUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ01vT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFLR254Q1FHUVNFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSURNSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnT0VuQkdRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aElETUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENCZytBa0JtVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2pJREFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQmgrUWtCbUVCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ2hwOFFrQmtFaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBekNBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERoSndSa0JnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0lTQXpDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ1lQZ0pBWmxCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJeUF3Q1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdZZmtKQVpoQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SXlnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFvYWZFSkFaQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ013Z0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BNFNjRVpBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5RWdNd2dJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlHRDRDUUdaUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ01nTUFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJR0g1Q1FHWVFFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNNb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRS0dueENRR1FTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElETUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ09FbkJHUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGhJRE1JQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQmcrQWtCbVVGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqSURBSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0JoK1FrQm1FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBaktEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENocDhRa0JrRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQXpDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREaEp3UmtCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JU0F6Q0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdZUGdKQVpsQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCdzA4SXlBd0NRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnWWZrSkFaaEFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0l5ZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Bb2FmRUpBWkJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdNd2dJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTRTY0VaQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUVnTXdnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJR0Q0Q1FHWlFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENNZ01Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUdINUNRR1lRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DTW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUtHbnhDUUdRU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJRE1JQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdPRW5CR1FHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VERDhoSURNSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0JnK0FrQm1VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3aklEQUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENCaCtRa0JtRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWpLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDaHA4UWtCa0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0F6Q0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RGhKd1JrQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSVNBekNBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnWVBnSkFabEJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEl5QXdDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ1lma0pBWmhBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJeWc0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQW9hZkVKQVpCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnTXdnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0E0U2NFWkFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlFZ013Z0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUdENENRR1pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDTWdNQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlHSDVDUUdZUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ01vT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFLR254Q1FHUVNFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSURNSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnT0VuQkdRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aElETUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENCZytBa0JtVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2pJREFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQmgrUWtCbUVCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ2hwOFFrQmtFaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBekNBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERoSndSa0JnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0lTQXpDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ1lQZ0pBWmxCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJeUF3Q1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdZZmtKQVpoQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SXlnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFvYWZFSkFaQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ013Z0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BNFNjRVpBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5RWdNd2dJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlHRDRDUUdaUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ01nTUFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJR0g1Q1FHWVFFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNNb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRS0dueENRR1FTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElETUlDQTBDQWdOQWtLRGdOQWdJRFFJQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ09FbkJHUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGhJRE1JQ0EwQ1FvT0EwQ0FnTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQmcrQWtCbVVGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqSURBSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0JoK1FrQm1FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBaktEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENocDhRa0JrRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQXpDQWdOQWdJRFFKQ2c0RFFJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREaEp3UmtCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JU0F6Q0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRGdOQWdzSzdacDIrQXovUFJJQ0EwQ0FnTkFrS0RnTkFnSURRSUNBMENRb09BMENBZ05BZ0lEUUpDZzREUUlDQTBDQWdOQWtLRHdKcm5PWDBEZko2UEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ1Bob0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0Fqd1lCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUhnbzBGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqNGFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SStHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSUNQQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSWVDalFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENQaG9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBajRhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ0k4R0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aDRLTkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEkrR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DUGhvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQWp3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5SGdvMEZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2o0YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJK0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJQ1BCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JZUNqUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ1Bob0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqNGFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnSThHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VERDhoNEtOQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCdzA4SStHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNQaG9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBandZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlIZ28wRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3ajRhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0krR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElDUEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRVN1MFZvQUFBUDEwbEVRVlJCUUdnUUVCb0VoQVlCb1VIQThCTUNQaG9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBandZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlIZ28wRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3ajRhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0krR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElDUEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ1Bob0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0Fqd1lCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUhnbzBGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqNGFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SStHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSUNQQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSWVDalFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENQaG9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBajRhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ0k4R0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aDRLTkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEkrR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DUGhvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQWp3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5SGdvMEZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2o0YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJK0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJQ1BCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JZUNqUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ1Bob0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqNGFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUU1QeUVnSThHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VERDhoNEtOQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCdzA4SStHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VIQThCTUNQaG9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQXcvSVNBandZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1FNUHlIZ28wRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdIRFR3ajRhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFjRHdFd0krR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FREQ4aElDUEJnR2hRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQkF3L0llQ2pRVUJvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FjTlBDUGhvRUJBYUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJ3UEFUQWo0YUJJUUdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRTVB5RWdJOEdBYUZCUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRUREOGg0S05CUUdnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJ3MDhJK0dnUUVCb0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUhBOEJNQ1Bob0VoQVlCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBdy9JU0Fqd1lCb1VGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnUU1QeUhnbzBGQWFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0hEVHdqNGFCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEd0V3SStHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VERDhoSUNQQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCQXcvSWVDalFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWNOUENQaG9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndQQVRBajRhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FNUHlFZ0k4R0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FREQ4aDRLTkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQncwOEkrR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE4Qk1DUGhvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkF3L0lTQWp3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dRTVB5SGdvMEZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnSERUd2o0YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0R3RXdJK0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUREOGhJQ1BCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJBdy9JZUNqUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBY05QQ1Bob0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRUJBYUJJUUdBYUZCd1BBVEFqNGFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2g4V3ZmamswQWdHRWdpRG43RCsxc2NZRWdUZURtK01vRWhBWUJvVUZBYUJBUUdnU0VCZ0dQbnhDd2FCQVFHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUWNEakp3UXNHZ1NFQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VQRDRDUUdMQmdHaFFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCRHgrUXNDaVFVQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQVkrZkVMQm9FQkFhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQndPTW5CQ3dhQklRR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1E4UGdKQVlzR0FhRkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FUEg1Q3dLSkJRR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQmo1OFFzR2dRRUJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VSEE0eWNFTEJvRWhBWUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkR3K0FrQml3WUJvVUZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dROGZrTEFva0ZBYUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR1BueEN3YUJBUUdnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRY0RqSndRc0dnU0VCZ0doUVVCb0VCQWFCSVFHQWFGQlFHZ1FFQm9FaEFZQm9VRkFhQkFRR2dTRUJnR2hRVUJvRURnN3M2K1BnTjlaTkFnSURRSkNnNERRSUNBMENBZ05Ba0tEZ05BZ0lEUUlDQTBDUW9PQTBDQWdOQWdJRFFKQ2c0RFFJSEFCSFZRbENqT1IyNDhBQUFBQVNVVk9SSzVDWUlJPSIgeT0iLTY5LjEyIi8%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwZjg3ZmE5NjlhMSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InBmNjQwY2Y5NzdhIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Spearman&#x27;s &amp;rho;&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-kendall&quot;&gt;\n",
-       "                    &lt;img 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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4KICAgIDxnIGlkPSJ4dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI3Ni40OCA0NjAuOCAKTCAyNzYuNDggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAwIDMuNSAKIiBpZD0ibWJkYTI4NzMzOTgiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI3Ni40OCIgeGxpbms6aHJlZj0iI21iZGEyODczMzk4IiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%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%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjE2MS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMyIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjM2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI0MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNTU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjYzOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iNjYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICAgPHVzZSB4PSI3MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNzY3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNCIvPgogICAgICAgPHVzZSB4PSI4MjIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9Ijg3OC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iOTMzLjk4NDM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSI5NjcuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAzMjUuNDQgNDYwLjggCkwgMzI1LjQ0IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzI1LjQ0IiB4bGluazpocmVmPSIjbWJkYTI4NzMzOTgiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%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%2BCiAgICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjUwNS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNTMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDM3NC40IDQ2MC44IApMIDM3NC40IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzc0LjQiIHhsaW5rOmhyZWY9IiNtYmRhMjg3MzM5OCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSBudW1iZXJfcHJvamVjdCAtLT4KICAgICAgPGRlZnM%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%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cy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDQ3Mi4zMiA0NjAuOCAKTCA0NzIuMzIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDcyLjMyIiB4bGluazpocmVmPSIjbWJkYTI4NzMzOTgiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNSI%2BCiAgICAgIDwhLS0gcXVpdCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gNTIxLjI4IDQ2MC44IApMIDUyMS4yOCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1MjEuMjgiIHhsaW5rOmhyZWY9IiNtYmRhMjg3MzM5OCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF82Ij4KICAgICAgPCEtLSBzYXRpc2ZhY3Rpb25fbGV2ZWwgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDUyMy44NjU5MzggNTQ3LjQ0ODQzNylyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gNTcwLjI0IDQ2MC44IApMIDU3MC4yNCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1NzAuMjQiIHhsaW5rOmhyZWY9IiNtYmRhMjg3MzM5OCIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF83Ij4KICAgICAgPCEtLSB0aW1lX3NwZW5kX2NvbXBhbnkgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDU3Mi44MjU5MzggNTY5LjEyOTY4Nylyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjcuNzgzMjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zMDA3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMzUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ2MS4zNzY5NTMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU3Mi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2MjIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjY3OC4yMjI2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNzYxLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gNjE5LjIgNDYwLjggCkwgNjE5LjIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDYyMS43ODU5MzggNTM3LjQzMjgxMilyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NyIvPgogICAgICAgPHVzZSB4PSI5NC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iMTQ5Ljk4NDM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxODMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA3Ii8%2BCiAgICAgICA8dXNlIHg9IjIzMy4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyODguOTAwMzkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMzQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI0NDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjQ2Ni43MzI0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTIyLjM0NzY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI1NzcuOTYyODkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy41NzgxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiA5My42IApMIDY0My42OCA5My42IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTgiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIC0zLjUgMCAKIiBpZD0ibTIxODQ5N2E2M2EiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI20yMTg0OTdhNjNhIiB5PSI5My42Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gYXZlcmFnZV9tb250bHlfaG91cnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMzkuNzc5Njg4IDk3LjIyMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2Ny4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18yIj4KICAgICA8ZyBpZD0ibGluZTJkXzE5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAyNTIgMTQyLjU2IApMIDY0My42OCAxNDIuNTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjE0Mi41NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%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%2BCiAgICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjUwNS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNTMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18zIj4KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAyNTIgMTkxLjUyIApMIDY0My42OCAxOTEuNTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjE5MS41MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSBudW1iZXJfcHJvamVjdCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3Mi4wMjM0MzggMTk1LjE0MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk4Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIzMzkuMDYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSI0ODMuNTkzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNTM5LjIwODk4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNiIvPgogICAgICAgPHVzZSB4PSI1NjEuNDI1NzgxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYxNy4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI2NjcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNGVhYjExM2Q5YSkiIGQ9Ik0gMjUyIDI0MC40OCAKTCA2NDMuNjggMjQwLjQ4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI20yMTg0OTdhNjNhIiB5PSIyNDAuNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMiI%2BCiAgICAgIDwhLS0gcHJvbW90aW9uX2xhc3RfNXllYXJzIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTQwLjM0MDYyNSAyNDQuMTAzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMjI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIyODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjMxMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIzODkuMDYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NDQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1MjIuNTA5NzY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTc4LjEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSI2MjguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjY1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNzY3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2MS42Njk5MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzI1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A0ZWFiMTEzZDlhKSIgZD0iTSAyNTIgMjg5LjQ0IApMIDY0My42OCAyODkuNDQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjI4OS40NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSBxdWl0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjI1LjM3ODEyNSAyOTMuMDYzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMjciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiAzMzguNCAKTCA2NDMuNjggMzM4LjQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTIxODQ5N2E2M2EiIHk9IjMzOC40Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIHNhdGlzZmFjdGlvbl9sZXZlbCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE2NS4zNTE1NjMgMzQyLjAyMzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIxMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMiIvPgogICAgICAgPHVzZSB4PSIyMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMjg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzY2Ljc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Mjg5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI0NDE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS44NTkzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iNTc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjY4My42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNzM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMjkiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiAzODcuMzYgCkwgNjQzLjY4IDM4Ny4zNiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtMjE4NDk3YTYzYSIgeT0iMzg3LjM2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTUiPgogICAgICA8IS0tIHRpbWVfc3BlbmRfY29tcGFueSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE0My42NzAzMTMgMzkwLjk4MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjI3Ljc4MzIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIxMzMuMzAwNzgxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjE4OC45MTYwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjM1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NzIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjIyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI2NzguMjIyNjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iODE3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iOTI4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDRlYWIxMTNkOWEpIiBkPSJNIDI1MiA0MzYuMzIgCkwgNjQzLjY4IDQzNi4zMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzMyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtMjE4NDk3YTYzYSIgeT0iNDM2LjMyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTYiPgogICAgICA8IS0tIFdvcmtfYWNjaWRlbnQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNzUuMzY3MTg4IDQzOS45NDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3Ii8%2BCiAgICAgICA8dXNlIHg9Ijk0LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDkuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDciLz4KICAgICAgIDx1c2UgeD0iMjMzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OC45MDAzOTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzk0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjQ0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNDY2LjczMjQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MjIuMzQ3NjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjU3Ny45NjI4OTEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjMzLjU3ODEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF8zIj4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDI1MiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzQiPgogICAgPHBhdGggZD0iTSA2NDMuNjggNDYwLjggCkwgNjQzLjY4IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNSI%2BCiAgICA8cGF0aCBkPSJNIDI1MiA0NjAuOCAKTCA2NDMuNjggNDYwLjggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF82Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDY5LjEyIApMIDY0My42OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICA8L2c%2BCiAgPGcgaWQ9ImF4ZXNfMiI%2BCiAgIDxnIGlkPSJwYXRjaF83Ij4KICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNzIzMTllOWQ1OSkiIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOiNlNWU1ZTU7c3Ryb2tlOiNlNWU1ZTU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyO3N0cm9rZS13aWR0aDowLjAxOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMyIvPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzQiPgogICAgPGcgaWQ9Inl0aWNrXzkiPgogICAgIDxnIGlkPSJsaW5lMmRfMzMiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDMuNSAwIAoiIGlkPSJtOWYzYjU5NzI3ZSIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZjNiNTk3MjdlIiB5PSI0NjAuOCIvPgogICAgICA8L2c%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%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTAiPgogICAgIDxnIGlkPSJsaW5lMmRfMzQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iNDExLjg0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTgiPgogICAgICA8IS0tIOKIkjAuNzUgLS0%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTUiLz4KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTEiPgogICAgIDxnIGlkPSJsaW5lMmRfMzUiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iMzYyLjg4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTkiPgogICAgICA8IS0tIOKIkjAuNTAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDM2Ni41MDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTg3MjIiLz4KICAgICAgIDx1c2UgeD0iNTguMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTE0LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjE0MS43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSIxOTcuNDEyMTA5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZjNiNTk3MjdlIiB5PSIzMTMuOTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMCI%2BCiAgICAgIDwhLS0g4oiSMC4yNSAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NzIyIi8%2BCiAgICAgICA8dXNlIHg9IjU4LjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjExNC4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSIxNDEuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iMTk3LjQxMjEwOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUzIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTMiPgogICAgIDxnIGlkPSJsaW5lMmRfMzciPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iMjY0Ljk2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjEiPgogICAgICA8IS0tIDAuMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDI2OC41ODM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE0Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTlmM2I1OTcyN2UiIHk9IjIxNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIyIj4KICAgICAgPCEtLSAwLjI1IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCAyMTkuNjIzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICAgPHVzZSB4PSIxMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zOSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZjNiNTk3MjdlIiB5PSIxNjcuMDQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMyI%2BCiAgICAgIDwhLS0gMC41MCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTcwLjY2MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTYiPgogICAgIDxnIGlkPSJsaW5lMmRfNDAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWYzYjU5NzI3ZSIgeT0iMTE4LjA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjQiPgogICAgICA8IS0tIDAuNzUgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDEyMS43MDM0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU1Ii8%2BCiAgICAgICA8dXNlIHg9IjEzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE3Ij4KICAgICA8ZyBpZD0ibGluZTJkXzQxIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTlmM2I1OTcyN2UiIHk9IjY5LjEyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMjUiPgogICAgICA8IS0tIDEuMDAgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDcyLjc0MzQzOClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iMTM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%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%2BCiAgICA8cGF0aCBkPSJNIDY3Ny4xNiA0NjAuOCAKTCA2NzcuMTYgNDU5LjI3IApMIDY3Ny4xNiA3MC42NSAKTCA2NzcuMTYgNjkuMTIgCkwgNjk2Ljc0NCA2OS4xMiAKTCA2OTYuNzQ0IDcwLjY1IApMIDY5Ni43NDQgNDU5LjI3IApMIDY5Ni43NDQgNDYwLjggCnoKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogIDwvZz4KIDwvZz4KIDxkZWZzPgogIDxjbGlwUGF0aCBpZD0icDRlYWIxMTNkOWEiPgogICA8cmVjdCBoZWlnaHQ9IjM5MS42OCIgd2lkdGg9IjM5MS42OCIgeD0iMjUyIiB5PSI2OS4xMiIvPgogIDwvY2xpcFBhdGg%2BCiAgPGNsaXBQYXRoIGlkPSJwNzIzMTllOWQ1OSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMTkuNTg0IiB4PSI2NzcuMTYiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KIDwvZGVmcz4KPC9zdmc%2BCg%3D%3D&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Kendall&#x27;s &amp;tau;&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-phi_k&quot;&gt;\n",
-       "                    &lt;img 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Z0pBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRUJFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlDUUFBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBUkFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQW1BQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUJJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdJZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VCRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0FpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVCSUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQVJBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFFUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnSmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQVNBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFSUNJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFFZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkFBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFQkVBQUFBQUFBQUFBQUFBQUFBQUFBQUFBSUNRQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFCWjFwVGVBQUFnQUVsRVFWUWhBUkFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQW1BQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUJJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdJZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VCRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0FpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVCSUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQVJBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFFUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnSmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQVNBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFS1g0empQZWdRQVRIdys5UUlBbUZtV2VnRUF6THhlOVFJQW1GblhlZ0VBek8xN3ZRQUFadDd2ZWdFQXpHeGJ2UUFBWm03M1N6MEJBRWFlRDNkcEFIN2Z0UjRBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUDlNQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUWdJZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKQUFDQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0VCRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQ0FpQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVCSUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1FBQWdBQUFBQUFBQUFBQUFBQUFBQUFBQUFoQVJBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrQUFJQUFBQUFBQUFBQUFBQUFBQUFBQUFBSVFFUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFnSmdBQUFBQUFBQUFBQUFBQUFBQUFBQUFCQVNBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFSUNJQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVFFZ0FCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkFBQ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUNFQkVBQUFBQUFBQUFBQUFBQUFBQUFBQUFBSUNRQUFnQUFBQUFBQUFBQUFBQUFBQUFBQUFBaEFSQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUNBbUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFFQklBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRZ0lnQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkFTQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa0FBSUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlRRVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pBQUNBQUFBQUFBQUFBQUFBQUFBQUFBQUFDRUJFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUlDWUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFRRWdBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJDQWlBQUFBQUFBQUFBQUFBQUFBQUFBQUFBRUJJQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUUFBZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQWhBUkFBQUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtBQUlBQUFBQUFBQUFBQUFBQUFBQUFBQUFJUUVRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWdKZ0FBQUFBQUFBQUFBQUFBQUFBQUFBQUJBU0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVJQ0lBQUFBQUFBQUFBQUFBQUFBQUFBQUFBUUVnQUJBQUFBQUFBQUFBQUFBQUFBK0xKenh3SUFBQUFBZy95dGg3R25RQUlBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFB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WUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNRQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUlDUkFBUUFBQUFBQUFBQUFBQUFBQUFBQUFBQVJnSVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKQUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFnSkVBQkFBQUFBQUFBQUFBQUFBQUFBQUFBQUJHQWhBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FsQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBa0FBRUFBQUFBQUFBQUFBQUFBQUFBQUFDQWtRQUVBQUFBQUFBQUFBQUFBQUFBQUFBQUFFWUNFQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDVUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1FBQVFBQUFBQUFBQUFBQUFBQUFBQUFBSUNSQUFRQUFBQUFBQUFBQUFBQUFBQUFBQUFBUmdJUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFFSlROdEFBQUNBQVNVUkJWQUFBQUJnSlFBQUFBQUFBQUFBQUFBQUFBQUFBQUFCZ0pBQUJBQUFBQUFBQUFBQUFBQUFBQUFBQWdKRUFCQUFBQUFBQUFBQUFBQUFBQUFBQUFBQkdBaEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWxBQUFBQUFBQUFBQUFBQUFBQUFBQUFBR0FrQUFFQUFBQUFBQUFBQUFBQUFBQUFBQUNBa1FBRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUVZQ0VBQUFBQUFBQUFBQUFBQUFBQUFBQUFBWUNVQUFBQUFBQUFBQUFBQUFBQUFBQUFBQVlDUUFBUUFBQUFBQUFBQUFBQUFBQUFBQUFJQ1JBQVFBQUFBQUFBQUFBQUFBQUFBQUFBQUFSZ0lRQUFBQUFBQUFBQUFBQUFBQUFBQUFBQmdKUUFBQUFBQUFBQUFBQUFBQUFBQUFBQUJnSkFBQkFBQUFBQUFBQUFBQUFBQUFBQUFBZ0pFQUJBQUFBQUFBQUFBQUFBQUFBQUFBQUFCR0FoQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUdBbEFBQUFBQUFBQUFBQUFBQUFBQUFBQUFHQWtBQUVBQUFBQUFBQUFBQUFBQUFBQUFBQ0FrUUFFQUFBQUFBQUFBQUFBQUFBQUFBQUFBRVlDRUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFZQ1VBQUFBQUFBQUFB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%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNzEuNTg0IDQ2MC44IApMIDI3MS41ODQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAwIDMuNSAKIiBpZD0ibTg3OTIxOTFkMWIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI3MS41ODQiIHhsaW5rOmhyZWY9IiNtODc5MjE5MWQxYiIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xIj4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGRlZnM%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%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%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%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%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI3NC4xNjk5MzggNTczLjAyMDMxMilyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMzEwLjc1MiA0NjAuOCAKTCAzMTAuNzUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMzEwLjc1MiIgeGxpbms6aHJlZj0iI204NzkyMTkxZDFiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%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%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMzQ5LjkyIDQ2MC44IApMIDM0OS45MiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzYiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM0OS45MiIgeGxpbms6aHJlZj0iI204NzkyMTkxZDFiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDYuNjg3NSA2NC4wNjI1IApMIDYuNjg3NSA3Mi40Njg3NSAKTCAxNS40ODQzNzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDY0LjA2MjUgCnoKTSA2LjY4NzUgMCAKTCA2LjY4NzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSA1Mi44MjgxMjUgCkwgMTUuNDg0Mzc1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM1Mi41MDU5MzggNTM4LjAwOTM3NSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMjIuMjE2Nzk3IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNzcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjIxMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMjY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSIzMTYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMzcyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1MDUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjUzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iNTU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI2MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAzODkuMDg4IDQ2MC44IApMIDM4OS4wODggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIzODkuMDg4IiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gbnVtYmVyX3Byb2plY3QgLS0%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%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMzM5LjA2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIzOTQuNjc3NzM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjQ1MC4yOTI5NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iNDgzLjU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjUzOS4yMDg5ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDYiLz4KICAgICAgIDx1c2UgeD0iNTYxLjQyNTc4MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MTcuMDQxMDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjY3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gNDI4LjI1NiA0NjAuOCAKTCA0MjguMjU2IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjQyOC4yNTYiIHhsaW5rOmhyZWY9IiNtODc5MjE5MWQxYiIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQzMC44NDE5MzggNTcyLjQ1OTM3NSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijg4LjkxNjAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIxNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMjI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSIyODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%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%2BCiAgICAgICA8dXNlIHg9IjY1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3MTEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTMiLz4KICAgICAgIDx1c2UgeD0iNzY3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICAgPHVzZSB4PSI4MTcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI5MjguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9Ijk2MS42Njk5MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzExIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSA0NjcuNDI0IDQ2MC44IApMIDQ2Ny40MjQgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNDY3LjQyNCIgeGxpbms6aHJlZj0iI204NzkyMTkxZDFiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHF1aXQgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ3MC4wMDk5MzggNDg3LjQyMTg3NSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTMiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTMzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDUwNi41OTIgNDYwLjggCkwgNTA2LjU5MiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1MDYuNTkyIiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNTA5LjE3NzkzOCA0OTcuOTczNDM3KXJvdGF0ZSgtOTApc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjE2Ljc0ODA0NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzgiPgogICAgIDxnIGlkPSJsaW5lMmRfMTUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDU0NS43NiA0NjAuOCAKTCA1NDUuNzYgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQ1Ljc2IiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOCI%2BCiAgICAgIDwhLS0gc2F0aXNmYWN0aW9uX2xldmVsIC0tPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMTcuNjI1IDQ2LjQzNzUgCkwgMTcuNjI1IDAgCkwgOC44NDM3NSAwIApMIDguODQzNzUgNDYuNDM3NSAKTCAxLjQyMTg3NSA0Ni40Mzc1IApMIDEuNDIxODc1IDUyLjgyODEyNSAKTCA4Ljg0Mzc1IDUyLjgyODEyNSAKTCA4Ljg0Mzc1IDU4Ljc5Njg3NSAKUSA4Ljg0Mzc1IDY2LjAxNTYyNSAxMi4wMTU2MjUgNjkuMTg3NSAKUSAxNS4xODc1IDcyLjM1OTM3NSAyMS43MzQzNzUgNzIuMzU5Mzc1IApRIDI1LjM5MDYyNSA3Mi4zNTkzNzUgMjcuOTM3NSA3MS43ODEyNSAKTCAyNy45Mzc1IDY1LjA5Mzc1IApRIDI1LjczNDM3NSA2NS40ODQzNzUgMjQuMDMxMjUgNjUuNDg0Mzc1IApRIDIwLjY1NjI1IDY1LjQ4NDM3NSAxOS4xNDA2MjUgNjMuNzY1NjI1IApRIDE3LjYyNSA2Mi4wNjI1IDE3LjYyNSA1Ny41NjI1IApMIDE3LjYyNSA1Mi44MjgxMjUgCkwgMjcuOTM3NSA1Mi44MjgxMjUgCkwgMjcuOTM3NSA0Ni40Mzc1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwMiIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg1NDguMzQ1OTM4IDU0Ny40NDg0Mzcpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIxMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMiIvPgogICAgICAgPHVzZSB4PSIyMzMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMjg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzY2Ljc5Njg3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Mjg5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI0NDE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS44NTkzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iNTc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI2MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjY4My42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNzM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzkiPgogICAgIDxnIGlkPSJsaW5lMmRfMTciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDU4NC45MjggNDYwLjggCkwgNTg0LjkyOCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzE4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI1ODQuOTI4IiB4bGluazpocmVmPSIjbTg3OTIxOTFkMWIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gNjI0LjA5NiA0NjAuOCAKTCA2MjQuMDk2IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjYyNC4wOTYiIHhsaW5rOmhyZWY9IiNtODc5MjE5MWQxYiIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8cGF0aCBkPSJNIDM5Ljg0Mzc1IDAgCkwgMjEuOTY4NzUgMjQuMTI1IApMIDE1LjUzMTI1IDE4Ljc5Njg3NSAKTCAxNS41MzEyNSAwIApMIDYuNzM0Mzc1IDAgCkwgNi43MzQzNzUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgMjcuMjAzMTI1IApMIDM4LjcxODc1IDUyLjgyODEyNSAKTCA0OS4wMzEyNSA1Mi44MjgxMjUgCkwgMjcuNTkzNzUgMzAuMTI1IApMIDUwLjE0MDYyNSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg2MjYuNjgxOTM4IDUzNy40MzI4MTIpcm90YXRlKC05MClzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18yIj4KICAgIDxnIGlkPSJ5dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzIxIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgODguNzA0IApMIDY0My42OCA4OC43MDQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtYWZlY2YyZGJlYyIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9Ijg4LjcwNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSBhdmVyYWdlX21vbnRseV9ob3VycyAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDEzOS43Nzk2ODggOTIuMzI3NDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxNjEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjE5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDMiLz4KICAgICAgIDx1c2UgeD0iMzA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzNjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNDE2Ljk5MjE4OCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI2MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjY2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgIDx1c2UgeD0iNzExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2Ny4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDQiLz4KICAgICAgIDx1c2UgeD0iODIyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI4NzguMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjkzMy45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTY3LjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMjMiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAxMjcuODcyIApMIDY0My42OCAxMjcuODcyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21hZmVjZjJkYmVjIiB5PSIxMjcuODcyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTIiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOTAuOTE4NzUgMTMxLjQ5NTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJsaW5lMmRfMjUiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAxNjcuMDQgCkwgNjQzLjY4IDE2Ny4wNCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzI2Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtYWZlY2YyZGJlYyIgeT0iMTY3LjA0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTMiPgogICAgICA8IS0tIGxhc3RfZXZhbHVhdGlvbiAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NC43OTA2MjUgMTcwLjY2MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjIyLjIxNjc5NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijc3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjE1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjI2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iMzE2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM3Mi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTA1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSI1MzMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjU1NS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjExLjUyMzQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMjciPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAyMDYuMjA4IApMIDY0My42OCAyMDYuMjA4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMjgiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21hZmVjZjJkYmVjIiB5PSIyMDYuMjA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTQiPgogICAgICA8IS0tIG51bWJlcl9wcm9qZWN0IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMTcyLjAyMzQzOCAyMDkuODMxNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja181Ij4KICAgICA8ZyBpZD0ibGluZTJkXzI5Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgMjQ1LjM3NiAKTCA2NDMuNjggMjQ1LjM3NiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzMwIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtYWZlY2YyZGJlYyIgeT0iMjQ1LjM3NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE1Ij4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNDAuMzQwNjI1IDI0OC45OTk0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDU2OGYwODE1NjMpIiBkPSJNIDI1MiAyODQuNTQ0IApMIDY0My42OCAyODQuNTQ0IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMzIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjI1MiIgeGxpbms6aHJlZj0iI21hZmVjZjJkYmVjIiB5PSIyODQuNTQ0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTYiPgogICAgICA8IS0tIHF1aXQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMjUuMzc4MTI1IDI4OC4xNjc0Mzgpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMjUyIDMyMy43MTIgCkwgNjQzLjY4IDMyMy43MTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9IjMyMy43MTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8xNyI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjE0LjgyNjU2MyAzMjcuMzM1NDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjIxNi43NDgwNDciIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM1Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgMzYyLjg4IApMIDY0My42OCAzNjIuODggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zNiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9IjM2Mi44OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE4Ij4KICAgICAgPCEtLSBzYXRpc2ZhY3Rpb25fbGV2ZWwgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxNjUuMzUxNTYzIDM2Ni41MDM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMTMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjIwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDIiLz4KICAgICAgIDx1c2UgeD0iMjMzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjI4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzMzkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni43OTY4NzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMzg5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI0NDQuNjI4OTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjUwMC4yNDQxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NTUuODU5Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjU3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExOCIvPgogICAgICAgPHVzZSB4PSI2ODMuNjkxNDA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjczOS4zMDY2NDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja185Ij4KICAgICA8ZyBpZD0ibGluZTJkXzM3Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3A1NjhmMDgxNTYzKSIgZD0iTSAyNTIgNDAyLjA0OCAKTCA2NDMuNjggNDAyLjA0OCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzM4Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtYWZlY2YyZGJlYyIgeT0iNDAyLjA0OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzE5Ij4KICAgICAgPCEtLSB0aW1lX3NwZW5kX2NvbXBhbnkgLS0%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%2BCiAgICAgICA8dXNlIHg9IjI5NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSIzNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMCIvPgogICAgICAgPHVzZSB4PSI1MTYuOTkyMTg4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTcyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjYyMi42MDc0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNjc4LjIyMjY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSI3NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI4NzIuNzUzOTA2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zOSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwNTY4ZjA4MTU2MykiIGQ9Ik0gMjUyIDQ0MS4yMTYgCkwgNjQzLjY4IDQ0MS4yMTYgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80MCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbWFmZWNmMmRiZWMiIHk9IjQ0MS4yMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMCI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE3NS4zNjcxODggNDQ0LjgzOTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtODciLz4KICAgICAgIDx1c2UgeD0iOTQuMzY5MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0OS45ODQzNzUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMTgzLjI4NTE1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICAgPHVzZSB4PSIyMzMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMjg4LjkwMDM5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjM0NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSIzOTQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI0NjYuNzMyNDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUyMi4zNDc2NTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNTc3Ljk2Mjg5MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI2MzMuNTc4MTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfMTEiPgogICAgIDxnIGlkPSJsaW5lMmRfNDEiPgogICAgICA8ZGVmcz4KICAgICAgIDxwYXRoIGQ9Ik0gMCAwIApMIDMuNSAwIAoiIGlkPSJtOWU2ODI0OWIwYiIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZTY4MjQ5YjBiIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIxIj4KICAgICAgPCEtLSAwLjAgLS0%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%2BCiAgICAgICA8cGF0aCBkPSJNIDkuMTI1IDAgCkwgOS4xMjUgMTAuNjg3NSAKTCAxOC42NTYyNSAxMC42ODc1IApMIDE4LjY1NjI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCA0NjQuNDIzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzEyIj4KICAgICA8ZyBpZD0ibGluZTJkXzQyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTllNjgyNDliMGIiIHk9IjM4Mi40NjQiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yMiI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDM4Ni4wODc0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTMiPgogICAgIDxnIGlkPSJsaW5lMmRfNDMiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWU2ODI0OWIwYiIgeT0iMzA0LjEyOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIzIj4KICAgICAgPCEtLSAwLjQgLS0%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDMwNy43NTE0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTQiPgogICAgIDxnIGlkPSJsaW5lMmRfNDQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtOWU2ODI0OWIwYiIgeT0iMjI1Ljc5MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzI0Ij4KICAgICAgPCEtLSAwLjYgLS0%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzE1Ij4KICAgICA8ZyBpZD0ibGluZTJkXzQ1Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTllNjgyNDliMGIiIHk9IjE0Ny40NTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF8yNSI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTUxLjA3OTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xNiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF80NiI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI205ZTY4MjQ5YjBiIiB5PSI2OS4xMiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzI2Ij4KICAgICAgPCEtLSAxLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%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%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwNTY4ZjA4MTU2MyI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InA0NjE4MWNkNTFkIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Phik (&amp;phi;&lt;sub&gt;&lt;em&gt;k&lt;/em&gt;&lt;/sub&gt;)&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-cramers&quot;&gt;\n",
-       "                    &lt;img 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AARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAAAAAAAAAAAAAAAAAYCQAAQAAAAAAAAAAAAAAAAAAAICRAAQAAAAAAAAAAAAAAAAAAAAARgIQAAAAAAAAAAAAAAAAAAAAABgJQAAAAAAAAAAAAAAAAAAAAABgJAABAAAAAAAAAAAAAAAAAAAAgJEABAAAAAAAAAAAAAAAAAAAAABGAhAAAAAAAAAAAAAAAAAAAAAAGAlAAAAAAAAAAAAAAAAAAAAAAGAkAAEAAAAAAAAAAAAAAAAAAACAkQAEAAAAAAAAAAAAAAAAAAAAAEYCEAAAAAAAAAAAAAAAAAAAAAAYCUAAAAAAYueOBQAAAAAG+VsPY0+BBAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAAAMBKAAAAAAAAAAAAAAAAAAAAAAMBIAAIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAAwEoAAAAAAAAAAAAAAAAAAAAAAwEgAAgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAADASgAAAAAAAAAAAAAAAAAAAAADASAACAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAAAMBKAAAAAAAAAAAAAAAAAAAAAAMBIAAIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAAwEoAAAAAAAAAAAAAAAAAAAAAAwEgAAgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAADASgAAAAAAAAAAAAAAAAAAAAADASAACAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAAAMBKAAAAAAAAAAAAAAAAAAAAAAMBIAAIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAAwEoAAAAAAAAAAAAAAAAAAAAAAwEgAAgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAADASgAAAAAAAAAAAAAAAAAAAAADASAACAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAAAMBKAAAAAAAAAAAAAAAAAAAAAAMBIAAIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAAwEoAAAAAAAAAAAAAAAAAAAAAAwEgAAgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAADASgAAAAAAAAAAAAAAAAAAAAADASAACAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAAAMBKAAAAAAAAAAAAAAAAAAAAAAMBIAAIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAAwEoAAAAAAAAAAAAAAAAAAAAAAwEgAAgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAAjAQgAAAAAAAAAAAAAAAAAAAAADASgAAAAAAAAAAAAAAAAAAAAADASAACAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAACMBCAAAAAAAAAAAAAAAAAAAAAAMBKAAAAAAAAAAAAAAAAAAAAAAMBIAAIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAAAAAAAAAAAAAAAAAAIwEIAAAAA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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18xIj4KICAgIDxnIGlkPSJ4dGlja18xIj4KICAgICA8ZyBpZD0ibGluZTJkXzEiPgogICAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcDNhNTNiMTIyMzYpIiBkPSJNIDM0OS45MiA0NjAuOCAKTCAzNDkuOTIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8yIj4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAwIDMuNSAKIiBpZD0ibTc5MjVjNWYxMDIiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjM0OS45MiIgeGxpbms6aHJlZj0iI203OTI1YzVmMTAyIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%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%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgzNTIuNTA1OTM4IDUyMS44ODEyNSlyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjIyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjU1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIyODMuNTQ0OTIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8zIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYTUzYjEyMjM2KSIgZD0iTSA1NDUuNzYgNDYwLjggCkwgNTQ1Ljc2IDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNTQ1Ljc2IiB4bGluazpocmVmPSIjbTc5MjVjNWYxMDIiIHk9IjQ2MC44Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMiI%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%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%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDgiLz4KICAgICAgIDx1c2UgeD0iMTI3LjgzMjAzMSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjE4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjE2Ljc0ODA0NyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMiI%2BCiAgICA8ZyBpZD0ieXRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF81Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYTUzYjEyMjM2KSIgZD0iTSAyNTIgMTY3LjA0IApMIDY0My42OCAxNjcuMDQgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF82Ij4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAtMy41IDAgCiIgaWQ9Im01ZjYwMTI1ZjRmIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNWY2MDEyNWY0ZiIgeT0iMTY3LjA0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMyI%2BCiAgICAgIDwhLS0gZGVwYXJ0bWVudCAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDE5MC45MTg3NSAxNzAuNjYzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjIyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iMjU1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIyODMuNTQ0OTIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9IjM2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMiI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF83Ij4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzYTUzYjEyMjM2KSIgZD0iTSAyNTIgMzYyLjg4IApMIDY0My42OCAzNjIuODggCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpyb3VuZDsiLz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9ImxpbmUyZF84Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSIyNTIiIHhsaW5rOmhyZWY9IiNtNWY2MDEyNWY0ZiIgeT0iMzYyLjg4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNCI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoMjE0LjgyNjU2MyAzNjYuNTAzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjIxNi43NDgwNDciIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBkPSJNIDI1MiA0NjAuOCAKTCAyNTIgNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF80Ij4KICAgIDxwYXRoIGQ9Ik0gNjQzLjY4IDQ2MC44IApMIDY0My42OCA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgNjQzLjY4IDQ2MC44IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBkPSJNIDI1MiA2OS4xMiAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogIDxnIGlkPSJheGVzXzIiPgogICA8ZyBpZD0icGF0Y2hfNyI%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%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzUiPgogICAgICA8IS0tIDAuMCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDQ2NC40MjM0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSIzODIuNDY0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNiI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDM4Ni4wODc0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUwIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMSI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSIzMDQuMTI4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfNyI%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzYiPgogICAgIDxnIGlkPSJsaW5lMmRfMTIiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTIwZjhmNDU2NyIgeT0iMjI1Ljc5MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzgiPgogICAgICA8IS0tIDAuNiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDIyOS40MTU0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU0Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xMyI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xMjBmOGY0NTY3IiB5PSIxNDcuNDU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfOSI%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMTUxLjA3OTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja184Ij4KICAgICA8ZyBpZD0ibGluZTJkXzE0Ij4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTEyMGY4ZjQ1NjciIHk9IjY5LjEyIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICAgPGcgaWQ9InRleHRfMTAiPgogICAgICA8IS0tIDEuMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgNzIuNzQzNDM4KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICA8L2c%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%2BCiAgIDwvZz4KICA8L2c%2BCiA8L2c%2BCiA8ZGVmcz4KICA8Y2xpcFBhdGggaWQ9InAzYTUzYjEyMjM2Ij4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIzOTEuNjgiIHg9IjI1MiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogIDxjbGlwUGF0aCBpZD0icGY4ZGYzMmE5MjYiPgogICA8cmVjdCBoZWlnaHQ9IjM5MS42OCIgd2lkdGg9IjE5LjU4NCIgeD0iNjc3LjE2IiB5PSI2OS4xMiIvPgogIDwvY2xpcFBhdGg%2BCiA8L2RlZnM%2BCjwvc3ZnPgo%3D&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Cramér&#x27;s V (&amp;phi;&lt;sub&gt;&lt;em&gt;c&lt;/em&gt;&lt;/sub&gt;)&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;correlations-recoded&quot;&gt;\n",
-       "                    &lt;img 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%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfMSI%2BCiAgICA8ZyBpZD0ieHRpY2tfMSI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xIj4KICAgICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3AzODkwOThhZTJhKSIgZD0iTSAzNDkuOTIgNDYwLjggCkwgMzQ5LjkyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfMiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgMCAzLjUgCiIgaWQ9Im1iOTNhMTM4MDJmIiBzdHlsZT0ic3Ryb2tlOiM1NTU1NTU7Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGc%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%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%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%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%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfMyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzg5MDk4YWUyYSkiIGQ9Ik0gNTQ1Ljc2IDQ2MC44IApMIDU0NS43NiA2OS4xMiAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnJvdW5kOyIvPgogICAgIDwvZz4KICAgICA8ZyBpZD0ibGluZTJkXzQiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjU0NS43NiIgeGxpbms6aHJlZj0iI21iOTNhMTM4MDJmIiB5PSI0NjAuOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzIiPgogICAgICA8IS0tIHNhbGFyeSAtLT4KICAgICAgPGRlZnM%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%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDU0OC4zNDU5MzggNDk3Ljk3MzQzNylyb3RhdGUoLTkwKXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjEyNy44MzIwMzEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxODMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjIxNi43NDgwNDciIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMjEiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJsaW5lMmRfNSI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzg5MDk4YWUyYSkiIGQ9Ik0gMjUyIDE2Ny4wNCAKTCA2NDMuNjggMTY3LjA0IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfNiI%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSAwIDAgCkwgLTMuNSAwIAoiIGlkPSJtOTc2NGY3MjM1NSIgc3R5bGU9InN0cm9rZTojNTU1NTU1OyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTk3NjRmNzIzNTUiIHk9IjE2Ny4wNCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzMiPgogICAgICA8IS0tIGRlcGFydG1lbnQgLS0%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxOTAuOTE4NzUgMTcwLjY2MzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyMjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjI1NS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMjgzLjU0NDkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIzNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjQyMi40NjA5MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNDc4LjA3NjE3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzIiPgogICAgIDxnIGlkPSJsaW5lMmRfNyI%2BCiAgICAgIDxwYXRoIGNsaXAtcGF0aD0idXJsKCNwMzg5MDk4YWUyYSkiIGQ9Ik0gMjUyIDM2Mi44OCAKTCA2NDMuNjggMzYyLjg4IAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6cm91bmQ7Ii8%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJsaW5lMmRfOCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iMjUyIiB4bGluazpocmVmPSIjbTk3NjRmNzIzNTUiIHk9IjM2Mi44OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzQiPgogICAgICA8IS0tIHNhbGFyeSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDIxNC44MjY1NjMgMzY2LjUwMzQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTgzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIyMTYuNzQ4MDQ3IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzMiPgogICAgPHBhdGggZD0iTSAyNTIgNDYwLjggCkwgMjUyIDY5LjEyIAoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVjYXA6c3F1YXJlO3N0cm9rZS1saW5lam9pbjptaXRlcjsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBkPSJNIDY0My42OCA0NjAuOCAKTCA2NDMuNjggNjkuMTIgCiIgc3R5bGU9ImZpbGw6bm9uZTtzdHJva2U6I2ZmZmZmZjtzdHJva2UtbGluZWNhcDpzcXVhcmU7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgIDxnIGlkPSJwYXRjaF81Ij4KICAgIDxwYXRoIGQ9Ik0gMjUyIDQ2MC44IApMIDY0My42OCA0NjAuOCAKIiBzdHlsZT0iZmlsbDpub25lO3N0cm9rZTojZmZmZmZmO3N0cm9rZS1saW5lY2FwOnNxdWFyZTtzdHJva2UtbGluZWpvaW46bWl0ZXI7Ii8%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%2BCiAgIDwvZz4KICAgPGcgaWQ9Im1hdHBsb3RsaWIuYXhpc18zIi8%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4aXNfNCI%2BCiAgICA8ZyBpZD0ieXRpY2tfMyI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF85Ij4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDAgMCAKTCAzLjUgMCAKIiBpZD0ibTE0NTU1NDhhYmUiIHN0eWxlPSJzdHJva2U6IzU1NTU1NTsiLz4KICAgICAgPC9kZWZzPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iNDYwLjgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSAwLjAgLS0%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%2BCiAgICAgICA8cGF0aCBkPSJNIDkuMTI1IDAgCkwgOS4xMjUgMTAuNjg3NSAKTCAxOC42NTYyNSAxMC42ODc1IApMIDE4LjY1NjI1IDAgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgPC9kZWZzPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNzA3LjI0NCA0NjQuNDIzNDM3KXNjYWxlKDAuMSAtMC4xKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJsaW5lMmRfMTAiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iMzgyLjQ2NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIDAuMiAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzUiPgogICAgIDxnIGlkPSJsaW5lMmRfMTEiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iMzA0LjEyOCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzciPgogICAgICA8IS0tIDAuNCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDcwNy4yNDQgMzA3Ljc1MTQzNylzY2FsZSgwLjEgLTAuMSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja182Ij4KICAgICA8ZyBpZD0ibGluZTJkXzEyIj4KICAgICAgPGc%2BCiAgICAgICA8dXNlIHN0eWxlPSJmaWxsOiM1NTU1NTU7c3Ryb2tlOiM1NTU1NTU7IiB4PSI2OTYuNzQ0IiB4bGluazpocmVmPSIjbTE0NTU1NDhhYmUiIHk9IjIyNS43OTIiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgICA8ZyBpZD0idGV4dF84Ij4KICAgICAgPCEtLSAwLjYgLS0%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%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJsaW5lMmRfMTMiPgogICAgICA8Zz4KICAgICAgIDx1c2Ugc3R5bGU9ImZpbGw6IzU1NTU1NTtzdHJva2U6IzU1NTU1NTsiIHg9IjY5Ni43NDQiIHhsaW5rOmhyZWY9IiNtMTQ1NTU0OGFiZSIgeT0iMTQ3LjQ1NiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzkiPgogICAgICA8IS0tIDAuOCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg3MDcuMjQ0IDE1MS4wNzk0Mzcpc2NhbGUoMC4xIC0wLjEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfOCI%2BCiAgICAgPGcgaWQ9ImxpbmUyZF8xNCI%2BCiAgICAgIDxnPgogICAgICAgPHVzZSBzdHlsZT0iZmlsbDojNTU1NTU1O3N0cm9rZTojNTU1NTU1OyIgeD0iNjk2Ljc0NCIgeGxpbms6aHJlZj0iI20xNDU1NTQ4YWJlIiB5PSI2OS4xMiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgIDxnIGlkPSJ0ZXh0XzEwIj4KICAgICAgPCEtLSAxLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA3LjYyNSAwIApMIDcuNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDcuNDY4NzUgCkwgMjUuMTQwNjI1IDYwLjQwNjI1IApMIDkuNjI1IDQ5LjMxMjUgCkwgOS42MjUgNTcuNjI1IApMIDI1Ljg3NSA2OC43OTY4NzUgCkwgMzMuOTg0Mzc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgNy40Njg3NSAKTCA1MC43MzQzNzUgMCAKegoiIGlkPSJMaWJlcmF0aW9uU2Fucy00OSIvPgogICAgICA8L2RlZnM%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%2BCiAgIDxnIGlkPSJwYXRjaF84Ij4KICAgIDxwYXRoIGQ9Ik0gNjc3LjE2IDQ2MC44IApMIDY3Ny4xNiA0NTkuMjcgCkwgNjc3LjE2IDcwLjY1IApMIDY3Ny4xNiA2OS4xMiAKTCA2OTYuNzQ0IDY5LjEyIApMIDY5Ni43NDQgNzAuNjUgCkwgNjk2Ljc0NCA0NTkuMjcgCkwgNjk2Ljc0NCA0NjAuOCAKegoiIHN0eWxlPSJmaWxsOm5vbmU7c3Ryb2tlOiNmZmZmZmY7c3Ryb2tlLWxpbmVqb2luOm1pdGVyOyIvPgogICA8L2c%2BCiAgPC9nPgogPC9nPgogPGRlZnM%2BCiAgPGNsaXBQYXRoIGlkPSJwMzg5MDk4YWUyYSI%2BCiAgIDxyZWN0IGhlaWdodD0iMzkxLjY4IiB3aWR0aD0iMzkxLjY4IiB4PSIyNTIiIHk9IjY5LjEyIi8%2BCiAgPC9jbGlwUGF0aD4KICA8Y2xpcFBhdGggaWQ9InBlNGJkYWE4MTlmIj4KICAgPHJlY3QgaGVpZ2h0PSIzOTEuNjgiIHdpZHRoPSIxOS41ODQiIHg9IjY3Ny4xNiIgeT0iNjkuMTIiLz4KICA8L2NsaXBQYXRoPgogPC9kZWZzPgo8L3N2Zz4K&quot; class=&quot;img-responsive center-img&quot; alt=&quot;Recoded&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "    &lt;div class=&quot;row header&quot;&gt;\n",
-       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;missing&quot;&gt;&lt;/a&gt;\n",
-       "        &lt;h1 class=&quot;page-header&quot;&gt;Missing values&lt;/h1&gt;\n",
-       "    &lt;/div&gt;\n",
-       "        &lt;div class=&quot;row variable&quot;&gt;\n",
-       "        &lt;ul class=&quot;nav nav-tabs&quot; role=&quot;tablist&quot;&gt;\n",
-       "                &lt;li role=&quot;presentation&quot; class=&quot;active&quot;&gt;\n",
-       "                    &lt;a href=&quot;#missing-bar&quot;\n",
-       "                       aria-controls=&quot;missing-bar&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Count&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "                &lt;li role=&quot;presentation&quot;&gt;\n",
-       "                    &lt;a href=&quot;#missing-matrix&quot;\n",
-       "                       aria-controls=&quot;missing-matrix&quot;\n",
-       "                       role=&quot;tab&quot;\n",
-       "                       data-toggle=&quot;tab&quot;&gt;Matrix&lt;/a&gt;\n",
-       "                &lt;/li&gt;\n",
-       "        &lt;/ul&gt;\n",
-       "\n",
-       "        &lt;div class=&quot;tab-content&quot;&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12 active&quot; id=&quot;missing-bar&quot;&gt;\n",
-       "                    &lt;img 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%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%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%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%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%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg5LjkzMDc4MSAzNTcuODk3MDE3KXJvdGF0ZSgtNDUpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE4Ii8%2BCiAgICAgICA8dXNlIHg9IjEwNS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMTYxLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxOTQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyNTAuMTQ2NDg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAzIi8%2BCiAgICAgICA8dXNlIHg9IjMwNS43NjE3MTkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iMzYxLjM3Njk1MyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjQxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iNTAwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjM5LjMwNjY0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI2NjEuNTIzNDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA0Ii8%2BCiAgICAgICA8dXNlIHg9IjgyMi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iODc4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNyIvPgogICAgICAgPHVzZSB4PSI5MzMuOTg0Mzc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%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%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%2BCiAgICAgICA8dXNlIHg9IjI4My41NDQ5MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMzY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI0MjIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ3OC4wNzYxNzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja18zIj4KICAgICA8ZyBpZD0idGV4dF8zIj4KICAgICAgPCEtLSBsYXN0X2V2YWx1YXRpb24gLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA2LjY4NzUgNjQuMDYyNSAKTCA2LjY4NzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDcyLjQ2ODc1IApMIDE1LjQ4NDM3NSA2NC4wNjI1IAp6Ck0gNi42ODc1IDAgCkwgNi42ODc1IDUyLjgyODEyNSAKTCAxNS40ODQzNzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICA8L2RlZnM%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%2BCiAgICAgICA8dXNlIHg9IjMxNi44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIzNzIuNDYwOTM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iNDUwLjI5Mjk2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjUwNS45MDgyMDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNTMzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1NTUuOTA4MjAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjYxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja180Ij4KICAgICA8ZyBpZD0idGV4dF80Ij4KICAgICAgPCEtLSBudW1iZXJfcHJvamVjdCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8cGF0aCBkPSJNIDYuNjg3NSA2NC4wNjI1IApMIDYuNjg3NSA3Mi40Njg3NSAKTCAxNS40ODQzNzUgNzIuNDY4NzUgCkwgMTUuNDg0Mzc1IDY0LjA2MjUgCnoKTSAxNS40ODQzNzUgLTYuNTQ2ODc1IApRIDE1LjQ4NDM3NSAtMTQuMDE1NjI1IDEyLjU0Njg3NSAtMTcuMzc1IApRIDkuNjI1IC0yMC43NSAzLjc2NTYyNSAtMjAuNzUgClEgMCAtMjAuNzUgLTIuNDM3NSAtMjAuMzEyNSAKTCAtMi40Mzc1IC0xMy41MzEyNSAKTCAwLjU5Mzc1IC0xMy44MTI1IApRIDMuOTUzMTI1IC0xMy44MTI1IDUuMzEyNSAtMTIuMDQ2ODc1IApRIDYuNjg3NSAtMTAuMjk2ODc1IDYuNjg3NSAtNS4yMTg3NSAKTCA2LjY4NzUgNTIuODI4MTI1IApMIDE1LjQ4NDM3NSA1Mi44MjgxMjUgCnoKIiBpZD0iTGliZXJhdGlvblNhbnMtMTA2Ii8%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgyMTAuOTU5MDczIDMyOS42Njg3MjYpcm90YXRlKC00NSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE3Ii8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDkiLz4KICAgICAgIDx1c2UgeD0iMTk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTgiLz4KICAgICAgIDx1c2UgeD0iMjUwLjE0NjQ4NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSIzMDUuNzYxNzE5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjMzOS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iMzk0LjY3NzczNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI0NTAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE0Ii8%2BCiAgICAgICA8dXNlIHg9IjQ4My41OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI1MzkuMjA4OTg0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA2Ii8%2BCiAgICAgICA8dXNlIHg9IjU2MS40MjU3ODEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNjE3LjA0MTAxNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjY2Ny4wNDEwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ4dGlja181Ij4KICAgICA8ZyBpZD0idGV4dF81Ij4KICAgICAgPCEtLSBwcm9tb3Rpb25fbGFzdF81eWVhcnMgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDI0MC44MjE4NjIgMzU3LjQwNTkzNilyb3RhdGUoLTQ1KXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iODguOTE2MDE2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjE0NC41MzEyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIyMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjI4My40NDcyNjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iMzExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIzMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTExIi8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wNjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjQ0NC42Nzc3MzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1MDAuMjkyOTY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgICA8dXNlIHg9IjUyMi41MDk3NjYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSI1NzguMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjYyOC4xMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgIDx1c2UgeD0iNjU1LjkwODIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk1Ii8%2BCiAgICAgICA8dXNlIHg9IjcxMS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI3NjcuMTM4NjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgICA8dXNlIHg9IjgxNy4xMzg2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iODcyLjc1MzkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9IjkyOC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTQiLz4KICAgICAgIDx1c2UgeD0iOTYxLjY2OTkyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzYiPgogICAgIDxnIGlkPSJ0ZXh0XzYiPgogICAgICA8IS0tIHF1aXQgLS0%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDM3Mi44NjkyNjMgMjgyLjk1ODUzNSlyb3RhdGUoLTQ1KXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSIxMzMuNDQ3MjY2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfNyI%2BCiAgICAgPGcgaWQ9InRleHRfNyI%2BCiAgICAgIDwhLS0gc2FsYXJ5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDIxLjIzMTczNCAyOTIuMTk2MDY1KXJvdGF0ZSgtNDUpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE1Ii8%2BCiAgICAgICA8dXNlIHg9IjUwIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTA1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSIxMjcuODMyMDMxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMTgzLjQ0NzI2NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIyMTYuNzQ4MDQ3IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTIxIi8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfOCI%2BCiAgICAgPGcgaWQ9InRleHRfOCI%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0MzUuNTE4MDc2IDMzNS41MDk3MjIpcm90YXRlKC00NSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iNTAiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIxMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjEzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDUiLz4KICAgICAgIDx1c2UgeD0iMTU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNSIvPgogICAgICAgPHVzZSB4PSIyMDUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAyIi8%2BCiAgICAgICA8dXNlIHg9IjIzMy4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NyIvPgogICAgICAgPHVzZSB4PSIyODkuMDEzNjcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iMzM5LjAxMzY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNiIvPgogICAgICAgPHVzZSB4PSIzNjYuNzk2ODc1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjM4OS4wMTM2NzIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iNDQ0LjYyODkwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI1MDAuMjQ0MTQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTUiLz4KICAgICAgIDx1c2UgeD0iNTU1Ljg1OTM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOCIvPgogICAgICAgPHVzZSB4PSI1NzguMDc2MTcyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy42OTE0MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTgiLz4KICAgICAgIDx1c2UgeD0iNjgzLjY5MTQwNiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI3MzkuMzA2NjQxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA4Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieHRpY2tfOSI%2BCiAgICAgPGcgaWQ9InRleHRfOSI%2BCiAgICAgIDwhLS0gdGltZV9zcGVuZF9jb21wYW55IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNDc0LjEzNjg4OSAzNTQuNDkwOTA5KXJvdGF0ZSgtNDUpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTE2Ii8%2BCiAgICAgICA8dXNlIHg9IjI3Ljc4MzIwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwNSIvPgogICAgICAgPHVzZSB4PSI1MCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwOSIvPgogICAgICAgPHVzZSB4PSIxMzMuMzAwNzgxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAxIi8%2BCiAgICAgICA8dXNlIHg9IjE4OC45MTYwMTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyNDQuNTMxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTUiLz4KICAgICAgIDx1c2UgeD0iMjk0LjUzMTI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEyIi8%2BCiAgICAgICA8dXNlIHg9IjM1MC4xNDY0ODQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDEiLz4KICAgICAgIDx1c2UgeD0iNDA1Ljc2MTcxOSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMCIvPgogICAgICAgPHVzZSB4PSI0NjEuMzc2OTUzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTAwIi8%2BCiAgICAgICA8dXNlIHg9IjUxNi45OTIxODgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSI1NzIuNjA3NDIyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTkiLz4KICAgICAgIDx1c2UgeD0iNjIyLjYwNzQyMiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExMSIvPgogICAgICAgPHVzZSB4PSI2NzguMjIyNjU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA5Ii8%2BCiAgICAgICA8dXNlIHg9Ijc2MS41MjM0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTIiLz4KICAgICAgIDx1c2UgeD0iODE3LjEzODY3MiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk3Ii8%2BCiAgICAgICA8dXNlIHg9Ijg3Mi43NTM5MDYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTAiLz4KICAgICAgIDx1c2UgeD0iOTI4LjM2OTE0MSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEyMSIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inh0aWNrXzEwIj4KICAgICA8ZyBpZD0idGV4dF8xMCI%2BCiAgICAgIDwhLS0gV29ya19hY2NpZGVudCAtLT4KICAgICAgPGRlZnM%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%2BCiAgICAgICA8cGF0aCBkPSJNIDM5Ljg0Mzc1IDAgCkwgMjEuOTY4NzUgMjQuMTI1IApMIDE1LjUzMTI1IDE4Ljc5Njg3NSAKTCAxNS41MzEyNSAwIApMIDYuNzM0Mzc1IDAgCkwgNi43MzQzNzUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgNzIuNDY4NzUgCkwgMTUuNTMxMjUgMjcuMjAzMTI1IApMIDM4LjcxODc1IDUyLjgyODEyNSAKTCA0OS4wMzEyNSA1Mi44MjgxMjUgCkwgMjcuNTkzNzUgMzAuMTI1IApMIDUwLjE0MDYyNSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTEwNyIvPgogICAgICA8L2RlZnM%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg1NTkuNDg2NDExIDMyNi43NDEzODgpcm90YXRlKC00NSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy04NyIvPgogICAgICAgPHVzZSB4PSI5NC4zNjkxNDEiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTEiLz4KICAgICAgIDx1c2UgeD0iMTQ5Ljk4NDM3NSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTExNCIvPgogICAgICAgPHVzZSB4PSIxODMuMjg1MTU2IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA3Ii8%2BCiAgICAgICA8dXNlIHg9IjIzMy4yODUxNTYiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05NSIvPgogICAgICAgPHVzZSB4PSIyODguOTAwMzkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtOTciLz4KICAgICAgIDx1c2UgeD0iMzQ0LjUxNTYyNSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTk5Ii8%2BCiAgICAgICA8dXNlIHg9IjM5NC41MTU2MjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy05OSIvPgogICAgICAgPHVzZSB4PSI0NDQuNTE1NjI1IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTA1Ii8%2BCiAgICAgICA8dXNlIHg9IjQ2Ni43MzI0MjIiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMDAiLz4KICAgICAgIDx1c2UgeD0iNTIyLjM0NzY1NiIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTEwMSIvPgogICAgICAgPHVzZSB4PSI1NzcuOTYyODkxIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtMTEwIi8%2BCiAgICAgICA8dXNlIHg9IjYzMy41NzgxMjUiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy0xMTYiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzIiPgogICAgPGcgaWQ9Inl0aWNrXzEiPgogICAgIDxnIGlkPSJ0ZXh0XzExIj4KICAgICAgPCEtLSAwLjAgLS0%2BCiAgICAgIDxkZWZzPgogICAgICAgPHBhdGggZD0iTSA1MS43MDMxMjUgMzQuNDIxODc1IApRIDUxLjcwMzEyNSAxNy4xODc1IDQ1LjYyNSA4LjA5Mzc1IApRIDM5LjU0Njg3NSAtMC45ODQzNzUgMjcuNjg3NSAtMC45ODQzNzUgClEgMTUuODI4MTI1IC0wLjk4NDM3NSA5Ljg1OTM3NSA4LjA0Njg3NSAKUSAzLjkwNjI1IDE3LjA5Mzc1IDMuOTA2MjUgMzQuNDIxODc1IApRIDMuOTA2MjUgNTIuMTU2MjUgOS42ODc1IDYwLjk4NDM3NSAKUSAxNS40ODQzNzUgNjkuODI4MTI1IDI3Ljk4NDM3NSA2OS44MjgxMjUgClEgNDAuMTQwNjI1IDY5LjgyODEyNSA0NS45MjE4NzUgNjAuODkwNjI1IApRIDUxLjcwMzEyNSA1MS45NTMxMjUgNTEuNzAzMTI1IDM0LjQyMTg3NSAKegpNIDQyLjc4MTI1IDM0LjQyMTg3NSAKUSA0Mi43ODEyNSA0OS4zMTI1IDM5LjMyODEyNSA1NiAKUSAzNS44OTA2MjUgNjIuNzAzMTI1IDI3Ljk4NDM3NSA2Mi43MDMxMjUgClEgMTkuODc1IDYyLjcwMzEyNSAxNi4zMjgxMjUgNTYuMTA5Mzc1IApRIDEyLjc5Njg3NSA0OS41MTU2MjUgMTIuNzk2ODc1IDM0LjQyMTg3NSAKUSAxMi43OTY4NzUgMTkuNzgxMjUgMTYuMzc1IDEyLjk4NDM3NSAKUSAxOS45Njg3NSA2LjIwMzEyNSAyNy43ODEyNSA2LjIwMzEyNSAKUSAzNS41NDY4NzUgNi4yMDMxMjUgMzkuMTU2MjUgMTMuMTI1IApRIDQyLjc4MTI1IDIwLjA2MjUgNDIuNzgxMjUgMzQuNDIxODc1IAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ4Ii8%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%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NC4yOTA0NzYgMjIwLjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MCIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzMiPgogICAgIDxnIGlkPSJ0ZXh0XzEzIj4KICAgICAgPCEtLSAwLjQgLS0%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%2BCiAgICAgIDxnIHN0eWxlPSJmaWxsOiM1NTU1NTU7IiB0cmFuc2Zvcm09InRyYW5zbGF0ZSg0NC4yOTA0NzYgMTg0LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00NiIvPgogICAgICAgPHVzZSB4PSI4My4zOTg0MzgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MiIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzQiPgogICAgIDxnIGlkPSJ0ZXh0XzE0Ij4KICAgICAgPCEtLSAwLjYgLS0%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%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ0LjI5MDQ3NiAxMTIuNDg2MTYxKXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ4Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ2Ii8%2BCiAgICAgICA8dXNlIHg9IjgzLjM5ODQzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU2Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfNiI%2BCiAgICAgPGcgaWQ9InRleHRfMTYiPgogICAgICA8IS0tIDEuMCAtLT4KICAgICAgPGRlZnM%2BCiAgICAgICA8cGF0aCBkPSJNIDcuNjI1IDAgCkwgNy42MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNy40Njg3NSAKTCAyNS4xNDA2MjUgNjAuNDA2MjUgCkwgOS42MjUgNDkuMzEyNSAKTCA5LjYyNSA1Ny42MjUgCkwgMjUuODc1IDY4Ljc5Njg3NSAKTCAzMy45ODQzNzUgNjguNzk2ODc1IApMIDMzLjk4NDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSA3LjQ2ODc1IApMIDUwLjczNDM3NSAwIAp6CiIgaWQ9IkxpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDQ0LjI5MDQ3NiA3Ni40ODYxNjEpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDYiLz4KICAgICAgIDx1c2UgeD0iODMuMzk4NDM4IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDgiLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfMyI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDg2LjQgMjUyIApMIDExNS4yIDI1MiAKTCAxMTUuMiA3MiAKTCA4Ni40IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDE0NCAyNTIgCkwgMTcyLjggMjUyIApMIDE3Mi44IDcyIApMIDE0NCA3MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzUiPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BlN2JjYTc0MGVmKSIgZD0iTSAyMDEuNiAyNTIgCkwgMjMwLjQgMjUyIApMIDIzMC40IDcyIApMIDIwMS42IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfNiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDI1OS4yIDI1MiAKTCAyODggMjUyIApMIDI4OCA3MiAKTCAyNTkuMiA3MiAKegoiIHN0eWxlPSJmaWxsOiMzMzdhYjc7Ii8%2BCiAgIDwvZz4KICAgPGcgaWQ9InBhdGNoXzciPgogICAgPHBhdGggY2xpcC1wYXRoPSJ1cmwoI3BlN2JjYTc0MGVmKSIgZD0iTSAzMTYuOCAyNTIgCkwgMzQ1LjYgMjUyIApMIDM0NS42IDcyIApMIDMxNi44IDcyIAp6CiIgc3R5bGU9ImZpbGw6IzMzN2FiNzsiLz4KICAgPC9nPgogICA8ZyBpZD0icGF0Y2hfOCI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDM3NC40IDI1MiAKTCA0MDMuMiAyNTIgCkwgNDAzLjIgNzIgCkwgMzc0LjQgNzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%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%2BCiAgIDxnIGlkPSJwYXRjaF8xMiI%2BCiAgICA8cGF0aCBjbGlwLXBhdGg9InVybCgjcGU3YmNhNzQwZWYpIiBkPSJNIDYwNC44IDI1MiAKTCA2MzMuNiAyNTIgCkwgNjMzLjYgNzIgCkwgNjA0LjggNzIgCnoKIiBzdHlsZT0iZmlsbDojMzM3YWI3OyIvPgogICA8L2c%2BCiAgPC9nPgogIDxnIGlkPSJheGVzXzIiPgogICA8ZyBpZD0ibWF0cGxvdGxpYi5heGlzXzMiPgogICAgPGcgaWQ9Inl0aWNrXzciPgogICAgIDxnIGlkPSJ0ZXh0XzE3Ij4KICAgICAgPCEtLSAwIC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgMjU2LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy00OCIvPgogICAgICA8L2c%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%2BCiAgICAgIDwvZGVmcz4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDY1OC41IDIyMC40ODYxNjEpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTAiLz4KICAgICAgIDx1c2UgeD0iNTUuNjE1MjM0IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMTExLjIzMDQ2OSIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni44NDU3MDMiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICA8L2c%2BCiAgICAgPC9nPgogICAgPC9nPgogICAgPGcgaWQ9Inl0aWNrXzkiPgogICAgIDxnIGlkPSJ0ZXh0XzE5Ij4KICAgICAgPCEtLSA1OTk5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgMTg0LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01MyIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTAiPgogICAgIDxnIGlkPSJ0ZXh0XzIwIj4KICAgICAgPCEtLSA4OTk5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgMTQ4LjQ4NjE2MSlzY2FsZSgwLjEyMzgxIC0wLjEyMzgxKSI%2BCiAgICAgICA8dXNlIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NiIvPgogICAgICAgPHVzZSB4PSI1NS42MTUyMzQiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIxMTEuMjMwNDY5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMTY2Ljg0NTcwMyIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgICA8ZyBpZD0ieXRpY2tfMTEiPgogICAgIDxnIGlkPSJ0ZXh0XzIxIj4KICAgICAgPCEtLSAxMTk5OSAtLT4KICAgICAgPGcgc3R5bGU9ImZpbGw6IzU1NTU1NTsiIHRyYW5zZm9ybT0idHJhbnNsYXRlKDY1OC41IDExMi40ODYxNjEpc2NhbGUoMC4xMjM4MSAtMC4xMjM4MSkiPgogICAgICAgPHVzZSB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iNTUuNTA1ODU5IiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNDkiLz4KICAgICAgIDx1c2UgeD0iMTExLjEyMTA5NCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgICA8dXNlIHg9IjE2Ni43MzYzMjgiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIyMjIuMzUxNTYyIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgPC9nPgogICAgIDwvZz4KICAgIDwvZz4KICAgIDxnIGlkPSJ5dGlja18xMiI%2BCiAgICAgPGcgaWQ9InRleHRfMjIiPgogICAgICA8IS0tIDE0OTk5IC0tPgogICAgICA8ZyBzdHlsZT0iZmlsbDojNTU1NTU1OyIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoNjU4LjUgNzYuNDg2MTYxKXNjYWxlKDAuMTIzODEgLTAuMTIzODEpIj4KICAgICAgIDx1c2UgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTQ5Ii8%2BCiAgICAgICA8dXNlIHg9IjU1LjYxNTIzNCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTUyIi8%2BCiAgICAgICA8dXNlIHg9IjExMS4yMzA0NjkiIHhsaW5rOmhyZWY9IiNMaWJlcmF0aW9uU2Fucy01NyIvPgogICAgICAgPHVzZSB4PSIxNjYuODQ1NzAzIiB4bGluazpocmVmPSIjTGliZXJhdGlvblNhbnMtNTciLz4KICAgICAgIDx1c2UgeD0iMjIyLjQ2MDkzOCIgeGxpbms6aHJlZj0iI0xpYmVyYXRpb25TYW5zLTU3Ii8%2BCiAgICAgIDwvZz4KICAgICA8L2c%2BCiAgICA8L2c%2BCiAgIDwvZz4KICA8L2c%2BCiAgPGcgaWQ9ImF4ZXNfMyI%2BCiAgIDxnIGlkPSJtYXRwbG90bGliLmF4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class=&quot;img-responsive center-img&quot; alt=&quot;Count&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "            &lt;div role=&quot;tabpanel&quot; class=&quot;tab-pane col-sm-12&quot; id=&quot;missing-matrix&quot;&gt;\n",
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EBZWVleOWVVxAaGsree0RERDQtKGuSzz//HO%2B99x6am5vlz58k/FxJ1IVmsxmXLl1CQkICUlJSnjgEPS0tDa2trejq6oLT6fSplhQ1Wl9fH%2B7fv48bN27g4cOHiIqKQkBAAAICAjyuoxxPbG9vx65du/Dll1%2BipqYGwPB9aMTv9%2Bqrr2LevHljfjciIiIiIvrmYAA6ERERERERERER0RSSJAkDAwP4wx/%2BIAcIKRcMi79v3rwZpaWlE/IMdrsdb7/9tkf4ubfQI4aff43h50REROQrsRBZLPi9du0aysvL8ac//QmHDx/GkSNH8NVXX%2BHEiRM4duwYrl69iqamJgCAwWBAf38/ysvLAXxdg2g0GpSUlEx4EBJD0ImIiIgmzxdffIGWlpZhayVJkqBWq1FWVjZkU5mvxhN%2BvmPHDmzduhVOpxMajQbLli3DjRs3fApBFxvyhgtBH62G7ejogNFoRGhoqNfzNBoNUlJSkJOT49dwdSIiIqKJYLFYcOzYMQwMDAw5JuqxzMxMvPHGGwgMDOR84yQYPA/scDjkxl4VFRWIiYmRxzSVOLZJNg9EmQAAIABJREFUREREgylrt08%2B%2BQQffPAB%2Bvv7cePGDSxduhRarXbcIehiHC0sLAzNzc1obW0d8XyVSgW73Y66ujoYDAYkJSVNaSN5l8sFl8uFI0eOoLm52et5K1euRH5%2BPmtgIiIiIiIiIiIiIiIiIpo0yrneuro6nDhxAn/4wx/Q3NwMs9kMwLOnyGjEOeI73d3duHnzJiorK5Gfn4%2BQkBCfn81bCLrL5RoxwHIqQ9Dj4%2BNhMpngdrvx%2BuuvM/yciIiIpi1RF926dQv79%2B%2BH3W73qJOUe2xffPFFvPzyyzAYDHJNJWpISZKgUqk8vutyuaDRaJCamoqFCxciMDAQtbW1cDgcHqGU3ihD0C9fvjymEHTxXoWFhYiJiUFAQADq6uqG1KlPYnB9XFRUhA0bNmDt2rXcC0NERETThrImOXjwIHbt2gWr1Qrg8bjbYMr%2BgKLmGctYmkqlgtPpxMWLF5GQkIDU1NQnCkGPiopCWloauru70dXVBbvd7lMtqXyX7u5uPHjwAKdOncL169dRX1%2BPhoYGmEwmNDY24urVq7h69So%2B%2BOADHDx4ELW1tfIe6JH60Lz22mtYunSpfE/uuSUiIiIi%2BnZiADoRERERERERERHRFBELNh49eoTjx4/DarV6LPQAvl78ER4ejm3btiEyMtLvizwYfj48hp8TERGRP4j6wOVyoaamBp999hneeustVFVVwWQywWazAfi6vhCLmLu7u3H//n1UVlbi6tWriIqKwv3792G32%2BF2u2GxWBAfH4%2BZM2dO%2BOJfhqATERERTSyXywWr1YqjR4%2Biq6vLa51ksViwcOFCxMTEjOse4wk/f%2BGFF%2BTzHA4HtFotli9fjmvXrsFoNI4pBP3BgwdITk6WGz0M94zi89///vc4ffo0kpOTERUV5fU3UalU0Gq1Y/w1iIiIiCaf1WrFiRMnYLFYPBoMiHopPj4eP/nJTxATE8P5xkngbR7Y7XZDq9XC5XLh8uXLyMvLg8FgmMpHJSIiomlOWbvt378fe/bsAQAEBASgo6MDV65cQVlZ2bhD0MW4WEhIiByqDnhvRCoapFqtVty9excpKSlITEx8kld8IuL5Dx48iK6uLq/Hly1bhszMzEl9NiIiIiIiIiIiIiIiIiL69lLO9ZaXl%2BOjjz7C2bNnYbVaPQLGxxMQOTjYMjs7G6tWrRrznlpvIehutxsajWZIXxrl9wD/hKCL833pcRMaGor09HSsX78eoaGhDD8nIiKiaUuSJPT09OA///M/0dPT41G7Kffc7ty5E1u2bPFY9zdaTSSOi3D0WbNmISkpCWazGe3t7fI6Ql9C0G02GyoqKpCdnQ2DwTBqTaas95KSkjB//nzExsbCaDTCarXCZrPJ9x5LGLq4p1qtluvoiIgIfOc738EPfvADpKWlQaPRyNclIiIimkrKcb8DBw7gvffeAzD8Hgxl6LnS4PN8qZ1EDed2u1FeXu6XEPSIiAikpaUBANra2mA2m8dcb4n9s11dXaipqUFVVRXOnz%2BPCxcu4Pr167h16xa6uro8akXxPoKyRv7hD38o96Nm%2BDkRERER0bcbA9CJiIiIiIiIiIiIpohYsHHs2DFUVFR4bUyanJwsL4Zm%2BPnEY/g5ERER%2BYOoDxwOBw4fPoyDBw/iwoULHgt3lQt%2BRR0m6g2n04n29nZUV1fDarV6HIuNjUVRUdGkLAJmCDoRERHRxBGNDE6dOgWj0TjsOWKjW3R0NGbPnj2mGvBJw88FlUoFp9MJjUaD%2BfPn48aNG%2Bju7vZ5s153dzeqqqqQkJCAhIQE%2BZjD4fAY83z//ffx%2Beefw2g0orOzEwkJCYiMjGTtSERERNPeSONdkiTh888/R29vr8fnKpUKarUaa9euRXFxMTQaDeueCTbaPLCokUtKSrBp06YpeUYiIiJ6OngLPxc1hlqtRldX1xOHoIuxwKysLNTV1aGpqQmA9zla0UTUYrGgqqoK6enpiIuLe4I3HR/x3JcuXcLRo0e9jiEmJyfjlVdegVarneQnJCIiIiIiIiIiIiIiIqJvI%2BVc7/Hjx/GXv/wFjY2N8nyut2BxXymvsWDBAnz/%2B99HcHDwuK7lLQTd5XJ5BLUP9z3gyULQlXPPp0%2Bfhk6nQ1hY2IjfCQ4OZvglERERTWuiFrp8%2BTLOnTs3pM%2BL%2BPv27duxZcsWj%2B%2BM916JiYlISUlBUFAQamtr4XA4RqzlAM8Q9MuXLyMvLw/R0dGjPovymCRJSE9PR15eHrKzs9Hc3AyXywWr1SrfW9RuYp%2BzqD/FXhdRO7vdbmg0GgQGBmLr1q3YsGEDVq1aBbVa7RH6TkRERDSVlON%2Bn376Kf7yl78AGNpbRdQ3ovYJDw9HTEwMlixZgjlz5iA/Px8JCQnQ6XQwGo3yd70FpgsTEYIeFhaG1NRUhIeHo7m5GX19fT71eFE%2B0%2BB3Vr6HqANFf2UlZY9ElUqF11577VvTj5qIiIiIiEbHAHQiIiIiIiIiIiKiKfbFF1%2BgoaFhyGISseijoKAACxcu9GtQJMPPh8fwcyIiIvIH0dTeZrPhd7/7Hb744gu0tLQAGFp3DaYMRQfgsQBaqKurw7x58xAVFTVRr%2BCBIehEREREE8dut%2BP06dPo7Owc9rioCwcGBrB8%2BXJotVqfainlmNW%2Bffvw4YcfAhh7%2BLkgvhcUFISkpCTcvHkT/f39Ptd0AwMDOHv2LIKCghAcHAy9Xi8/X39/P/bu3YsDBw7I92ptbUV7eztiY2MRExPD2pGIiIimLWXddefOHbhcLoSEhAD4epxQq9WiqqoKzc3NHvPBbrcbWq0W3/ve9xATEzNlz/9tMZZ54J/97GcAxt%2BsjIiIiL7ZRgs/F/wRgq6cV501axbu3LkDo9HoU%2BMss9mM69evY8aMGTAYDON82/ERz/fll1/i1q1bQ46L%2Bis7OxuLFy/2aIRKRERERERERERERERERDQRlHO9n332Gd566y1YLBYAj8PGhzM4SNLb3KbyGrm5uXjxxReRlJT0RM/sLQRdGag00jOPNwRd7As%2BfPgwdu/eDavVioSEhFFD0JX3JiIiIppuRJ3y0Ucfoa6uTq6llHXcM888g5deeskjDHy89xJ1XEREBFJTUxEXF4fq6mrYbDafQ9CtVivKy8uxYMEC6PV6n/c4iHuHhYUhKSkJy5YtQ15eHkJDQyFJEnp6euBwODzOV%2B51EXuQo6OjMWvWLGzatAk7duzAggUL5PWI3G9BRERE04Wybjty5AjeeecdAMOHn4t/6/V6FBQU4G/%2B5m%2BwZs0aLFmyBHPnzkVubi7mz5%2BPkpISFBQUwGw2w2q1YmBgYNTacCJC0IOCgpCSkoLc3FzU1tbCaDR6vI8vYeij1Z2DieuqVCpER0fj1VdfxbJlywCw9zIREREREX2NAehEREREREREREREU8TtdqO/vx9vv/02LBaL14UhpaWlyMnJYfj5BGP4OREREfmDMvz8P/7jP3D58mXYbDYAIzdB8JVarZZrt9zcXGi12id%2BZl8wBJ2IiIjI/9xuNzQaDW7fvo36%2BnqvG8xUKhW6urrQ19eHoqKiMYWf79%2B/H3v37pWvM57wc0HcNyQkBAMDA6ipqfG5vhUb9a5fv447d%2B6gtrYW3d3d%2BOqrr3D06FGcOXNGfkbg69%2Bmra0NUVFRmD17NsfgiIiIaFpS1l379u3Db3/7W2g0GhgMBoSFhcnHTCYTrl696tEgCwCWLFmC9evXT83Df4twHpiIiIj8SdkE9f333wcwtMYQ/BWCDgA6nQ7BwcF48OAB%2Bvv7R/yOMgT92rVrciP8yVRVVYX/%2B7//kxtfDW4Wq9Fo8IMf/ACJiYmcMyYiIiIiIiIiIiIiIiKiCaVcD3bgwAG89957AIYPCZIkyafwIHGOCEUX56enp2Pz5s3Izc31yxq0qQpBv3v3Lo4fP45Hjx6htrYWDofD5xB0IiIioulI7Fn98MMPYTabh9R8c%2BfOxZYtWxAREQFg5B4qvlB%2BPzAwEGlpaUhNTcWVK1dgs9mg0Wg89vsO97wajQYWiwXXr19HUVERQkNDfarllMddLhe0Wi1iYmKQn5%2BPkpISLF%2B%2BHIWFhUhOTkZGRgYiIyORkpKC7Oxs5OTkYPXq1diwYQOee%2B45rF27FhkZGQgLC/MI7uS6PyIiIpoOlPXJl19%2Bibffflves%2BEt/LyoqAjPPPMMXnrpJURERCAoKEi%2BlviuWq2GwWBAXl4eMjMz0dLSAqPROOq44USEoKvVakRGRmLFihUwGo0YGBhAf3//kL0a/iD6GwYGBmLOnDn47ne/i%2BLiYvnduOeWiIiIiIgABqATERERERERERERTRlJkmCxWHD06FE5FHPwceDrBTIzZ84c94IVpckOP39aQi3Z9J6IiIj8weVyyeHnv/71r3Hr1i2/LxAW17JarSgsLIRer5%2B0mosh6ERERET%2BJeqguro6VFdXe60bRU3Z19eHjIwMGAwGr9dUbho7duwY3nvvPfmzJwk/V9JqtQgLC8O5c%2Bdgs9l8qnmVm%2Bd6enpQW1uLiooK3L9/X26mJZ5RXCs1NRUrV65kCBIRERFNS8q5wv3792Pv3r0AgKamJlgsFsTExCA8PBzA12N5Fy9elOsc8ee8efMwd%2B7cKXj6bw/OAxMREdFEuHz5Mv7whz8AADQazbDh54I/QtCBr8cSIyIiYDKZ0NTUBLvdPuL5yhD069evIyEhATExMVCr1WO673h0dHTgk08%2BQUNDw7CNwwBg0aJFWLlyJQICAjj2R0REREREREREREREREQTRrnH4vDhw3j33XcBDO21otwX4Xa7ER4eDoPBgJKSEuTm5iInJwezZs2SA9L7%2BvqGfDc2Nhbr1q3DkiVLoNFo/PYOI4WgjxScOTgE3e12Y%2BbMmaPu7TWZTPjggw9w9epV%2BRyGoBMREdHTTpIkNDc349ChQwAe7%2BtQqVSQJAkbNmxAUVHRhK1nkyQJiYmJyM3NRXl5OaxW66gh6GJvQ29vLxobGzF37lwEBwePqRehOE98R6VSISwsDAkJCZg9e7Ycil5SUoLi4mLMmzcPGRkZiI2NRWBgoEftyLV%2BRERENN2I%2BqSyshJ79uyByWSSx9IE5TjgqlWrsG3bNuTn5w8ZIxO1kvK6Op0O8fHxKC0tRUNDA5qbm0d9pokIQXc6ndBoNCgqKoLBYIBarUZDQ4NHTTvePofiu%2BL3CA8Px%2BbNm7F%2B/XrMnDlTfifWgkREREREJDAAnYiIiIiIiIiIiGgKNTU14dixY0M2xwGPF73k5uZi1qxZT7zoY7LDz8U7OBwOHDt2DFFRUQgKChr3808UNr0nIiIifxD1gc1mw7//%2B7/jzp07w9Z4/iBJEnp7e9Hc3Izly5dPapA4Q9CJiIiIvBtrXSPG%2B%2Bx2O8rLy%2BXPlMR4lSRJKCsrQ35%2BPkJDQ71eU9z/3Llz2Lt3LwYGBkbcoLd161a88MILY67HIiIiIEkSbty44fNGOHGeuJdyfG3wMwYHB2PlypUoKyublFAmIiIiorEYHH6%2BZ88eAF%2BHX1qtVjQ1NcFkMiE6OhpRUVGIjY3FtWvX0N7eDuDxHOTSpUsxY8YMjo9NEM4DExER0URxOp3o7e1FV1cXrFbrqLWcv0LQdTodkpKS8PDhQ7S2to56vjIEvaqqCnq9HjExMdDpdGO671jYbDacP38eJ0%2BehM1m8zimHJfctGkTcnJyWAcTERERERERERERERER0YRR9mg5efIkdu3aJQeiDw4/F/%2BOiopCYWEhfvSjH2HdunUoKSlBfn6%2B/N/ixYuxevVqhISEICgoCE1NTXC73QgJCcGKFSvwzDPPQKfT%2BT0UyFsIusvlkgOVvH0P%2BDoEvbW1FVarVQ5yF/PWyjWMFosFu3fvxldffSX/NuLetbW1sFgsmDlzJgIDA/32bkREREST5d69e7hw4YIcPC7qnOzsbPz1X/%2B1R/jjRHC73YiJiUFBQQEuXLgAi8Uyagi6qPO6u7thtVqRnZ2NgICAMd9bGeypvK6oC8XfxbMoA8%2B5zo%2BIiIims4aGBhw4cAA1NTVDxsgG72HYtm0bDAYDAMjjhKNxuVzQarVYunQpjEYjHj586FEzDcffIejiPdRqNZKSkrBo0SIYDAbYbDb09PTAbrd7nOvrNcUeWwCIjIxEVlYW/v7v/x7z589HRESE/C6sB4mIiIiISIkB6ERERERERERERERTqL29HSdOnBhxAXJGRgby8/OfuvDztrY2VFRU4He/%2Bx2%2B%2BOILFBcXw2AwTKsFLGx6T0RERP4gFjI7HA68%2BeabuHLlitfwc%2BUGL7FAWdkAwBeSJEGlUuHRo0cwm80oKCgY98Lm8WAIOhEREdFQYsyos7MTbW1t8maukYj6JywsDGfPnkVvb69HTaTRaOB0OqFWq7Fz506sXr1a3kw3ktu3b%2BPjjz9GU1PTkGPKOnXLli14/vnnodVqfX1ND3a7HRcuXBh3LTdc/SuuU1hYiO9%2B97sIDAycVuOJRERERN7Cz8VcoxgnbG1tRWdnJyIiIhAbGwubzYYbN27I1wCAhQsXyuNj5F%2BcByYiIqKJFB4ejtTUVBiNRrS3t8PhcExKCLpomp%2BRkYHq6mr09PTItc1I31GpVLBYLLh9%2B7b8/Hq9Xj7uz3r01q1beOedd4Y8m3I%2BfNWqVdi2bduE3J%2BIiIiIiIiIiIiIiIiISBBzkVevXsWePXvQ19c3ZC%2Bvco/FggULsGHDBmzbtg0RERFyyLdYbyb2Bet0OmRnZ6O0tBR6vR7t7e2YO3cuduzYgaCgoAmbB/UWgq4MVBrpd%2Bjr60N9fT1aW1tRWFgItVotH3e5XGhqasLevXtx8uRJj9/G7XbLwZwWiwUbNmyARqPx%2B/sRERERTbSqqipcvXpVrptUKhXUajW2b9%2BOjIyMCd9TIOquyMhIzJ8/H%2BfOnfMpBB0AnE4nTCYT9Ho9UlJSnvg5lQHnoufN4M%2BJiIiIpjO32w273Y6TJ0/iq6%2B%2BGrKvQznut3HjRrz88ssICgqSj/ta8yj74xUXF8NkMuHhw4dwOBwjXsffIeiDz09PT0dubi4KCgpgMpmgVqvR29vrsYdD3F%2Bj0ci/x%2BDg85CQECxZsgRbtmzBc889h6ioKI%2BakLUhERERERENxgB0IiIiIiIiIiIioinU2dmJU6dODXtMLPQIDw/HkiVLxh0kNBnh54Of7erVq9i1axfOnDmD9vZ2AIDFYsGiRYumTdP40Zrei9%2BITe%2BJiIhoNGKB8ieffIIvv/wSDodjSKMAEVo%2BuDGCWAisXDTsS80nzjeZTAgKCkJ6ejpD0ImIiIimiBgzamlpwa9%2B9Su4XC4UFBT4VN%2B4XC7odDrYbDbcunULwONQIhF%2B/rOf/QxlZWUICQkZ9Vk6Oztx9OhRVFRUDKkNlWNea9euxfPPP%2B/TNb2JjY1FVVUV2traAAytAcda24n6eNasWfj5z3%2BOkJAQjscRERHRtCNqnOHCz4HHAY5OpxPt7e1obW1FYmIiZs%2BejZMnT8JqtcpNA%2BbOnYuZM2dO2bt8U3EemIiIiCZDWFgYkpOT0d3dPWkh6GJOVa/XIycnBxUVFRgYGBixkT3weLzRZrOhtrYWRqMRYWFhiI2N9ev8bE1NDX7729%2Bio6NjyBpFITs7Gy%2B99BLCw8NZgxERERERERERERERERHRhHv48CH279%2BPmpqaIfOqg/dYbNu2Dbm5uUP2uw4X%2BCP%2BzMrKwuzZs7F06VIEBQVNSmjmk4Sgi3njq1evwmKxwGq1ore3F4cOHcKxY8dQUVEx5LcR%2B1siIiLwk5/8BAkJCdwPTERERNPaw4cPERAQAI1GA%2BDxPo%2B7d%2B/i2rVrch0j1tY9//zziIyMnNReLeHh4Zg3bx7OnTvnsc/E23cAYGBgACaTCXl5eQgLC2NNRkRERN9aYgzu/v372LVrFywWi0d/P%2BXY1urVq7Ft2zaP8POxUo4XFhYWoqenxyME3Rt/h6ArrytJEoKDgxEbG4uFCxeitLQUsbGxSEpKQm9vL7RaLQYGBgB8/XuJ30Or1SI1NRVZWVnYvn07nnnmGaxfvx4JCQnQaDTc50FERERERKNiADoRERERERERERHRFOrq6sJXX33lteEn8HWA%2BdKlSxEYGDjm609G%2BDnweIF0RUUFjhw5grfeegtGoxE2m03ezKdWq1FaWoqAgIAxv4e/jdb0XixcYtN7IiIiGo1YCHznzh0cOnQI7e3tQ84R9YWoi8rKyrB48WK88MILKCoqQmFhIcxmMwCgv79/SAOE4Yhj/f39MJlMCA0NRVJSEkPQiYiIiCaZGDNqbW3FL3/5S3R1dcFsNmPp0qU%2BjYOJ2kelUuH8%2BfOw2WzyGF54eDj%2B5V/%2BBQUFBaOOS4k66sKFC/j444/l4CQxziXqRABYtGgRNm3ahNjY2Cd6b0mSUFdXh3v37nncKyYmRt4Ip/x8JOKdk5OT8c///M9y8wWOxxEREdF0dOTIEbz77rsAAI1G4zHXKIixLqPRiJqaGsycORNZWVm4fPmyPF8bGhqKRYsWcUzMjzgPTERERINrq4mcO9Xr9WMKQRfNq/wRgh4ZGYm8vDycP38eVqtVbjQ10r1VKhXsdjtaWlpQVVWFoKAgZGRkyOeMty51uVy4c%2BcO3nzzTbS1tXldCxkVFYXVq1ejsLAQKpWKNTARERERERERERERERERTRgx/3n27FmcOHFiyHyucl5z8%2BbN2LFjByIjI%2BXjvsxnivno8PDwSQ0HGm8IuviuSqWC0WhEVVUVvvzyS5w5cwa3bt1CZ2cnAM/fRtwrMDAQ69evx8KFC6HVajnfS0RERNNWZWUl3njjDTx69AgpKSkICwuTa5empiZcvnxZrt0kSUJmZiaee%2B65Sd1TINYBRkREYM6cOfLeYl9C0I1GI0wmExYvXjyp/WWIiIiIphNJktDd3Y3f/OY36OzsHLKHQdRU8%2BfPx7Zt2xATE%2BOXeypD0K1WK%2B7fvz/iPg7xLP4OQR%2B8Z0aj0SAwMBBZWVkoKChAWVkZNm7ciCVLlmDJkiVYtWoVVq9ejXXr1mHz5s147rnnsGjRIqSlpSEqKgrA4/FU1pZERERERDQaBqATERERERERERERTSGVSoWTJ0/CarV6Pa7ValFUVITIyMgxNRmdrPBzYdeuXfjggw9w9%2B7dYTfG9fT0IDc3F/Hx8WO%2Btj/50vTe7Xaz6T0RERH5RNRmBw4cwOXLlz0%2BAx7XYEFBQSgpKcGOHTuwefNmzJ49GwaDAcnJycjIyEBxcTGKi4vR2dmJtrY2uW4bKTBSHOvs7MTAwACio6NhMBieuhD0mzdvQq/XIzMzk4ufiYiI6KkixoxaWlrwxhtvwGQyISAgAF1dXQgICMCsWbN8rm%2Bio6Oh0Whw/fp1SJKEmTNn4u/%2B7u8wY8aMUccERXhRY2MjfvOb33iEqA%2BWkZGBTZs2IScnZ9zvDTyu81wuF86ePSvXoLGxsVi1ahUsFgu6urrkZxuuph28qS41NRWvv/46wsPDOR5HRERE01plZSUePXoEi8Ui1y3e6h23242enh7cvn0bwcHBcig68HUA%2BooVKzgm5iecByYiIiKn0ynXAVVVVTAYDHIdMF1C0AH4LQQ9KioKc%2BbMwenTp2G320dtZC9%2BB5fLhYGBAVRUVMBkMkGn0yE2NtbneWblOV1dXaioqMCf//xntLe3DzsuKRrol5SUYMuWLQgICGDTVSIiIiIiIiIiIiIiIiKaMGIfQ3NzM958801YLBaPdX7Kec1nnnkGL730EgIDA8d8n8FznpM5BzpSCLoI9PT1Gsp1kOIzJZVKhby8PGzcuNEvYVFEREREE6WyshL/8z//A5vNhocPH6KzsxNRUVGIjo6GJEkwGo04e/asR70TFxcn996bTGItX3R0NLKysnD58mV5b/BoPWYaGxuh0%2BmQk5PDdXhERET0reNyueB2u3Hq1ClcunQJLpdr2LGwxMREPPPMM8jNzfXbvZX7IKqqqlBdXe3z9/wdgi4M/q4YH9RoNAgPD4fBYEBMTAyio6MRGRmJ4OBg%2BTvK77KuJCIiIiIiXzEAnYiIiIiIiIiIiGgK2Ww2HD16FDabbdjjbrcbFosFarUaRUVF0zb8HADq6%2Btx5coVeTOg8n6SJEGSJBQWFiI1NXVc1/cHNr0nIiKiiXD58mW88847ADwDy9VqNVwuF0JDQ7Fz506sXbsWmZmZAB4vohYLkAMCAqDX61FaWgqdTgeLxYLOzs4RAyOVx0TgUmxsLKKiop6aEHS1Wg273Y6KigrMmzcPUVFRE/68RERERP4gxoxaW1vl8HONRgO73Q4A0Ol0KC0t9akuE8ejoqLQ39%2BPhIQEfP/730dycrJPY1OSJMFkMuFPf/oTHj58KNehyuMqlQqSJOE73/kOVqxY4XHfJ9Hb24tTp07J9WpoaCh%2B8IMfIDU1FXa7HQ8fPvRoEiZqWGVTLJ1Oh9zcXPziF79AeHi4HFRFRERENF3l5eUhICAA7e3tMJlMI47hiXprYGAA/f39MJlMMJvNAICenh5kZWUhLi5uUp//m4jzwERERCTGlBwOB/71X/8V5eXliIiIQFJS0phC0MW8p7imL/XCVIagR0dHo7CwEBcuXIDVah2x%2Beng%2B7vdbtTU1OD%2B/fuora3FjBkzIEkSNBqNfJ4YZ1TOCYt3u337Ng4fPoxDhw6hu7t72PBz8TyzZ8/Gj370IwQHB7MOIyIiIiIiIiIiIiIiIqIJJUkSzGYzdu3ahbq6uiF7LMSc6uLFi7F9%2B3aEhYVN1aM%2BEW8h6C6Xy6cQdOXc8nDzzGK%2B12Aw4KWXXkJ2drbf34GIiIjIXyorK/Hf//3f6Ovrg1arhcvlQnNzMzo6OhASEoK4uDhYrVacOHHC43tRUVFYvny5x9q4ySLuFxsbi7i4OFy9ehV2u33EHjPiOw6HA1lZWdDr9ZP6zERERERTTdRte/bsQUtLy5C6SdRSCxcuxOZkgD%2BeAAAgAElEQVTNm/3Wi0%2B5D2L37t3Yv3%2B//Dy%2BmMgQdKXR6trhws%2BJiIiIiIjGggHoRERERERERERERFNIp9Ph3r17aGlpGXbRsfjMZrNhzpw5Pm2cm4rwc/H9c%2BfOyX8f7j0iIyMxb968SQvjVGLTeyIiIvI30eD9yy%2B/xN27d%2BWm78DjekOv1%2BNv//ZvsWDBAoSGhsrfVS4SFn%2BK62VnZyM2NhYulwsNDQ0%2Bh6A3NTVhYGAAMTEx0y4E3VutK36vZ599FitXrpzw5yQiIiLyB2X4%2Beuvvy6HnyuDjVpbWxEdHY3MzMxR6zFxPDg4GHFxcVi8eDFiYmLkWm%2B0Z5EkCTdv3sSpU6dgNpuH1F2iLiwsLMSrr77q8Q5PSq1W48SJE/Jz9PX1YcaMGSguLkZhYSH0ej1aWlpgtVrl8TgxDgcA2dnZWLlyJXbu3InQ0FC4XC6GnxMREdG0JuqeGTNmQKfToaurC0ajcdQQdLfbjb6%2BPgwMDMifO51OpKamIicnZ0rmT78pOA9MREREyvDzX//616ipqUF/fz%2BMRiN0Oh2Sk5N9CkFX1giHDh1CU1MTEhMTPQLBvdHr9UhJSUFPTw/a2tomNQQ9KioK%2Bfn5qKys9Kg3R6KsX3t7e1FXV4eLFy/i7t27CAgIgNvthl6v95jXdjqdcLlcqKysxFdffYU///nPqKmpkYPXB68ZFCEC6enp%2BMUvfoGwsDDWYUREREREREREREREREQ0ocQav5aWFhw9ehR9fX3DrutLSEjA5s2bkZWVNQVP6T8jhaCLQKXxEPO9arUar776KoqLiwGAax2JiIhoWhLh5/39/fJaQrE%2Brq2tDe3t7QgMDEROTg5u376Njo4O%2BbvR0dFYvXr1lNc4sbGx0Ol0uH37tsfzDyaes6OjAwkJCZg5c%2BZkPyoRERHRlDty5AiOHTsGYGiQt9vtRmJiIn7%2B859Dp9P5ZQ%2BD8hrvv/%2B%2BHH4uxtB8NVkh6ERERERERBOJAehEREREREREREREU6ympgZ37971GmgJACaTCenp6cjIyBhxYcpUhZ8DgMFgwNmzZ9HT0%2BP1PeLj47Fo0SKGnxMREdE3giRJMJlM%2BOMf/wiz2Sx/LmqwsLAw/PSnP8W8efN8CnFULkKOjY1FWloa1Go17t2757FweTBlc/qHDx/CbDZPuxD0wc%2BgrFM3bdqEnTt3AnjcXIKIiIhouhK1V3NzM375y196hJ8LysYC%2Bfn5CAgIGLXGEfVSeHg4AgMDAQzdaDcccc7bb7%2BN2tpar%2BfFxsbitddeQ3h4uN/HvQ4fPgybzSb/OyMjA7Nnz4ZGo0F2djby8/NRUFAA4OtmEEFBQcjPz8fy5cvx8ssvY86cOX7bOEhEREQ00ZRjYOnp6QgKCoLJZEJHR8eIIegAPD4X59XW1mL%2B/PkIDw%2BfrFf4RuE8MBEREYmG6w6HA7/61a9w7949aDQauFwuGI1GGI1GBAYGjhqCrqwRDhw4gHfffRc3b95EfHw84uPjfZrvDQsLm/IQ9Pv376O3t1euPUe6v/IclUqF/v5%2BNDc349y5c7h48SIqKytx4cIFVFVV4fLlyzh48CCOHDmC48ePo7q6Gk6nU77%2B4BpYzAfHx8fjjTfemJBxSSIiIiIiIiIiIiIiIiKiwcQc5gcffIBr164NOS7mjYuLi/Hss89%2BI/azegtBH%2B/eYuVavNdeew3Lli0DwPBzIiIimp6uXLniEX4u6hjl/g6j0Yjm5mbY7XZ0dHSgra1N/r7b7caiRYsQEhIyVa8AANBoNIiMjITVakVDQ4PH%2BrzBxHvdu3cPRUVF3I9CRERE3zonT55EXV3dkP28okffkiVLsGDBArkmfBKDw88//vhjAEN7Pfs6bsYQdCIiIiIietoxAJ2IiIiIiIiIiIhoiojFJSqVChcvXpQ/G0wsqqmqqkJBQQGioqKGvd5Uhp%2BLpqvnzp1DR0fHkEUz4h1mzpyJ4uLiJ7rXWLHpPREREU2k%2Bvp6nDp1Cm63Ww4%2BcrvdCAwMxM6dO7Fo0aIxLShWnhsaGoqZM2dCq9Wiurr6qQ9BF8cHh5//1V/9FQDWYERERPR0kCQJvb29%2BLd/%2Bzd0dHQMCT8HHo/xdXZ2oqioCDExMaPWY09Sq507dw6ffvrpsNcRNeKsWbNQVlbmUxi7r1wuF7q6unDw4EG5lnO73QgODsaSJUtgt9uhVquh1%2BuRkJCABQsWoKysDCtWrMDixYuRnZ0NnU4nf4%2B1IBERET0tlGNgKSkpCA0NRX9/Px49ejRqCLogznM6nQgLC0NWVpZPoZr0GOeBiYiICPi6NnM4HPjHf/xH1NfXy3ORysalo4WgK2uE/fv3Y/fu3QAAh8OB6upqGAwGJCQkjCkEvbu7G%2B3t7ZMagh4REYG8vDwYjUZ0d3fDbrdDkiSfxgNF/Sp%2BH4vFgvb2drS2tqKurg51dXXo6OhAT0%2BPfP7g9YnK53G73UhNTcUvf/lLhIeHw%2Bl0st4lIiIiIiIiIiIiIiIiognndrvR09ODTz75BN3d3UPW87ndbsTGxuJnP/sZgoKC5LWAT7vBIejJycm4du0a7Ha7fNzX64h54B/%2B8IdyXxqGLxEREdF0VFlZif/3//4frFbrkD0FgGcfFpPJhIGBAVgsFnkdHADYbDYsWrQIMTExk/34Q4SEhCA4OBgNDQ0wGo1e96Yo3ysuLg4zZ878xtS1RERERKNpbm7Gn//85yF9XoDH%2ByK2bduGxMTEJ66PfA0/V6vV8r81Go38d2/3Zwg6ERERERE9zdi1h4iIiIiIiIiIiGiKiEUlqampCAkJgdPpHHahiVj0YrPZcOzYMZhMpiHnTGX4uVJISMiwn4uFQIMXiE80Nr0nIiKiifbgwQNYLJYhC44LCgowd%2B7cJ64rgoOD8cILL%2BCll14CgBEbwyvrmPPnz%2BOzzz7D/fv35ecaLXTJX5S1aFlZGTZu3Ij09HQAkIPiAYafExER0dPLarXKdd9wAT8A5PG8ffv2ob%2B/f0I3mNXW1sLpdMpjXUri%2BdatW4fQ0FC/3le8oxhzE/fq7u4G8PXGPG/fE88p/uQGPCIiInraKGua4uJiPPvssygqKgLg%2B1iXy%2BWCw%2BHA2bNn5RrKW31JnjgPTERERErd3d1obm4G8HheVPn//vv37%2BPw4cM4d%2B6c3ORT1HKDw8/37NkD4OsaQ6VSoa%2BvD2%2B99RbKy8thtVp9ep7ExERs3boV8%2BfPR2Bg4IgNqMSzqtVq1NXV4Y033vDajHUkogZKSEjAK6%2B8gnXr1iE%2BPn7M42%2B%2B1KPiHOW5yuu73W7k5OTg9ddfZ/g5EREREREREREREREREU0qSZLQ2NiIuro6AJ7zmmJuODExEYGBgd%2B4NWXKufCSkhL89Kc/RVpaGgICAuSQTG/EMbfbjeDgYPz4xz/G6tWrAYBhmkRERDQtuVwudHZ2Dht8Ofg8Ucs8ePAA9fX18jGVSgWn04nLly979EKZSrNmzcL69esBjLwHwuVywW6348svv4Tdbv9G1bVEREREI%2Bnu7oYkSR57fAVR9xkMhie%2Bz1jCz8Xejx07dmDdunUIDAwEgBH3kij3Wbz55ps4c%2BaM/A6T1SuQiIiIiIhoPNS/%2BtWvfjXVD0FERERERERERET0NBlpEclYuVwuBAUFYWBgALdv3/a62ER8ZjKZEBcXh8TERHkxzHQIPxfXOXv2LFpaWryel56ejgULFvjlnqNh03siIiKaDFVVVaiqqpLrQ1G3vfjii8jJyfHLPVQqFWbPng2tVouqqiq43W6o1WqvdaOodR4%2BfAiz2YyYmBhERUXJteZkNBqQJEneCJiWlgadTofOzk50dXUBYPg5ERERPd2Cg4MRGRmJ8%2BfPe62vlAHf%2Bfn5iIyMnJCmTx0dHfjTn/4Eq9U67AY9ANDr9Xj22WcREhLit/uL925sbMTp06fle6tUKuj1eqxZs2bIvcS/JUny%2BDsRERHR00o53hYXF4fIyEgMDAygubnZY5xuJCqVCiaTCc3NzVi6dKk818s6yTvOAxMREZGSy%2BVCSEgIIiMjUV1dDbvd7jF3K%2BoDo9EIo9GIwMBAJCcnQ6VSweFwyA2jBoefO51O%2BftWqxXXr19HdHQ0UlNTfaor9Ho9kpOT0d3djfb2djgcjhFrPDEH3NXVhStXrqCsrAxarRZOp9PnOkbUp8HBwcjMzERycjI6OjrQ0dEh39uXGnWslNfU6/VYuHAhfvzjHyMsLEwOdyciIiIiIiIiIiIiIiIimmhi7d2ZM2dw8%2BZNaDQaj94rYl5z06ZNyM7O/kau01Oua0xMTMSMGTOg0%2BnQ1tYGs9ksn6dWq6FWq%2BW1dS6XC8HBwcjOzsb3vvc9lJSUAODaOyIiIpq%2BJElCZmYmEhISUF5eDrfbPaT%2BG41yLd2qVaumvD4UdVxaWhpsNhvu3LkzYo8YlUqF3t5eZGRkIDExcdL6yRARERFNpVOnTuHGjRvDHlOr1QgODsaWLVug0%2BnGfY/xhJ%2B/%2BOKL2Lp1KwoLC2EymdDY2AiHwzHifZS9BMvLy5GQkIDU1NQx9QoUY6KsBYmIiIiIaLIwAJ2IiIiIiIiIiIhoDIbbnPUkDejF98xmM86ePTtiI3xJkmA2m9Hc3IyZM2ciKioKFosF77777pSGnwOQG60eP37co2GqIO61atUqZGVl%2Be2%2B3rDpPREREfnLaLVeRUUF7ty543FOcXExduzY4fdnmTVr1lMdgq7VavHgwQOsXr0aO3fuBMAajIiIiJ5ewcHBaGxsxKNHj0YMDerv74fT6URxcfGE1GCtra04efKkHMg0nLS0NDz33HN%2Bv78kSfj8889x%2B/Zt%2BTO32w2tVov169ezziMiIqJvBeV4W2xsLKKiomA2m9HU1DSmEPTW1lY4nU7MmTOHzQZGwHlgIiIiGkzUTMHBwWhtbUVLS4vHcW8h6ImJidBoNACGDz8XxHcdDgcyMzORl5fn87ONNQRd3P9JQ9ABQKvVIiEhAYsWLUJ3dzeMRiOsVuuI88xjJUmSx3rFzMxMrFy5Etu3b0dISAjrMCIiIiIiIiIiIiIiIiKaVGK%2B9OOPP8ajR4%2BGhF%2BK46tXr36qAiL7%2BvrgcrnkOe7RKNcgRkZGYsaMGZg3bx66urqgVqthMpngdrvl3yc0NBSxsbF46aWXsGbNGuTk5AB4PN9ORERENF1JkoTU1FSkp6fj3Llzcs3kawi6JEmQJAkdHR0IDw/HjBkzJviJR38e0aMlLi4OtbW16Ojo8Hq%2BqOni4uLkvShERERE33QVFRW4d%2B%2Be19rHZrMhPz8fcXFx4xr/G0/4%2BY4dO7B161a5lissLERvb%2B%2B4QtDj4%2BORlpY24nOL9%2Bro6MCNGzcQGRmJgICAp2a8k4iIiIiInm4MQCciIiIiIiIiIiLykXIhysGDB3HkyBEsWrTIY9HweCUmJqKzsxN1dXVem4uKhqE9PT1oaGjA/PnzsW/fPhw9ehTA1IWfi3ubTCZ89NFHsFgsQ46Ld1q3bh0SEhL8eu/B2PSeiIiI/EVZI9TV1SEiIsLjmCRJuHr16pDF0AUFBSgsLJyQZ3qaQ9DT09Mxe/ZsrFixAgBrMCIiInq6BQUFoaurCzdu3PBaW4l6zGQyITs7G9HR0X67v7jn2bNnUVlZOWKwpsFgwLJly/xae4n3PXXqFBobGz3ePzQ0FOvXr/c4j4iIiOibTDneFhMTg%2BjoaJjNZjx8%2BNCnEHRxzGQyITQ0FKmpqayjhsF5YCIiIhpJaGgodDodLly4INcAos4aLgQ9JCQEKSkp%2BPTTT7F7924Aw9cYYj3e888/j23bto25TpuKEHTB7XYjICAACxYsQFRUFHQ6HRoaGuTfZbQ6dSTK%2BgsAysrKsHXrVixcuBA6nY51GBERERERERERERERERFNmcOHD6Onp2fIfKharYZOp8PmzZsRHh4OYPrveejs7MSZM2dw9%2B5dpKWlQavV%2BvQ95XsFBAQgMjISixYtQklJCXJyclBYWIiioiIUFxdj06ZN2Lx5M7KyshAWFgYADEsiIiKip4bb7UZSUhKys7Nx%2BvRpuFwur31YRhIcHIzCwkJoNJoprYXEfYODg9HW1obbt297XesnPnc6nSgpKYFarWYNR0RERN9458%2BfR11d3Yj7IXJzc5GRkTFp4ecvvPACAM9%2BewUFBejq6kJNTQ0kSRo10FwZgh4dHY2MjIxRn/Gtt97CZ599Bo1Gg9TUVIagExERERHRpGAAOhEREREREREREZEPlIs8Tpw4gffeew91dXUwGo0oLi5%2BohB08T2Xy4U7d%2B7AbDaPeL5KpZI3qVVVVcmfTVX4uXj%2Bjo4OnDhxAg6Hw2MhkAhuDwsLw8aNG6HX6/16f6XRmt6L34hN74mIiGg0yhrhww8/xH/9139Bp9MhLS0NGo1GrvtaW1tx5coVqFQque7Zvn074uLiJuzZnuYQ9MjISACswYiIiOjpJuqonJwc3Lp1C%2B3t7V7PAwCz2Yzk5GRkZ2f77RlEHVdZWYnbt28PWw%2BKc1JSUlBWVua3ewv379/HO%2B%2B8I99bbLpLSkrC6tWruSmOiIiIvlWU423R0dGIjo6GxWLxKQRd1E29vb2wWCyIjY1FTEzMZD7%2BtMd5YCIiIhqJqMMSExMhSRJu3rw5pAYbHILe09ODa9eu4dChQwBGrjG2bNmCHTt2jLu2mKoQdOU8bWpqKoqKipCWlgaTyQSr1QqLxeLxvqKm9XYtZdMt8XsWFBRg48aNePnllxEdHS3PXbMOIyIiIiIiIiIiIiIiIqKpYDKZ8NFHH8FqtQ455na74XA4UFpaipiYmGm/58FoNOKLL77A%2B%2B%2B/j5aWFuTm5iI6OnpcvW3EXuTAwEAkJSUhPT0dmZmZyMjIQGRkJLRarcd1p/tvQ0RERCSIdW/x8fGYNWsWzp49K6%2B18yUEXdQ9jY2NSEpKQlpa2pTXQmINXkZGBi5evIje3l6v5wGAzWbDmjVrEBQUNJmPSURERDQlzp8/j4aGhmFrPVED9vf3Y968eQgMDPT5usr9qHv37h1z%2BLmg3Mcxb948NDU1obGxcdQ9FspeghUVFdBoNIiPj5drPLvdDrVaLdeq77//Po4cOQKbzYaOjg4AQHJyMgICAnx%2BZyIiIiIiovFgADoRERERERERERHRKJQLUT7//HO8/fbbsNlsUKlUePDgAfr7%2B1FYWDjuEHRxvsFgwJ07d9DS0jLq4mlJkmCz2eSFylMVfq58/oMHD%2BL69evDnuN2u5Gbm4sNGzb4/f7CaE3vxe/JpvdEREQ0GmWNsH//fuzduxcAcOPGDahUKiQmJsqLgltbW1FeXg632y3XZuvWrUNUVNSEPuPTGII%2B0r%2BJiIiIniaijnK73TCZTKiurvY6nic%2Br6%2Bvx7x586DX6/36LOXl5aipqRmxvlKpVFiyZAkCAgL8UoeJMdCKigp5PFD57unp6SgtLX3i%2BxARERE9bQaHoEdFRfkcgi6OPXr0CFarFcnJyX6vHZ9WnAcmIiKi0SjX7SUlJaG1tRXNzc1Dai9lTdbR0YGHDx8CmNjwc2EqQ9BFjapSqZCcnIz8/HwsWrQIZrMZOp0ORqNRHu8EPGssjUbjsTYRAOLj45GZmYnvf//7WLNmDebMmQPg8bgh54KJiIiIiIiIiIiIiIiIaKqYzWYcOnQIDodjyDExb7pkyRLExcVNwdP5zmg04tSpUzhw4AAcDgcGBgbQ09OD0tLSce0N9uVczvUSERHR00rUR3FxccjJycGFCxfgcDh8DkEX/VoaGhowa9YsREZGTsJTeyfWROp0OnR3d%2BP27dtee8qo1WrY7XYsWbJkyp%2BbiIiIaDJcu3YNtbW1w45liXrJ4XCgsLAQ0dHRPvWIVu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m5Ki0t7fEao/aqqKhQU1OTsrKy%2BtWTxjxH%2BtJLL2nXrl2SOvfFtlqtCgsL04YNGzRp0iR6ywAAAAC4rRCADgAAAAAAAOCOU1BQoK1bt6qtre2Gw13Gpo/4%2BHg98sgjGj9%2B/JA/37xxxOFwaPbs2YqMjNTZs2dHLQS967j6cvAOAADgVmOxWGSxWBQeHq7i4mLV1NT06WCY8fnDDz885OHn5rHdKSHo0sdN%2BgEAAG5VNws/78qob9rb21VdXa3jx4%2BrvLxcDQ0NSk9PH/bQpIiICNlsNp04caLXZ9TV1SkyMlIzZsxgng4AAKCL7Oxs/eEPf%2Bh2zTUQCCgsLEyf%2BcxnlJWVNWzzW263W6%2B99prOnz/f7eddw8/Xrl0rafAhk0MRgp6fn6/GxkbNmTNHISEhAx5LT/x%2Bv5xOpxYuXKiDBw%2Bqo6NDdrs9OA7CzwEAQH8Z66Xm%2BbSb7YEb6jXW2zUE3W63B%2BtSws8BAAAAAABwKygoKNCuXbuUlJSk6Ojo0R4OAAAAhph5LfLkyZN6/fXXdejQIbW3t8tms90Q6t1X5rXYpqYm5efn69q1a1qyZElwv95AQ9BnzZolt9ut69evy%2B12Bz%2B/GavVqrq6OuXl5amgoEBjxoxRYmJi8HPjXXta07ZarfJ6vbpw4YK2bdumgwcPBu9r/jsZ309NTdUjjzyilJSUPr8nAADASDl16pR27typmpqaGz4zh5//3d/9nebPn3/b7V8bTAi61%2BuVw%2BHQlClT9Oyzz2rDhg1aunSp7rnnHt17771at26dHnzwQT300EPKysrSuHHjFB4ePur9ZgAAAO5ERn1ltVp17tw5%2BXy%2BHus5o9YrKipSc3NzsCdgXxjXvfrqq9q%2BfXvwfsa8n/FzWlqannzySYWEhFD3AQAAALitEIAOAAAAAAAA4I5hNAk9f/68jhw5Ir/ff8OGEuP3LVu2aMWKFSM2pvT0dMXGxurs2bM33Vg8nCHoAAAAd4K4uDiFhITo%2BPHjNz0QZrZs2TKlp6cP27jupBB0ak4AAHCrs1gsKi8v1w9/%2BEM1Njb2Gn5uMGpHI6SotLRU2dnZys3NVWhoqMLDwxUZGdnp%2BqGoi4z7jB8/XteuXVN5eXm31xmH4FpbWzV79myavAIAAPx/xsH%2BPXv26MqVK5LUaV7QqKPmzZun%2B%2B%2B/X1FRUcMyv9XR0aEXX3xRO3fu7PRcw3CFnxu6hqAnJCTI7XbfNATd/LeYNWuWFi9ePOix9DQ%2BIwR93rx5wRB0o3kt4ecAAKCvjDVSo46pqalRcXGxcnNzdeTIEV28eFE5OTk6d%2B6cWlpa1NraKrvdrrCwsOB3hnKd9XYLQa%2Brq1N7e7skws8BAAAAAABwaygqKtLOnTt1%2BPBhOZ1OTZs2jbOyAAAAdxDzWuTevXv18ssvq7i4OBhOPtDwc4N5rdXv96u0tFRXrlzRihUrhiQE3ev1qrKyUm1tbZJu3BvY0z3cbrcqKip04MABNTY2qrW1VRMnTuy03t2V3%2B9XY2OjXnnlFe3du1e5ubnBZ5r/TsYYHA6HPv/5z2vu3Ll9fj8AAIDhZtRSbW1t2rZtW7CmMddARn0THR2tL3/5y5o3b95oDXfQBhKCbvwtGhoaVF5erra2NmVmZiopKUmJiYnBMyGRkZHBa811JHOnAAAAQ8uoryIiInTs2DE1Nzf3WM%2BZz4bk5%2BertrZWc%2BbMkc1m6zS3aMxbmn93uVzaunWrduzYIan78HOjRk5OTmbdHAAAAMBthwB0AAAAAAAAAHcMY0P07373O9XV1XW7mcRqtSomJkaPPfaY4uPjh32zh3kzytSpU5WQkBAMQe/L5mVC0AEAADrzer2yWq2aOHGi8vLyVFVVddPvGHVXdna2YmNjNXXq1GEb350Ugg4AAHArc7lc%2BuEPf6iamhpZrdZgw6qbNZmSOje/slqtqqqq0oULF3T69GnFxcUpIiJC4eHhnWq7wTA/q7a2VufOneu2uZYx9paWFs2cOVMTJkwY1lAkAACA24XFYlFVVZWef/55tbe3d6qPjJpNkj796U9rxowZwzKGjo4OvfDCC9q1a5ekG5uNDnf4uaFrCLrT6ZTL5eoxBN08zs2bN%2Btzn/ucJA1bndlTCPqqVav0la98RRLBmwAAoHvmNVGLxaK6ujrt27dP27dv17Zt2/Tee%2B/pww8/1OXLl3Xx4kVdvHhRly5d0okTJ7Rv3z6dPHlSFy9eVEtLi2JjYxUZGdntvQfqdglBT01NVV1dna5du6aNGzfq6aeflkQNBgAAAAAAgNFTVFSk9957T4cPH5bL5VJ7e7tWr17NvjgAAIA7hHkt8p133tHzzz%2Bvtra24NrozXqqDKQutFqtqqioUE5OjlatWjXoEPQZM2bI7/ervr5eTU1N3e7F64nx7Pz8fJ04cUI5OTm6dOmSbDabmpqa5PP55PV6VVRUpAsXLuidd97Rq6%2B%2BqpycHDU2Ngbfp%2Bt%2BROP35557TsuXL5c0fPv%2BAAAA%2BsuoSXbs2KGdO3dKUqf6yahvIiIi9PnPf16LFy8etf1r5v2Dg9lLOJgQ9Pb2dlVUVKilpUUzZszoVL8SeA4AADByAoGAIiIilJiYqBMnTvTap8Y8R1hUVKSioiLZbDY5nU45HA5Jnec4PR6Pjh07pjfeeEP79%2B%2BX1Hnez6gnHQ6H7r//fi1ZskQOh4M6EAAAAMBthwB0AAAAAAAAAHeUxsZG7d69O3ggrqtAIKDk5GR96lOfkjQym37NB98mT56s2NjYmzZCNY%2BNEHQAAICP%2BP1%2B2Ww2SdKbb76p3bt39%2Bl75rrrzJkzhKADAADcAWw2m9LT0%2BXz%2BeT3%2B9XY2NipOUJfGk2ZeTweNTY26ujRoyopKVFzc7PS09MlaUjqMaMOTE9P17lz51RbW9vtdUaYe2lpqZYsWaLw8PABPxMAAOBOYNRhe/bs0alTpzo19jRbuHChnnzySUlD3%2BTzVgk/N/Q1BN08zk2bNumzn/3ssI7LPD4jBH3WrFkKBAL6m7/5mxF5NgAAuH0Z9Vtubq727dun//qv/9Lx48dVVlam9vb2YH1jXGv%2BLxAIqK2tTaWlpcrOztbBgwfV1tYmr9ercePGBe892DpxtELQ%2B3N9dHS0kpOTlZmZqU2bNkmiBgMAAAAAAMDoMcLPDx06pI6ODtlsNlVVVcnpdGry5MmjPTwAAAAMknktcvv27XrxxRcl9Xymw2Kx9PqZ8V9fWK1WVVdXD1kIekZGhiIiItTW1qaqqqo%2Bh6Ab67nGuGtqalRUVKRDhw5p37592rVrl95//33t3r1bJ0%2BeVElJiVwuV6e1Y/MzzPv%2Bnn32Wa1Zs6bTcwAAAG4V58%2Bf1x/%2B8Ad5vd4bzlgYwY4bNmzQPffco7CwsBEZU3c1k/n3rp/1t8YaTAi62%2B1WRUWFmpubNWPGDIWEhNBHBgAAYIQZtVdUVJSamppUUlLSa01mniOsqKjQ5cuXg%2BdJGhoa1NjYqNLSUp0/f15bt27V4cOHVVBQIOnGc8iGjIwMbdq0SWPGjBm%2BFwUAAACAYUQAOgAAAAAAAIA7yokTJ7R///5uPzM2laSnp%2Bvuu%2B8ObpweCeaDb1OmTFFUVJSys7NveuiNEHQAAICPmBshvPHGG3rllVckqcem8l0Rgg4AAHDncTqdmjt3rhYvXiyLxaLW1lY1NzffEIbUV0a9WFlZqbNnz%2Brq1atqbW1VcnKyQkNDg9cNpHGUUc8Z48rJyQmGZJqZG1hNmTJF48ePpw4EAACfaEYdtH37dl2/fv2GuUDj8wULFmjevHn9aoDaF7da%2BLmhawh6QkKC3G53MATdbrcHxzWS4efm8fn9fiUlJWnx4sUj%2BmwAAHD7MOa9AoGAGhsbtWPHDr3wwgvKycmRy%2BW6YS24p7BxM6vVKrfbrby8PB07dkxNTU2KiYlRdHS0bDbboOfaRiME3biuvLxcVqtVDoej1%2BtjY2M1ceJESdRgAAAAAAAAGFnmea%2Bu4efmtda4uDgtWrRoNIcKAACAQeoafr5161ZJN%2B6xM%2BpDY53U4XAoNDRUU6ZM0cSJE5WSkiKfzyebzSa32x38Xl/Cx4c6BH3ixIlKSkqSz%2BdTSUlJr2vCNxuXsRYeCAQ6/T2M9%2BppL6Tx71/60pdGbD8iAABAfxi10%2B7du3Xp0qUbahuj3pk1a5Y2btw4osGORk3l9/t1%2BfJlFRUV6ciRI7pw4YKuXLmiiooKdXR0yOfzKTIystP1/dnPZw5BP378eJ9D0Nvb23X9%2BnU1NTVp5syZstvtnB8GAAAYBaGhoXI4HCouLlZjY2Ov15rXwNvb21VbW6szZ87o0KFDOnbsmD744ANlZ2erurpaHo9H0o1zpEatGBUVpaefflozZswYvpcDAAAAgGFGADoAAAAAAACAO0pubq7Onj3b62bgOXPmaMGCBSN%2BwMt88C09PV1Wq1U5OTmEoAMAANxEb%2BHn3YVG9oQQdAAAgDuHUWvZ7XZFRERo3rx5ysjI0JQpU1RQUKBAICCv19uvMCFjfs74TkVFhS5cuKATJ04oNjZWVqtV0dHRnRpL9ac2M66NiIjQ8ePH1dra2uO8YHt7uzwej5YvX079BwAAPtH8fr%2Bqq6v1pz/9SR6P54bayAiAfOqpp5SYmNjvGq03t2r4uaFrCLrT6ZTL5VJpaWlwnKMRfm4eX2%2B/AwCATzajNvF6vTp8%2BLDefPNN7dmzRx0dHcH9dObaq6/Me/F8Pp%2BuXr2qwsJC1dfXa9q0aQoJCRl0zTgaIehFRUX65S9/qZqaGqWnp980BN1ADQYAAAAAAICRZMxHFRcXdxt%2BbnxeWFio9PR0jRs3bjSHCwAAgAEy70V755139OKLL0r6aE9dd8E%2BkmS32zVjxgx95jOf0aOPPqpNmzZpxYoVWr58udasWaOlS5dK%2BugsRVNTU5/Dx4cqBN1Yv01KSlJ6eroiIyOD/WCMa/qqawhoTz%2Bb38F4fkxMjJ599lmtWrVKEuHnAADg1mOxWFRVVaX//u//Vnt7e6c6ybzv74knntCcOXOGbRxde6%2BUl5ersLBQL730kt5%2B%2B239%2Bc9/1pEjR5Sbm6uLFy/qwoULOnnypD744AMdOnRI1dXVampq0qRJk/pdbw0mBN3j8aiiooIQdAAAgFFizMONHTs22BPa6/X2uR6zWCzBetA4X2zuQWP%2BX%2BnjOVOLxaLnnnsuOA86lGehAQAAAGAkEYAOAAAAAAAA4I5gbN44/P/Yu8/gOM77DODP7lUc7g69906CAMHeO0SqUKKq1Sw5HltOnInlTDKTzNgzbnLGydjJ2GMrcew4scZWoaxGybQkqkskxQ6ABZXoAIV%2BqIcruJIPmne1B9yhEQAB8Pl9IXC3t/se%2BOU/b/k/J0%2Bivr5e2RASTE5ODtatW3dDNnyoQytzc3MxPDysBDJNNhaGoBMREdHNTNQ6r776Kg4fPgxgYvj5%2BINgoQ6GMQSdiIiIaPkQNZGoj6KiopCdnY3169cjOTkZIyMj6O3tVa6frHmA2vg6bWhoCBUVFbhy5Qr8fj8SEhKg0%2BlmVZv5/X6YzWaEh4fj3LlzQccjDrz19PQgNTUVKSkp074/ERER0XIjSRKam5vxzjvvBH3f7/dDq9Xitttug9VqvWnCz4VgIeijo6Nob2/HwYMH8fjjj9%2BQcRERERFNxuv1QqPRYGx5dyp9AAAgAElEQVRsDM899xzeffdd1NfXA/hiDm8683ihiM%2BKe/X396O2thYXL15EYWEhLBbLddeNCxmCPjw8jI8%2B%2BggXLlxAXV0dxsbGZhSCTkREREREREREtJDa29tx5MgRnD59OiD8XJBlGZIkwWKxYPXq1WzsTkRERLTEiDVQAPjggw/w%2B9//XnltfN0nfi8sLMSBAwfw9a9/HampqTCbzcpZDI/HA71eD4vFgrVr1yIrKwtWqxW1tbUB662TmasQdCEsLAyFhYVITk5GW1sbXC6Xcr/rWcsONXafzwe9Xo%2BCggI89thjASFI3PdHREREi4nP54Pf78cbb7yBy5cvK2GOgqiVbrnlFtxzzz3Ka/Mx/yfuWVdXh1OnTuG3v/0tTpw4gZaWFgwMDAD4vNYS9ZQkSUrYuMvlQkNDA8rKynDlyhUkJycjLCwMOp1uRs%2B/3hD0wcFBrFq1iiHoRERERAtI3ScmOzsbOp0Oly5dmtE9xtd7oeo/9RzpN7/5TezevVu5nrUfEREREREtVQxAJyIiIiIiIiIiomVBbN44deoUmpubQwYHAYDVasWOHTtmfGBtrohxaDQaxMXFoaurC11dXdP%2BHEPQiYiI6GZ05coV/Nd//RcAQKfTwePxKO%2BpD8VFR0fD4XBM2tiAIehEREREy4u6LvL7/bBarcjOzsa%2BffsQHh4Ok8mE9vb2CcFH0yHqyrGxMQwODqK8vBytra3o6upCfn4%2BNBrNrMaq1%2Btx9epV9Pf3hxyPz%2BdDbGwsVq9ePaNnEBERES0XYg7s0qVLKCsrU5o6qUmShOjoaNx2220wGo1z8tyFDj%2B/3rm%2B8SHokZGRKCoqwqFDh65rXERERETzwefzQaPRwO124z/%2B4z/w6aefwm63A5hYd10v9VqsJEmw2WwoKyuD2WyG1WpFWFjYdd1/rkLQp6oHy8vL8eqrr8LhcAAArl69yhB0IiIiIiIiIiJatD777DMcOXIEo6OjIef8/H4/%2Bvr6sGPHDphMphswSiIiIiKaLbG2ee7cOTz33HMYHR1V9rAJ6jpw7969uP/%2B%2B7Fp06aA9VFxH7G3TbweExOD4uJiJCUl4eLFiwFniSczFyHoglhrTk9PR35%2BPiwWCzo6OpQ1W/G82Yahq7%2B7z%2BeD1WpFaWkp7rrrLqxcuTJgDERERESLiajjjhw5gu7u7gn1kKiRbr31VmRmZs55TSNqRrfbjcHBQTz77LM4evQoPv30UzidzglzkX6/P2CM4n0xTkmS0NPTg%2BrqauU870zmKxmCTkRERLQ0qXv45efnw2AwKDWheP967w98EYyuPofMeT8iIiIiIlrqGIBOREREREREREREy0pZWRmampom3QBsNBqxf//%2BRdHk3Wq1wu12o76%2BHi6Xa8rrGYJOREREN4NgdY0IOa%2Bvr1cCe0SjeLFp%2BO6778bOnTvR398Pm822LEPQ7XY71qxZw/qPiIiIKARRH4laKS8vD5s2bUJ6ejo8Hg%2BGhoYC5uGm03RqfHB6Z2cnqqqqUF5eDuDz%2BUaLxRJw/VR1msViwcDAAKqqqoJeL57V2NiI4uJixMTETP%2BPQERERLSMSJKETz75BPX19QAQtHYzGo0oLS2dkwD0hQ4/B76oYbu7uxEeHj6rBgbq%2Bce4uDhkZGRc97iIiIiI5ppYvx0aGsKPfvQj1NTUKO%2BNb4ivpl4bFtfNtJm8%2BIzdbkdNTQ0cDgeio6MRERGhvD%2BbtdfZhqD39fVBlmWkp6cra%2BHBnl9fX4/f/va3sNlskGVZucfVq1fhdruxYsUKaLXaGY%2BbiIiIiIiIiIhovng8HpSXl2NwcDDkvJ8syxgdHYXP50NRURHXNImIiIiWmIaGBrz22mtobW2d8J56z93Bgwdx//33IykpKWCtN5jx66Xp6enIyspCY2MjRkZGgl4T7NlzEYKu3o8XFRWFvLw8bNiwAT09PfD5fLDb7RPOmUz3vurrdTodUlNT8e1vfxubN29GfHw8AIYgERER0eLW2NiIl156KWjN4vf7ERsbi69//evQarVzUtOonyNJErq6uvDnP/8Zr7zyCsrLy2G32wFMPPsx1T0FSZIwMjKC1tZWDA8PIzU1FWazedrjYwg6ERER0dKk7uFXUFAAk8mE1tZWOJ3OWZ1ZEdSfM5vN%2BMY3voE9e/YA4HlfIiIiIiJaHhiATkRERERERERERMtKc3MzqqqqQm4WkWUZLpcLhYWFiImJuaEHv8SzMzIy0NjYiPb29mltcmEIOhERES1nYoOu1%2BtFT08PjEYjZFmGyWRCRkaG0szd7/dDp9MpYUN33303Hn30UaSlpcFgMDAEnYiIiOgmp66RJElCamoqSkpKsHHjRthstlk1nVLXbLIso7%2B/H1VVVTh16hRMJpMShK6u%2B4IRNVx2djZqa2vR29sb9FliTGazGUVFRWxiRURERDcdUfucP38ejY2NIa/T6XTYt28fTCbTdT1vIcPPRW1nt9tx7do1PP3002hra8OGDRtmXfMF%2BxzrRyIiIlosRP3T2dmJf/u3f0NLS4sS/D2emBcbX8uI9VFxv8muDTUGsX%2Bwvb0dvb29iImJQWxs7JRzepOZTQh6f38/urq6MDo6iry8PGg0moBr3W436urq8PTTT6Onp0epTf1%2Bv9LktL6%2BHkVFRUhISJjxmImIiIiIiIiIiOaL2WyGXq/H%2BfPnQ865qQMft2/fDq1Wy/1xREREREvEyMgI3n33XZw%2BfXrC%2BVb1nru77roLjzzySMC%2BvunWe6I2TExMRHp6OlpaWjA0NDStmnEuQ9DV94yIiMCmTZuQk5MDo9EIm80Gt9utfF9xvVj7lSQp4Gf1ff1%2BPzZs2IADBw7gK1/5ChITE6HT6YI%2Bm4iIiGixaWhowIkTJ0K%2Bb7Vacdtttyn75a6H%2BqxGV1cXysvL8fOf/xyVlZUYGBiAJEnKnrzZhFMKkiTB5XKhs7MTdrsdGRkZMzqfwhB0IiIioqVJ3cMvLy8P0dHRsNvt6Ovrg8/nC3k2JBQxP2owGJCXl4fHH38cW7ZsAcDwcyIiIiIiWj4YgE5ERERERERERETLSmNjIy5duhRyk4jf78fY2BjS0tKQn59/Qzf5is0uGo0GhYWFOH/%2BPIaHh6c1JoagExER0XLk9Xqh0Wjgdrvx%2B9//HseOHUNYWBgSEhKg1WoRFhaGtLQ0AMDVq1eVxgD33HMPHn74YQBfhFuKBgIMQSciIiIiUWfp9XpERkZi06ZNKCgogE6nQ1dXFzwej3JYbCZhSZIkwev1wuFw4MKFC2hsbERvby/y8vKUxgnBajXxuyRJSoh6sHpVNF0YHBzE7t27YTAY2OSViIiIbiqiljp%2B/Dja2tqC1kyi5lq/fj3i4uJm/ayFCD9X13KSJKG%2Bvh5vvPEGXn/9dTQ1NaGjowPFxcWIjo6e9fcgIiIiWoxEzdTd3Y2f/exnk9Z26kakWVlZyMvLw4EDB7Bv3z7s3bsX69evR15eHqKiojA0NISxsbGAhvJTzZ2Jmszj8aC7uxuNjY2Ij49HQkLCgoWgi/sPDQ2hoaEBtbW1yMjIgM/nQ1hYGBoaGnD8%2BHG88MIL6O3tDahN1SHwu3fvxp133jnjsRIREREREREREc0XMf8VHR2NtrY2dHZ2Bp1vE6/19PTAarUqe%2B6IiIiIaPES%2B/kqKyvx/PPPw%2B12B6z7qtc19%2B/fjy996UswGo2zepZ67TYuLg6pqaloaWnB4ODgtAKH5ioEXT0en88HrVaLuLg4rF27FsXFxSguLobH44HBYMDIyAh8Pl/A%2BNQ/x8bGwmq14uDBg7j11lvx4IMPIicnBzqdjmeEiYiIaEkQ9dnp06dRWVkZsodLYmIi9u/ff13hjuJZokb65JNPcPToUfzlL3%2BBw%2BEIePb1BJ%2BrSZKEsbEx9Pb2QpIkZGZmQq/Xz%2BjzIgQ9Ly8PZ8%2BeZQg6ERER0RKg7uGXlpaGtLQ0REdH4%2BrVq/B4PMo1oc6rjK9NIyMjcccdd%2BDgwYNYuXKl8jrDz4mIiIiIaLlgADoREREREREREREtK6Ojozh9%2BjSA4BuTxeaQvr4%2BFBcXw2KxLPQQA4jNLjqdDna7HXV1dQCmt6maIehERES0nKjDz3/605/i9OnT6O/vR3V1NRITExEfH6%2BEoKenp8Pr9aK%2Bvh533XUXHnnkEciyrNRBsiwzBJ2IiIiIFOo6STSdiomJwdq1a5GXl4fk5GQ0NTVhbGwsoDHCdOsr9ZxjdXU1qqqqMDg4iISEBJhMpoBnq%2B8pyzKSk5Nx%2BvRp2O32kKFPw8PDAICioiLWfERERHRTEbXZuXPn0Nraqsyrjb/G6/UiOzsbubm5s3rOQoSfq69tbW3FyZMn8fTTT6OhoUGpBSVJQmFhIdLS0mb1PYiIiIgWI7EOPDw8jH/9138NCD9X13aiBtPr9UhLS8N9992HRx55BPv27UNubi5SU1ORkJCAtLQ05OfnY%2BPGjdi%2BfTuSkpIgSRI%2B%2B%2ByzgHtNtf9OrLEODAygtrYWiYmJyr3mOwRdPF/8fTo7O3H27FkcP34c58%2Bfx5EjR1BVVaXUieraVMjPz8dDDz2EyMhIrhUTEREREREREdGiIeapDAYDuru7lSCkYNTzeCUlJdDr9ZznIiIiIpqBtrY2eDyegDML80mSJNhsNvzsZz/D8PBwwFqmem/f1q1b8cADDyAqKuq6nyfWbmNjY5Geno729nbYbLZpfX4%2BQtCBL86FREZGIiUlBZs2bcK%2BffuwZs0abN68GSUlJcjLy0NhYSE2bdqE7du3Y9euXXjwwQdxyy23oKSkBCkpKQAmBnsSERERLXaSJOHkyZNobGwM%2Bb5er8fOnTuh0%2BmU12ZCnL3weDxob2/Hyy%2B/jMOHD6Ojo0N5L9ieurkgSRJcLhd6e3uRkpKClJSUGe3PEzVsQkIC8vPzcebMGYagExERES0B6rnIqKgorFy5EuvWrYPdbofP51N6vgjBzoqkpqaioKAAf//3f4%2B1a9ciJiYGAGZ9PoWIiIiIiGixYgA6ERERERERERERLStGoxEnTpzA6Oho0PfFJpGxsTFkZ2cjPT39hm/ylSQJsiwjPDwcx48fn3LD8vjPAgxBJyIioqXN5/Mp4edPPfUUqqurlcAfl8uF6upqxMfHIyEhISAEvaioCPv37w9oOCA2EosQdIPBgP7%2BfoagExERERGAiU2n4uLisGLFCmzevBlWqxUulyugIdZkIUWCeH98EPqJEydgNBqVQ27jazWfz4ewsDCYTCZcunQJHo8n5L11Oh02btwInU7HA25ERER00xA1T3NzM6qrq4NeI2qwtLQ0rF69esZzZAsRfq7%2BLs8%2B%2Byzef/99vPfee0ozVVHfeTweuFwubN26lU1NiYiIaFlQrwP/%2BMc/RnNzc9DmoxqNBj6fD2azGYcOHcKhQ4ewYcMGGI1G5T5ifVXUTj6fDyaTCVlZWdi%2BfTsiIiIAAJ2dnVOGj49nt9tRWVmJxMREpKSkLFgIOvDF3kGn0wm73Y7e3l54PB7l%2BcE%2BGx0djVtvvRUlJSXKujoREREREREREdFiIea2VqxYgYsXL6Kvry/kdQDQ29uLNWvWID4%2BfiGHSURERLSkvfnmm3jrrbdQVVWFlJQUZb10Po2NjeH1119HRUWFssY7XmZmJg4ePIjc3Nw5eabYVyfLMmJiYlBVVYWWlpZpf36uQ9DFmMbTaDSIjo5GYmIiMjIysGLFCqxcuRK5ubnIyMhASkoKjEYjDAbDlPciIiIiWqxE7VJbW4uampqQvVtGRkZQUFCg7MWbzXNGR0fx2muv4c0338S5c%2BeU10PtqRtPjG38/rrp9PWTJAl2ux2dnZ3Ys2ePsgdwpiHo8fHxDEEnIiIiWkLUNZfP50NUVBTWrFmDnTt3wmq1Ijk5GS6XCzqdDgaDAeHh4bBYLNiwYQO2b9%2BOhx9%2BGLt370ZERETA%2BWDWckREREREtNwwAJ2IiIiIiIiIiIiWDdFkvrq6Gp2dnSE3/MqyjLGxMbS2tmLnzp0wGAyLIjQoMjISdrsdtbW1026%2BCjAEnYiIiJY2UcONjY3h5z//OSorK5Wm9%2BJAmdPpDBqCnpSUFLTWYQg66z8iIiKiqYw/fGaxWFBQUIBdu3ZBp9NBp9MpYUnA9BobqGs4SZLgcDhw6dIlXL58GW63G6mpqdBqtUrdJppmybKMK1euYGhoaMJzxP26u7sRGxuLnJwc1ntERER00xD1VXNzMy5dujRpTdbR0YFt27YhPDx82vdfqPBzwWaz4X/%2B539w7dq1Cc8T38tqtaK0tJQ1HxERES156nXgX/7yl8o68Ph6TqvVwuv1IjIyEk8%2B%2BSS2bt2K2NhYAF/Ug%2Bo5t/FNoMT6aE5ODnJzc5GcnIzy8vIZ7b8DAKfTiYsXLyIlJQXJyckLGoI%2Bk7FqNBps3boVhw4dgl6vXxT7HomIiIiIiIiIiNTU%2B%2BPGxsZQXV0Nv98f8qyvz%2BdDf38/1q1bB71efwNGTERERLS0PPPMM3jnnXfQ1taG7u5uDA0NITk5ed5C0MWapMPhwKuvvor%2B/v4JtZ1YC967d%2B%2Bc7n/z%2BXzQaDQAgMOHD%2BPYsWMzvsd8hKCrcb2WiIiIbjY1NTWoqqoKOd/n9/uVEHSz2Tyje9tsNly9ehW/%2BMUvcObMGdhstoD7hiJqMrFXT1zr9/thNBrh9/uVHjbq60LdS5Zl2Gw2uFwulJSUzLjmYwg6ERER0dImai%2BtVguj0YiCggKsXbsWu3fvxv79%2B7F3717cdtttOHDgALZu3YqCggKEh4crdeZczT0SEREREREtRgxAJyIiIiIiIiIiomVDkiRotVq43W5cuHAh5EZfsSFkeHgYTqdT2eS7GAwPD%2BPMmTMz/hxD0ImIiGipEvXK888/j%2BPHjysHuYTxIegJCQlISEhQmhZMdt%2BbKQR9dHRUCUFnk3siIiJaymYylzVX817qe2i1WhQWFmL9%2BvXIyMjA4OAg3G43nE6nUkNONwxdlmV4vV6MjIzg8uXLaGlpwdDQEDIzMwPmIyMiIuD3%2B1FRURG0lhPPc7lcWL16NcLCwq77OxMREREtBaIu8ng8OH78%2BISAckGWZXg8HqSlpSEzM3NadeJCh5%2BLZ9TV1aGzsxMajSbgeer13vXr18NisXCOj4iIiJY0SZLg9Xrx0ksv4cSJE/B6vRPm1ETNFRUVhe9973vIy8sLmDebTj2kXh81m83Izc1FUVERmpqaMDo6Ou05REmS4Ha7UV1djZSUFCQlJS1oCPpUxBxhcXExvvGNb8BkMl1XbUpERERERERERDSfxJya2WzGiRMn4HA4gu67UwcRrVu3DhERETwPS0RERDSJX/7yl/jggw/gcrkAfL6fraenBwMDA0hJSZmXEHRRm7322mv49NNPA14TP/v9fmRnZ%2BNb3/qWsjZ6vTWdej308OHDeO211wBMHlYZynyHoBMRERHdDESNZ7PZcPbsWSWYe/w1AGC322E0GpGcnAyj0Rj0fuPnAcvLy3HkyBEcPXoUPT09ynzi%2BB4046nnHf1%2BP0wmE9atW4cDBw7g3nvvxUMPPYQ9e/Zg/fr1SExMRE9PD0ZGRqb1nbVaLdatWweDwTCt69UYgk5ERES0/Gg0Guj1ehiNRuj1euh0uoCaVZIk1mxERERERLTsMQCdiIiIiIiIiIiIlg2x4cNoNKKmpgaDg4MhN3%2BIDcBOpxPx8fFKw9IbLTk5GRUVFejv71dekyQJ4eHhGBsbm/Sz6qb47e3tkCQJ%2Bfn5DEEnIiKiRUvUKJWVlXjnnXcwODgY9DrREN7pdKKsrAwZGRlISEiYsrnAUg1Bj4qKQnNz87RD0DUaDerq6tDT04ONGzey7iMiIqIlZfy8lcvlgsvlQmNjI1paWtDW1ob6%2Bnpcu3YNLpcLw8PDMJlM0Gg0yufmojkWEFiX6XQ6pKeno7i4GKtXr0ZPT48ytukePBO1pqg7u7q6UFlZiYqKCiQlJUGn0ynNG9LS0tDa2oqOjo6Q9xkcHERJSQni4%2BM530dEREQ3FZ/Ph3fffRcejyfo%2B36/Hz6fDx6PBzt37pwyqPJGhJ8Dnze/EnOcoYyNjWHXrl2IiYmZ9XOIiIiIFouKigocO3YsYC%2BcIGquyMhI/OhHP0JycvKs57zUn/H7/YiLi8OKFStgt9sxMDAAl8s17UZSTqcTV69eRUpKChISEq5rDm58CHqwhq/TodFo4PP5kJGRgX/6p3%2BCxWJh%2BDkRERERERERES16fr8fFosF4eHhyhxZMJIkwW63w%2BPxYMOGDdwXR0RERBTCT3/6U5w5c0apl8QaqMfjgc1mQ3d3N9LS0uY8BN3v98PtduPPf/5zQBClIMsyNBoNDh06hPz8/DlZywwVfj5%2Br99MMASdiIiI6PqIOtRoNOLDDz%2BE2%2B0Oep0sy3C5XLh27RoMBgOioqIQHh6u7A8U/4r7nT9/Hu%2B88w6eeeYZXLt2DW63e1p1n6hLRW2an5%2BPLVu24Jvf/CZKS0uRl5eH2NhYGAwGhIeHIzExEYWFhdi%2BfTs%2B%2B%2Bwz9PT0hHyGGFtvby%2Bys7ORlpY2678ZQ9CJiIiIlo9gtZh6vpaIiIiIiOhmwAB0IiIiIiIiIiIiWjbEhg%2BLxYKmpiY0NjaG3AQiXh8eHobT6URxcTGMRuMN3eDr8/ng8/lw4cIFdHZ2KuNITU3F1q1b0dzcDK/XO%2Bn4xHtOpxOdnZ3QaDTIzc2dssk/ERER0Y0gapOjR48qoT%2BTbfAVDbBWrFiB1NRUaDSaaT1DHYJuNBphs9kWfQh6TEwMWlpapgxBV4cxFRcXo6SkZN7GSERERDSXxjcpqKioQFlZGf74xz/izTffxLFjx3D8%2BHGcPn0a586dw5kzZ3DixAl88MEHKCsrQ0VFhTJXFhkZOeG%2BszX%2BsyaTCXFxcdixYwfS0tJgMpnQ1NSk1G%2BiZpyMup6TJAk2mw0VFRVob29HeHg4EhISoNVq4XA4UFFRodxbTZZleDwedHd3Y/PmzdDr9bP%2BjkRERERLic/nQ1hYGKqrq9Hd3R10Pk/UlZ2dnTAYDCgoKFh04efCwMAATp48GfQ9WZYhyzJKS0sRFRV13c8iIiIiuhHEXJjP58Mrr7yCK1euAAicdxM1mNVqxXe/%2B12kpqbOWb0l5tYiIiKQnZ0NvV6P7u5u2O32aYeg2%2B12dHZ2Ij09HdHR0dc1npycHCQkJODcuXPKd5xqPlFN/K0SExPxgx/8ABEREQw/JyIiIiIiIiKiJUHMxWk0GtTV1WFgYCDkei/w%2BZnYlStXIjIykmdhiYiIiMb593//d5w/fz7oOqFWq4XL5cLAwADi4uKQnp4OrVY7Z8%2BWJAn19fV48cUXAWBCPSd%2Bf%2BCBBxAdHX3dddx0w8/VZzmmGzLEEHQiIiKi6%2BPz%2BaDT6VBXV4eurq6g52tFHxeHw4HGxkY0NzfDaDTCZDIhLCwMw8PD%2BOyzz3DhwgW88MILOHbsGKqrqwFMDDUPRaPRKLVhQkIC9u3bh2984xtYu3YtrFarMr8o/hV1ojifsn79enR1daGtrS3knj7x3eLj47F69epZz1mqQ9ALCgpw9uxZhqATERERERERERER0ZLFAHQiIiIiIiIiIiJaVsTm3KysLFRUVGBoaCjktWIDcEdHB1wuF9atW6c0X70RG3wlSYJGo8Hg4CAuXbqkjGFkZARf%2B9rXsGrVKly4cGHaIeh2ux09PT0wm81IT0/npmUiIiJalJqamvCHP/wBHo9n0vAin8%2BHrKws/OM//iMKCwtnFPi4VEPQo6OjJw1BVzdsuOuuu/D4448r42btR0RERIudJEkYGhrCqVOn8Kc//QkvvfQSKioq0N/fD7vdDuCLRgfA57WP1%2BuF1%2BvF4OAgrl27hrKyMrz//vsYHh7GwMAAMjMzlTpoLmsin88HjUaDpKQkrFu3Djk5OYiNjUVbWxtcLpdy3XTCi8R3cjqdaG9vx/HjxzE2Nobw8HCsX78edXV16OzsnDB2cV%2Bfz4eVK1ciNjaWjQqIiIjopiBJEmRZxrVr11BbWztlveX1epGTk4OIiIgJ793o8HPxjPfffz9oUy7x2rZt2xAfHz8nzyMiIiJaaGK%2B6tixY3jjjTcABM6biTVRk8mEJ554AsXFxQHzgHM5BpPJhLS0NFitVnR0dGB4eHjK54jPDg8Pw263Iz09HRaL5brGk5GRgaysLJw7d06pN6ez/w/4vEbMzs7G9773PYafExERERERERHRkhQREQGbzYbq6upJ9/WNjIwgLS0Nubm53BdHREREpPLf//3fOHnyZNAwSLHnTavV4o477sDGjRsRHR09Z88WZxbOnj2LixcvKoGLarIsIzk5GQ888AA0Gs11P2%2B64edi7XXfvn2QJAmDg4PTOkfCEHQiIiKi2ZMkCVqtFk6nE%2BXl5SHrL7En0OVyoaurC59%2B%2Bik%2B/vhjvPfeezh69CjefPNNlJeXo6urC16vV7l%2BfK05/tnjzw8fOnQIBw8exC233AK9Xq/UdOK68WMTvWt0Oh1KSkpQU1ODnp6eoGeD1b/v2rXrumpddQh6fn4%2BQ9CJiIiIiIiIiIiIaMliADoREREREREREREtK%2BqNx/39/WhoaFA2/46nDrsU1xUWFt7QEHQAaG9vx4ULFwB8cRDPYDDg4MGDiIiIwJUrV%2BDxeKbVBHVoaAgOhwPx8fGIjY1dkPETERERzURTUxM%2B%2BeSToIE/6vDz3NxcfPe730V8fPysDoYttxD08eHnjz32GIC5DWMiIiIimkvqWmZ0dBRXr17FL37xC5w%2BfRotLS3KdeObco3/V02SJHi9XtTX1%2BP8%2BfNoamqCTqeDxWKB0Wicszk%2BcQ9xv6SkJBQVFWHTpk3w%2BXzw%2B/3o7%2B9XxjhVELp4T9SZtbW1qKysxPDwMDZv3owrV67A6XQG/azD4YDP58OmTZvYoICIiIhuCqKOtFgsuHDhAtxud8jaEAB6enoQGRmJwsJCAF/UcFmuTLYAACAASURBVIsh/Bz4vBY%2BduyY8iw1UUeWlpZybZeIiIiWtPb2drz44osYGBgI2pRUo9Fgz5492LNnDwwGw7zOc%2Bn1eiQlJSExMRGtra0YHBycVgi61%2BtFb28v9Ho9MjMzodfrZz0Gv9%2BPlJQUrFixAgMDA7Db7XC73Ur9J/6VJClgbtFsNqOkpAT/8A//AKvVCq/Xe92BAURERERERERERAtJrNdmZGSguroaNpst6HViXuzatWtYs2YNLBbLAo%2BUiIiIaHF64YUX8M477wQ9V6EOP3/iiSewf//%2BOQ0/B77Yl3fkyBF89tlnQQMp/X4/oqOjceutt17Xs2YTfv7QQw/h8ccfR2pqKlpaWhY8BH06zyIiIiJaTkT9k5ycjLa2NnR0dEx6LfDF3N/Y2BhGR0fhdrsBfHG%2Bdvz1wYjeM36/H2azGRkZGfjWt76F0tJSxMfHA8C0zxOrQ9ALCgpw9uxZOByOkNdbLBaUlpZe97kShqATERERERERERER0XLAAHQiIiIiIiIiIiJalrRaLWJiYvDpp5/C6XRO2OwsqBuI1tXVwWKxICcn54aEoIvn9ff348yZM8prABAeHo6dO3ciOzsbUVFRuHz58pQh6OJ7dXV1QZZl5Ofnw2Aw8BAdERERLQqi9vnwww9RU1MT9FCWaEyQm5uLH/7whwgLC7uuGm25hKBrNBqGnxMREdGSoq5Tampq8O677%2BLZZ59FX18fvF5vwHzVZE0KxhOfE5/t6OhAdXU1qqurkZOTg4iIiAnXXg/1530%2BH6xWK4qKirBjxw7IsgyPx6PUluL6yZ6prkFHRkZQXV2NmpoaDA8PB20MJq612WzIzs5WGjMQERERLWeintLr9Th9%2BjT6%2B/tDzuOJ1ysrK5GUlIT09HRIkgS3240//OEPNzz83OfzobOzUxnHeH6/H1arFffccw/CwsLm7LlEREREC0Ws5V6%2BfBkffPABfD5fQN0m6jWTyYQvfelLSEtLW5BxabVaxMXFISUlBS0tLUow%2B2RkWcbY2Bg6OjqQlZWFpKSk616rjouLQ35%2BPuLj42Gz2dDf3w8AQZu4lpSU4LbbbsN9990Hs9kMn8/H8HMiIiIiIiIiIlpyxHyaRqNBR0cH6urqgp71VQd65ubmIi0tjQE%2BREREdNMrKyvDW2%2B9haGhoQnviT1wWq0Wf/d3f4ddu3ZBq9XO21jef/999PX1hXxfkiTs2LEDRqNxVvefbfj5vffeC0mSEBsbi9TUVLS2tioh6FNRh6Dv2rVLObc7VQ3a09ODnp4eREZGBpwFJiIiIroZiLpHp9PB4XCgoaEBLpdr0s%2BEqs2mW7Op5w4zMzNx991349ChQ8jMzAyoxWZSk4k6zmAwoK2tDa2trRPOqajvt3v3buj1%2Bjk5o8wQdCIiIiIiIiIiIiJayhiATkRERERERERERMuSaA4fHx%2BPM2fOKAfeQgVaAp8fimttbYXVakVGRsaCHzYTz2lra8PJkycDXjOZTNi3bx8kSUJmZua0QtDVAUpNTU2Ij49Xwt2JiIiIbjRRk5w7dw4NDQ0T3heNCTIyMvCd73wHJpMJXq/3upu6L/UQ9NHRUaVBA8PPiYiIaClQ1yknTpzAn/70J5SVlcHtdk9oRnU9RH3pdDrR3d2NEydOwGAwIDw8HBaLBZIkzelhfnVjVr1ej6KiIhQWFiI3Nxft7e3w%2B/3Kd5yqzlTfb3R0NOQ4RU3qdDqRkZGB/Pz8OfkuRERERIudz%2BeDXq9HdHQ0Lly4gLGxsaDXqefwzp07h9zcXCQmJuL//u//8N577wG4ceHnwOc1X3t7O44fPz6h3hO/R0REoLS0dNaNYImIiIhuJEmSMDo6it/%2B9rew2WwT5sTEzwcPHkRpaemCjk2j0ShN75uamqYMQRdzeg6HA1evXsX27dsRFhY2qzlG9fVmsxnZ2dnYs2cPkpOTkZSUBJPJhOjoaCQlJWHbtm0oLS3Fgw8%2BiNzcXOj1eq4FExERERERERHRkifLMtLT03HixAk4HI6gc2ySJGFsbAy9vb3Ys2fPdZ8dISIiIlrKPB4P/vznP%2BPy5csAJoY5ir1yX/nKV7B79%2B557SHidDpx9OjRoEHsYmwGgwG7du2C2WyecY%2BW2Yaf33fffQHncGNjY5GSkoKGhgYMDg5OawwiBP3y5cvYtGkTDAZDyDGKZ/3xj3/EyZMnERMTg4SEBIagExER0U1H1D6ZmZn47LPP0NzcPC/72zQajVIPJiQkYPPmzfj2t7%2BNgoIChIeHA5hZ6Pl4kiRBq9XCbrfjwoULIQPIrVYrbr/9duj1%2Blk/a/xzrzcEfXh4GCtXroROp5uTMRERERERERERERERTRcD0ImIiIiIiIiIiGhZEht2o6Oj4XQ60dDQMK1DYw6HA11dXbBarUhNTb0hh81aWlpw5syZgNecTidKS0shyzI0Gs2sQtDLy8tRWFiI%2BPj4hfgaRERERNNSX1%2BPqqqqoA0YoqKi8Fd/9VfIysqCz%2BebswZWSzUEPSYmBo2NjRgeHsadd96Jxx9/HADDz4mIiGjxErUVABw9ehTPPPMM%2Bvr6lPplrsLPx9NoNHC73aiqqkJfXx/CwsKQmJg45yHogrinxWJBRkYG1q5di%2BzsbAwMDCg1pvpvMVuiYVdUVBS%2B9rWvMRSTiIiIbhqifpNlGTU1NbDZbMo83Xjq%2Bb2GhgZcunQJJ0%2BeVD5/o8LPvV4vZFnGqVOncOXKlQlzkOL3tWvXYvfu3XP6bCIiIqKFINY1W1pa8MEHH8Dtdk%2BY/5NlGWFhYbjnnnsQHx%2B/4PvyZFlGdHQ0EhMT0dzcrDS9n2zvnUajwcjICNrb27Fx48Y5aRjq8/mg1WqRkZGB4uJibNmyBXv27MH27duxevVqZGRkQKPRKONio3wiIiIiIiIiIlrqfD4fTCYTvF4vampqQu4dlGUZdrsdycnJSE1NZZAkERER3bROnz6Nw4cPA0DIvWbr1q3DHXfcAbPZPK9jGRsbw1tvvYXR0dGg70uSBKfTCZPJhFWrVi1Y%2BLn6%2BUJsbCySkpJw8eJFOJ3OkPsM1WRZRm9vL65cuYKcnByEh4crZ5nFWRHxjMOHD%2BPtt99GT08PRkZGEBkZifj4eNasREREdFMR53RlWca6detw9epVdHZ2ThrgPRPiPuJeBw4cwB133IE777wTOp1uzs4Ii7lHm82mnDkJJjY2Frfddtuc1nzXE4Lu8XhQV1cHr9eL1atXz9mYiIiIiIiIiIiIiIimgwHoREREREREREREtKzpdDro9Xq0tbWhv79/0mvFBt%2BhoSH09PQgIiICycnJCxaCLjZWnz17FpWVlcpmZBGedOjQIeh0OuW1zMxMREZGory8XNkQPlVQp8PhwMqVKxEWFjav34WIiIhICHZ4TDQekCQJTU1NuHTpUkAtI35esWIFDhw4AKPROOe12FIMQU9OTobVakVubi4efPBBAAw/JyIiosVN1HAvvfQSDh8%2BHND8KVitJeoaSZKg1WoBfFF/zYSo5zweDzo6OlBbWwudToecnJx5mesbfy%2Bz2YzU1FTs3bsXcXFxMJvNaG5uVr7zdJpojScadiUkJOAnP/kJIiMjlRBNIiIiopuF2WyGLMs4f/78lHN4ADAyMoKOjg4ANzb8XDwfAF555RV0dXWFrAfXr1%2BPoqKiOX8%2BERER0XwTc2THjh1DRUVFyDotKSkJjzzyCGRZviFN4GVZRkxMDGJiYtDU1ISRkZFJxyG%2Bh8PhQGRkJDIzM6973OLzYp5S/C0410dERERERERERMuVek7tzJkzIcN8/H4/PB4PwsPDsX79egZJEhER0U3H7/fD7Xbj9ddfR3t7OzQaTcC%2BN3ENANx2220oKSmZ9zFJkoSTJ09icHAwaH0mXtPpdFizZg0MBsO0zmyo9%2Bq9/PLLeOWVVwDMLPw8mISEBMTFxeH06dOT7jNUk2UZNpsNVVVVkCQJZrMZFotF%2BQ4OhwMvvvgi3njjDeUz3d3dGBgYgMViQWJi4qT3JyIiIlpu1CHo27dvR2VlJXp6epT6aabzeuJ6UQuaTCasXLkSjz76KA4dOoSkpCQAc3veQzzTZrPhk08%2BmfC%2BqCMzMjKwbds25Wz0XJlNCLpWq4XX60VYWBieeOIJWCyWORsPEREREREREREREdF0MACdiIiIiIiIiIiIlr34%2BHgAQGVlpRIKFGqDr9gU3N/fj76%2BPlit1gULQRf3Pnr0KDo6OgLGGB4ejttvv11pdirCorKysmC1WlFWVhYQxjmeusl/YWEh4uPjg4aREhEREc0l9eGxI0eO4OLFiygqKgo4zBYWFoYTJ07A4/EoNYv497HHHluQcPHFEIJut9uh1%2BuD1pzqWjQtLQ0FBQUAGH5OREREi5e6pnn%2B%2Befx2muvAUDQ5lsi2Mfv9wfUXuomVeKewnRqIDEGv98Pu92OsrIyyLKMwsLCBZkTE3NvGRkZ2LBhA7KysmAwGNDb2wuXy6VcN51mWurw86eeekoJP59pMDwRERHRUibqu6ysLPT29qK5uXlG67ehas2FCD8X46ypqcGbb76JsbGxoOOOi4vDV7/6VYSHh8/72jQRERHRfHn33XfR0dGhzM0JorbJz8/Hjh07lH18N4JGo0FMTAyMRiNaW1sxOjo6Ze3lcrng9XqxdetWZU5vroLQiYiIiIiIiIiIbhaxsbFwu92oqqoKum9OzL21trYiNzeXQZJERER005EkCUNDQzh8%2BDCcTmfQmkmSJERFReHhhx%2BG2Wye974hsizjwoUL6OjoCDlmAOjq6kJ8fDxycnJmFH5%2B5MgRvPjii8qzrif8XKzjpqamYmxsDLW1tVOe11B/z6GhIVy9ehWnT5%2BG0%2BlEW1sbPv30U7z99ts4fvy4cp04I93Z2YmkpCTk5eXxfAcRERHddCRJUs657tq1C62trQF986ZzdlbUhOI6o9GI9PR0PPHEE9i7dy/y8/MnPHOuiDq6qqoK58%2BfDznePXv2KH1y5tpMQtC1Wi08Hg/Cw8Px1FNPITU1dc7HQ0REREREREREREQ0FQagExERERERERER0YKb7gG6uWgSKp6VnZ0Nh8OhHFCbTgh6X18fenp6YDabkZKSEhA8PtfEd%2B3t7cXbb7%2BN4eFhSJKkPMtoNOKWW26BLMsTQtBzcnJgMBhw%2BfLlSb%2BbLMtwOp3o6enBzp07eYCOiIiI5pW6AcHrr7%2BOF154AdXV1fD7/Vi1apXSiMDv9%2BOjjz6Cw%2BEIaBQfHR2NQ4cOwWw2z%2Bs4F0MIem1tLZ555hkkJCQgNjY2ZAh6sLETERERLTbqOvCFF17A66%2B/DmBiIyp1neX3%2BxETE4OMjAzceeed2Lt3Lx588EGUlpZi69atWLduHfR6PUwmE3p7e5XPiXpsKuJZlZWVsNvtyM7OhsFgmOuvHmB8rZacnIzVq1djy5YtsNvtAIDBwcEpmzkw/JyIiIjoc%2Br6SpZlNDU1YXh4eMb30Wq1Cxp%2BDnwx9o8%2B%2Bgjl5eUT3hd1bXp6Ovbt2wedTse5PyIiIlqSBgYG8Oyzz8LlcoWct9u4cSOKi4tvWPi5oNVqERcXB4/Hg7a2Nrjd7pDXitqss7MTZrMZ%2Bfn5rNeIiIiIiIiIiIhmSJyTCAsLQ21tLYaGhibMs6nPUsTFxWHVqlXzHuhJREREtNhUV1fjww8/VM6%2BhrJv3z5YrdZ5rZVELXblyhU0NzeHPPeg0%2Bng8/lw%2BfJlbNy4ERERESHvKc7tAsCxY8fw3HPPKa%2BNP3Mifp9O%2BDkQuM9Qq9WisrISo6OjM%2BpvMzY2htHRUVRWVqK8vBx1dXXo6uoKGJP4G6Snp6O0tBRJSUlT3p%2BIiIhoOZJlWTnvumXLFgCAy%2BVCf3%2B/UjNptVrlvIY4O6EOPhd99nbs2IGDBw/i0UcfRWpqKkwmU8A1c03c88iRI2hvb59Q54r3d%2B/ejczMzDl/vvo5U4Wgi/Bzk8mEH//4x0hLS5u38RAREdHSxXVVIiIiIiIiWggMQCciIiIiIiIiIqIFIzbEqDfFjIyMwOFwwG63w%2BVyYWxsTAkfmovNM%2Bqg8OLiYvT19aG5uXnKEHTxns1mQ2dnJ0wmE9LS0uYtBF3c7%2BzZs/jggw8mjGPNmjXYuXNnQONX9VgKCgpgt9tRX18fcsO2%2BM4ulwuZmZlITEzkJiUiIiKaF%2BqwoCNHjuCFF14A8Hn9UlVVBafTiZKSEqV51ejoKKqrqwPukZKSgrvvvntBxnsjQ9D7%2Bvrwl7/8BefOnUNtbS2ysrJChqATERERLXbqOvCVV17BK6%2B8AiB4%2BLn4PSkpCWvXrsWTTz6JPXv2oLCwEKmpqTCbzYiIiEB8fDxSU1OxadMm7Nq1C6mpqbBYLLh27RrGxsaUe05WO6lruvr6egwPDyMjIwPh4eHz8WcISZIkWK1WrF27FmvXroVOp8PQ0BDsdnvAGMV3Yfg5ERERLVViDdLv9wfUiHM155WUlITe3l7U1dXNKDhTrK8CwF//9V%2BjtLRUGe98B3BWVVXhd7/7Hbxeb8B8o3rN96tf/SoyMzM5N0hERERL1vDwMN5///2AebvxCgsLUVRUtChqHoPBgLi4OHR2dqKjo2PSa0UN53K5UFhYCLPZvECjJCIiIiIiIiIiWh7EfGBUVBQaGhrQ0tIS9KyGWGtub2/Htm3bFnyfHxEREdGNdvnyZZSVlYV8X5Zl6HQ6bNy4EbGxsTPqGSKu9Xg809ozJ%2B6r1%2Btx%2BvTpgHMhgkajgcfjgVarxf79%2B5Gfnw%2BLxTLlPU%2BcOIGXXnpJCShX14XqMycPPPAA7r///hmvL8fFxaG5uRktLS0z%2Bpx6jOqfx4/RZDJh37592L59O894EBER0U1N1G6yLKOwsBD5%2BfmIjo5Gf3%2B/0lMQgHK%2BRPwcGxuLmJgY3HPPPbj99ttx9913Iz09XQlMV9dhc03sX2xtbcVbb70Fu90e9Dnp6el4/PHHodVq53wMapOFoIt6W4Sfp6amzutYiIiIaGkS9dhnn32GY8eOYeXKlTf8vAYREREREREtT/M7Y05EREREREREREQ3PXWzeFmWMTIygpaWFpSVlaGjowNXr16F3%2B9XNifr9Xrk5OQgJiYGO3bsQFxcHKKjo5X7zabxqXqD9Fe/%2BlU4HA7lcN348CX1uMWm4KamJrz44otwOp3Yt29fwP3mUnt7O44dOxYwZjG2iIiIkN9N2L9/P65du4ZLly6FDHb3%2BXwYGhpCZWUlSkpK5r2RPxEREd18QoWfi6Bwv9%2BPo0ePwu124/HHH4der0d6ejqAL2o9URuKJgoLUbOoQ9C3bt2qvH716tVJ60YRQOn1evG///u/AIADBw5M65kejwcXL17E%2BfPn4fV60d7ejt/85jf4m7/5G%2BTn5y%2BKpv9ERERE0yVqKQB4%2B%2B238ac//QnAFyHegvr37du3Y8eOHVizZk1AvTW%2BDhJzdbIsY9u2bdi8eTMOHDiA559/Hs3NzRgYGFCeH6xmE/cQ73/00UfweDy47777kJKSMi9/j2BEs1a9Xo/ExEQ89thj2LZtGxoaGvDyyy/D4XDA5XJBkiSlKQHDz4mIiGgpErWXx%2BOBy%2BWC2WwOur46mzVX8ZlHH30UTU1NuHLlSkDA%2BmTE%2B/fff/%2BChp93d3fjnXfeUeY71TWrmJdcv349cnNzldeIiIiIlqKuri6lEWio0KKRkREAn9dhi2GuKz4%2BHvfffz8aGhrQ29s7YT5TEDVcfX09Ojo6kJCQsNBDJSIiIiIiIiIiWvLE%2BuzDDz%2BM6upqdHd3T7jG7/dDo9FgeHgYH330Ee677z5IksR1VCIiIrppiHDFYOuuwOc11ejoKN577z2sWLFCOacwVb0karHOzk68/vrruPXWW5GZmTmtMUVHR8NgMCghjGL9VKvVwuPxQKPR4JFHHsHWrVsRExMz5f2qqqpw7Ngx2Gw2AAgZfn7PPffg7rvvnnEtKL7rrbfeirKyMtjt9pBnTYJRj0f8LP4V/y9FRUW4/fbbodPpeBaYiIiIbnrqmjQ9PR3p6enYs2cPRkdH0draCpvNBrfbDa1WC6vVCovFgvz8fEiSBLPZrNxH1HHzfcZD1G4XL15ER0fHhPfFPsKsrCxotdoFqfdEnVlYWIh//ud/xk9/%2BlM4HA74fD6Eh4fjqaeeYvg5ERERBaWe9/v%2B97%2BP1atXc66KiIiIiIiI5o3mhz/84Q9v9CCIiIiIiIiIiIho%2BRIbX5qamlBeXo5f//rX%2BPDDD1FZWYnOzk64XC643W74fD64XC44nU50dHSgoaEB586dw6lTp2AymWA0GmE2myFJkhJ4NJtxaLVaZGRkoKurC52dnUowUqhm%2BOrGq7W1tZBlGQUFBcrrc7Wxx%2B124/jx4zh79iw8Ho8yHo1GA4PBgPvuuw%2BJiYmTPtNisWB0dBTV1dUhv4/4rqOjo9iyZQt0Oh03JxEREdGcmSz83Ov1BtReDQ0N6O/vx6pVq5CVlYXGxsaAg2GJiYnYt2/fgtYq6hD01NRUGI1G2Gw22Gy2SetG0WDL7/ejvLwcFosF2dnZU469rq4Ov//97zEwMKDce2hoCPX19cjMzERsbOx8fVUiIiKiOSdqnzNnzuDZZ5%2BF2%2B2eEO6oDg%2B699578dBDDyEjI0OZ8xO15Pg6SjQvVc%2BNRUVFoaSkBDExMRgZGUFvb%2B%2BU83Xqmq61tRVDQ0OIi4tDdHT0nP4tJiPGJ%2BY4o6KikJOTg02bNiEpKQl2ux29vb3w%2BXyIjY3Fv/zLvzD8nIiIiBYtUdN4PB54PB6cPXsW5eXleOONN/DWW2/hL3/5C9566y2cOXMGp06dQnt7OwYHB6HRaGC1WpXaaCbrrurasaSkBJcvXw6YX5uKVquFxWJBQkICoqKi5nzddzy3241Tp07hgw8%2BgNvtDnhPXS8fOnQIK1eunJcxEBERES2U7u5uHD9%2BfNLG8QkJCdiyZcu8NyidLr/fj8jISKSmpuL48eOTrgvLsgyv14uhoSFs3LgROp3uBoyYiIiIiIiIiIho6RLrsxqNBp2dnWhsbFTOYqipQyZ37do17VBPIiIiouWgqakJFy5cmLQHiiRJGBwcRFRUFNLT02cUfv6d73wHdXV1cDgcSEpKQkRExJRjslqtcDgcqKmpUcYl1k%2B1Wi2efPJJ7N69OyC8MpSenh688847KCsrm1DjqffUHThwAPfeey9MJtOU9xxP3FOn0%2BHEiRMYHh6GJEkBdeVsakvx%2BZUrV%2BLb3/42wsPDA87CEBEREd3Mxp8PMRqNiIiIQFpaGvLz87Fy5UoUFBQgMzMTycnJMBgM0Ov1ATXhQs7/VVVV4Te/%2BQ28Xm/AnkH1mZUnnngCcXFxCzYuMX8aHx%2BP/Px8fPzxx9BqtfjJT37C8HMiIiIKStQtHR0d%2BMEPfoChoSHk5eVhw4YNs%2BrbTERERERERDQVBqATERERERERERHRnFNvKPb5fHjzzTfx3HPP4eTJkxgaGpoQfimuE8RhsbGxMYyMjODcuXNob2%2BHy%2BVCTk7OdW%2BiMZvNSEhIQE9PD7q7u6cVgg583pz%2B0qVLcLlcWL169awa8odSWVmJF154AcPDwwGH5nw%2BH0wmE%2B6%2B%2B26Eh4eHfI64Pjs7G5WVlejq6gp6rfiOTqcTO3funNZhRCIiIqLpEvXHyy%2B/jBdffBFAYMglEBg62dzcjO7ubmRlZUGWZVRVVSl1ocFgwM6dO6HVapdcCHpFRQV0Oh0SExMRFhYGAMqhN3FtfX09nn76afT29gY0ZZBlGYODg6ivr8emTZtgNBoX7LsTERERXa/m5ma8%2BuqruHbtGgAE1E3quvDLX/4y7r//fuj1euX96dR86iYGfr8fRqMRGRkZWLNmDQYGBtDW1jbl/dR1W3t7O6Kjo1FYWDjzL3ud1OPz%2B/0wm83Izs7Gnj17YDKZEBcXhyeffJLh50RERLTojG8u1dnZiddffx2vvvoq3nzzTVy%2BfBkdHR2w2WwYGRmBw%2BFAX18furu7UVtbi7Nnz%2BL8%2BfO4dOkSdDod9Hp9QNPT6ay9inowLCwMKSkpqK2tDVhnnYzP50NXVxeuXbuGxMRExMbGzmsI%2BuXLl/Hcc89haGhoQlMs8fPu3bvx4IMPApibtWciIiKiG6Wvrw8ff/xx0JpM1DharRbbtm2DTqdbFHWPqMsSExMhSRKqqqpC1pTidY1Ggz179gTMbxIREREREREREdH0SJIErVYLi8WCjz/%2BWGnKr56XE3OHvb29MJvNyMvLWxTziUREREQLQavV4uzZs3C73ZPuh3M6nfD5fEhLS5u0b4g6BOn73/8%2BRkZGAADd3d0YGBhAcnLypJ8Xe9o0Gg1qampgt9uV161WK7773e9izZo1U4aAi8Cl06dP48iRI0GDJsXPmzdvxqFDhxAXFzfpPad6ntFoxMDAAGpqagLO8ZrNZrjd7mntORTE51NTU/Gd73wHFouF4edEREREQYwPMxf1pN/vD3pe4kbM%2B3V2duKNN95Aa2ur0udPTZZl7N27F6WlpUo/xIWiDkEvLi7GnXfeyfBzIiIiCmr8vN/Q0BAAID4%2BHlu3buVZVSIiIiIiIpoXDEAnIiIiIiIiIiKiOSU2wfh8Ply8eBEvvfQSjh49ipGRkYD3AEzrIJg4MNbd3Y3y8nIMDAxg1apV0Gq1sx6jJEmIiopCXFwcuru70dvbO2UIunosdXV16OzsRFxcHCwWCzQajXLYbjYaGxvxn//5nxPCLyVJgizLuP3227F58%2BZJNxCJTdSyLCMuLg4XLlyA2%2B0Oeq0Im1qxYgXS0tK4MYmIiIjmVENDA371q18BAPR6PTwez4Rr1LVXe3s7RkZGsGrVKly%2BfFlpfuB0OrFlyxZERkYu6PiBuQlBv3LlivJdkpOTlSYG3d3dqKiowO9%2B9zv09PRMCD8XP%2B/cuRObN29eoG9MREREdH3E3NjHH3%2BMEydOwOv1Bsw3qeucL3/5yzh06BCA6wt3otmtzgAAIABJREFUVDdBCAsLw%2BbNm%2BHxeNDZ2Qmn0znl5/x%2BP4qKivC3f/u3s3r%2BXBJjEvN7%2Bfn5WLNmDUwmE8PPiYiIaFFRN%2BtsbW3FyZMn8atf/QqVlZWw2WwAPq/91IHi6npPzJ25XC50dHTg0qVLOHv2LEwmE0wmE8LDw5V1z%2BmEoANAREQEzGYzmpqaMDo6OuWaryRJ8Hq96OvrQ01NDRITE5Wwy7l29epV/PrXv0ZfX9%2BEdWAxxpUrV%2BKhhx5CREQEm6ESERHRktfT04NPPvkkoN4Zb3h4GBs3bkRMTMwCjy40UQvqdDo0NjZiYGAgZF0pSRKGh4eRmJiI7OzshR4qERERERERERHRshETE4OxsTHU1NSEnIsDAKPRiI0bNy540BAR/T97dx7V1nmnD/y5VwIJIUAgiX0zmzGL8Yp3x1tjx26Wppm26UkybU8ynXPSM02amc70NEt7Jr%2BZTKfTaZNJZ9JO27TTtEnd7I2T2DG24wXvmLDYBoPBWGwCIXah5er3R86rSCCwMKvt53NOjgFd3ftK%2Bed73uX7EBHRXNFoNDh69Ch6e3vHXbcUf29tbQUApKenQ6fTjbkuWAiSWq2G1%2BuF2%2B2G1Wq9Zgi6qMHMZjOamprQ1NSE8PBwZGVl4bHHHkN2dvY19/yJc7lXrlzBT3/6U1/4%2BOigSQDIysrCXXfdhby8vJC%2Br/GI8bS1taGiosK3pzExMREPPPAALl%2B%2BjIGBAd93GWz8/n/zer1IS0vD008/zf1%2BRERERJPgfxZ4PszvORwOHD58GAcOHBjTo0/UhmFhYbjrrruQlpY2J2MWezDNZjOio6Nn/flEREQ0/40376coCrKyslBaWjovai8iIiIiIiK6%2BTAAnYiIiIiIiIiIiKaN2ATjdrvx5ptv4sMPP0RVVRWAzzb2hhJ67m90Y/zGxkZcvXoVSUlJiImJmVJAktFohNFohNVqDSkE3f/1K1eu4OrVq3A4HEhLS0N4eHhIgU3%2B1zidTtTU1ODFF19EZ2fnmPBLEaC5c%2BdOpKSkhNzk3%2Bv14vjx4xgcHAz6HvH50tLSUFhYyI1JRERENK10Oh2MRiOqqqrgcrl8oUajja6tZFlGVlYWGhsbfX/Pzc1FRkZGSIFH020qIejitaamJlRVVeHSpUtoamrChQsX8MYbb%2BDo0aO%2BpvnBQo9KSkrw0EMPQaPRzMlnJyIiIpoMUf80Nzfjv//7vzEyMhJQK/nXPHfffTfuu%2B8%2BAJjWZk8ejweyLKO4uBjt7e24fPly0OvEPKOiKCguLsZTTz0V8P65Njo03v9fIiIiovHM1vyRf/1WXl6O119/HR9//DEcDodvDlDMcU203ipIkgS3242BgQGcOnUKFosFDocD2dnZk/o8KpUKRqMR4eHhaGlpwfDwcEjrql6vF/39/Th27BjMZjPS09N975uO77S%2Bvh7PP/88rFbruI1aTSYT7rjjDhQXF/uC44mIiIhuZGq1GocPH8bIyMi4TfgVRYFer0dRUVFI%2B%2B1mk9FoRG9vL2pra8etacXcZ2ZmJgoLC2d5hERERERERERERNNvLufpnE4nzp07B5fLNeaMhhiTxWJBQUEBEhIS5mSMRERERLNJURSEhYUhIiICn3zyCVwuV9Dr/M%2BxNjY2QqVSIT09HVqtNuBewUKQ3G43gM/28NlsNlgsFuTm5kKv1487LkmSUFhYiEuXLiElJQUPP/ww0tLSQjobIkkS7HY7fvGLX6C1tRUqlSpgT50kSZBlGWq1Grfffjs2bdrk%2B5xTrVWdTieOHDnie44IsywpKUFjYyPsdrvv2tFnYcTP4eHhKCgowHe/%2B13ExMTA4/FApVJNaVxERERENPsURUFlZSVee%2B019Pf3j3sWeseOHdi1a9dcDnVe7a0kIiKi%2BeVa835JSUlYs2bNHI%2BSiIiIiIiIblYMQCciIiIiIiIiIqJpIQ5oOZ1O/PKXv8ShQ4dgtVoBYNyG7pMlNgu3traivb0dJpMJcXFx1x0CJMsyTCYTzGYzuru7YbVaJxWC3t3djUuXLuH8%2BfPIzs5GREREwCE1/8b44mfxe2trK44dO4ZXXnkFXV1d44ZfbtmyBXfeeeekPldkZCT6%2B/tx/vz5oJuYxfgXLVrEJqxEREQ07dRqNbKzs5GQkIBTp05BURSo1eqg9aB/bdXc3Iyuri4MDQ35QpLcbjfWr18/ZwezpiME3el0wmKx4MKFC6itrYXdbofT6Ry3Rk5KSsKuXbuQlZUVUD8SERERzVeSJGFoaAi/%2BtWv0NLSMqYRlaiXSktL8aUvfQkRERG%2Bemm6iHudO3cOr732mu9g3uhx%2BoefP/nkkwDAxlNERER0w2pra/OtT85GCLq4/3vvvYff/va3aGtrg8fjmfJasJhH6%2BjoQEVFBTo6OpCSkgKdTud77VqfTaPRID4%2BHpIk4erVq3A4HCF9H2Lsp06dwvDwMLRaLUwmk69uDPU79R/jwMAAzp07h5deemnC8HNZlrFq1SrceeedCA8PD%2Bk5RERERPOdx%2BPB3r17MTw8HPR1MVfodDqxefNmqFSqeROCLuq/rKws1NbWoru7O%2Bh1Yg15eHgYmzdvnva5TiIiIiIiIiIiopl0%2BfJl7Nu3D263G7IsIzIycswZ2NmUnJyMlpYWXLlyJejZDDGH6HK5sHjxYoSFhc3q%2BIiIiIhmm6jHVCoV6urqYLPZQjrHWldXB0mSfCHo1wpBEs8SPWJiYmKwcePGgAD10eNSFAXh4eHIy8vD6tWrYTabQ1ovFXXmJ598gkOHDsHhcIz5PGIddsmSJXj44Yd9n2866lO3240DBw7A5XL51nqXL1%2BOoqIi3Hbbbb4zzT09PQHjEj/n5ORg06ZNePDBBxEVFQVFUXgGhYiIiOgGdf78efziF7/w1dnBev6VlJTgwQcf9NXV82F/IxEREZEg5v3a29vHnfeLiYnBpk2b5s1ZjVuN3W5Hb28v9Ho9/x8QEREREdFNiQHoRERERERERERENGX%2B4ec/%2BtGPcPLkSbhcLgCBG3unyv8AntVqRUdHB2JjY2E2m6ccgp6YmIju7m50dnaGFIIuNpG4XC50dnbi%2BPHj6OrqgiRJSEpKAoCAjSbiZ6fTidOnT%2BNPf/oTjh07hr6%2BvnGb3ufk5OC%2B%2B%2B5DbGxsyBuhxdja2tpw9uzZca8BgPT0dCxduvSa9yQiIiK6Hunp6cjIyEB5efk1Q9BFneNwOAB8FmA5NDSEjIwMJCQkzNlG3qmEoIv3j76f/%2Bv%2BtFotNmzYgM997nNQq9Uz8GmIiIiIppeYs2pubsa%2BffswODgYUOeI0PHo6GjccccdyM/P9/19up05cwb/%2BZ//CafT6Wt6OnocDD8nIiKim8XFixfxve99D01NTVi1atWshaDv3r0bf/zjH33NEKZjLVjM%2B4mxX7lyBZcvX4bH40FycjLCw8ND%2BmxarRaJiYkAPg2HdzgcE675imeL2rG%2Bvh7Nzc3o7OzEokWLAmpI8TlHj0G8Jv7e2NiIsrIyvPnmm2MaYgliTCUlJXj44Yeh0%2BnYFIuIiIhuCl6vFxqNBpcvX8bVq1fHrcVkWUZPTw8kSUJhYeG8qYP8x9Hc3IyGhoagn0H8Hh4ejp07d3J%2BkYiIiIiIiIiIbhhNTU3Yu3cv9uzZg/LyctTW1kJRFMTExECn0427LjpTxDqpyWRCVVUVBgcHx1wj5uOcTifWrFmDyMhIrq8SERHRLSE6OhoajQYnT5685jnW0SHoqamp0Ol0E4Yg%2Be%2BPy8zMxLe%2B9S2YzeYJxyRqsKioKF9Qeih1mbjm5ZdfRnNz87jXJSYm4tFHH/WFjF9vD5nRBgYGUFZWBpfL5fuuFixYgLy8PKjVaixevBglJSUwmUyIiYmBWq1GTEwMCgoKsGHDBtx3331YunRpQLA8EREREd14Ghsb8cILL8BqtY7b8y85ORk7d%2B5EdnZ2wFkRIiIiovlCkiR0dnbiH/7hHzA0NDRm3g8AkpKSsHHjRtYyc6CjowPPP/88jh8/jry8PMTExDAEnYiIiIiIbjoMQCciIiIiIiIiIqIpESFBIyMjePbZZ3H%2B/PkJm5eOPlwX7OeJNmf4v7%2B7uxtWqxVxcXFTDkE3Go1IS0uD3W5HW1vbNUPQR7/f4XCgsbERR48exaVLl1BXVwe32w2bzQar1YrGxkZ88MEHeP/99/HOO%2B/AarX6DsgF2wit1%2BuxdetWrFixArIsT2rDitg4ffjwYd%2Bhw9GvA0BeXh6WLFnCDTFEREQ0Y1JSUpCbm4sjR45AUZQxQZTjEdeMjIzAaDSiuLh4TuuV6w1BD5V4/9KlS/HQQw9Bq9WyRiMiIqIbgqhXdu/ejerq6qCve71eLFq0CF/96ldnrL45c%2BYMfvazn/nCzz0eT8AYGH5OREREN5OLFy/ihz/8IRRFQWdnJ1pbW7FixYoZCUH3v98rr7yCN998EwBCnuebLP914ObmZnR0dCAnJwcREREhfbaIiAhfaLrFYsHQ0FBIIejiGrvdjosXL6Kqqgp2ux0GgwHR0dEAAhu1jg5t7%2BzsRHl5OV5%2B%2BWVfY/5g68Di/1Fubi6%2B853vTHujViIiIqK5JGqjtrY2VFVVXbNe9Hq9yM7OnncNnWRZhtlsxscffwyXyxX0GrVaDVmWsXnzZmg0mlkeIRERERERERER0eQ1NTXhgw8%2B8J3tUBQFdrsdFRUVqKurQ1NTEzIzMyHLMtRqtW/Obibn7sR9NRoNzp8/j/b29qBr0bIsY2BgAA6HAytWrJg3c4lEREREM0XUYOnp6ZAkCbW1tZMKQdfpdFCr1Xj22WdDCj9/7LHHkJycPKOf6ciRI3j33XeDhkiKGrCwsBDr169HWFjYtNV8Yj9iWVlZwDmT6OholJaW%2Bs49R0ZGIi8vD6WlpdiwYQM2bdqEtWvXYtGiRYiMjAzolUNERERENxZFUXDhwgW88MIL6OzsHLfnn1arxfr163H77bdDrVbPwUiJiIiIJibmDcvKylBRUYHw8PAxZx4kSUJiYiI2bNgwR6O8dXV2duL5559HfX09BgYG0NraioyMDBgMhnl1ZoaIiIiIiGiqGIBORERERERERERE102EBDmdTvzwhz/EpUuXgm7uFYfQxGE6SZJgNBoRHR2N9PR030GvkZER33smakQ/EyHokiQhNjYW%2Bfn5sNvtaGlpCTnMUmwmEde2t7ejoaEBJ06cwKFDh/Dxxx/jxIkTaGhogNVqDfh8wZoxeL1eLF68GF/5yleg0WgmtVlFXGe32/Hhhx8G3WgtnnHbbbchOzubG2GIiIhoxni9XiQmJqKgoABHjx6Fx%2BMJOSxcXHfhwgXk5OQgKSlpFkY8vpkKQRehR1lZWXj88ceh1%2BsZekREREQ3lM7OTrz99tsYGBgYUxPJsoyIiAh8/etfR0JCwrQHcgKfhZ%2BPjIww/JyIiIhueiL83OPxQK1Ww%2BPxoKWlBe3t7dMegu4/R/Xaa6/hrbfeAoBxmz2J14BP6zBRbwVrWDoe/3XR4eFhXLlyBefPn0dJSQkiIyMnFYIeGRkJi8XiCyMP5bniv%2B7ubtTU1ODAgQNoamryhal7vV4MDAzAZrOhq6sLNTU1ePvtt/H%2B%2B%2B/jwIEDGBwchMfjCVgbF0StmpycjCeffBLR0dGcByQiIqKbiqipwsPDcebMGTidzqDrp6Ke6%2BrqgsFgQEFBwYwHKU2Goijwer04efIk%2Bvv7g45JURS43W7cfvvt0Ol0czBKIiIiIiIiIiKi0PmHn7tcroDwRq/XC5vNhoaGBpw%2BfRrNzc2Ijo6G0WgM2H83U3N3Xq8X4eHhSExMxJEjR%2BB2uyd8llg7ni/ziUREREQzwX/9NC0tDf39/Whqago5BL22thZHjx7F0NBQSOHns3F298CBA6ivrw/6mvg8f/3Xf420tLRpfa4kSbDZbNi/f3/AvsfU1FSsXr3aV1OK79vr9UKtVkOtVo95jfUnERER0Y3H4XCgsrISv/jFL2C1WoOehxF19LJly/DQQw9Bq9Vy/pGIiIjmJVGfWCwWnDlzZtxzvpGRkdi0aRPPrs6izs5O/PSnP0VDQwNkWYbb7UZ3dzfa2tqQmZnJEHQiIiIiIrqpqOd6AERERERERERERHRjUhTFF37%2B//7f//NttAi2uVc0OFCr1di6dStyc3NRUlICWZah1%2Bths9kwMjKCvXv3oqmpCbW1tb77BGsOL54v7l1XV4c333wTALB48WKo1dc/9Wk0GvHoo49Cp9Nh37591xyH4B9m7n%2BgUGwwkWU5oNl9sM1Coul9bm4u/vZv/xY6ne66m96LoKdg4xbPjo6OnvR9iYiIiCZDNEIoKCjAU089heeeew7Dw8MThiQJ/vXeRx99hOTkZCQkJMzSyIPzD0Ffs2YNZFnG3r17ffVrKJ/Ln6gRk5OT8b3vfQ9RUVEMPSIiIqIbzpUrV2CxWAAg6DyUSqVCXFwcAEx7ncPwcyIiIrqVjA4/929KeuzYMQDAo48%2BCrVaPeU5JjEHBgBvvfUW3njjDQBjw8/958sURQl4zb82E0KZP/OvKb1eLy5duoSnnnoK//RP/4SMjIyQxh8dHY0NGzbAYDDgT3/6EywWi%2B/zjLfm67/WC8C3Fn7ixAmcOHECAKDVaiFJEjweD9xud8Basv/nG/0MMQ%2BYkpKCZ555huHnREREdFMSNVFqaipMJhPsdnvQ%2Bs%2B/fty9ezfS0tKwatWqedPISZZlxMbGIi8vD62trePWj/NlvERERERERERERKP5N04PFn4u5uz81zslSUJHRwc6Ojpw5MgRbNy4EXl5edi2bZtvXXMm1jjFmnNaWhrWrVuHgwcPjjkTK35uamrC6dOnsXPnTs7PERER0U1P1DtRUVHYuXMnHA4HysvLJzzH6v%2Ba0%2Bn0Be3433Muws87Oztx%2BPBhAOPvIYyOjkZKSsq01pyiLrbZbL77ir4wPT09cLvdvt404vsOVmey9iQiIiK6cfjPjXZ0dODUqVP4y1/%2Bgp6engn7I%2Bbk5OBv/uZvptTzj4iIiG49cxVofa1%2By5PpgUdTNzr8XKxvu91u1NbW4g9/%2BAO%2B8pWvIDMzc24HSkRERERENE1UP/jBD34w14MgIiIiIiIiIiKiG4vYoOtyufCTn/wE1dXVE27u1Wq1WLFiBe6//37s3LkTGRkZ0Gg0CA8PBwBEREQgKioKRUVFWL16NdRqNZqbm%2BF2u30NT4M1EvV/rbu7G1arFXFxcTCbzde9gVjcc9myZVCpVLBYLHA4HL7PM1EIerB7Bfs5GPFdJSUl4cknn7zupvcibL6urg4nT54MOmaVSoWoqCjcfffdDEEnIiKiGScaIpjNZhQUFOD06dMYGRkJqbYSr9vtdpjNZmRmZs75QTH/UKfU1FTExcVhcHAQbW1tE9au/u8XvF4vUlNT8cwzzyAmJoYH4YiIiOiGIuah9u3bh/r6eqhUqoA6SDTHWr58ObZt2zbtz2f4OREREd1KJgo/F1paWtDe3o4VK1ZApVL56rXrId538OBB/OY3vwEA3z0F/3kwr9eL%2BPh4ZGdnY/PmzVi5ciU2bNiAjIwMpKWlobe3F5Ikwel0Bn3/RFQqFYaGhnDy5EmkpaUhISEhpM8VHh6OpKQk5Ofno6GhAT09PRM2KR1NjE2MU6yPu91ueDyegLlAcb/R9bD/vXJycvDkk08iJiaGdSkRERHdtBRFgVqthkajwblz54LWrUDgvr%2B2tjYsWLAAcXFxszza4EQdXVlZicbGxqDXqNVq6PV67Nq1y7cHkoiIiIiIiIiIaL4Qa5XNzc3jhp%2BPJtY6xbpwc3Mzzp49i7q6OvT19cFsNkOn0/mun8p6dLDxqtVquFwuHD9%2BPOi5DPG73W5HcXEx9Hr9tDybiIiI6EYQExMDk8mEwcFBWCyWa/ZgCfbzXIWfA0BbWxv2798Pr9c7bj26YMEC7Nq1a1oDo8S99u3bh7q6uoDvIyoqCps3b%2BY%2BPiIiIqJ5bnSo6HjzkuLv4rXz58/jnXfeQVlZGfr7%2B4POjYq50NTUVHz/%2B9%2B/7p5/REREdGt59dVXMTQ0hJSUFF8vutkKQRfPstvtOHz4MNRqddAe0CaTCVu2bJmTcPZbTbDw89FztG1tbejr60NpaSlrTSIiIiIiuikwAJ2IiIiIiIiIiIgmRRyGc7vd%2BM1vfoPy8nLfxht/YnOvXq/Hl7/8ZWzfvh05OTkAxt9ELMsywsLCUFhYiISEBAwPD8Nqtfo2Bc9GCLo4tCdJEhYtWgSDwQCHw4HOzk54vd4xQU5T4d9g3%2Bv1Ij09fcrhl%2BKeH330Eerr68f9ztLS0nDPPfdM7QMQERERhUjUWCaTCfn5%2BThz5gwcDkdIIUeyLMPpdKK5uRnFxcUwGAzT2izrevhvPI%2BPj0dqaioAoLGxcUwwkj//v6nVahQUFOAf//EfGXpERERENyRRj%2B3evRs2m23cuq6goABLly6d1mcz/JyIiIhuJaGEnwvTGYJeXV2N1157DX19fWOaPfn/npOTg7Vr1%2BJb3/oWbrvtNhQWFiInJwfp6em%2BWnDVqlVYuXIlenp64PV6MTg4OGETVn9ijXZ4eBiVlZVISkpCQkJCSGupsiwjNjYW69evh8VigdVq9dWOoQaw%2B4e8j/dasOeK1yIiIlBSUoLHH3/c1xCLdSkRERHdrETtqSgKTp48OeGasPjb4OAg3G430tPTERkZOavjHY8kSairq8OFCxeCvq4oCqKjo3HnnXeyARUREREREREREc1Lzc3NeOedd3Dy5Ek4nc4Jw8/9iXMSYq6vo6MD1dXVOHbsGCRJgtvthtlsDpgLnK6zHWlpabBarWhubh4zpyh%2BHxkZQVFREZKSkub8XAkRERHRbIqLi4PRaAwpBD0YUQ9mZmbi29/%2BNpKTk2d4xJ/Vlh9//DEqKyuD9qUR9VxKSgo2bNgwIzVeWVkZLBZLwH0TEhKwadMmrvcSERERzWOiB5/b7UZdXR10Oh3Cw8MDrnG73ZBl2VfrdXZ24tChQ/jlL3%2BJpqamcedGxbnkxMRE/OAHP5hSzz8iIiK6dfzrv/4rDh48iKGhIej1eiQlJc1qCLp4Rk9PDw4ePAhg7BlXr9cLnU6HzZs3Q61Wz/iYbmXXCj8XAfVarRZ/93d/B4PBMIejJSIiIiIimj4MQCciIiIiIiIiIqJJEeFB77//Pg4cOACHwzHmGrG5Nzo6Go888gjWrFmDmJiYgHuMRxxIS0tLQ2JiIgDgypUrcxaCnpGRgbS0NMTGxuLChQsBG5mnssnI/3CeSqXCokWLpiX80uv1YmBgAO%2B99x66u7vHjFHcd/v27cjPz2eTByIiIpo1o0PQKyoqMDw8fM0mC6LWGxoaQnV1NdavXw%2BtVjvndYz/xnODwYDly5cjOjoaHR0dGBkZCQiiEuMUnzMrKwsbNmzA1772NURFRTH0iIiIiG5YIyMj2LNnD4aHh8fUdKLOW7JkCQoLC%2BHxeKbl8P9shp%2BPPmg4WwcPiYiIiIBPaw%2BHw4Ef//jHsNvtY2qf8UxHCPrAwAD27NmD6urqMYfuxT0B4Pbbb8e9996L2267DRqNxlePifeI%2BikiIgJGoxGlpaVIT0%2BHJEkBTetDmSNUqVRwOByoqqqC2WxGQkJCSA0YFEVBWFgYVq9eDUmS4HA4fEHsk2kAGyr/5ljJycnYuHEjHnroIej1ejbEIiIioluGwWCALMuorKyccE5NkiR4PB50dnYiOjoaqampYxqUzjYx1urqaly4cGHM2EUNmZiYiC1btvjqSiIiIiIiIiIiornivybs9Xrh8XjQ2NiId955B8PDw77r/IPNQyGulSQJQ0NDqKmpwbFjx9Df3w9JkmAymQL25U1lf514r8fjQVVVFTweT9A9iS6XC21tbVi7du2czyUSERERzRZRKxmNRphMpusKQfd6vUhNTcV3vvMdJCcnz8rZCHH/06dPo66uLug4xfiTk5Oxfv36aTt3ItTV1eH//u//xowpPT0dGzdunLbnEBEREdH08t%2BX9/zzz%2BO1117D%2BfPnodfrMTIygtjYWACfzo3a7Xa0t7dj9%2B7deP/993Hw4EG4XC4AgX3%2BBHHmIzk5GT/4wQ9gMBim1POPiIiIbg3PPfcczp07BwDo6OhAX18foqKiZj0EHQC6u7tx8ODBcecFtVottm7dirCwsFkZz60olPBzt9uNyMhIPPvss0hNTZ3D0RIREREREU0vBqATERERERERERHRpNXU1GDPnj1oa2sb85rY3BsdHY1vf/vbWLZsWUiN5wX/zTtGoxGJiYlQq9VobGz0HVabrRB0MY7Y2FgUFBQgPz8fTU1NcLlccLlcvvtOdqOR/2eIj4/HunXr8Mgjj0xL%2BKUkSaipqcHbb78d9Lmiqf7999%2BPuLg4BjYRERHRrBI1lslkwsKFCycVgq5SqdDf34%2B6ujqUlpZCo9HMixB0MT5JkpCTk4NFixZh4cKFsFqtiIiIQH9/P7RaLTQaDRYsWIANGzbgvvvuw6pVq3xB7myIT0RERDeqjo4OvPPOO3C73WNeE/Xd4sWLsWjRohsq/FzUd6Lea2pqglar5QE/IiIimlWSJCEsLAzJycm4fPky7HZ7yO%2B93hB0cd2lS5fwxz/%2BES6XK%2BB9/jXYl7/8ZXz1q1/1rTn6N5gStZR/Q3xFUaBWq5GQkIDS0lLo9XrYbDb09/f75siuNUcoyzJGRkZQW1sLk8mEpKSka9Z64tmyLCM/Px/p6enQarW4dOlSyAHsoRjdpGDFihXYtWsXtm7dynlAIiIiuqWIubWoqChcvXoVnZ2dE14vyzKcTieam5uRkJCA5OTkOa2bFEWBx%2BPBnj170N7ePu51W7ZsQXFxMWs8IiIiIiIiIiKaU2Id0u12o7y8HA6HA3FxcUhNTUVxcTEMBgNGRkbQ09Pje49KpZrU%2BqhYq1UUBW63G/X19aiurkZVVRXMZjMkSYJOpxtzvmIyxPWJiYnggtY5AAAgAElEQVQ4d%2B4crFbrmHVc/3Hk5uYiPj5%2Bzs%2BUEBEREc2G0T1YTCYTBgYG0NraOqm6bvny5Vi5ciXCw8NnpYYStdrBgwfR0tISdJ%2Be%2BF2r1eJzn/vctK2/imefPHkS1dXVAc8CgAULFmD16tXT8iwiIiIimn6iXv3www/x3nvvwe12o6urC8ePH8f%2B/ftx7Ngx7N%2B/H/v378cbb7yBgwcPor6%2B3jcPOrr29K9/vV4vFixYgKeeeorh50RERBSS5557DhUVFZBl2VdnzGUIutPpxL59%2B8Y9FxsTE8MA9BkUavi5TqfDP//zPzP8nIiIiIiIbjoMQCciIiIiIiIiIqKQ%2BDcC2L17N86dOwcgcGOvaB6g1%2BvxzW9%2BE0uXLr2uZ/nfMzo62heC3tDQMOsh6P73TkhIwJIlS2A0GjEwMIDu7m7f6xPdX9xn9OaU5cuXY9euXdi%2BfTt0Ot20NL3v6OjAyy%2B/DJvNNqYRhfh5x44d2LJly6xtkCIiIiLyN5UQdEmS0NXVhfb2dpSUlCA8PHxeNKzy33xuMBiQlpaG9evXY8uWLVixYgV27NiB22%2B/HVu2bMGyZcsQHR3t%2B7xsiE9EREQ3Mrvdjv3790NRlDGviRotLy8PRUVFU37WbIWf%2B4dvtre3Y9%2B%2BfXj11VdRUFCAuLi4eVF/EhER0a0lPj4eaWlpqKurQ39/f8jvu54QdEmS0N/fj5/97Gfo7u4OmLMTa8EA8OCDD%2BLuu%2B8OuF8o9wY%2BW3fOzc31hVtevXrVV7uFGoJ%2B/vx5JCcnIzk5OaRn%2BzeAXbJkCVJSUuByudDb2wun0%2Bm7djJh6P7rwIqiQKVSwWw2Y8eOHfjGN76BtLQ0qNVqzgMSERHRLUXUSHq9Hv39/aiurp6wXhO1ksPhwKVLl5CZmYmEhITZGu4YYqx79uwJCIUa/fqmTZuQmZk5m0MjIiIiIiIiIiIKINZYnU4nXnzxRbz77rtoampCXFwcjEYjzGYzFi5ciM2bN0Or1UKv1%2BPq1asBa8Chro2Ofo/T6UR7ezvOnDmDiooKaDQaREZGBgShT5b/mmtFRQVGRkaCjsPhcEClUmHFihXcy0dERES3jNFnWLOzs9Ha2oqOjo6Q79HU1ASv14v09HRotdoZHO2nxHjLy8tx9epV32cYTZZlSJKENWvWQKfTTbkPiliDHhgYwEsvvRSw71LUsxs2bEB%2Bfj7PhxARERHNY/X19XjvvfdgtVoBBPbv6%2B/vR29vL3p7e%2BF2u31nXURtNzr8XPyuUqmwePFiPPHEE4iJifHNSRIRERGNxz/8HAjsRzJXIegulwt79%2B6Foihj5tskSUJERAQ2b94MjUYzo%2BO4FTH8nIiIiIiIiAHoREREREREREREFCL/xp7vvPMOAARteB8REYEHH3wQq1evnrYm7nq9HkajEXq9HnV1dQHhRqNNdwi6IDYT6fV65OTkYPPmzVCr1dDr9bBYLGMO20mS5GvQ778pWqVSIT8/H9u3b8fXvvY1pKenQ61WT0v4ucPhwOHDh3Hq1Cm4XK6A8YjvRKfTYefOnUhJSeFBPCIiIpoz1xuCLnR0dKCrqwvFxcXzKgRd8Hq9CAsLQ1hYGOLi4hATEwO9Xo%2BwsDBfMKcI6SQiIiK6kXV3d%2BPgwYMAEPRgHACEhYVh/fr1UzqoN1vh5%2BJ%2BHo8Hr7/%2BOj744AMcPHgQAwMD0Gg0WLJkCWs4IiIimhNmsxkZGRkzGoIuXrt48SIOHToU0ATKP/z8S1/6Eu65556A90yG//xYfHw8MjIyEBcXh9raWrjdbt/a6Xj8Q9BramqQlpaGpKSkkJ4r3i9JEtLS0lBUVITFixejs7MTKpUKg4ODAY2txHvEz%2BLZo79LjUYDrVaLL33pS9ixYwduu%2B02X1NW/2cTERERzSeinvFvuDRdDbfEPfLy8lBfX4%2B2trYJ98aJOmtoaAjnz59HdnY2TCbTlMZwPcS4T5w4gb179457XVpaGh566CGo1epZHB0REREREREREdFnRDCP0%2BnEs88%2Bi3PnzsHj8cBms6G7u9t3platVvvOtK5evRrZ2dkICwtDX18fhoaGfPcL9SyHuMZ/3dZut%2BPUqVNoaGiAxWLBggULAHza3H0y843iOrVajbq6Ot86brBzsp2dncjOzkZCQkLI3xkRERHRjU6SJN8eu4GBAfz5z3%2BGy%2BUK6b2ijqqrq4MkSbMSgi7qu/r6etTV1Y17ndfrxfDwMOLi4pCXlzfl9WrxPf35z3/G2bNnffv9xLMkScI999yD%2BPh47u0jIiIimqcURcGHH36Io0ePAggMMfcXLPDcn/%2B8p8FgwJo1a/DII48gKipqWnr%2BERER0c3tRz/6Ec6ePRsQfg4E9jye7RB0RVEwMDCAPXv2jHsOV61WY%2BvWrYiIiJiRMdyqGH5ORERERET0KQagExERERERERERUcguXbqEV155BYODgwFN7oFPN%2BGo1Wps3rwZmzZtQmRk5LQ9V1EUREdHQ6vVory8HE6nc8LrZzIEXYxHlmUsWrQIa9asQX5%2BPjIzM%2BF2uxEREYH%2B/n5f2LmiKIiNjcWCBQtQUlKCBx54AFu3bh0TljQdG5Tq6uqwe/du9PT0jLm32Bizfv163H333VN%2BFhEREdFUiaAjk8mE/Px8nD17NuQQdEVRfCHoRUVF8yYEXRivzmPgEREREd1s%2Bvv7ceDAAXg8nnFrOJ1Oh23btl33vNxshJ%2BLA4Q2mw21tbX4%2Bc9/jiNHjsBqtQL49KCZx%2BNBaWkpwsPDWc8RERHRnJjpEHTxt9dffx11dXVjQjABYNu2bbj//vt9c3jXW%2BP5N3GIjIxEVlYWMjMzcebMGbhcrjFN7EcTa7EOhwNVVVVYtGgRjEZjSHOE/s/WarUwm81Ys2YNVq5ciaioKERGRsJut8Pr9fpqT/9GBF6v17dOnpqaivz8fNx777247777sGzZMl9Q53yaryQiIiICPpsDE//6r13613b%2Be%2BSut54Rc3aSJCE/Px%2B1tbVj9rQFG58syxgcHER1dTVyc3NhNBqv6/nXS4zv0KFDuHDhwpjXRR28aNEirFy5EiqVijUfERERERERERHNOnG%2B1el04l/%2B5V9w4cIFyLLsm%2Bvr6upCV1dXwJlaMS%2BYlJSExYsXY926dXC5XAgPD0dXV5dvPTTUIHQAY97T3d2Nuro6nDt3DpcvX4bJZEJMTExACFEo82kRERG%2Bs8Sj3yOe6fF4kJqaioULF85ogAARERHRfKIoClQqFVpbW/HMM89gYGDgmnvtBP8eLLMVgi7qtIaGBtTU1Ixba4q/OxwOLFy4ENHR0VN%2Bdm1tLT766CPfXkD/5yQmJmL79u2IjIxkHUlEREQ0z4ga8tSpU3j55ZcBTG7O0p9/j8SsrCxs3boV9957L3Q6HcPPiYiI6Jr%2B%2BZ//GZWVlVCr1QFnSoW5DkEvKyuDy%2BUK%2BnpERAQD0KcZw8%2BJiIiIiIg%2BwwB0IiIiIiIiIiIiuibRjPTEiRM4ceIEFEUJ2GwhNmAkJyfj3nvvndbNFiKsaGBgAM899xy6u7tD2pA8UyHoAMZsKEpISEBubi7WrVuHbdu2Yd26dbj99tuxc%2BdObNmyBbt27cKOHTuwdOlSxMfHQ6vVTvumpNbWVrz00ku4evXquN9PXl4eHn74YURERLDhPhEREc0LUwlB93g86OjogNVqnZch6ERERES3gpGREXz44Ydwu91BX5ckCR6PB4WFhYiLi5v0fNhshJ%2BLe1VXV%2BMPf/gD9u/fj9bW1oCmr4qiwGazYcWKFb5ASyIiIqK5MJMh6F6vF729vXjjjTfQ398/Zo4uPz8fX/jCF3whlFOdh/N/vyzLSE5ORlFREY4fPw6n03nNOUL/EPSzZ89i1apV0Ov1IYegC4qiICwsDHq9HgUFBVi7di3Wr1%2BPtWvXIisrCwsXLkRKSgqysrJQWFiIxYsX44477sAdd9yBu%2B66C5s2bUJqair0en1Avct5SiIiIppvRH3S398Pi8WC/fv3o6ysDPv27cMHH3yA2tpaXL58GS6XC1FRUdBoNL73Xs86rLheq9VCq9WioaEBw8PDE75H1HiDg4OoqqpCVlYWzGbzJD/p1FRVVeF///d/AQQ2ThX7/dRqNb7xjW/4GpMRERERERERERHNJnFu1u1248UXX0RFRYUvyGeiM7X%2B68SyLCMyMhIlJSVYu3YtDAYDAMBmswXsBQw1WMg/UBIAent70dzcjEOHDqG7uxuDg4PIyMgA8NkZkvHm1sSaq9lsRmtrKywWy5hrxedtbGxEaWkpoqKiJv9FEhEREd1gREBjW1sbnnnmGfT19UGtVgecsbiW2Q5BF3VcWFgYjhw5MiYUyH9cwKd1ZHx8PHJzc6%2BrF4t4j8PhwO7du1FVVRUwDvGcDRs2YP369VzvJSIiIpqHJElCY2MjXnjhBTgcjknXvADGBFKuWbMGX/ziF7Fq1SpfXxqGnxMREdFEFEXB1atXUVdX56sdxpvXmu0QdEmSEBYWho8%2B%2BgiDg4NjXpdlGeHh4di4cSP0ev20PvtWxfBzIiIiIiKiQAxAJyIiIiIiIiIiomuSJAl2ux0///nPMTg4OGYDjvj53nvvxerVq6ftuf7h50899RRaW1t9jRZCMdMh6KOfpVKpIMsy9Ho9YmJifP9qNJqADUjT3fTeYrHgv/7rv3D58uVxN0eZTCZ8/vOfR15eHmRZ5mE8IiIimjdEnWQ0Gicdgu52u9HR0YGuri6GoBMRERHNAUmScPjw4QmDi5xOJ9LS0pCbmzsvw8%2BFN998E%2BXl5XA4HGPGqVKpIEkSCgsLkZ6ePiMHDYmIiIhCNVMh6JIkobW1FW%2B99RaAwCb1Xq8Xt912G9auXTtjdZCiKDCZTFi2bBkqKiqCrkuPJtZoh4eHUVlZidLSUuh0uknNEfo3NxVzlZGRkYiNjUVWVhby8/OxdOlSLFu2DIsXL0ZhYSFSUlJgMpkQHh7uG7v/OjARERHRfOFfFzmdTuzbtw9/%2BtOf8Prrr6O6uhpXrlxBR0cHenp60NLSggsXLuD48eM4cuQI3G43vF4vzGbzmJppMmRZhsFgQG9vLywWS0CAUjBiz9/g4CCqq6uRkpICo9F43fN%2Bk2G1WvH222%2BjpaXFF6IkiP2Ga9aswaZNmxAWFsb6j4iIiIiIiIiIZp3YN/f%2B%2B%2B/jwIEDcLlcY876%2Bp%2Bp7erqgsFgQHx8vG%2BOTayLyrIMtVqN3NxcLF68GEuXLoXdbocsy%2Bjv7x%2BzZnwt/teoVCq43W40NTXh5MmTaG5uRn9/PxITE6HRaALeM3rdGvi0SbzNZkNlZeWYtVj/zygCMnmOhIiIiG5mImSpvb0dTz/9tC/8fPTaq389FEoo02yEoAOfnvMoKyvDyMjIuOOSZRkejwcXL17EwoULER8fP6kazz/E8ve//z0OHDjgu694niRJMJlM%2BMIXvgCz2cwakoiIiGgecrlcOHToEM6cOeOrEUOZnxR1nTgrI8syEhIS8PnPfx5f//rXfT0HRT1MRERENBFJklBQUICwsDDU1NT4zrHOhxB0RVHgcrmwd%2B9eDA0NBR2PSqXC1q1bERUVNW3PvVUx/JyIiIiIiGgsBqATERERERERERHRhMShrfLychw9enRMY08hLy8PDzzwAMLCwqZlk8144ef%2BQUehmMkQdH/BmiyM/n26D785nU5cunQJ//M//xMQfj56Y1R4eDhKS0uxffv2GT14SERERDcf/4P94veZONAvmnCZTKbrCkFvb29nCDoRERHRHAgLC0NFRQU6OjqCvu4/L7d06VJERkaGdN/ZDj8HgOjoaJw6dcoX7DSa1%2BtFTEwMli1bxlqTiIiI5txMhaA3Njbi6NGjAc0YvF4vMjIy8Oijj0KtVs/4HKHBYMDixYvxySefoL%2B//5rPEuvBfX196OrqQnFxMTQazaTHOdGarqIovvuJtfKJ1oeJiIiI5gPRxNPtdqO8vBxvvPEG3nvvPXR1dUFRFKjVal89KElSQHPPgYEBnD9/HsePHwcAxMfHIyIiwlcPTbb%2B0Wq1SEpKwtWrV8edS/TnH4JeW1sLg8GAuLi4gGCk6eZ0OnH8%2BHGUlZXB6XQGzBH675m88847kZeXxxqQiIiIiIiIiIhmnViztNlsePfdd2GxWMa9TpZlSJIEq9UKp9OJrKysgAb3o8%2BIaDQamM1mLF%2B%2BHKtXr4bX64Xb7Ybdbg84VxLqvJi4r2jq39raik8%2B%2BQQnTpxAWFgYZFmGwWDw3c9/3lG8Ny8vD9XV1ejq6gp6f0VR4HA4sHnzZs7XERER0U1L1Hatra3jhp/7r/fqdDq4XK6APivj3XM2QtC9Xi8iIyPR19eHurq6cc8Li2Aml8uFU6dOYcmSJYiNjQ15H6C45o9//CP%2B8pe/AAhc5xWfNy8vDzt37oRarWYNSURERDQPqVQq5ObmYnBwECMjI%2Bjr6/PVkKKm8z9HLM6%2BiNckSYJWq8V9992HO%2B64Axs2bAAQOF9JREREFApZlpGbmwu1Wj2vQtDFfNehQ4fQ19cX9L5hYWEMQJ8GDD8nIiIiIiIKjgHoRERERERERERENCGxoeXtt99GS0vLuAfKFi5c6NvsO1vh56MP3IVyAG8mQ9Bng9i81NXVhfLycrz66qtoaWkJuiFG/G3hwoX42te%2BBoPBMIcjJyIiohvB6Gb1ow9wjW4uNZ0bqxmCTkRERHRjEfVWbW0tmpqagtZt4ndFUVBUVISEhIRr1mlzEX4OfHqI76OPPoLD4RjzmhhvSkoKSktLp/QcIiIioukyEyHoNTU1OHv2rO9aUeNt2bIFJSUlvhDNmeIfgl5cXIyamhr09fVdc45QvNbb2wtJkpCdnQ21Wj2t4/IPSOe8IxEREc13Yr7M5XLh97//Pfbt24e6ujoAn9V4ovGV4D%2BXJ9aCXS4Xqqur0d7eDkVRkJ6e7msSP5mayOv1IioqCunp6aipqUF/f39INZ4syxgaGsLFixd9gUiiCdd0rlUDwPnz5/G73/0Ovb29AWMT3wUAbN26FV/84hdn5PlERERERERERETXIuajDh48iH379gX8bfR1Yu01NTUV27dvR2ZmJsLCwsa9p5gHCw8PR2RkJJYsWYKioiJkZ2ejo6MDXq8XIyMjvutDOecBBM6jSZKE/v5%2B1NTU4OTJkwAAvV6PqKiogPMpYuySJMHlcuH8%2BfNQFCXgeeK6rq4uREdHIycnZzJfJREREdENQ5IkDA4O4t///d/R0dEBtVo97hmLzMxMfPWrXwUAWCyWeRGCLmrBoaEhnDhxAsDEfWHUajVGRkZw7Ngx5ObmIj4%2BPuB1//rXf93a6XTilVdewbvvvut7hn/4udiX%2BO1vfxuxsbE8f0xEREQ0T4lg0aVLlyIvLw/Z2dno6enx7SUU1/hfDwBRUVHIzc3Fjh078MADD2DlypUwmUwAMOPnYIiIiOjmJcsy8vLy5lUIuizLUKlUOHr0KLq6usa8LkkSVCoV1q9fj9jY2Ck/71bF8HMiIiIiIqLxMQCdiIiIiIiIiIiIJuT1emGz2fD6668HDf%2BRZRmSJGHXrl3IzMyc8kGvUMPPRTP%2BuLg4lJaWwmKxwOPx3LAh6L29vWhvbx8TUi4%2BkyBJEi5cuIBXX30Vhw8fRldXV9ANMeL7SUxMxGOPPRZwsI%2BIiIhotNGB5o2Njbh8%2BTIqKipw6tQpNDQ0oKGhATabDVqtFpIkISwsbEwg%2BlSJMRiNxusOQbdarQxBJyIiIpoFos5Sq9UoLy8ft16TZRkjIyNobm7Gxo0bERYWNu7hvLkKP/d4PIiIiMC5c%2BfQ2dk5Zmzi9%2BTkZKxZs2ZKzyIiIiKaTmazGZmZmVMOQRdrkpcuXUJFRcWY9ce/%2Bqu/Qnx8/KzMtYmaLyYmBoWFhTh37hwGBgZCmiN0Op0YGBhAWloa4uPjGUpJREREtyQxX%2BZ0OvEf//EfOHbsGAYGBgAENnkPhajB2tra0NTUhO7ubhQXF0OW5TH72iYi1oENBgNycnJw%2BvRpOByOcZt/CWLPn8PhQGNjI3p6ehATEwOTyTStdV5DQwNefPFF31488R35h58vXLgQX/nKVxAdHc2GqERERERERERENCdECPlbb72F9vb2oGuo/vvssrKy8Pd///fIz88PGn4%2B2ujzIVFRUcjIyMDy5cuxdOlS2O12uN1uDA0N%2BZ4bahC6GL8kSXC73RgeHsYnn3yCuro6XLlyBdnZ2VCpVL45QzH/FhUVhWPHjmFoaGjcZ0VHR2PlypUhjYGIiIjoRiT2xfX09KCvrw/AZ3WfqP0yMjJ8tZ/RaMTg4OC8CUEHgLS0NFgsFrS0tEy4r09RFF8I%2BokTJ6DT6aDRaBATEzOmXhW1ZXV1Nd544w189NFHABB0zVer1eLOO%2B/E0qVLIUkS13uJiIiI5ilR30qSBIPBgAULFmDVqlXYtGkTsrKykJ%2Bfj%2BzsbGRmZmLhwoXYsGEDtm3bhp07d%2BKuu%2B5Cbm4uoqKiAnrN8EwJERERTcV8DEEHgMOHD8NqtY77%2BsaNG2E0GqflWbcahp8TERERERFNjAHoRERERERERERENCFJknD16lW89957426y8Xq9WLduHdLS0mYt/Nzj8cBkMuG73/0uli1bBlmW0dDQMKsh6NOxgUjco6ysDD/%2B8Y9hs9lgs9mQkJAAt9sNlUqFkZERDA4O4uOPP8aBAwfwq1/9Cm1tbRgZGQlosiqI7ycmJgbf//73kZycPKUxEhER0c3J/8CWx%2BNBa2sr3n77bbz99tt4/fXX8fHHH6OyshIXL15EdXU1Kisrcfz4cRw6dAhnzpzByMgIwsPDYTAYpnVztTiQZjKZrisEvaOjgyHoRERERLPI5XLh8OHDcLlcQWs2MSdnt9vh9XpRUFDgu86/Tpur8HMAvrnBiooKXL16ddzrTCYT1q9fz/qSiIiI5hWTyXTdIegdHR1Yvnw51Go1AKC9vR0nT56ESqXyzavFxcXh85//PCIjI2fqI4zhH4JeVFSE06dPY3h4GGq1etzATlGj9fb2Ynh4GGvXrg1ofkVERER0KxDzZSMjI3j22WdRU1Pjey3YPrNr8d9vNzg4iPr6ely%2BfBmrV68OqBlDIWozo9GIhQsX4tixY3C5XBPWeP5jcLlcaGtrQ01NDaKiopCenu675nprPkVRcPHiRbzwwgvo7OwcNyA%2BLi4O27ZtQ0lJCWRZZn1JRERERERERERzQpIk9PX14c9//jNGRkYmDD/Pzc3F008/jZiYmOt6jj%2BdTgej0Yi1a9ciNzcXcXFxaGtrg6IocLvdvjnEyYShi2vtdjsaGhpQUVEBm80Gg8EAg8Hguy4yMhKRkZE4e/bsmLk7Mc7m5mbk5uYiMTFx0p%2BViIiI6EYQHh6OjIwMAJ/u8RsaGoIsy771zczMTDz%2B%2BOO%2BeshoNMJsNs%2BbEHSxnhsfH4%2BGhgbY7fZrXq9SqeByuVBVVYWGhgYMDAxAo9FAo9HA7Xajq6sLbW1teOWVV1BWVoba2loACLrmK8syiouLsWPHDt95aCIiIiKav0bXa%2BHh4dDpdEhPT0deXh6KioqwZMkSlJSUICcnB8nJyb55UFF7suYjIiKi6SRC0MPCwiYdgt7b2wu9Xj9tIeii3jl9%2BjQsFkvQeT%2B1Wo2tW7ciNjb2up9zq2L4ORERERER0bUxAJ2IiIiIiIiIiIiu6eLFizh16lTQJqiioWdpaSnS09Ovu5no9YSfP/7448jKyoJOp0NCQgLUanVIIehifMFC0K%2B1IcjpdMJmsyEyMnLKG4gURYEsy6itrcVLL70Et9uNy5cvo6Kiwhd2fvToUfzlL3/Bhx9%2BiPLycjQ2Nvq%2Bh2CfTxzIi46OxjPPPMMNMURERDSGqF9EDXPq1Cm8//77%2BO1vf4va2lpYrVbfpltR64m6RzTL7%2BnpQWVlJWpra9HU1ISFCxciLCxs2g6BiecZjUaGoBMRERHNczExMbDZbGhoaBi3VhN/d7lcSEpKgtlsnjfh58Bnh/xOnDiBlpaWMbWj%2BD0zMxNr1qyZlmcSERERTafrDUG3WCzo6urC0qVLIcsyrFYrjh49GtAA1Gw2Y9euXdNWe4VK1IAGgwFFRUU4fPgwXC7XuOukwGdN8ltbW%2BHxeFBUVMR5QSIiIrpliCbwTqcTzz77LOrq6iYVODQe//1xkiShtbUVVVVVKC0thUajmdT%2BOVHjmc1m5Ofn4%2BOPP/bN8000TvEMRVEwODiIkydPYnh4GBqNBiaTKeR9fP7X2O12nDlzBr/61a9gtVqDNsKXJAmyLGPNmjW45557EB4ePuWGY0RERERERERERFNhtVqxf/9%2BeDyeoGd9FUVBdnY2nn76aWi12mk7SyHOwhqNRhQWFqK4uBj5%2BfmwWCzweDxwOp2%2B8YQyLyleF3Nwvb29qKurw%2BHDh33PM5vNvvtVV1ejv79/zL3F3KJGo0FxcTHDjYiIiOimFR4ejtTUVEiShI6ODgwMDMDr9SIzMxOPPfYYkpKSAHy2Jmo0GmEymeZFCLqozyIjIzE0NIQrV67A6XRO%2BB4xJo/HA5vNhqqqKhw5cgRlZWUoKyvDe%2B%2B9hwMHDuDKlSsYGBgAMDb8XHwmg8GA%2B%2B%2B/H3l5edPyeYiIiIhodk1mvo9zg0RERDRTZFlGbm7upEPQOzs70dfXN20h6OJ9n3zyCZqamsZ9fd26db71VgoNw8%2BJiIiIiIhCwwB0IiIiIiIiIiIiGpfYGHPq1ClUV1dPeJ1er8fy5cuvazPN9YSff%2Bc730FOTo7veZGRkSGHoAOfHVbr7u5GZ2cn9Ho94uPjoVarg34G0eihvr4eP/rRjxATE4P09PTr3kAkNiVZLBb827/9GwYHB6FWq33PcTgcGBwcRE9PD4aGhnwNIGRZ9o1nvPsmJSXh%2B9//PjfEEBER0Rii6ZTX60V7ezveffdd/OY3v0FTU1PQ8CCxAVf8bXRDqoGBAVy%2BfBlVVVVQqxCUYJEAACAASURBVNWIjY2FVqudlqbvooG9yWRiCDoRERHRPCXqvt7eXpw5c8Y3dzWaqMN6enowMjKCvLw86HQ6AHMffi7uJ8syysrK0NHRMW4A%2BsqVK1FUVDRtzyUiIiKaTtcTgu71emGxWGCz2VBSUgKv14u9e/cG1EM6nQ5btmxBWFjYTA19XKIWjI2NxcKFC1FeXg632x1SI1a73Y6MjAw2aSAiIqJbglgHdjqd%2BMlPfoKampqggd6jTXb9VIQRdXV1oaamBiUlJYiMjJz0PRRFQXx8PAoLC3H8%2BHG4XK6Qw9rFmnZ9fT0aGhrQ0tKCnJwcAJ82lBLEZxfP8w8%2BunDhAt5//33s2bMHPT09Qb8rMZ5Fixbhm9/8JnQ6ne97JiIiIiIiIiIimisWiwUfffTRmL%2BLc67Jycl44oknYDAYpnU%2BS8ytibk2g8GAtLQ0rFu3DhkZGVCr1Whvb4eiKAHrtqHMQfqfU3G5XKiurkZlZSWsVisSEhKQmpoKj8eDysrKMXOI4ve%2Bvj6sX78eOp1uWs6zEBEREc03Xq8XGo0GqampkGUZ9fX1iI%2BPxxNPPOELPwcQ0P/EaDTCaDTOixB0r9cLtVqNlJQUtLS0oLW1NaT3AJ%2Bt3SqKgqGhIQwODsLtdgd8Xv/rgU/XlRVFgVqtxiOPPIKVK1f6rmGtSERERERERERE12O%2BhKADwOnTp4MGoItnr1q1KmDekCbG8HMiIiIiIqLQMQCdiIiIiIiIiIiIxiU2xDQ0NOCTTz6ZsMloTEwMNmzYMOnNNIqiXFf4eXZ2tm%2BM/iHocXFxGBkZQXNz84Qhl/4bgmw2G9rb2wEAycnJYwIyRaMHu92On/zkJ%2Bjo6MDZs2eRkpKC1NTU69pAJEkSuru78etf/xrNzc2QZXnMZxbXifH6/zv6dSEnJwdPPPEEkpOTQx4LERER3RpETeN2u3H48GG8%2B%2B67OHToEAD4mlpdqwG%2BIGoS0eC%2Bp6cHDQ0N6OrqQnJyMqKjoxmCTkRERHQLELVVeno6Kisr0d3dPW69JWo4i8UCl8uFZcuW4ezZs/jpT38Kp9M5Z%2BHnYmwA8MEHH8Bms437OVetWoXc3Fw2vSIiIqJ563pC0BVFQVtbG4aHh1FaWooLFy7AarX6Xo%2BLi8O2bdumvQYLlViLjY%2BPh8lkwrlz5%2BDxeCZsxAoAAwMDMJlMKCwsZP1GRERENz1JkuB2u/G73/0OR48eDWjy7m%2Bi0CExHxdK3STLMmw2G86fP4%2BioiLo9fpJj1eEoBcUFODMmTNwOBwhvdd/319fXx8aGhpw%2BvRpXLp0yRdupNfrAz6LCF06d%2B4cDh8%2BjF//%2Bte4dOkSHA5H0PBz0Qw/MzMT3/3udxEVFcXwcyIiIiIiIiIimjXi3EOwuTxJknDs2LEx82mSJEGr1eKee%2B7B4sWLQ57rmyz/eyqKAo1Gg5SUFJSWliIrKwupqaloamqC1%2BsNWNcNNQhdXO9wONDQ0ICamhpcvnwZS5cuRXNzM%2Bx2%2B5j3ybKMoaEhOJ1OlJSUcB6PiIiIbkqingoPD0dSUhISExNx7733IjExMei1/iHoJpNpzkPQxRqxVqvF/2fvzoOjus60gT%2B399a%2BS0gI0C5AICSEBAIZJGHAGINtsMnqZJKZMDVxPEmmUpVJTTwTZ5ylZlKVSsrJzHhqPLbjmLET29gBY7FLCMRihEAgCSSB0L6v3S31cvv7w9%2B57taGltaCeH5VLqO%2Bt%2B89t/9669xz3icpKUnZjzwRY/VaGR5CJLi%2BAz5w4ABycnKU87mOkIiIiIiIiIiIpmOuQ9DFd27duoWqqqoRc33ierm5uQgPD5/ewz4kGH5OREREREQ0OQxAJyIiIiIiIiIiovu6e/cuSktLRz0mFri0tLQgPDwcS5cunVT4uUqlwsDAAP7lX/4FjY2Nkwo/Hz4GAPDz84Ofnx8aGhrQ2dk5bjim64Kfnp4e1NfXo6mpCQkJCTAajW7ntra24uWXX0ZTUxO0Wi3sdjsuX76M8PBwLFmyZNILh8xmM44ePYqLFy/CZrPdN8BzNK7P5uPjg9TUVBw4cIALjYiIiGgEUXfZbDa8/fbbOH78OGprawFg1IbukyVJEiwWC5qamlBbW4vY2FgEBAQwBJ2IiIjoISBqTb1ejxs3bsBqtY56nuvmvNraWjQ2NuL999%2Bf8/BzUbN2dHTgyJEjGBoaGlFnqlQqGI1G7N27F4GBgawniYiIaF6bSgi63W5HU1MTzGYzTCYTWlpalGM2mw3r1q2Dv7//TA35vkT9FRoaCrVajaqqqnHn%2BVybsKalpSEoKGg2h0tEREQ065xOJ4qLi3Hy5EmYTKYRx4c3YYqIiEBkZCSWLVsGf39/6HQ6t9pxrAZcw6/Z3d2NqqqqaYWgh4aGYsWKFbh9%2BzYGBgYmtI5OnCNJElQqFfr7%2B9HQ0ICioiJcvHgRZWVluHjxIm7evInS0lIcOXIEH3/8MY4dO4by8nLY7Xbl%2B6PNBcqyjIiICLz44ovw9/dn%2BDkREREREREREc0a17mo7u5uGI1Gt30ZQ0NDOHnyJCwWi/IdMc/l4%2BODZ599dtbe7YoxiXe3ERERSE5ORkZGBsLDw2GxWNxCLScyxybm68ScZl9fH%2B7evYsLFy7AYrGMuj5RfEer1SIrKws6nY7hlkRERLRgOZ1OGAwGLF26dNx3tPM5BN3LywspKSmorq5GZ2fntK87/B7iub71rW8hLy8PAMPPiYiIiIiIiIjIc%2BYyBF2cW1NTg/Ly8hF7IkSvlo0bNyIiImL6D7vAMfyciIiIiIho8hiATkRERERERERERGMSi2Hq6%2Btx%2BfLlMTexicYDKpUKcXFx8Pb2vu%2B1XcPPf/azn%2BHu3btTCj8fTXBwMADg008/HXfznSAW8VgsFtTV1eHcuXNwOBwYGBhAW1sbiouL8frrr6O1tRVqtRp2u11ZiFJaWors7OxJNXCVZRllZWU4cuQIurq6Jvw91/G6LjRaunQpHn30UTz99NPKsxMREREJIiTSarXiN7/5Dc6ePas0r/dE%2BPnwe3V0dKCiogIJCQkICgrySOA4Q9CJiIiI5i9RV4kA9K6urgltzmtoaFBq1bkKP3cd//Xr13Hy5MkR4xbzcN7e3ti9e7dHGncRERERzbTJhKCLeshqtcJqtcJsNqO3t1c5LssysrKyEBYWNqNjngitVgsfHx90dnaiubl5zLlB0TDC4XDAaDRi5cqVSp1JREREtJCI9X1msxnvvfceqqurAcCt7hHvhHU6HZYtW4Z9%2B/bhy1/%2BMnbu3ImNGzdiy5Yt2Lp1K3x9fWEwGO7b8N6VJ0LQnU4ngoODkZycjM7OTvT29sJms024fhseiGSxWNDa2oqmpibU1taipqYGbW1t6OnpUd6Nj/VsYjxLlizBP//zP8Pf33/G5iWJiIiIiIiIiIiGcw0/f/fdd/Fv//ZvSEpKcmtMbzQa0dDQgLq6OmWeS8yj7dy5Exs2bJj1cbvO4zmdTvj5%2BSE%2BPh65ubkIDg5GYGAgamtrlfm34eMezfAm/TabbdTwc1ednZ3w9/dHYmIi3w0TERHRgiXqnInUO/M5BN3b2xupqamor69Hd3e3sqdkqnWc6/f0ej0OHDiA3NxcAO51NhERERERERERkSfMZQg6AFRUVKC8vHzMPR9r1qzB0qVLp/RsDwuGnxMREREREU0NA9CJiIiIiIiIiIhoTGIRjE6nw7lz58ZsECAWzTQ0NCAmJgbLli0b97pig5jZbMavf/1rVFZWjhq%2BOZXwc7F4JyYmBp2dnbh79%2B59G7EOv6fZbEZ5eTmKi4tx9uxZ3Lx5E2azWRmj2FSn0WiQn5%2BP1NRU6PX6Cd%2Bju7sbr7/%2ButJkYjKGbyJMS0vDF7/4Raxbt27SDWSJiIho4XMNP//5z3%2BOsrIypeYSNdxohjdBmOzi6L6%2BPpSXlyMpKYkh6EREREQPCR8fH4SGhqKoqOi%2BzbDG%2Bnu2w8%2BBz%2BYqrVYrPvroI9y7d2/EuMX83Z49e5CWljalzYNEREREc2EqIeg9PT1u4efi/aharcaaNWvczp0r/v7%2B0Gq1uHbtGqxW633rTovFgkceeQQ6nW62h0pEREQ040RtVlBQgE8%2B%2BQSA%2B/oytVoNWZbh4%2BODp556Crt27UJ6errSmN5ut0OSJKjVaiQkJCAlJQWLFi1CeXk57Ha72z3G4qkQ9ICAAMTHx8PpdKK7uxsmk2lSa%2Bsms0Zw%2BJykq6SkJPzjP/4jw8%2BJiIiIiIiIiGhWuYYyfvDBB3jnnXcAAJcuXUJkZKRbM/XGxkZcv359xJxYTk4OYmNj53SNm7iv2K8RExODtWvXIjk5Gf7%2B/ujq6oLJZFLO91QQpZgXtVqtWLVqFYxG45y/2yYiIiKaD%2BZ7CPrq1athNpvR19cHs9kMYGRPlfsR52u1WixduhRf//rXkZ2dDYDh50RERERERERENHPmMgS9vr4epaWlI74j/s7KysKSJUum94ALGMPPiYiIiIiIpo4B6ERERERERERERHRfDocDp06dgsViGXOBC/BZE/2kpCQsW7ZszMUzYuHN4OAgXnvtNVy6dGnU8E3RTD84OBjf/e53kZCQMKGxis1ukiRBpVKhrKwMdrt9whvcxMIf1zGNtiAFAOLj4/H4448jKipqQtcWiouLUVhYCIfDofweYy06Epvpho8hJSUFeXl5%2BJu/%2BRuEhIRAo9FMagxERES08Ilm7ENDQ3jppZdQVVU15sZ/8flEmtdPpK6SJAkDAwMMQSciIiJ6iDidTkRERMBms6GqqmrSG%2BzEHNlsh5%2BrVCp0dXXhnXfegcViGRF%2BLssyAGDHjh2Iiopi/UhEREQPlMmEoI/GNTgzPz9/wvOIM0XcOyoqCkNDQ6ioqBh3PCqVCr29vQgLC0NsbOwsj5aIiIhodrS0tOCtt95CX1%2Bf23yWWq2Gw%2BGAn58fvvGNbyAnJwchISEAPq%2Brhq9b0%2Bv1iImJQWJiIjo7O9Hb2wu73X7f97GeCkH38fFBbGwsIiMj0draiq6uLqXWm4ka1PW5/Pz8sG7dOjz//PPw9fWFLMsMPyciIiIiIiIiolkxPPz87bffBgDodDoMDQ3h0qVLCA4ORkREBDQaDcLCwlBaWqq8A9ZoNNBoNNi3bx8CAgIAzMx82mQMv394eDhWr16NnJwcaLVa6PV6tLS0uL2TnkzI5XDiu319fVizZg3Cw8Pn9N02ERER0VSI%2BkXUNp6qZeZzCLrRaFT2IJtMJrS3t0%2BoRhTjEu/I/fz8sGXLFuzZswerVq1yGz8REREREREREdFMmasQ9Pb2dpSUlIyY2xN/b9iwAdHR0R57zoWE4edERERERETTwwB0IiIiIiIiIiKih8DwYMfJbngzGAwwm82oqKhw%2B45rA9T4%2BHh87WtfQ1paGrRa7ZjXkiQJNpsNH330EQoLC2G1WkecIzaZBQUF4dvf/jaWL18%2B0Ud1e66QkBBcunTJrRHqRLkuQHH9t7iOl5cXnnrqKWRkZEzqugAQGxuL5cuXIyQkBLW1tQA%2BC3JyJRYtiXs7nU4EBAQgLCwMX/rSl/DYY48p92YjBiIiIhpONGO3Wq146aWXUF1d7dbsXhi%2B%2BDY6OhoJCQnIzs5GdnY2UlJS4O/vDy8vL3R0dCjnTSRwfD6HoHd0dDAEnYiIiMjDRE1lNBrR1taGtra2SV/D6XRi9erV%2BNGPfgRJkmY0/FxsDrRarfiv//ovt81prucAQFZWFvbt2zcj4yAiIiKaadMNQZckCV1dXTAYDEhKSprTuTQxNyhJEhISEnDnzh20tLTc93thYWFIS0ubhRESERERzb7a2lp88sknkGXZ7X2uaPL%2BwgsvICMjAxqNRvnO8JpO/C3WoYWFhSEmJgZ2ux1tbW0YGhqalRB04LNQp6ioKGRmZqKjowPd3d3KGsPphiANH694fx4TE4O8vDw8%2B%2Byz8Pb2dgucIiIiIiIiIiIimkljhZ%2Br1WrY7Xao1Wo4HA5cvXoV/v7%2BiIiIgLe3N65fv47m5mZlnsvhcCAvLw%2BBgYHzdn%2BELMswGAxYvnw5HnnkEYSEhMBoNKKlpQV2ux3AZ/OE4r/JUqlUypzmunXroNfrPf0IRERERDNCvKcVNZDrv8Wx6e6Dna8h6E6nEzqdDtHR0cjKyoLT6YTFYkFvb68yHo1Go%2ByZVqvVbu/G/f39sXjxYvzd3/0dsrKysGjRImXc87UuJiIiIiIiIiKihWUuQtDv3buHCxcujLm/IiUlBXFxcdN%2BtoWG4edERERERETTxwB0IiIiIiIiIiKiBU40QLDb7Thy5AhkWUZoaKhyfKKbtvr7%2B1FSUgIASkMFsVEuJSUFBw4cQGxs7Ljh52I8V65cQUFBAdrb20ccFw0XAgIC8Nd//ddITU2d0sYyWZah0WhgtVpRVlamLOYR454K1017%2B/fvx/bt2wFMbvOb2FgYEhKClStXIj09HRkZGZBlGf7%2B/kqzVqPRCL1ej9DQUKSmpmLt2rX45je/idzcXCQnJ8Pb23vS9yYiIqKHg6j/rFYrfv7zn6OqqmrM8HNRM0VERGDfvn34whe%2BgK1bt2LlypWIi4tDYmIiMjMzkZ2djSVLlsBsNmNgYABWq/WBDkFvaWlhCDoRERHRDAkKCoLD4UBFRQVsNtuEajQhMjISL7/8MiRJgtVqve9c43SImvLUqVM4d%2B4cLBbLqOMMCAjAE088gejoaM7FERER0QNrOiHoov7RaDRISUmBwWCY07rItcmryWRCeXk5AIxay4latK%2BvD9nZ2dDpdKzniIiIaMEQTd3/8Ic/oKGhQal9xHtgb29vHDhwAOnp6RO%2Bpmut5O/vj%2BjoaGi1WjQ2NmJwcHDGQ9AFp9MJg8GA9evXw9/fH1qtFg0NDW4B71MNQh/epConJwd79%2B5FVlYW9Ho9w8%2BJiIiIiIiIiGjWiPk8APjwww/xxz/%2BEQCU0HNxjvi7vLwcer0e8fHxiIqKwrlz52Cz2ZR5vezsbISFhc3Nw0yA67teAIiJiUFaWhoyMjJgt9shyzJ6e3uV8yc7D%2Bh6bmpqKgIDA7lXhIiIiOal4TXKwMAA%2Bvv7cf36dVRXV6OyshKNjY0wm82wWq3w8/PzSBD6fA1BF//XarVYvXo1Vq1ahaSkJNjtdkiShMHBQTgcDmUcKpUKsbGxWL9%2BPZ5%2B%2Bmk8%2BeSTCA8Ph06nG3FdIiIiIiIiIiKi2TDbIeitra04d%2B7cmOelpKQgMTERwMj5yIcVw8%2BJiIiIiIg8gwHoREREREREREREC5jD4YBarYbVasUrr7yCTz75BCdPnkRCQgIWLVqknDeRxSiLFy9GY2Oj0khULIxZt24dfvCDH8Df33/c64hFL/39/XjnnXdQVVU14t7imj4%2BPti3bx8yMzOnHHIkrmuz2XD69OlRN9xNpgGCa2jo3r178fTTTyvPNZmGp2Jc4jcMCAhAeHg41q1bhy1btiA/Px87duzAjh07sGvXLjz66KPYsGEDUlJS4O3tPWITIBcSERERkStRm9hsNvzud79DaWnpqOHnarUasizDy8sL27Ztw5NPPomsrCwYjUblOq7NEDQaDaKjo5GYmIhFixbhzp07MJvNYy6wdsUQdCIiIqKHh5jziomJgclkQlVV1biNsIYbGBiAn58f4uLilJp1Jmu0u3fv4i9/%2BQvu3bs34piodePj47F3715oNBrWi0RERPRAm2oIuqiBWlpasHjxYsTExMyLukiSJERFReHChQvo6%2BsbdUyiBnU4HNi6deuUAziJiIiI5iNR//zlL39Bd3e3Uvs4nU5oNBo8/vjjyMnJmfL6OwDw9vZGZGQkvLy8UFdXN6H3sZ4IQXd9V71s2TKsXbsWixYtQm9vLwYHB2G1Wt3uJ9YdjnUt8R/webOwVatWYefOnfjSl76EkJAQZT6Q4edERERERERERDRbxJzVO%2B%2B8g//7v/8D4B5%2BLoh5K4fDgcrKSjgcDoSHh6OzsxMtLS3QaDQAgNWrV2PJkiUPxN4IsdZQkiQEBgYiNTUVOTk50Gg0UKvVaGtrU%2Bb8JhuEbjab4XQ6kZGRMe9/ByIiInq4uNZAAFBaWopLly7h1Vdfxccff4wzZ87g8uXLuHr1Ki5duoQzZ87g9OnTqK6uRkNDAyIjI2E0Gkf0LJmM%2BRiCLog61tfXF9HR0cjKysKOHTuQnZ2NjRs3Ijc3Fzt27MATTzyB7du3Y%2B3atQgNDYVGo3kgamAiIiIiIiIiIlrYZjME3WQyoaioaERvQUmSoFKpkJGRgbi4OOWz4RwOx0O1d4Lh50RERERERJ7DAHQiIiIiIiIiIqIFSpZlJfz8pz/9KcrKypTwy7Nnz04qBF1s9vLy8kJFRQXMZjOMRiPy8/Px7W9/W7nuWNdwbQz67rvv4syZMwBGbzyg0%2BmQm5uL3Nxc%2BPr6Tus3cDqd8PLywsWLF2EymSBJErRaLZ599lk0NTXBbDbf9/ldN/8BwJ49e/CFL3wBwOTDz0e7rri22KioVqthMBig1%2BuVxhPid%2BKGOyIiIhqPa1OrgwcPoqioCA6HY0S9JRpi%2Bfj44Gtf%2Bxry8vKUunB4A4XhjRB8fHwQGxuL1NRUXLt2Df39/RNqJsUQdCIiIqKHg2sw0erVq9He3o66uroJhaCLTXilpaXQaDRYvnz5jNZm3d3dePfdd3HlyhXl/oKY7wwICMB3vvMdBAcHs1YkIiKiBWGqIeiilqusrMSKFSsQHBw8g6OcGFmWodPp4HQ6cf36dQAYtd7UaDSwWq1IS0tDeHj4bA%2BTiIiIaEY1NDTggw8%2BUJovibotKCgITz/9tEfqH4PBgIiICPj4%2BMx6CLp4T61Wq7F06VKsXr0a69atQ39/P/R6PXp6etwaT7k2BxNN7l2Fh4dj2bJl%2BMY3voGtW7di1apVAD5fH8n5PyIiIiIiIiIimm2yLOPYsWNoaGhQ9qqO1wBflmVUV1cjMDAQRqMRt2/fhizLcDqdMBgMyMzMfCDmuYbvWVGr1dDpdEhJSUF6ejoSEhJgMpkwNDQEi8WifG8ic5NOpxMmkwkrV65EQEDAzD4IERER0QSJ3iQDAwMoKyvDW2%2B9hffeew9lZWUwmUyw2%2B1KPahSqaBWqyHLMhwOB5qbm1FZWYnz58/DarUCAEJDQ6dc983XEPTRnkelUsHHx0cZp7%2B/P7y9vZX3u8P3RBMREREREREREc2l2QpB7%2B7uxqlTp0bsmRDXraqqQldXFyoqKtDa2gq73Q6TyQQfHx%2BoVKpR%2Byi79lRZSP2PGX5ORERERETkWQxAJyIiIiIiIiIiWoDE5jer1Yqf//znqKysVMIwRWPPyYSgi899fX3R0NAAm82GHTt24Itf/KLb/cYivl9cXIw333wTwOchQoJYCLJs2TI89dRTiIyMnN6P8P/vq9PpUFJSgo6ODjidTjgcDuTn52P//v24d%2B8eLBYLrFarsqnN9TcQmwKBzxq57t27F88%2B%2B%2ByEnnmy4xzesEEQ91goi3%2BIiIho5ogFy0VFRThx4gR6e3tHnCPCz/38/PD8888jIyPDrbnA/epB4LOFyf7%2B/ti4cSMqKirQ2dk5oVqFIehEREREDwfXEPQ1a9agvr4eTU1NEwpBF8fLy8sxNDSkbOwDPLtBbmhoCG%2B99RYKCwvd7ivG73Q64eXlhWeeeQZpaWnKOUREREQLwVRC0EUtZ7PZMDg4iLi4OHh5ec3wSMcnakObzYZTp06NWWeK970pKSlYtmzZbA2PiIiIaFa0tLTg%2BPHjSi0k/v/kk08iOzvbY/fR6/UIDw%2BHj48P7t69O6sh6MDnc4NeXl4ICgpCZmYmHnnkESxduhRxcXGwWq3w9vYGADgcDmi1Wnh5eSmN8HNycpCdnY3nnnsOOTk5WLJkCYxGo3Jtzv0REREREREREdFckSQJGzZsQH9/P6qrqycUOCnLMm7fvo0lS5agr68Pg4ODSgB6dnY2NBrNA9mQXoxZr9cjKioKaWlpyMrKgslkgiRJ6O3tVX6X8X4jADCZTIiLi0NMTMysPgMRERGRK9eaTJIk3L17F6%2B%2B%2BirOnDmD2tpat9pGlmW3975i3Zv4vlqthtlsxo0bN3D58mVkZGTAz89vymObryHow8d4v2MPWs1LREREREREREQL33RC0Pv7%2B%2BHr63vfEPSenh4UFhaOGoAuelHX1NSgqqoKV65cQVFREY4dO4Zz586hqKgI165dQ2trK5qamgB8tg/X4XBAr9ePeU/x%2BfC5y/mM4edERERERESexwB0IiIiIiIiIiKiBUYsYLHb7XjllVdQWlrqFjYuy/KYIejjLSBxOp3Q6XRITk5GVFQU8vLylOtNpAFoX18fjhw5goaGBmUhjeA6vm984xtISUmZ8vO7EkFLpaWlaGxsVBb96HQ6bN68GStWrEBAQABMJhM6OzvdxuO6MGXNmjXYs2cPduzYMalnJiIiIpotou5pbm7Ghx9%2BiJqaGgDu9Z2ouXx9ffHCCy8gNTV1SjWNJElwOBwwGo3IzMxEdXU12tvbGYJORERERAox/6dWq5GYmIjm5ma0tLTcNwR9eDOs9vZ2%2BPv7IzAwUKlnp1KnuW6wGxgYwFtvvYUTJ04AcJ%2BbFDQaDTIzM7F161b4%2BPiwNiQiIqIFZyoh6MBndVVvby9CQkKwePFiqNXqGRzlxMYTHByMCxcujPkc4h1xamoq4uLiZnmERERERDOroaEBxcXFypyaSqWC0WjE3r17PfYuVpirEHTA/b23mHfUaDSIjo5GcnIyNm/ejO3bt2Pz5s3Iz8/Htm3bsH37duzatQvbtm1Deno6EhISYDAYoNVqx7w2ERERERERERHRbBNr29LS0mCxWHD79u1xw8vFPKDD4cCdO3dgNpuVObrOzk7ExsYiKirqgZz3Gj5mvV4PPz8/rFu3DqmpqQgKCkJvby9MJhMcDseY33MNCMjIyIDRaJyV8RMRERG5cq3pWltbUVhYiFdeeQWN5aaH0gAAIABJREFUjY2wWCwARvY1GY9rj5ZHH30UWVlZ016/9yCEoBMRERERERERET2IphqC3trair6%2BvvuGoNtsNpw%2BfRpDQ0OjXg/4/D2q6KnidDphNpvR2dmJhoYGlJeX49NPP8WpU6dw/PhxnD17FmVlZfj000%2BVnnydnZ3Q6XSw2%2B3K/J8kSSPGMx9D0Rl%2BTkRERERENDMYgE5ERERERERERLTAiPDHY8eO4eTJk7DZbCMWuQwPQY%2BLi0NkZOSErmswGJRzJxIELhbLVFVV4d1334XD4RixKEWM7/HHH8fOnTvdvjddkiShoqICNTU1yuIds9mM3Nxc%2BPv7IzY2Fjk5OTAYDAgMDERPTw90Oh1CQkIQHR2Nr371q8jPz8eKFSsm/MxEREREs0ksXgaA999/H2fPngUAt%2BYCYgGyj48PvvnNbyI9PX1atZa4nsFgQEZGxrwJQReBR1MJQW9ra0NbWxtWrlwJnU43rbEQERER0ecb07y8vBAbG4vm5ma0trZOKgS9vr4ejY2N6OvrQ1xcHDQajdt5E6khxXyeLMu4e/cu3nnnHZw%2BfRrA6OHnABAREYFnnnkGy5Ytm/yDExERET0gQkJCsHTp0kmFoEuShKGhITQ2NiIhIQEhISEeDdWcLEmSoFKpUFJSgvb29lHPUavVkGUZmZmZiImJ8dh7aCIiIqK5JGqae/fu4dy5c27NmKKiorB//34Anm8eNZch6MJYaw8lSYJer4e3tze8vb1hNBqh0WiU5lqsA4mIiIiIiIiIaD4S%2B3YlSUJqaipsNhuqqqrG/Y6Y63KdG3Odp0tJSVkweyLE%2Bj8fHx8kJycjNTUVq1evRkdHB%2Bx2OwYHB0d8x3W%2BMisrCwEBAZwfJCIiolnl2pOkvLwcH3/8MT755BMMDg66hRxNJPgccA8/z8zMxK5duxAUFOSRsTIEnYiIiIiIiIiIaGKGv3O83zvImQxBt1gsOHbsGKxW64TGPfzfKpVKua5KpYLNZoPZbEZLS4sSjn7x4kWcPXsWxcXFKCgowJUrV1BeXo6qqipYLBb09PRArVbDaDRClmWo1eoxxyDeiQ8PZ58pDD8nIiIiIiKaOQxAJyIiIiIiIiIiWkDEohSTyYT33nsPDQ0N456r0%2BngcDhw48YNZGZm3re56PBFIpMJuHz11VfR1tY2YoObaDBqNBqxZ88eRERETPjaEyFJEs6cOYOGhgZlcY1er0dubi4MBgOcTic0Gg2Sk5ORmZmJ3NxcbN%2B%2BHbt27cKmTZuwZMkSeHt7A3APFyUiIiKaL0TddO7cObz55psA3IMcxaJfvV6Pp59%2BGps2bYJWq/XIfWVZhl6vx5YtW1BeXo6Ojo4Jf3emQtBlWUZISAiSkpJQWlo64ab7VqsVdXV1iImJQXR09LTGQURERETufH19sXTpUrS2tk46BL2rqwtVVVW4fv06oqOjodFolKZYrs1fh39ffCZJEqxWK06ePInDhw/j008/BTAy/Fzcz8fHB1//%2BtexZs2amfgpiIiIiOaV0NDQSYegq1QqDAwMoKamBuvXr4fBYIDD4ZiT96jivpcvX0ZTU9Oo84ui5szJyUF0dDSb2hMREdGCIGoak8mEwsJCtzmyhIQEZGdnz1iNNh9C0F2J9YfjHXf9PxERERERERER0Xzjug5u1apVkCQJlZWVEw7EBD5/L9rb24v09HQEBgZ6ZI/GXBPjF8/i4%2BODiIgIrFu3Dg6HAxUVFaOGBKhUKgwODmJwcBCZmZkP/O9AREREDw7X8POioiIcPHgQN2/ehM1mG7GHYbKWLl2KnTt3Yvny5Z4aLgCGoBMREREREREREd2P67xfT08PtFqtMt83FyHoVqsVhYWFMJvNU3oe10Dw0ULJxTgkScLQ0BAGBwfR0dGBuro63Lp1CyUlJSgsLMTJkydx5swZFBcXo66uDrdv30Z3dzfsdjv6%2B/uh1%2BuhUqmU3%2B5%2B%2Bz88geHnREREREREM4sB6ERERERERERERAuIWMhx%2BvRpHD161O2z4edJkgS73Y5ly5Zh//79iIqKgl6v9%2Bh4xIKVjo4OFBQUwGw2j9l0ITk5Gfv37/fo/cWzFxYWorm5WfncbrcjMzMTQUFBIxby6HQ66PV65Tdy/f3Y5ICIiIjmq56eHhw6dAhNTU0jmiCImmbt2rXYtm0bAgMDPXZfsSjb6XTigw8%2BwMDAwIS/O5Mh6E6nc8Ih6K6/165du/D4449P6/5ERERENLqAgAAkJCSgtbUVLS0tEwpBd60NOzo68Omnn%2BLWrVvQarXw9fWFwWAY0eAU%2BHwer6OjA/X19fiP//gPFBcXo6mpCcDI8HO1Wq3UtgcOHMCGDRtGHQMRERHRQjTZEHRRx/X09ODmzZt45JFHoNFo5qR5vhjLqVOn0NraOur9Rc356KOPIiwsbFbHR0RERDTT%2Bvv7cfz4cbe5tlWrViEtLQ3AzK13m28h6ERERERERERERA861xD0FStWQKPR4NatW3A4HMrx%2B1GpVBgaGsK9e/ewYcMG6HS6BbMGzvUZnE6nMkdZVFSEwcHBMfdR6/V6ZGdnQ6PRzOZwiYiI6CHlGoJ04sQJvPHGG%2Bjs7FRqsrH2t4rj4t/iGq7HjUYjduzYgdzcXACe3%2BvAEHQiIiIiIiIiIqLRuc77lZSUoKCgAO3t7YiJiZnQ3tqZCkEvLCyc0J7gqRhtbOK%2BItDc6XRClmX09/ejq6sLNTU1qKiowMWLF1FYWIhTp07h0qVLKCoqQnl5OZqamlBfX6/0qA4MDPT4u2yGnxMREREREc08BqATEREREREREREtILIsw%2Bl04v3331fCL4cvHBEBmLIsIy4uDt///veRnJzs8fBzcS8A%2BPDDD1FaWjrqOWKMeXl5WL58ORwOh9uGvOmQZRl2ux0FBQXo6upy2xS4adMmhIaGuo1zvH8TERERzUdiMfLdu3fxpz/9SWluJbg2PPjyl7%2BMxMREj93b4XBArVZjYGAAP/zhD9Hc3DzmouqxzHUIumvw5RNPPIGvfvWrADAnYU1EREREDwNfX1%2BsWLECbW1taGpqum8IuiDOGxwcRGtrK0pKSnD16lXcvHkTvb29sFqt6OnpgcViQU9PDy5fvozLly/jj3/8I06cOIGmpibY7XYAGNE4zLUmPHDgAB555BHlnqwJiYiI6GEx2RB04LM6qqurC7W1tdiwYQPUavWsz6uJ98pHjhxBT0/PqOc4nU6EhYXhmWeegU6nm7WxEREREU3H/eamRN2l0%2BlQUlICi8WizHGFh4dj/fr1M16XMQSdiIiIiIiIiIjIs1xD0JOTk6HValFdXQ2bzaYcH49YZ9ff3w%2BNRoOEhASo1erZGPqsEr%2BTt7c3ent7cfv27TEDRTs7O7FkyRIsWbJkDkZKREREDxPXEKQjR47gtddeg9VqBTByD4Nr2Ln4XKVSISAgQAk7HxoaAvB50NCWLVvwxS9%2BccS9PIkh6ERERES0ULGHDBEREU2V61zc0aNH8T//8z%2BoqalBc3MznE4nYmNj5yQE3eFw4NixYzMWgD4e13lN8X/XOU%2BVSgWHwwGHw4G%2Bvj50dnaivr4e5eXlKC0txYkTJ1BZWYn8/HyPvs9m%2BDkREREREdHsYAA6ERERERERERHRAiJJEsxmM95%2B%2B20MDg6OG36ekJCAH//4x/D395/xMJ/jx4%2BjsbFx3AanTz31FMLCwjy60U6SJHR2duLdd99VwkDFgp3MzExERkZ67F5EREREc0GSJAwODuLVV19Fc3PziHpL/Hvnzp3YsWOH8tl0az/X8PMf//jHaGpqglqtHhHAPtFnmIsQ9OHh51/5ylcAzFzzByIiIiL6jNFoRGZmJjo6OlBXV%2Be2oW08ro29nE4n%2Bvv70dDQgKtXr%2BLMmTM4deoUjh8/jhMnTuDy5cuoqKhAf38/bDbbmPOSro3EvvWtbyEvLw8Aa0IiIiJ6OE02BF3MM7a0tKChoQGZmZmzGoIu6ri6ujocPnwYDodjRM0n6sBFixbhkUcegVarnfFxEREREU2Vax0lSRLsdjsGBweVhlV9fX3Q6XTQaDTKeVqtFsXFxejo6FA%2Bi4iIQHZ29qyMmSHoREREREREREREnuUagp6UlASdToeamhq38MzxiGb3FosFixcvRmho6GwMe9aJ32FoaAjnzp0bdZ%2BMWAMYGhqK1NRUhhwRERHRjHHdf3Do0CH84Q9/ADCydnN9H%2Bx0OhEUFISYmBjs27cP27Ztw969e5GXl4fc3FxEREQgNDQUtbW1WL16Nb773e%2BOuNdMYAg6ERERES0UZ86cQUVFBRISEtzmXYmIiIgmynUu7sMPP8Qbb7yh9Ngzm81ob2%2BHw%2BGYsxD0s2fPoru7e9R7uc5FDv9spgwPRXelUqmU/ceRkZF48cUXPbqXhOHnREREREREs4cB6ERERERERERERAuMyWTCkSNH4HQ6lUBHQYQ8xsXF4cUXX4TBYJjRDW5OpxM9PT144403YLfbxz1327ZtCAwM9NiiGLH4p7a2FkVFRcoiHbEYZePGjYiMjJzx8HciIiKimSLqmL6%2BPnz88ccwmUyjBvzodDrs3r0bixYtmtXw88ncZ7ZD0DUajTJehp8TERERzS6xCS8zMxNDQ0Oor69X5g7vF44kvg98Xm%2BOVb9JkjTqxjTX7wKATqfD3/7t3yI3NxcAa0IiIiKaf2azydJkQ9CBz2qrxsZGNDc3IyMjY9ZC0CVJgiRJuHTpEi5cuDBmkwdJkvDss88iMTFxRsdDRERENFWiZhH1U1VVFa5evYrXXnsNR44cweHDh1FQUICTJ0/iwoULKCkpAQBYrVYEBwejra0NVVVVyrvRgYEBZGdnw2AwzEodyRB0IiIiIiIiIiIiz3IN4xEN8O/cuYOhoSHl%2BHjfBYDu7m4MDg5i1apV0Ol0CzbcJyoqCrW1tWhubh5xTMxRdnV1IScnh%2BGbRERENCNc9x/85S9/wVtvvQVg5N4I17%2B9vb2RkpKC559/Hrm5uUhKSkJ4eDgMBgN8fHzg4%2BODhIQEpKenY9WqVdi2bZtS083GXgdPhaCrVCqGoBMRERHRnDh9%2BjR%2B//vf4%2BrVq/Dz80N8fDxD0ImIiGhSxFwXABQUFOD1118H4N7fZGBgYMoh6BqNZkoh6D4%2BPli0aBHUajVKSkrQ0dExZuD4WHs6xDGVSqXMBc40lUoFh8OB8PBw/OQnP0FgYCAcDodH5jsZfk5ERERERDS7GIBORERERERERES0wPT09OCjjz4aEX4uFpZERkbie9/7HgIDA2d8g5sIsjx69OioQUPiHJVKhV27dsHPz8%2Bj9waAP/3pT7hz586IBSjbtm1DSEgIFyMTERHRA0vUMSdOnMC5c%2BdGPcfpdCIsLAxf%2BcpXoFarZy38XIQcabXaCW8Am8kQdFmWERISguTkZJSVlcFkMgFg%2BDkRERHRXHBtErB69Wr4%2BPjAbDYrG%2BvG2pw3luHnuv493kY9tVqNyMhI/NVf/RU2btwIgDUhERERzQ%2Bicagg/m2322G32yHLMtRq9YzdPzQ0FMuWLZtUCDoANDQ0oLGxEevWrVPmDGe6tmpoaMCbb76J/v7%2BMRvG%2Bvr64rHHHkNwcPCMjoWIiIhoKsR8lCzLaG5uxuHDh/Hmm2/i0qVL6OzshNlshizLcDgccDgcGBgYQFtbG65evYozZ85Aq9Wiv78ft2/fVmohh8OBTZs2ISgoaNaegyHoREREREREREREnjU8BF2n0004BF3MzTU2NsJisSA9PX1Bh/s0NDSgsrJy1DlJ0bQ/PT0dQUFBI97HExEREU2HawjSJ5984haC5NrvxfXvFStWYOfOnXjuuefg7%2B8PvV6vXMu1ThF/h4SEQKfTud1rNngiBL2qqgqSJDEEnYiIiIhmlQg/Bz6rxa9duwaj0YiEhIQFPU9KREREniXqhcuXL%2BP111%2BH1Wp1m%2BcTx0cLQb/fO0mVSoXExERotdophaB7e3sjMjIS586dQ3Nz86jjXrJkCb785S8jJiYGPj4%2BCA0NhSzLcDqdkGVZ%2Bbe4p2souvi3p2omsd84PDwcL730EgICApRehtPF8HMiIiIiIqLZxwB0IiIiIiIiIiKiB9DwBbTib1mWYbVacfz48REhlJIkQafT4YknnkBqaqqycX%2Bmtbe3o6CgQAnBHE4sEtm4cSOCg4M9stBFXKO9vR2HDx9Gb2/viM1%2B27dvR2Bg4LTuQ0RERDQfnD171m3x7XARERHIz8%2Bfdp01mfBzh8OBsLAwvPDCC%2Bju7kZbW9uch6A7nU4EBwcjMTERp0%2Bfxo4dO/Dcc88BYNAlERER0WxzbRIQGxuLRYsWwWg0orq6WqlpZ2LuUmwoNBqNSEtLw7PPPou0tDQAmPWGYERERETDifk7UQe1t7ejrq4OH374IQoKClBQUICjR4%2BiqKgIdXV1uHfvHkJCQqBSqaDRaDzahCkkJGRKIeiNjY2oq6tDZmamx8c0nMPhQElJCS5evAi73e42NyrmAwEgPz8f%2Bfn5MzIGIiIioukQ7yjtdjuOHTuGQ4cOoaioCFar1a1JlWud4/rO1%2BFw4Pr16%2Bju7obFYgHw2fyXw%2BGA0WhESkrKrDbpZAg6ERERERERERGRZ7mus4uPj4dWq51QCLrr/GJtbS1sNhtWrVq14MJ9xHxpaGgoioqKlN9l%2BDlWqxWhoaFYvnz5gnl2IiIimnuu727Pnj2LN954A3a7fdzw8y1btuDJJ59ERkbGiNpseJ1yv79ngydC0G/dusUQdCIiIlrQRuvj4smwSJoc1/BzsadFlmXcuHED3t7eiI%2BPd6tziYiIiMbT0dGBQ4cOoa6ubsTeDsA9BL25uRmyLCM%2BPn5Cwd4qlQoJCQmTDkFva2tDb28v/Pz8UFNTg5aWlhHXdTqdWLt2Lfbu3YsVK1Zgw4YNyMnJQXZ2NvLy8pCVlYW4uDgkJSXBy8sLBoMBKpUKZrPZ7Tld6yXXgPTJ9IRh%2BDkREREREdHCwwB0IiIiIiIiIiKiB4xrOGNNTQ2CgoKUzW0qlQpeXl64du0aOjo6lO%2BIBbc%2BPj7Yv38/AgICZm28HR0dOHHixKjh5wCUBSJBQUFYuXKlRxYFi2sUFxfj9OnTbp%2BrVCpERkZi9%2B7d0Gq1074XERER0VxxOp0YGhrCH//4x3FDiJYuXYqcnJxZDT8PCQnBCy%2B8gBUrViAtLQ21tbWzEoJut9uVkKjhG85EzRwSEoItW7YgOzsbAMPPiYiIiOaKa80WEhKClJQUxMbGoqamBna7XWn%2BNV2uG%2BicTieCgoKwb98%2BbN26FbGxscrnbFZAREREc0nMUTmdTlgsFhw9ehQHDx7E4cOHcfv2bbS0tKCnpwe9vb3o7u5GTU0Nrl%2B/jtLSUty4cQMRERHw9fVVNv17omn9VELQJUlCU1MTysvLsX79euh0ummNYTTi2e7evYv//d//RV9f35iNVOPj47F//374%2BfktqEb%2BRERE9OAT71%2BtViteffVVnDp1Cg0NDQAwauOl4VwbR4nwczHfBnz23nbDhg1KA8/ZqoMYgk5ERERERERERORZnghBr6qqglqtVgLAF8q7UzEnKssyzp8/j/7%2B/hHPJX6DiIgIrF27lmsFiYiIyGNETXHt2jUcPHgQXV1dAOD2btQ1/Pyxxx7DM888g8jISKWOeRD2tTIEnYiIiMjd8Lm10eaahn%2B2UObj5jvX8HPXfjiipr1%2B/TpUKpUyT0pEREQ0FjEfdvPmTRw6dEjpazcasWfDbDYjPj4ekZGR8PLymtB9phOCPjQ0hK6uLvT09Iw4DwCSk5OxZs0at1pUr9fDx8cHISEhiIuLQ3JyMjZs2ICtW7di69atWL9%2BPTZu3Ijo6GhERkYiKCgIdrsdRqMRVqsVsiyPOjaxr1mlUo3Y18LwcyIiIiIiooWHAehEREREREREREQPENdwxg8%2B%2BAD//d//DYfDoSyotdvtAD7bJFdfX68sxBALTnbs2IGNGzfO6ib9/v5%2BHDt2bMyNa%2BJzX19fZGZmKoGV03Xnzh289tprMJvNI0KO4uLikJeXN%2B17EBEREc0lSZJgtVpx9OhRmM3mMc8zGAzIyclRFgdP1lTCz7///e8jISEBDocDRqMR6enpSgj6/Rrci2cTIeiJiYkIDg4ed1OfqG8rKyvR1NSEsLCwEbWwuC4AZYE4w8%2BJiIiI5pZrraZSqRAVFYVVq1YhMDAQvb29bpvtJlJHuhq%2BSS0kJATx8fH4/ve/jzVr1sDX13fUcRARERHNNjFHZbfbUVRUhD//%2Bc8oKChAT0%2BPWzC6IEmSMqfV39%2BP5uZmnD17FgMDA1Cr1QgPD/dY0/qphKCrVCp0dHSgrKwM8fHx8PX19dgcnPg9ent78ctf/lKZbxRNYl0ZDAZs3rwZGRkZU54bJSIiIpoJruHnv/rVr3DhwgW3sKKJzoGNdp6oeTo6OmA0GpGcnDzrdRBD0ImIiIiIiIiIiDzLEyHoN27cgE6nU%2BYMF0rokiRJ0Ov16OnpQWVl5ZhzkVarFTk5OdBoNAviuYmIiGh%2BaGpqwuHDh1FRUTGiBnFd17Znzx7s378f3t7eyvEHqSZhCDoRERGRe4i5JEmorq5GdXU1iouLUVhYiEuXLuHSpUs4f/48ampq0N3dja6uLoSGhip1kTCb/f8eFmOFnwOfB3E6HA4EBwdj3bp1czVMIiIiekBIkoShoSG8%2Buqr4/bMEyHbAPC1r30Nubm5CAoKmtS9phqC3tTUNCL8XFzP6XRi3bp1I/aTjFaDij27Go0GAQEBCA0NRVJSEtLS0pCdnY3Nmzdj69atWLNmDdauXYsVK1bA398foaGhAAC73Q6n0wmHw%2BHW30Wj0cDhcGDRokX4yU9%2BwvBzIiIiIiKiBYQB6ERERERERERERA8I13DGQ4cO4e2334bNZkNzczP6%2B/uxatUqZaGtl5cXLly4MCKUMjs7G/Hx8bO6%2BFmn06GoqAhDQ0NjLqIBgMbGRiQkJCAyMnLa9zSZTDh%2B/Dhu3LihLIQBoCzkyc/PR1JS0oJp0kBEREQPr/7%2Bfhw7dgw2m23MhvGDg4PYuHEj/Pz8Jn39qYafx8XFAfi8SYPBYEB6ejpu3ryJzs7OMRdYuxIh6FeuXEFSUhJCQkJGPU/UyU1NTfjFL36B6upqBAUFISIiYtQQ9OH3ICIiIqL5xc/PD4mJidiyZQtkWYbRaERLS4tyXNR4KpUKarVaqQdFjSlqPHGOVqtFTk4O9uzZg927dyMgIIDzgkRERDRviPk3m82G119/HSdOnEBtbS0AjLrxXnD9TK1Ww263o7a2FpWVlZBlGYmJiR6rd6Yagt7d3Y3y8nL4%2BvrCz88PRqNRGftUxyZJEnp6evDSSy8pc5XDw89FXbhy5Up89atfhV6vZ4MwIiIimjdkWVbCz1966SXcvHnT43WKqCNtNhtiY2MREBDg0etPBEPQiYiIiIiIiIiIPGs6Ieji2I0bN6DVahdcCDoA3Lt3D2VlZWPOQer1euzcuRMajWaWR0ZEREQLkaijioqKUFBQALvd7lZXuYafP/bYY9i/fz90Ot1cDdcjGIJOREREDyPXuTXR6%2B%2Bjjz7C%2B%2B%2B/jz//%2Bc8oLi5GRUUF7t69i7q6OtTV1aG%2Bvh5VVVW4dOkSzp49i8uXL6OsrAxeXl6QJAk%2BPj5ue2AXyvzcXLpf%2BLnYl5OTk4Nvf/vbAPjbExER0f319/fj8OHDGBwcHLGHFXAPP//7v/975OXlTXnOa7Ih6OOFmot5vEcffXRCwd%2Bix7UrMf/pdDqh0%2Bmg0%2BkQEhKCqKgoxMXFISMjAxs3bkROTg4effRR5OTkID4%2BHklJSfDx8YHBYIBGo4FWq8W//uu/MvyciIiIiIhogWEAOhERERERERER0QPANfz8gw8%2BwNtvvw3gs8UiZrMZd%2B/eRXd3N9LS0gAAFosF58%2Bfx9DQkPI9lUqF3bt3IzQ0dFbH7nQ6UVhYiN7e3jEX/IrFNa2trUhKSppSOKe4lyRJqKiowJ/%2B9CeYTCblnqIhg06nw3PPPQc/Pz8uQCYiIqIH3tDQEAoKCjA4ODjqcZVKBYfDgYCAACQlJU1qE5Zovj8wMIAXX3xx0uHngqjDDAYDMjMzcfHiRfT399%2B3wb0Yv8ViQWFhIaKjoxEaGqosYhaLpCVJQm9vL37xi1%2Bgvb0dPT096O7uhq%2BvrxKCTkREREQPFqfTCY1Gg1WrVmHjxo2IiYlBZGQkBgYGoNVqYTab4XQ6lY2Crv8GgMjISERERGDfvn3YuXMnHnvsMURERECj0bjNtRIRERHNJbFh32q14le/%2BhXOnTsHs9kMwL0B6v2IBqGyLMNkMuHatWvo7%2B/H0qVLPRI6Dkw%2BBF2Mqb%2B/H7du3UJXVxcCAwMRFBQ05WZdTqcT9fX1%2BMUvfnHfucqwsDD88Ic/hK%2BvL%2Bs/IiIimjdEXWK1WvGzn/0MVVVVE3pnOlniet3d3QgMDMTy5cvnpFmnCEH39fVlCDoREREREREREZEHTDUEXRxzOp0LNgTd6XSiuLh4RIN74PN9KRs3boSvr%2B%2BCeF4iIiKaO2Jt3L179/DKK69gcHDQ7T2o69q/vLw87Nu3D97e3nM5ZI9hCDoRERE9LETNI%2BaRLl68iMOHD%2BONN97AzZs30d7e7lb/DT9ffKZSqdDT04Pm5macP38eZWVl6O7uRnBwMIxGI9Rq9YKZn5srkwk/f/755wGAe0yIiIhoQm7evIljx44pc2KuXOuOH/zgB8jKypr2/SYTgj4ecf6mTZsQFRU1pbG49nAe7xyNRgMvLy/4%2B/tj2bJlSEpKwvr165Gfn4/8/Hzs2LEDPj4%2BDD8nIiIiIiJaYBiATkRERERERERENM%2BNFX7uuhjFbrejpqYGbW1tyMzMREBAAPr6%2BnDr1i1lcbRarcbWrVsRFBQ0q2PXaDTo7u5GZWXluBvWAMBsNkOj0Uxps5r4nZqamvDb3/4WnZ2dbvcTC8Q3b95YQzNDAAAgAElEQVSM3NxcLvwmIiKiBcFqteLYsWNKw6rhxAJdh8OB3NzcCTeoErXVwMAAfvrTn6K%2Bvn5K4eeCJElwOBwwGAyIi4tDaWkpLBbLfcchFmE7HA5cuHABVqsVsixj0aJFkCQJAwMDqKmpwb//%2B7%2BjqalJCbTs6OhAa2srAgMDERkZOe49iIiIiGj%2BcW2MJUkSoqKisHLlSjzyyCPYtGkTUlJSkJmZiYSEBCQlJSElJQVZWVnYvHkz8vPzsX//fuTk5CAxMRGhoaEAoNTBnBMkIiKi%2BUCWZajVagwNDeGnP/0pbt686dYUYKpNCcT70ZqaGnR0dCA4OBiBgYFuTbWmaqoh6IODg2hoaMCFCxfg7%2B%2BPoKAg6PX6cecqh4%2B1o6MDn376Kf7zP/8Tra2t952r/Kd/%2BieEhISwMRURERHNG6I2stls%2BM1vfoOysjK3xveuXOsglUrlNlc2UeLaFRUVSEpKQnh4%2BJyFoIeFhTEEnYiIiIiIiIiIyEMYgj46q9WKEydOwGazjTgm9tVs2rQJISEhczA6IiIiWkjEvtbf//73aGpqUkIrBfEudPXq1XjqqacQERExK%2BMS74Mnun94qvWfp0LQrVYr4uPjodfrpzQOIiIiopki9iDIsox79%2B7hgw8%2BwBtvvIG6ujrY7Xal75%2Bop8brp%2Be6z0OWZfT396OyshK3bt3CvXv3kJiYyHpoGhh%2BTkRERDPp3r17KCkpGfG56z6Q73znO1i/fr3H9mp4IgRdBJNv3bpV6bXiaeMFpDscDqhUKqjVamg0GmVecLoYfk5ERERERDR/MACdiIiIiIiIiIhoHnNdrHHo0CG38PPhDd0BoK6uDnV1dcjOzobBYMD58%2BfhcDiUwMm0tDRERUXNWjNTcQ%2BTyYTz58%2BPe19JkmC329Ha2gpvb2%2BEh4dPeHG2%2BJ36%2Bvrw8ssvo6WlxW1hkGtD/927dyM6OvqBb8hAREREBAA6nQ5XrlxBV1fXqMclSYJKpUJ7ezv6%2B/uRlpY24fBzk8mEX/7yl8qC3%2BHN9ycafi6Iutbb2xuDg4Oorq6e0MJqsQhblmXcunULJSUlqKysxJUrV1BQUIBjx46hs7NTGY9YsN3d3Y309HTWfkREREQPqOE1nNPphFarhdFoxKJFi7B48WIkJiZixYoVWLFiBeLj4xEdHY2wsDBotVpoNBq3a7AmJCIiovlCzL9ZrVa8/PLLuHXr1n1DICfKtUloY2Mj2tvb4e3tjYiIiDkLQRcNT4eGhnDp0iU0NTWhs7MTsbGxADBq8wLXMZaWluK9997DiRMn0NPTc9%2B5yn/4h39AdHQ0G1MRERHRvCIazf/5z39GYWEhZFkeUf%2BJd7uunw9vygRgQg2sXN%2BxXr9%2BHatXr0ZAQABD0ImIiIiIiIiIiGaQa5CkmAN0DYj0lOmEoANYkCHoJpMJhYWFym/gSqPRQJZlbN26FUFBQXMwOiIiIpops/3%2BU9RMZWVlOHPmDAYHB93ee4qxhIaGYufOnUhNTZ21Mbn%2BDn19fejs7ERlZSUaGxvR2tqK1tZWyLIMtVoNnU43rXtOJwRdq9VClmW0t7cjLy8PXl5e0xoLERERkSeJPQh2ux1HjhzB4cOHldBLsTdh%2BF6GiXANQnc6nejp6UFtbS1KSkrg5%2BcHLy8vpS6aizV%2BDyKGnxMREdFMEfXYnTt3cPHiReVdo%2BtxAHjqqaewc%2BdOAJ7tZeKJEHRvb2888cQT8Pb29ti4Jmp4veWJ36a1tRW//e1vUV1dzfBzIiIiIiKieYAB6ERERERERERERPOYWKxx%2BPBh/OEPfwAwdvi5OL%2BxsRF37tzB7t27UV9fj3v37ikbyJKSkpCQkDDrC5wXL16Me/fuobGxcdzzVCoVLBYL6uvrodFoEBISMubCbNe/JUlCc3MzXn75ZTQ1NSnNW8UxsTglPz8fTz755KjXIyIiInoQSZKEyspK3LlzZ8zjrvVQQkIC/P39x7ye2LBlsVjwu9/9DtevXx81UEh8FhISgu9973uIj4%2Bf8Jg1Gg10Oh2KiorgcDgmFO7k2vRAlmW0traioaEBXV1dsFqtbmMUC7bXr1%2BPnJwc%2BPr6TnhsRERERDR/jTaX5zrHJ/7tOmdIRERENN%2BI%2BTebzYZf//rXY86/jWai9Y3rXFpbWxs6OjpgMBgQGRmpNDqYzRB0QYypubkZ169fx9WrV3Hr1i1oNBqYTCZ4e3tjaGgIPT09aG9vR0FBAY4dO4aDBw%2BiqalpxDyg63VlWUZoaCh%2B9KMfYenSpQBYDxIREdH8IeqvsrIyfPLJJ%2Bju7h5xzvAmTBkZGUhNTcX27duRnp4OX19feHl5ob29fUQz1PHu67oeLzExEX5%2BfgxBJyIiIiIiIiIi8oDR5tlcA3QcDgfUajWAz99dejJkfDoh6GKPyUIKQbdarTh9%2BjQsFsuIY%2BJ5c3NzERwcPAejIyIiopky2zWMuM/BgwdRU1Mz4rh4B7p27Vrs3bvXLSh8psfU0NCAc%2BfO4ciRIzh48CCOHz%2BOM2fO4P%2Bxd9/RUZ13%2BsCf6dKozKi3UW8UgwGBwGDAGCNjwDa2IdjEWTs53t0ku%2BnlbH4nxrHjlPVmc7KbOLtxsnHsxN3GJXSDKaKZKiSBkAChhjTq0mhGGk39/eHzXu6ojqRRw8/nHB%2BQ7p173zv84e957/t%2BnxMnTuDYsWM4evQojh07hsLCQrS2tsJutyMpKUm6zki/x9GEoKtUKrhcLsTGxuK73/0ug4iIiIhoShFzew6HAy%2B99BIOHjyI%2Bvp6APB7z8dw5LWhSqWC1WrFpUuXYDabYTAYEBMTM23n5yYSw8%2BJiIgoUAabExPzjocOHfLZ5yFqjcTERNx///2Ijo4el3GNNQRdp9PhnnvuQUhIyLTvu2y1WvHv//7vqKyslMLoGX5OREREREQ0uRiATkRERERERERENMV1d3fj1KlTqKurg8vl8gmw7EuhUECpVKK%2Bvh6VlZVYvXo1KisrYbFYAABGoxGLFi2alEYEnZ2dKC0tHfIcsZGtu7sb1dXV6OrqgsFgQGRkZL8mD%2BLn1tZWFBcX4/e//z3MZvOgAfFZWVnYtGkTIiIiuBiZiIiIbgmiLuru7saZM2f6LVCWB0GmpqZiw4YNyM7OhlqtHvB6ohZzOBx4/fXXcfLkSbjd7n61p9icFxUVhW9%2B85vIyckZ8dijo6PhcDhw%2BfJlvxdVD3Se/Bnl4uLi8OCDD45qbEREREQ0fcjnOKfzpjsiIiL6/FAoFHC73fjb3/6GwsLCQd/9DhUGKY4NdY78eGtrK5qbm6HT6WAymSYtBF3cU/zX3t6OmpoanDhxAgcOHMDhw4exa9cu7Ny5E4WFhSguLkZdXZ3PM4vnlY/d6/UiLS0NzzzzDGJjY6d9QwYiIiK69Yja5IMPPsCFCxd8fgfcfP8aFBSEvLw8PProo/jCF76AefPmITU1Fenp6Vi0aBGWLFmChIQENDc3o6enBy6Xy68QdADo6OhAU1MTsrKyEBoaOqkh6KGhoSMOQb9y5Qpmz57NEHQiIiIiIiIiIppU8nk1sZejvb0dhw4dwsmTJ/HOO%2B9g9%2B7d2Lt3L3bt2oXi4mJUVVWhq6sLkZGR0Gg0PnsgxjpHN5YQdDGGWyUE3WKxYM%2BePXA6nf2OiTnIu%2B%2B%2BmwHoREREt4g//elPuHHjBnJzcye8hikqKsJ7770n9SyRv%2B/0er1ISEjAd77zHQQFBY17X5O2tjZUV1fjT3/6E3bv3o1jx46htrZWep8s1hGKdYoulwtdXV2oqKjAiRMnYDab4XA4kJqaOqrvcSQh6KIPTFRUFL7zne8gOzt7vL4WIiIiohETtYvNZsPPfvYznD9/Hg6HAwAG3fMRqHv29vaivr4eRUVFiIqKQnJycsDvdSth%2BDkREREFiqgRGhsbceHCBURHR/u8z3U4HNi7dy/cbne/Pnf5%2Bfm49957x3V8ow1BVygUCA8PR05ODuLj433m8KYju90Os9mMysrKfnOyDD8nIiIiIiKaHAxAJyIiIiIiIiIimuI0Gg2Sk5MRGhqK6upq2O12vxp/1tfX4/r161Cr1ejs7ATw2Sb%2BFStWICgoaKKGL8nMzERZWRkaGxv9asZvt9tRU1ODkydPQqvVwul0IioqCm63GyqVCq2trSgqKsL27dtx4MABtLe3S81g%2BzIYDCgoKMCCBQukDXpERERE052oaQwGAw4fPgy73e7TTEssPJ4xYwaefPJJ3HbbbdDpdENez%2BVy4ZNPPsHBgwdhtVr7nSPqrcjISHzta1/D7NmzRzxusRi6u7sbJ06cGLa29Ze4jkajwSOPPILly5f73I%2BIiIiIiIiIiGgqEIHfg82/yYO%2BMzIykJaWhjlz5iA9PR1OpxMKhQJ2u33AMHA5eQPR9vZ2tLS0QKvVTmoIel/yuUGHw4He3l643W6pCZV8nnOgz0RFRWHJkiX4xje%2BgfDwcDamIiIioinr%2BPHjePPNNwGgX5N3j8eD0NBQPPbYY7j33nuRk5MDAD41kEKhgFqtRlpaGrKzsxEaGoobN27Abrf71cTK4/Ggvb0dXV1dSE9PR0hIyKSFoMfFxY0oBF2tVqO1tRVnzpzBihUrhnznTURERERERERENF7k82lmsxnl5eV46aWX8PHHH%2BP48eO4cuUK2tvbYbFYYLVaYbVaYTabUVFRgU8//RTHjh1DS0sLAEiN5vtedzTGEoIu3sXeCiHoZrMZBw8e9HnfLiiVSmg0GjzwwAMIDQ2dpBESERFRoPziF7/A8ePH0d7eDoVCgczMzAmtYc6cOYOioiIAGHBd26JFi7B48WLpd4Eifz6n04lz587hr3/9K/bt24fq6mr09PT4rBkUY%2Bv7dwDSO%2BaamhpcvXoVTU1NmD9/PhQKBdxu94jG7U8IulKplMLPv/vd7yIrKytg3wsRERFRICgUCrS0tODnP/85KisrB13TJuox0cNO1EHyOnQkezXEeV6vF3a7HZ9%2B%2BilUKhWSkpKkdXLsl3ITw8%2BJiIgoUESNYDab8f3vfx8nTpxAZGQkoqOjpV7NoaGhqK2tRV1dnVRrKJVKqNVqbNq0CQkJCeM%2BJznaEPTu7m50dHQgNDQUCQkJ0zoEXafTIS0tDUqlEhUVFdK/g0qlYvg5ERERERHRJGEAOhERERERERER0TSg1%2BuRkJAAg8GAyspKv0LQFQoFLBaLFH4uQsUTEhKQnp4%2BoU0IxAKfnJwcFBcXw2KxDBuCLhbJOBwOFBUV4eTJkzhx4gT279%2BPAwcOYO/evTh48CDMZjMcDseA4efi%2BfLy8rBp0ybodLppu/CGiIiIaCAejwfBwcGw2%2B2oqKgA4FtLzZs3D9/4xjeQlJQElUo16HXEZ65cuYIdO3agrq4OgG%2BzK1FvhYeH40tf%2BhIWLFgwqo1e4ppJSUk4c%2BYM2tvbpesPFmQ0HHktuGXLFmzYsAEAN6MREREREREREdHUIObfnE4n3nvvPZSXlwMYeP5Np9MhJycHW7ZswRe/%2BEWsWLECeXl5yMvLw7JlyzBz5kx4vV5UV1f7fHaguTR5Q9OOjg60trZOqRB0%2BZjlY%2Bkb9gncbAQmjs2fPx8FBQW4//77odfrORdIREREU5JYo7d7925cv37d572maMAZHh6Or371q1i8eDHCw8Olz4rGqH2DkIxGI9LT05GZmYmysjLYbDa/mli5XC60tLTAYrEgLS1tWoSgi0b4ALBs2TLccccdEzpWIiIiIiIiIiKiviFG%2B/fvxzvvvIM9e/agubkZ3d3dAHxDj8RnxLyXSqWCzWbDtWvXUFhYCKfTCb1ej8jIyICEdY4lBF0843QPQT9x4gTOnTs36HvzmJgYbNy4ke%2BUiYiIprlf/vKXUvi4xWJBU1PThIWgezwe9Pb24uWXX0ZnZ2e/d5zi75s3b4bJZAr4OMT1jhw5gj179uCNN95AS0sLent7fd5D%2B7MnV/6euKenB9euXUNlZSXuvPNO6R1tIEPQvV4vw8%2BJiIhoShL1Y0NDA/7jP/4DNTU1A65lk8/1AZ/VU3q9HlqtFrGxsYiMjJR%2B7/V6ffrg%2Bds3RawBvHjxIhwOB6KiomAwGKZ1WGUgMfyciIiIAkUefv7000%2Bjp6cHAHD58mVoNBpER0cjJCQEAFBdXY2ysjKfOlCn02Hjxo0ICwubkBptpCHoojZqamqCxWK5JULQg4ODYTKZfELQPR4Pw8%2BJiIiIiIgmCQPQiYiIiIiIiIiIpomgoCDEx8cjKioK165dG7Lx50DkjROWLVs2oQtQxD1CQkIQFhaGq1evoru726/xi3M8Hg86OzthsVjQ0dEBu93u07C/73XE72fMmIF//dd/RUhICBckExER0S1H3uz%2B1KlTcDgcUh1055134nvf%2Bx6CgoKGvIa8RnrzzTdx/vx56dqixhJ/1%2Bv1uP/%2B%2B7F06dJhrzvcPb1eL8rKylBbWys1WAgKCkJGRgZaW1t9ar3hvgNxzsaNG7F58%2BZ%2Bz0VERERERERERDSZ5M3wd%2BzYAcC3kZVKpYLH40FoaCg2bdqE9evXY86cOVCr1T5N8nU6HWJiYpCfn4%2BoqCi4XC40NjYO2bRA/k54KoagA4Bare7X5Et8P/L3waJZQ0FBAb785S8jPT0dGo2Gc4FEREQ0ZSkUCrS3t%2BPll1%2BGw%2BGQfi/ej4aFheFb3/oW5s%2BfD5VKNey1BI1Gg/j4eOTl5aGoqAhdXV1%2BvVt1OBxSI6upHoIub9J///3348knnwSAaRe8RERERFOPvP6Zrg09iYiIiGhiiPeQHo8Hly9fxrvvvovt27ejtbVVCoWUN7vvOz8nPyZC1L1eL8rLy3Hjxg309PQgOzt70kPQxbimYwi6%2BG4PHz6MysrKfuMV/0ZpaWlYunSpFFRPRERE088vf/lLnD9/Xvr/udfrhcViQXNz84SEoCsUCjgcDnz00UdSr5O%2Bx4OCgrBhwwYYjcaAzD2KZ7Hb7WhsbMTLL7%2BMHTt2oLKyEsDNkEx/e84MRqlUor6%2BHleuXMHy5culGngk4x8oBL2npwd1dXWIiIjA9773PYafExER0ZTidruhUqnQ0dGBF154wafviVzf/nbLli3D8uXL8eUvfxkbNmzAAw88gDVr1mD16tW4%2B%2B67kZubC71ej97eXnR1dfn0bBmKfO/EtWvXpLDKuLi4aR1WGQgMPyciIqJAETVCQ0MDtm3bBovFArVaDQBwOp24evUqACAyMhIGgwEmkwlnzpyB1WqVrmEwGFBQUIDg4OAJG/dIQtDldeWtGIKuVqtRXl4OrVaLn/3sZww/JyIiIiIimgQMQCciIiIiIiIiIppGtFot4uPjER8fj4qKCr9DxIGbC6Dr6%2BthNBqlDXwTSaFQwGg0QqVSoba2Fna7fdjxD3ZM3vyhLxEQkJycjB/96EcICwvjgmQiIiK6pcXGxsLhcKCsrAxhYWFYu3YtnnrqKQDDN4AXxz788EPs3LkTAAas0VQqFfLy8rB27VpERkaOabyieZfNZsPZs2elhdEmkwkbNmxAV1cXmpubpcXUA%2Bk7xoceegiPPfaY9Mys/YiIiIiIiIiIaKrwer1obW3FW2%2B9hba2Np/GWKIBU3h4OJ566iksXbpUmn%2BTN8IX83hivi89PR0mkwkhISEoLy8fsmkBcHMecCqFoGu1WmRmZmLVqlWIiIiAy%2BWS3iGLZzUYDMjIyMDcuXPxpS99Cffeey/mzZvn05h%2BOjZcICIiolufqLHKyspw8OBBqNVqqZbzer0IDg7GE088gUWLFo2qnhEB6kuXLsXFixfR1tbm13WcTueUD0HvG37%2B%2BOOPA%2BB7YCIiIho7EVIp6rLpEupIRERERBNPzEW5XC7s2rULu3fvxrlz5wD0Dz3yl7zZfEtLC65du4bm5mYsWLAACoVCqldH6/MYgq5QKFBVVYVXXnkFbre731jFv9GDDz6InJycKf0sRERENDh5%2BDngu2d2oBD08Xr/WV1djd27d0vvfuWUSiWCg4Oxbt066PX6Ud9fPnaFQoGmpib8/e9/xwcffICLFy9K9xW1WqAolUqYzWbU1tbijjvuGFUt2DcEPSIiAiqVCo899hiys7MDNlYiIiKisfJ4PFCpVLDb7fjpT3%2BK6urqAcPPRR%2B7oKAgLFiwAFu2bMEjjzyCGTNmICQkBFqtVqp/VCoVQkJCkJSUhLy8PMydOxfZ2dmorq6G2%2B2Gy%2BUadu5PPn9448YNdHR0ICQkBImJidNirm48MPyciIiIAkXUCGaz2Sf83OVySXWYy%2BVCVVUVHA4HIiIiEBsbiwsXLsBsNkv7cPV6Pe6%2B%2B%2B4JDUAHGIIOfBaCnpCQgODgYDz55JNITk6e7CERERERERF9LjEAnYiIiIiIiIiIaJpRq9WIj4%2BHyWTC5cuXRxWC7na7kZmZibCwsPEebj86nQ6xsbHweDyor6/3KwR9JMRC8oSEBDzzzDMwGAxckExERES3NLFJLSkpCV6vFwsWLMAjjzwiHfOnDiorK8Nbb70Fm83Wb2OeWORsNBqxdetWpKenB2zsZrMZn376qVQLinvMnDkTDocDVVVV0jG1Wi0tnFar1VJzr5iYGDz88MN4%2BOGHR/TMREREREREREREE0WhUKC%2Bvh4fffQR3G63NOcl5uLCw8PxrW99CwsWLIBarfb53EDXEvNkERERyMjIQHR0NM6fPw%2Bv1ztgc1VBvJedKiHoYo4vJSUFX/nKV7B27VosX74c9913H%2B677z4UFBRg/fr1uPfeezF//nzExsZCp9N9bpt3ERER0fQiapWjR4/i0qVLUo2mVCqhUCiwdOlSrF69Gnq9ftTX93g8CA4ORn5%2BPq5cuYKWlpZpH4Iu3gUDDD8nIiKiwHK73VCpVHC5XPjd736H5uZm5ObmjniuifNSRERERLc%2BUTs6HA78%2Bc9/xsGDB9HQ0AAAAwYhjYR8Hs7hcKCyshLV1dVYunQplErlpIagi/FNpxD07u5u7NixA%2BXl5f32KYuf9Xo91q1bh%2Bjo6EkcKREREY3WCy%2B8gHPnzvmEnwvyEPTW1lY4HA7k5OSMW%2B1SU1ODwsLCAetBr9eL3t5eLFy4EDExMaO6vvydqMViQUlJCX7961%2BjpKQEnZ2dABDQ3ix9iXWOLpcLt91226i%2BR/lnoqOjMXv2bMTFxQVymERERERjImoup9OJX//617h8%2BfKAwZEibDs8PByPP/44CgoKkJOTA%2BDmHJ/4D7hZB4m5tLCwMKSmpmLevHkwGo1oa2tDZ2enVM8NVmvJwyobGxvR3t6O4OBgmEymKTtHN14Yfk5ERESBImoss9mMp59%2B2if8vO85LpcLtbW1sFqtyMjIQG5uLgoLC6VzvV4vVq5cifDw8Al/DoagA3q9HjNnzoTRaJzsoRAREREREX1uMQCdiIiIiIiIiIhoGlIqlYiLi0NKSgrKysqkoMrhNqqJBSZNTU2Ii4tDdnb2pCw8CQ4ORmJiIjQaDRoaGqQQ99GSj9/r9SIjIwNPP/00DAaD1GyCiIiI6FYlaqGgoCCkpqZi7ty5APzbmCU2zxUWFuLs2bPSBi/5tUUzhscffxxLliwJ6NgtFgsKCwule3V0dGD27NnIzs7GwoULERkZCZVKhRs3bvg0hfB4PNBqtVizZg02bNiA5cuX%2B/3MREREREREREREE8nj8cDr9eKdd97BtWvXfBpWiWbrTz31FPLy8vy%2Bpvz9qFarRWZmJpKTk3Hy5El4PJ5BQ9Dl74YnOwRd3Ke7uxtmsxlerxeZmZkICwuDXq%2BHXq9HWFgYtFqtT0OFvg3CiIiIiKa6kydPSnUgAOmd7KOPPoqMjIwxXVu8zw0KCkJeXh6uXbuG5ubmaRuCXlNTA5vNBoDh50RERBRY8vDzZ555BhcuXEBHRwcAIDMz0%2B9QR3ldUllZCaVSiaCgoHEfPxERERFNHHn4%2Ba9%2B9SucPHnSJzw80GGTCoUCN27cwJUrV7B8%2BfJJD0EXzzhdQtDLysqwc%2BdO2Gy2fnthxM/5%2BflYv379ZA2RiIiIxuDZZ59FcXExNBoNvF7vgGvilEqltDcVAJYsWTJu/UVu3LiBY8eODdjbRalUQqlUIikpCbm5uSOqn/qujTt9%2BjT27NmDt99%2BGzabzWf9nL/1qBijvK70Zzxerxc2mw2JiYmIjY31615DUavVY74GERERUSApFAq43W68/vrrOH78OAD0qzPVajXcbjeMRiN%2B8IMfYOHChQgJCQGAYdfY9e2FFxYWhoyMDCxatAg3btyA2WyWjg/WM1AeVtnc3Ayz2QyNRoO0tLSxPPq0wvBzIiIiCiSFQgGLxYIf/vCH6Orqkuq9vkQd5na70dDQgIaGBsTExECtVqO2tlaq9RYuXIjY2NhJ2X/BEHTuLSYiIiIiIppsDEAnIiIiIiIiIiKaphQKBeLi4pCeno6LFy/6HYIuzikuLsasWbMmbeFMcHAwkpKSEBMTg7q6OnR1dfk0%2B/eX/JlDQ0Mxf/58fPvb30Z4eDg8Hg/Dz4mIiOhzRTRT7duYYDCiWdbvf/97OJ3OfvWkqMvmz5%2BPzZs3S40iAlU7Wq1WHDp0yGdD4Ny5c5GamgoAyMjIwMKFC7FkyRKkpqbCZDIhNzcXK1euxNatW7F8%2BXLExcUB4GY0IiIiIiIiIiKamkRj0t27d6Opqcln/k2tVqOgoAArV66EVqsd031MJhOysrJw9OjRIUPQxZiAqROCbrfb0dbWBp1Oh9TUVAaeExER0bQyWON6EVL0ySefoL6%2B3qcZ/fLly/Hggw8G5P7yEPQFCxZM6xB0vV6P4uJi3HvvvXjiiScA8D0wERERjZ08/PwnP/kJrl69CoVCgc7OTqlu8icEXV6XvPvuu3jxxRcRERGBuLg46HS6iXwkIiIiIhon8vDz559/HhcvXhy0PhzqPeZI9skqFAoolUqYzWZUVFRgxYoVkx6CDmBahKA3NDTgpZdeQn19/aB7qxMTE7F161ZERUVNufETEcUgl0wAACAASURBVBHR8Lq7u3HhwgVpbm6g/98rlUp4PB7ExMTg3/7t38b1nWdHRwcKCwule/bl8XjQ1taGlStXQqPR%2BFV/iGdzu91obW3F%2B%2B%2B/j9dffx3Xr1%2BXjg22DlCubw0q3k/3DXOSr8nrS/xeBCHNmzdv2PsSERERTUenT5/Gvn37BtzvIMK2IyIi8JOf/ETqfSKMpM4U56pUKuj1eixfvhxOpxOdnZ2wWq1D1q1er1eqKTs6OnDXXXchMTFxBE85fTH8nIiIiMaDTqdDa2srGhoahnxnKnr3eTwetLS0oKenR%2BrT5/F44PF4EBISgnnz5k3au8exhKB3dXUhLCxs2oegExERERER0eRhADoREREREREREdE0FxMTg4yMDJSWlvoVgi4Wp3g8HpSVlWH27NkwGo2T1rg0KSkJc%2BfORVVVFVpaWqRjwz2HfCEyAGRlZWHVqlXYsmULQkNDuSCZiIiIPtf8qes8Hg%2B8Xi/27NmDkpISqUaUEzXX8uXLcfvtt/t9bX/V1NTg8OHDUtMur9cLk8mE2267TWrYpVQqERERgczMTMydOxdz585FRkYGwsLCfBpAcBE1ERERERERERFNRR6PBxaLBe%2B88w6cTieAm/NuISEh2LRpU0AaUXm9XiQkJCA3NxeFhYXTLgTdYrGgs7MTBoMBiYmJnO8jIiKiaUG%2BRq2xsRFarRYqlQrAzcbx586dQ01NDYCbdeCyZcswY8aMgK3Zu1VC0GNjY7Fo0SLcc889ANiUlIiIiAJDqVTC5XLh2WefxZUrV6BUKqXGnRaLxa8QdHld8sEHH%2BCtt96C1%2BtFbW0t9Ho9Q9CJiIiIbgHy8POf/OQnUu04WMim/PfBwcHQarUIDw%2BHy%2BWS3tGKunK4vbLinKkUgi5q5osXL0Kr1SI3N3dKhaDX1tbid7/7Haqqqgb9fjUaDZYuXYqlS5dCo9FMiXETERGRf8T7yuzsbERFReHs2bMDhviIMMTY2Fg8//zzMBqNY66hhhvX/v37pXWAfSmVSnR2dqKhoQF5eXnS%2Br2%2BdUjfoPLu7m58%2BOGH2LFjB44fPy4FPIqabCh9%2B65kZmYiKysL69atw%2BrVq7Fy5Urk5uYiOTnZJ6RpuFr3ypUrmDlzJmJjY0f8PRERERFNRaIGc7lc2L59Oy5fvgzAd45MBF0ajUY888wzSExMDNh8mLjOnDlzEBISApvNhubm5kHPV6lUcLlcAIB/%2Bqd/wp133jnmMUwHDD8nIiKi8SBqsfnz58PtdqO2tnbYEHTxbrS1tRUhISFobW2V5uv0ej2WLFki7R2ZDKMNQW9sbITFYmEIOhEREREREY0aA9CJiIiIiIiIiIhuATExMcjKykJJSYnfIehiI1xrayuysrIQFhY2gSO%2BSalUIjw8HCtWrIBGo4FKpUJjY6M0fvEsYoGxWBgjfqfRaLB69Wps2bIFeXl50Ol0XJBMRERE5AfRcP%2Bdd95BS0vLoAuXIyMj8fWvfx1arTbgC5UvX76MM2fOSPcCPqtt8/Pz%2B9V/8o2BYhxcNE1ERERERERERFOdQqFAW1sbPvroI2kOTPx5//33Y%2BXKlQG7j9frRXx8PGbMmIEjR44MG4Iu3sWOVwh6amrqiELQ29raYLVaER8fj6ioqFHfm4iIiGgiyNeovfvuu/jrX/8Kg8GA2NhYaDQaqZ4qKSnBtWvXAHxW92g0GjzxxBMIDw%2BXfhcIt0oIuqgDuQaQiIiIAuk3v/kNiouLodVq4Xa7fWqd4ULQ%2B4afv/HGGwA%2BC1O02WyoqqpCSEgIQ9CJiIiIpjGPxyOFnz///PODhp/3DZdctmwZ7rzzTjz55JMoKCjAmjVrsHLlSmRkZMDtdqO9vR0ul2vIZvN9r88Q9KHZ7XZUVFTgj3/8I65fv97v3wS4%2Be%2BUnp6OJ554AgaDYVLGSkRERKMnrznS09MHDEGXh5//9Kc/lcLPxyt0SKzBO3XqFLq6ugasF8XPzc3NaG9vx9y5c6FWq32OyffF1tfXo6SkBL/97W9x6tQptLa2AsCw/WLE50VAZ3BwMG6//XY88MAD2Lp1q1STJiYmIi4uDhkZGZgzZw5mzpwJtVqNpqYm9Pb2DvoMSqUSSqUSJpMJubm5k1r/EREREQWKqGd27dqFnTt3AvCtu0RtFRoaim984xvIysoK6Bo2eY2bkJCA06dPw2w2D3iuPPj7n//5n7F69WoAuOXrMoafExER0XiR12KzZs2CUqlEfX09uru7peODfc7tdqO5udlnHq2xsRE5OTlISEiYkPEPhiHoRERERERENBkYgE5ERERERERERHSLiI6OHlEIutDR0YGenh6kpaVBr9dPwEj7Ew0iZsyYgfz8fMTGxkKv18NisUChUMDpdPo8S2RkJAwGAx566CHcd999uO%2B%2B%2B2AwGPqFpRMRERHR0EpLS/HBBx8A6L8IW/wcExODgoICKBSKgNdZly5dwoULF3yuazKZsGTJkn7nysfHhdJERERERERERDSdWK1W7N%2B/X2qKpVQqoVKpsHHjRsTFxQWsEZVoNBAXF%2BdXCLq8KcF4hKDHxMQgJSUF5eXlsFqtQ54rb56g0Wgwa9YsqfkrERER0VQjb5r54Ycf4q233oLNZoPZbJYalIrwy7q6OpSUlEClUkk12fr16xESEhLw9563Qgi6wHfCREREFEhGoxHHjx%2BHw%2BHw2WcxXAi6fG%2BCPPxcpVLB5XJBqVSip6cHNTU1CA4ORmxsLIKCgibnIYmIiIhoVMRcn8PhwH/%2B53/i4sWL0ntdOfE7nU6H2267DVu3bsUjjzyC3NxchIWFISQkBDqdDgaDAWlpabjzzjsRFxeHoKAgVFdX%2BzSUHwpD0Afn8Xhw%2BvRpvPjii2hqahow/FytVsPtdiMyMhI/%2BMEPEBcXN6FjJCIiosAZKgRdq9XC5XJNWPi5GI9Wq0VrayvKy8uHrOvcbjeuX7%2BOsrIymEwmeDwehISEwOFwwOPx4NKlS/j000/x2muv4dixY2hvb5dqG1F/DUZeUwYHByMpKQlf//rXsWrVKsycORMajQbAzXBMUS8pFApERUUhNTUVOp0OVVVV6O3tHbSm83g8sFqtWLFiBdfxERER0S2juroab7/9NiwWS785QK/XC41GgwceeABLly6FWq0el/V9vb29%2BNvf/oZjx44NeE7f8PO7774bwK0f9M3wcyIiIhpv8vnGnJwcqNVqNDY2oqurSzruD7Hv1uFwYNasWZO%2BXpAh6ERERERERDTRGIBORERERERERER0CxlpCLoIF29paYHb7UZycvKkLKCRL3ZRq9XIyMhAfn4%2Bli9fjvz8fMyaNQtLly7F4sWLsWzZMjzyyCNYs2YN5syZIzUgEIuJuGCGiIiIpiJ544HB6hX5sYlaCFxcXIyzZ88OeEzUkgsWLMDixYsDOiaPxwOn04nt27ejsbHR57pJSUm44447AnIfIiIiopGSN%2BUUDeu5SYuIiIiIxqqzsxN79%2B71aSgaHR2Nf/iHf4BSqQxovTnSEHTg5lzgeIWgp6am4vLly7DZbEOOWalUIiwsDIsXL8aMGTNGfU8iIiKi8SRvmtk3BLOjowP19fVwOBxITk6GTqdDT08Pjh49KtU8Op0OGzZsgE6nG5d5x1spBJ2IiIgoEDweD2JjYwEAly9f7hfUOFQIujjWt%2B4Tzda9Xi/UajVsNhvKysqQl5eHqKioiXw8IiIiIhoD8Y7S5XLhj3/8Iz799NMBAydVKhU8Hg9CQ0OxadMmrF27FrNmzZKOi7pR/ClqzuTkZMyZMwdGoxFFRUXDhp8LDEEffBwKhQJHjx6F3W6X/l0EUauHhoZi27ZtSEpKmrCxERER0fgYLATd7XYjISEBzz333ISEnwM39/y63W4UFxfD6XQOOmbgs5quubkZp06dwtGjR1FSUoK9e/di7969%2BPjjj1FUVISuri5p38pga/sEeegjAMyaNQtr167FF7/4RZhMJqlPjBinvEaV12zBwcGIjo5Gb28vampqfIIl%2B95PrVZj9erVUqg6ERER0XQlaqSSkhIcOXIEbrfbZ65O1FrR0dHYuHEjYmJixmUcTqcTr776Kj7%2B%2BGOf%2BwoMP2f4OREREY2vvu9MdTodWlpa0NHRAaB/fTYQcby7uxuzZ89GTEzMhL837Ysh6ERERERERDSRGIBORERERERERER0ixlNCHpvb68UPJmYmDhpIejAzcXiHo8HwcHBiIiIQEpKCpKTk5GcnAyTyQS9Xg%2BdTuezOIaLZIiIiGgq6tsswOPxoKWlBe3t7aisrERNTQ3a2tpgs9lgtVphMBj6bbQajwXBYsH0/v37cf369QEXK4ufMzMzkZeXF/AQJo/Hg48%2B%2BghdXV0%2B905ISMDSpUsDdi8iIiIif8nrsEOHDqG0tBSpqanQaDQjrsm4qYuIiIiI5Lq6urB3716fOjEmJgb33HPPmBvVD2SkIejypgXjFYKekpKC0tJS9PT09AuYEvODBoMBX/jCF1BQUCCNi3U1ERERTSVDhZ%2BLOqu7uxsNDQ2wWq1ITU1FcHAw9uzZIzWRCgoKwoYNG6DVasdtnAxBJyIiIrpJ1DFBQUGoq6tDS0tLvz0WfUPQASArKwsA8P777%2BPNN98EMHCzdfHz2rVrcdddd7FuIiIiIppGxDzahx9%2BiMOHD8PhcPQ7R9SA4eHh%2BMpXvoJly5YhMjISwODvM%2BW/U6vVyM7ORnJyMioqKtDT09PvnIEwBH1g4eHhmDt3LkpKSmCxWHzeZ3s8HkRGRmLbtm0wmUwTNiYiIiIaX31D0MPCwlBZWYmf/exniIiImJDwczEOAIiNjcWlS5fQ0NAwZC8XsSavt7cX3d3dMJvNaG9vR1dXl/RuuW%2Bo%2BWDk76ONRiPuuecePPXUU8jNzUVQUJBPTeZPbabX6xEeHo5z586hu7t7wOfwer2w2WzIz89HREQE5z2JiIhoWlMoFLBarfjf//1ftLe396t/xN8feughLFmyZFzG4HQ68corr/iEn8v3djD8nOHnRERENDH6zjcGBQVJPQHl%2B2yHolQq0dPTg9raWqxYsULat8sQdCIiIiIiIvo8YAA6ERERERERERHRLWg0Ieh2ux1msxkAJi0EXYxF/qc/5xIRERFNVQqFAt3d3airq8POnTuxc%2BdOvPnmm9i/fz8OHz6MEydO4MiRIzhw4AAOHDiAkpISFBUVITQ0FE6nE%2BHh4T7h6YEOId%2BzZw8aGxsHPC5qyKysLCxYsCDg9z9w4AAOHz4sXVPcLzc3FwsXLgzYfYiIiIj8Id/wvmPHDvzf//0fGhsbodPpYDKZRhSCLq5ls9ngcrmg0WjGe/hERERENIV5vV6o1ep%2BDfNTUlKwcuVKAOPz3nOqhaDHxsYiJSUFRUVF6O3tlepv8R7baDRi8%2BbNuOeeewCwKRURERFNPaJeAvqHn4umm6JeEmvxOjo6MH/%2BfLS0tKCurg4KhQK9vb2YM2cO4uLixrUxFEPQiYiIiHxFRETA4/Hg7NmzAzYq7RuCHhISgvPnzw9Y9wG%2BDek3btyIrVu3cj6LiIiIaBo6f/489u7di6ampn7HRM0XHh6Ob33rW8jLy4NarZaO%2BzNfJubVTCYTTCYTqqurYbVa/ZpvYwj6wIxGI2bOnImLFy/CYrFIY0tLS8MPf/hDJCUlTdhYiIiIaGL0rWHWrl2L0NDQMYWfj6aGEWvasrOzceHCBXR1dQ15jYHmHwc73pdCoZA%2BI8679957sWHDBqxduxYajWZEvVn6ioiIgEqlQlFR0YDjEPOnq1evRlRU1IivT0RERDRViHm4uro6HDx4EA6Ho99%2BCqVSiaioKGzevBnh4eEBn%2B9i%2BPnAGH5OREREk0U%2B35iamgq9Xo/29na0trb6FYIuzmlra0NPTw/mzJkTkD24YzXWEPTw8HDEx8dz3wgRERERERENiQHoREREREREREREt6jRhKD39PRMiRB0IiIioulKvgDZbrfj2rVreOmll/Dxxx%2BjqKgIjY2NcLlcAG42FRANsDweD1paWnDjxg2cPn1aCiRSKBSIjo6WmkUFYnGwuMaRI0cGbNQlp9VqsXz5cgAI6Eaw/fv34/r16/2eZ/ny5cjJyQnYfYiIiIiG0zf8/K9//SsAwGazobGxEWq12u8QdHGt%2Bvp6/OhHP4LH40FaWhpD0ImIiIhuUYPVh%2BL34k%2BNRoOTJ0%2BitbVVOic2NhYrVqwY12YAowlBF%2BMJZAi6%2BFxcXBxSU1Nx6tQpuFwu6R02w8%2BJiIhoOhB10IcffiiFYKrVap%2Bmm/LzHA4HGhoa0NDQIIVoivV72dnZyMzMHPfGUAxBJyIiIvqMqGPS09PR1dWFa9euDVjbyEPQy8vLcebMGQDDh59v2bKF81lERERE04jYp2G32/Hee%2B%2BhtLQUgG9wpKj5QkND8bWvfQ3z5s0b1b3k743j4%2BMRHx%2BPmpoaWCyWaR%2BCrtPppBD0iZ47NBqNmDFjBs6dO4fe3l7k5%2Bfjq1/9KuLj4ydsDERERDSx5DWHqIVGUhOJ%2Bqe7u1sKDx9psKU4V6vVQq1W49q1a%2Bjt7Q14HSTCz71eL/R6PRISEvAv//IvWLNmDZKSknyeZzTEe2un04ljx44NGoCuUChQUFAAo9E4%2BochIiIimmSiZtqzZw%2BKiooGDX9MS0vDAw884POZQGD4%2BcAYfk5ERESTTT4/mJycDL1ej46ODrS0tPgdgg4AVqsVBoMBycnJU2KvhQhBV6vVIw5Br6%2BvR2JiImJiYiZh5ERERERERDRdMACdiIiIiIiIiIjoFsYQdCIiIqKJI98sdenSJezbtw%2BvvvoqGhoa0N3dDcB3o5Woyzwej0%2BNplAo4HK50Nvbi9LSUpSVlaGmpgYzZsyASqWSrjGWxc5i4fW%2BffvQ1tY27LXuvvtu6HS6gDWlOnPmDF577TUANzf/iedauXIlUlJS2DyfiIiIJoyoOXbt2oVXX30VAKRAyK6uLjQ1NfkVgi7qwYaGBjz77LPo7OxERUUF9Ho9TCYTtFrthD4XEREREY0PeeNQhUIBm80Gq9WK69evo6WlBV1dXVLTAnGOy%2BVCSUkJbty4ITUL0Gg0uOuuu3waso6HkYagi88AgQtB79vUPzU1VWqcGhUVhU2bNjH8nIiIiKYFEYjU2dkJt9s9bFN5l8uFzs5OdHd3w263S%2B9EtVot7rjjjjEHFfmDIehEREREvs1KExISUFNTg%2Bbm5kHPBSCFP/ZtQM/wcyIiIqLpT9R8f//737Fnzx4A8Nl7K2o%2BvV6PJ598EosWLRpz4LiYV4uLi0NMTAxu3LiBjo6OIff7ClMxBF2hUKC4uBgejwezZ8%2BelDlDo9GIBQsWwGQyYcOGDYiKiprwMRAREdHEkq/bG0n9Id/r8V//9V%2Bw2WzIyckZVQg68FlAY0REBKxWKxoaGuB0OgNSD8lrUq/Xi9TUVKxbtw6PPPIIsrKyfJ57LPcT19HpdCgsLERPT0%2B/c8Qe6DVr1jAAnYiIiKY1MS/3ySefoLa2tl8PPvHz0qVLMWfOnFHVh4Nh%2BPnAGH5OREREU4X8Pa7JZEJISIjfIeiiZrRarbDb7TCZTIiIiJjI4Q9KqVQiJyfH7xB0jUYj1VubN29mbxwiIiIiIiIaEgPQiYiIiIiIiIiIxtlADT/Fwg/xe7HoeTyagzIEnYiIiGj8icXKwGebrd58800UFRXB6XT6LPz1pzmVIOo2m82G69evo7S0FE6nE1FRUdDr9WPaOCfqzuLiYtTV1Q1aIyqVSthsNmi1WsycOTMgtWpTUxPee%2B89mM1mqFQqaYOe1%2BtFTEwMtmzZguDgYDbNJyIiogl17NgxvPTSSwA%2BCz93uVxSPeJPCLq8Ida2bdvQ2dkJrVYLp9OJ0tJShIaGMgSdiIiIaJoTNaCoA4uLi3H69Gm8/PLL2LdvH3bv3o0jR47g4MGDOHz4MIqLi3HlyhUYjUZERUUhKChICv0GPgvPXLFiBcLDw8d97FMtBD0hIQEmkwmlpaV4%2BOGHUVBQAIBNqYiIiGjqU6vVmDdvHux2O5qbm/0KA3I4HLDb7QBuvi92OBxYuXIldDrdhASKMwSdiIiIpqNA1xziWsHBwbDb7bh69SocDodf4xDk690Yfk5EREQ0vV28eBGvvvoqHA5Hv%2BAhr9cLrVaLNWvWYOXKlQgODh7z/cT7Uo/Hg8TERISFheHMmTODvq/ta6JC0CsrK4ed95TXxdnZ2Zg7d%2B6oxzBWYWFhyMjICMi/EREREd2axJo0s9mMH//4x6ivr0dnZye8Xi8yMzNHHYKu1%2BuRkJAgBSKNJQRdoVD41KRJSUlYtGgRvvnNb2LmzJkICwsbl3e0vb292L9/f78AdLFOMjw8HOvXr%2Bd%2BXyIiIpr2LBaLNBc4mFWrViE9PZ3h5%2BOM4edEREQ01cj3vSYlJUGv16OzsxPNzc3DhqCLY42NjXA4HMjOzp4y7y39DUFXqVRwuVyIj4/H888/j/Dw8DH1NiQiIiIiIqJbHwPQiYiIiIiIiIiIxolYtCFfuNHZ2QmXy4XGxka0tbXB6XTCarVKzUX7bjoL1CY0EYJeWlrKEHQiIiKicSBqtg8%2B%2BAAvv/wyLBaLVMv525CqL1GviZqyvb0d165dw9WrV5GSkoKIiIgxj7eurg6XLl0atDYUv1er1Zg9e/aYg9fdbjeOHz%2BOI0eOwOl0StcX9Wl6ejruuusuqNXqUV2fiIiIaLTCw8Nx%2BvRp2Gw2n9rInxD0vuHnFosFarUaTqdTavR58eJFhIWFITExkSHoRERERNOQqPk8Hg%2BqqqqwY8cOvPLKKygpKUFnZ6cUaCnOdblcaG5uRmVlJY4dO4aamhrpHXFvb6/UqCkzMxOpqakT0hBgNCHoYt5uPELQk5OTsXDhQixYsAAAm1IRERHR9ODxeBAcHIzMzEz09vaipaVFagbvb22kVCqlNXyzZs2asBqIIehEREQ0nVy9ehXl5eWIi4uDSqUK2HVFQ9Lk5GSUl5ejsbFxwKaeA5E3pH/wwQfx6KOPcj6LiIiIaBoS72Y/%2BeQTlJaWSoE6gnxvw4MPPoj4%2BPiA3lulUqGrqwsvvvgiOjo6RvT5iQhB12q1uH79%2BqAh6PK6%2BP7778fjjz8OIHB7oUeD85REREQ0mL57Pbq6uqBUKtHR0SG9Kx1LCHpYWBiSk5Ol9YJ2u93v2kzcS9SfSqUSCoUCGzduxLp167B27VpotVqpzgpkzSPq38bGRhw4cAAul2vA89LT07Fu3TrWW0RERDStKRQKOBwO7NmzB263e9B3w3l5eUhPTw/IPNdEh5/3rWWnamAlw8%2BJiIhoquobgh4SEiLNIQ4Vgi4/VlNTA6fTiTlz5kyZ%2BkWEoGs0mgFD0EVNFhcXh%2Beeew5GoxFutzugazaJiIiIiIjo1sMAdCIiIiIiIiIiogCSL15WKBSw2Wyoq6vD3r17cejQIbz11lvYu3cvdu3ahY8//hgHDx7E3r17cfLkSRQVFeHy5cvQ6XSw2%2B0wGAzStQKxoDg6OhqZmZl%2BhaCLDXAMQSciIiIamrz%2Be/PNN/HOO%2B8AwJC11miIezgcDjQ1NaGwsBAJCQmIjY2VFguPZCOdOLejowOffvrpoE1cxfUaGxuh1Wpx2223jaqZgzi/qqoKf/nLX9DZ2enzHYk/v/SlLyEtLc3v6xIREREFggj90Wg0qKiogMPh8Dk%2BVAi6y%2BWCSqWC2Wz2CT8XDaC8Xi/UajXcbjeKi4thMpmQmpo6JZsHEBEREdHARMMkl8uF3bt3Y8eOHThx4oTUgEo0N5CTNyd1Op24ceMGamtrpXBMcb5Op0N%2Bfv6E1YcjDUGXN2AIZAi6EB4eDoBNqYiIiGj6EPVUUFAQMjIy4Ha70dTUhO7ubun4cEQtqFarsXTpUqhUqglrOMoQdCIiIpoOKioq8OMf/xhnzpyByWQKaAi6qIc0Gg1mzpyJkydPoru726/1fuL4Qw89hMcee0y6HhERERFNLwqFAk1NTfjDH/6A3t5en5pO/u73C1/4AhYsWBCw%2B4pG8VarFdu2bcONGzcG3ccxlIkIQddoNAOGoA8Wfs73vURERDQViRql714PUc9YLJaAhaCnpKQgMjISjY2NsFgsPvWT0DfwXPB6vYiOjsbatWuxefNmrFq1CjExMT7PEGiin0xpaSmOHj3a77gY45w5czB//nyf8RMRERFNR3V1ddizZ8%2BQ74Xz8/ORlpY27cLPgc9qNafTiY8//hgpKSlQq9VjeobxwPBzIiIimuoCEYJ%2B7do1OBwO3H777ZPwBANTKpXIzs7uF4Iu3jMz/JyIiIiIiIhGigHoREREREREREREASQWL1dXV6OoqAh/%2BMMfcPDgQRQVFaGmpgbd3d2w2%2B3SwhWPxwOXywWr1Qqz2Yzr16/j5MmTKCwsRGdnJ%2Bx2OxITEwO2CHckIejieRiCTkRERDQw%2BWap1157DR9%2B%2BCEASA3qx4tKpYLT6cTp06ehUqlgNBoRFhbms4B6OOKcqKgonDhxAlarddBzRc14%2BfJlGAyGETdzEN9TS0sLXnjhBTQ1Nfls0hPXz8jIQEFBAcLCwvz8JoiIiIgCQzRvCgsLQ01NDcxmc795s4FC0OPj4xEUFIT6%2BvoBw8/ln/N6vUhISMCDDz7IemcC9fb2ShvwiIiIiEZDbNh3OBz4n//5Hxw6dAgNDQ0A%2BjciHYg47vV6fQLTRZ1osViQkZGB2NjYcXwKX6MJQRfjDVQI%2BkBjIiIiIpouRD2l0%2BmQlpYGr9eLpqYm2Gw26fhwnweApqYmBAUFYcaMGSN61xuI8TMEnYiIiKaq8vJyPPvss1Jz87KyMsTGxiI%2BPj7gIeghISHQ6/UoKyuDw%2BHw67NhYWHIy8tDVlbWqAORiIiIiGjyiPpt165duHDhwqB7PxYsWICtW7cGbN5OHn7%2B9NNPo76%2Bvl/Iz0hMRgi6/Lti%2BDkRERFNdaJGaWhoGHCvh3z9XiBCAUOvbwAAIABJREFU0IODg5Geno477rgDVqsVKpUKbW1tANBvjaEIRNJqtVi4cCHuuusu/OM//iMWLFggBZ%2BLGnQ85x67u7vx97//HXV1dQOGsqtUKmzduhXx8fGcAyUiIqJpr76%2BHkeOHBlw/4eohW677TZkZ2ePaT5wIsPPxThbWlqkXofHjh1Dbm4u4uLiptS7bIafExER0XQRiBD0iooKOJ1OzJkzZxKeYGADhaCLPcYMPyciIiIiIqKRYgA6ERERERERERHRGMkX%2BjqdTuzevRtvv/02jhw5go6ODjgcjkEXq4ifxeeVSiVcLhecTieuXLmCc%2BfOobi4GNHR0VCr1QgODh5zw4To6GhkZWUxBJ2IiIhoDOSbpd599128//77APpvQJOThwHJN1qJ3/tLNA9wu90oKytDd3c3wsPDER0dPeJgcgCora1FdXX1oOMQ9/N6vbhw4QIiIyORnp7udzMvhUKBjo4O/PSnP0VDQ4NP4yv597V%2B/Xrk5eX5/T0QERERBVpISAgiIyNRWFgo1XtDhaAbDAYAwHPPPTdo%2BLmoz9LS0vD9738fCQkJE/tQn2NmsxmvvvoqXC4XEhISuNmOiIiIRkwefv6rX/0Kp0%2BfloKQxNzYWNntdsTHx2PmzJkTGhw50hB04GZjqfEKQSciIiKaTkQ9pdVqkZqaCoVCgebmZlitVun4UERtVV1djcTERCQmJk5oPcUQdCIiIpqKRPi52%2B2GWq0G8Nn82XiEoIv6JSYmBufPn0d7e7tfn3M4HAEJRCIiIiL6POvt7ZXqvYkm6rb3338fTU1N/d75iuP5%2BfmYO3euz%2B9Gy9/w88HWKw5mIkPQnU4nw8%2BJiIhoWlEoFKivr8dzzz2Hzs7Ofns9xDlA4ELQvV4vgoODsXDhQuTn5yMrKws5OTkIDw9HSkoKsrKykJGRgfz8fGzcuBHr1q3D2rVrkZubC51O53PP8ZxvFPdpaGjA9u3bYbfbfepQUZcmJSVhzZo1CAkJ4fwnERERTXsdHR04ePDgkPsltFotlixZIu0LHqmJCD/vWzMWFxfjlVdewZEjR2A2m%2BF2uxEREYG5c%2BdOmRqO4edEREQ03QQiBL28vHzKhqDrdDqUlpYiMjISP//5zxl%2BTkRERERERCPGAHQiIiIiIiIiIqIxEAtl3W43zpw5g%2B3bt2Pnzp2wWCzSMbEI2Z8G%2BOIc%2BcLc5uZmXLhwAVevXkVkZCRiY2N9zh/NQuOoqChkZmaOOAS9oaEBAEPQiYiI6PNNLDQGgB07duCNN94A0H8DmqixxJ9iYbNer0dYWBiAzzaxyY/LP%2BfPGDweD2pra9He3o7g4GCpMb4/DRYUCgVUKhWCgoJw5MiRYRdXi/GfPXsWwcHByMnJke4h7ic%2BK37vcrlQVVWFX/7yl1L4udiQJj8/Ly8PTz75JBvCEhER0aSLiYlBaGgoioqKBqyP5CHo1dXV2Lt3L2w227Dh59/%2B9rcZfj6Bmpqa8N///d%2B4cOECmpubYTQaERsby013RERE5DePxyOFnz/77LMoKysL%2BJyVqDWvXLmCOXPmICoqKqDXH46oV0UA%2B3Ah6PI5TIagExEREfmGoCcnJ0OlUqGpqcmvEHQx5%2BhyueByuZCamiq9Q54o8hD0vLw8XL16lSHoRERENGn6hp%2B7XC7pfa3dbselS5cQExMTkBB0ebP0ffv24fDhw359LtCBSERERESfR5cuXcILL7yA7OxsREZGTsoYrl69iu3bt8Ptdver4VQqFdRqNZ544gkYjcYx13miUXxXVxe2bds2aPi5SqWCx%2BOBwWBAZGQkuru7/ZpvEyHo5eXl4xaCrtVqcfXqVfT29jL8nIiIiKYFr9cLu92Ob37zm7DZbNDpdHA6nQOeG8g5P3kwkk6ng8lkQnZ2NvLz87F48WIsXLgQeXl5mDlzJuLi4mAwGADc3Js7EfOLYs7V4XDgxRdfRE1Njc%2BeGfme39WrV0sBoERERETTXVdXF/bv39%2BvJ4ycwWDAqlWrpmz4ubzPzblz57Bv3z78%2Bc9/RktLC3p7e6U9HVarFYsWLUJQUNCk13IMPyciIqLp6lYOQc/KyoLRaJTeiTP8nIiIiIiIiEaKAehERERERERERESjJBZqOJ1OvP7669i7dy8uX74MwHdx7Wj0DVWy2%2B1obGzE4cOHodPpEBISgvDw8DE1y4qOjmYIOhEREdEoiNrrxIkT%2BMtf/iLVhX3Dz8XPGo0G6enp2LhxIx566CE8/PDDePjhh7Fq1SosW7YMM2bMgNvthsvlgs1m6xciPhh5CHpjYyPq6%2BsRFBSElJSUEdWJcXFxsNvtqKioGLZJlqgZi4uL0dnZCa1Wi5iYGGkDmbzRQlVVFQ4dOoS//e1vaG5uHrBRFwAkJSVhw4YNMJlMfj03ERER0XgzGo1oa2tDXV3dgPNlol6x2WxwuVxS01D5cYafT56mpib85je/wbVr16BUKtHe3o6GhgaGoBMREZHfRMMkh8OBX/ziFygvLx/2XepoiPk9l8sFi8WC7OxshISEBPQewxF1a1xcnF8h6OIzAEPQiYiIiICxhaCLzzY1NcFgMMBkMkGr1U7U0KUxMASdiIiIJltFRQWee%2B45n/BzQcyh9fb2ory8HNHR0YiLi4NarR7VveTN0j/44AO89tprAOD3/B9D0ImIiIhGr7y8HD//%2Bc/R0dGBsrIyzJgxA0ajccLHcfXqVRQWFg54zOv1wuPxoKCgAEajMSDh51arddjwc7fbjejoaGzbtg2zZ89GVVUVLBaL3yHojY2NYw5Bl9%2Brbwi61%2BvFjBkz8OijjwJgCBERERFNbQqFAhqNBiEhITh//rxUlw02/xfoEPS%2B%2BtZ0fa85kXOKCoUCLpcLe/bswfHjx%2BFyuQb8XjIyMvDoo48iNDSU855ERER0S7Bardi3b9%2BgeyQAoLOzEzk5OYiNjR3RtSci/By4WTe%2B%2B%2B67ePvtt1FSUiJdX97r0OFwYMWKFTAYDCN6jkBj%2BDkRERGNl6Hmq%2BTHxrq34VYPQQ8KCmL4OREREREREY0KA9CJiIiIiIiIiIhGwePxQKVSwW6349e//jWOHz%2BOrq4uAP0XIAeKWGhcUlKC1tZWKBQKJCcnMwSdiIiIaBJcvXoV7733HpqamqR6TJCHoefl5WH9%2BvX4yle%2BgqysLERHRyMoKAhKpRJarRaRkZFISUnBsmXLMGvWLERFReH69evweDzS5qyh6jP5YueOjg7U1dUhKCgIaWlpI6oT1Wo1ampq0NHRMeR5Xq9XqksrKytx%2BfJlFBUVoaenB%2B3t7WhubsaFCxdw8uRJvPbaaygpKYHVah20RtZqtVixYgVWr17NhdBEREQ0Zej1erjdbly%2BfBm9vb1%2B1WQCw88nV9/wc%2BCzf5/Ozk40NDQgIiICMTExow5EICIiolufPJT8t7/9LYqKigad25I3f5f/Xf6nP/cDPmueGhERgdTU1AmfJ2MIOhEREdHYiMZWGo0GJpMJarUajY2NfoWgizCiK1euICoqCikpKRPewJMh6ERERDSZqqqq8P/%2B3/%2BT5qPk4eeCqLW6u7tx6tQpLFmyZFRBmX3Dz9944w0Avuv9/MEQdCIiIqKRKy8vx7PPPguXywWtVouOjg6UlJRg5syZEx6CfurUKZSWlg64LlChUECpVGLNmjVjCgiSh58//fTTfoWff%2Bc730FqaipiYmKQkJCA6upqKQR9OAOFoPtTmzqdTlgsFgQHB/s08BffhbjGjBkzMGvWLAAMISIiIqKpT9Q0WVlZiIqKwtmzZ332xQ5kPOf8%2Bn52sucPL168iF27dqGpqanfMfEdLVmyBIsXL4ZKpZr08RIRERGNlZjPOnz4MBwOx6D1jdvtRkZGBrKzs/1eAzdR4edyn3zyCSoqKga9n9PpxO23347ExMRRXT8QGH5OREREgdR3fk783ePxoLW19f%2Bzd6fBcZ1l%2BvCv06u6tbaW1mJZmyVZUmTLixwv8hJj5DiLyebEBAgJTBEYqIKBmSlSMwUMyT9MZaipYoZ4ajJhCUkqQCCOHeLg2LETvG%2BSI0vWau1q7bKkVrfU3erl/eD3OTmttbVL9vWromJ3n%2B7ztPly13Pu575gs9ngcrng8Xjg8Xig1Wr9rpvJ%2BYbbNQRdYP1FRERERERE08EAdCIiIiIiIiIiommQJAl9fX144YUXUFlZ6ff6eIfeVCqV/L7yz1MZfi%2BaWNra2lBfXw%2BbzYa77rqLIehERERE80TUXCdPnsS5c%2BdG1WDKw1cPPfQQ9u3bN6peGxmCJF6PiIhAdnY2MjIyoNPp0NHRAafTOeFgBcC/wXpgYABNTU3Q6/VIS0sLuE40m80YGhpCRUXFpNcr69LBwUG0t7ejpKQEZ8%2BexYULF1BUVITq6mo4HA54PJ4xa2Tx%2BVWrVuHpp5%2BGwWDgIHwiIiJaFERNkpSUhK6uLtTW1k6pThEDA5KTk/H973%2Bf4efzaGT4uRiCIP6/6%2B/vR01NDeLj47Fs2bIFXi0REREtVmI/7dChQzh16hTcbveYQ%2B9H7nmNfMYqapDJnr2Ka10uF9rb25GZmYmoqKhZ/EWBYQg6ERER0cyMDEFXq9Xo7OycNARdPHt1u90oLy/HsmXLkJiYOJ9LBzD9EHRRy/b09KCvrw9JSUkICQmZp1UTERHRUufz%2BVBRUYEbN25gaGho3D0llUol9%2BTt3r1bHgo/VeK7R4afjzVsfeSfx/suhqATERERTU6En3s8Hmg0GgwPD0OlUsFmsy1ICPrp06dRX18/Zq2nVqsBALm5uUhMTJxWbTed8PMf/OAHSE9Pl%2B9nNpsRHx%2BPhoYG9Pf3B3RfEYJeWVmJLVu2QKPRjHutuE9lZSWOHDkCo9EIs9k8Zgj6SKx1iYiIaLFT7tGlpqYuihD0xaKzsxMHDx7E9evXAfjXduIsTGxsLL7zne/AaDSyD5CIiIhuC5IkQa/Xo7i4GF1dXWNeI54NNzc3Y%2BPGjQgODp70e%2Bc7/FzUZnFxcTh79iw8Hs%2Bosx6i1l22bBlycnKmfI/ZwPBzIiIimi2i/hH7Uz09PaiqqsKJEyfwzjvv4P3338fBgwfx4Ycf4uTJkzh69ChOnjyJGzduoLa2FsHBwVCpVDAYDPJ3Tmef73YPQSciIiIiIiKaKgagExERERERERERTYFoPGlvb8dLL72ExsZGqNXqMYe%2Bi2YTZdOtaExR/nkqw%2B%2BV32e321FRUYGuri5s2LBhRgfHGIJORERENDlRi1ksFrzyyitwOp1%2BdZPy8NWXv/xl7Nu3D0aj0e%2BzYxF1nKg1zWYz0tPTkZGRgcrKStjt9lHXTvQ9drsdjY2NMBqNSE1NnXTAgnhv5cqVuHnzJurq6iBJ0oQ14VihT2O9NhZRP6enp%2BMHP/gBQkJCeCCNiIiIFg1l7bR69WpUVVWNO9RgLD6fD0lJSfjhD3%2BI2NjYOVwpKY0Xfi6I4E6Hw4H9%2B/czhImIiIjGJOrAiooK/PWvf0V3d/eoa0StIfbPtm7dio0bN2L37t3YvHkzUlJSoNFo0NvbC4/HM%2BnQVOX3DgwMoLa2FqtXr5b3zOZzeKjY45tKCLr492AIOhEREdHMQtDVajWGh4dRUlKClJQUxMXFzefSAfiHoK9btw61tbUBhaCr1Wo4HA40NDQgKytrQQLciYiIaGmSJAkxMTEwm81oaWmB1Wr1G1gK%2BA%2BJf/DBB/HMM88AmN4gUgA4deoUfvOb3wC49Qxx5LB15T4YA5GIiIiIZm5k%2BLnb7QbwWa01MDAw7yHoRUVFqK%2BvH/O8hOg7MxgMyM/Pn7fw8xUrVgDwH55vNpsRExOD8vJyDA0NBfzcWYSg33XXXTAajaPOq4izG729vXjppZdQXl6OwcFBmEwmxMTEjApBJyIiIppt87F3xhD00axWK9566y2cP38egP98G7E3GhYWhm9961tITk7mmV8iIiK6bXi9Xvh8PtTU1Ey4LyieVcfHxyMlJWXC%2Bm%2B%2Bw8%2BBz2pVj8eDEydOwOl0jrpG/LbU1FTk5eVN6z4zwfBzIiIimi2iRhgaGkJrayveeecdHDp0CEeOHEF1dTW6u7sxODgIt9sNr9crzxIZGhpCc3MzqqqqcP78eZw6dQo%2Bnw8OhwOxsbGjnp0GiiHoRERERERERJ9hADoREREREREREVGARBNMV1cXfv7zn6O5uXnMRpORATsmkwlpaWnYunUrdu3ahbvvvhtbt27F8uXLERoaCp/Ph4GBAb/DYRMNIhgZnN7Y2IjGxkasXLlSDticDoagExEREU1MkiQ4nU789re/RUNDgxzkDfgfSPvSl76Ehx56CID/QbdAvl/Q6/WIj4/Hli1b0NDQgN7eXvn7AwlBHxwchMVigdFoRHJy8oRDqJTDF9atW4e2tjY0NTVNei8lUTcGMlDL6/UiPj4eP/rRjxAWFsYDaURERLToiNpJrVZDr9ejtrYWg4ODAX1Wq9Vi586dWLt2LUMf50kg4edutxshISH42c9%2BhoSEhAVcLRERES1mom577733UFRU5Pca8NnelsFgwN13340nn3wSDz30EHJycpCYmIjExERkZ2dj27ZtiI2NhdFoRENDw4QDDJRUKhX6%2BvpQXV2NzZs3Q6/Xw%2BPxzOvemdgrDDQEXVnv9vX1obe31y/wk4iIiOhOM9MQdJfLhaKioiUTgq58Tv7AAw/ggQcemM/lEhER0W1Ao9EgJiYGJpMJFovFLwR9ZPj5U089BWBmA9AdDgeamppgs9nk8E3Av6558sknsXnzZhQXF9/RgUhEREREM1VZWYkXXnhhVPi5IJ6j2my2eQ1Bv379OmpqauS9PCVRvzmdTnk9gfYAer1eOfz8Jz/5CSwWy5TCz5VrEPeMi4tDdHQ0Lly4MKXnzp2dnaioqEBoaChCQkLkc7%2Bi1u7u7saLL76Ijo4OAEBHRwfsdjvCw8NhNptZxxIREdGcUe7t1dbWIjIycs7uxRD0z7hcLrz55pv45JNPAPjvh4r6U6fTYdeuXXLv4lL8nURERERjEXtikiTh/PnzY56LENe5XC7cvHkT27dvl89QjKyLFiL8XPB6vTAajSgpKUFnZ%2BeotYn9w4yMDKxZs2Ze61eGnxMREdFMKZ/LSpKE1tZWvPnmm/jrX/%2BKkpIS9Pf3A4C8t6fc31PudYnaw%2Bv1wm63o6ysDOfOnUNfXx%2BMRiPCwsLGrfUmwhB0IiIiIiIiolsYgE5ERERERERERBQA0Shrt9vxs5/9DE1NTaMaj4HPmpG1Wi0iIyPxyCOP4PHHH8cXvvAF5ObmIjk5GcnJyUhMTEROTg42b96MjRs3YuXKlfB4PBgaGsLg4KBf481ERCNLa2srmpubkZycjPDw8Gk3HU83BL29vR0AQ9CJiIjo9jc4OIgjR46gv79frpOUdeEjjzyCffv2AZj5YStx%2BGz9%2BvWw2Wzo6%2BvD0NAQgMBC0G02Gzo6OhAeHo7ExMSAQ9A3btzoF4I%2B2f0mo6xtfT4fEhMT8W//9m8IDw/ngTQiIiJatEQNk5iYiOrqalgsloA%2B5/V60d/fD0mSkJiYCK1WyxD0ORRo%2BLnRaMTzzz%2BPxMTEBVwtERERLQWXLl3Cm2%2B%2BCQB%2Bz0rVajW8Xi9CQkLw1FNPYffu3UhLSwPgPxxB7LEtX74cq1atQnx8PEpKSuRh/oE8/7158yYqKiqwY8cOefDTQoWgZ2VlTRqCLj4j1t7Q0IC77roLJpNp3tZMREREtJjcKSHoyufke/fu9Qsk5X4oERERTcVYIehiPw6YvfBz4NZ5iZSUFDQ2NqK3t1euwcS9Hn74YTz22GNYsWIFIiMj79hAJCIiIqKZ6unpwUsvvQSbzTZm%2BLmwECHoFRUVqKysnPDc7MDAABISEpCRkRFw%2BLn4HS%2B%2B%2BCIaGxunFX4uKM9%2BiLMg5eXlk4afCyqVCr29vaiursaNGzcQFhYGr9eLrq4uXL58Gf/3f/%2BH9vZ2qNVquW61WCxwOBzIzs7mGWEiIiKaE8q9vffeew%2B/%2BMUvoNVqkZWVNa3vUtZp4/XYMQT91m948803ceLECQCjAzrFa9nZ2XjwwQcRGxu7EMskIiIimnPDw8O4dOkSHA7HmHP1lGcirFYr1q9fP6r%2BW8jwc7FGADhz5gw6OjpGvS9%2BU1paGtauXcvwcyIiIloylDNZ2tracP78efzXf/0X6urq5HMYY80TGe%2B7xH%2BVYei1tbWorq5GQ0MDcnJyoNfrp7xOhqATERERERERMQCdiIiIiIiIiIhoUqJR1uVy4f/9v/%2BH%2Bvr6MQ91icFXwcHBuO%2B%2B%2B/Doo49iy5YtCA8PBzD60JxobNbr9UhMTEReXh42btyIzs5O2O12OJ1OAJgwhFzZyNLR0QGLxYJly5bBZDIxBJ2IiIhoDhw/fhynT5/2e03USgUFBdi/fz90Oh2AmYWGi897vV7o9XpkZ2dDkiTcvHkTAwMDACauE5UDFqxWK6KiomA2mycNThc168aNG9HX14fGxka/oPdAB2Ypv1P5%2BezsbDz33HMIDw%2BHx%2BOBWq2e0vcRERERzRdRF/X19eGNN96Ay%2BWa9DOi1hoYGEBnZyc0Gg1D0OfQVMLPX3jhBYafExER0YTEs9u//e1vqKmpkffmgM8GMIWFheHb3/428vPzERISIn9WkiS51lPWfBqNBikpKcjMzERbWxsGBgbg8XgCCkHv7u5GaWkptm/fDo1GsyAh6D6fL%2BAQdOXz8x07dmDnzp3ztlYiIiKixeh2D0FXhoTu3bsXX/nKVwBwKCkRERFNnzIEva2tDX19fQBu1RqzFX4uREZGIikpCc3NzbBarXIY5yOPPIL9%2B/fL%2B31paWl3ZCASERER0WxwuVxwOBzo6emBzWabsB6a7xD0np4eXL58edzzEaLuKykpwapVqxAdHT3h94k6dXBwEP/5n/%2BJ6urqcc8fBxJ%2BLiiH54eFhaGhoQE9PT0B15bKc7%2BnT5/G%2BfPnceLECVy9ehUDAwNjrnHDhg1YtWoVNBpNQPcgIiIiCpRyb%2B/999/Hm2%2B%2BCQAoKyuDXq/HypUrp/xdbW1t%2BO1vf4u8vDzodLpx9%2BHutBB0UUP6fD50dXXhrbfewieffAJgdECnqImjoqLwpS99aVph9ERERERLRXh4ONra2lBfXz/p3BSr1Qqj0YjU1NRFE36udPbsWXnen5JYa05ODlavXj2r9xwPw8%2BJiIhoppS1QXFxMd577z0cO3YMDofDb/9uqrPvlJ8RdcnAwAAaGxtx6dIlREVFITg4WJ6dHOhMGIagExERERER0Z2OAehEREREREREREQTEE0ibrcbr7zyCj799NMxG0pE4214eDi%2B/e1vo6CgQB48Kg6vjWy4HTkEX6vVIiwsDJs2bUJYWBi8Xi/a29snbGJRrlEcQGtvb0dMTAwiIyOn3eTLEHQiIiKisV24cAE1NTVyfSRqucTEROzduxfJycmzej8xDEGn0yEtLQ1BQUHo7e1Fb2/vpHWiaJTu7u7G8PAw4uPjJx0EJg7ZSZKE9evXQ61Ww2q1or%2B/f9KBDmN9l7g2JiYGmzZtwje/%2BU2EhobC6/Uy/JyIiIgWLVGrtLW14V/%2B5V8wMDAQcB3EEPT5wfBzIiIimm2SJKG3txe//vWvMTQ0JL8u9stCQ0Pxve99D2vWrAl4X0vUf2azGSkpKbDZbPJeXaAh6GVlZYs%2BBF05uGvv3r346le/CgCLesgrERER0Xy4XUPQlUNKGX5OREREs0mj0cBsNiMsLAyVlZW455578PTTTwOY/VpDhKDX1tait7cXDz/8MPbv3w%2BVSnXHBSIRERERzYWgoCAkJSXB6/WitbUVDodj0hB0tVqNgYGBOQ9B1%2Bl0OH36NFwu16j3xJ4eAJjNZqxYsQKJiYkT7uWpVCo4HA68%2BuqrKCoq8vsOQTxTjY6Oxve//32kp6cHtFZx37CwMFgsFlRXV0%2B5rhT9dU6nEx6Pxy8QU2nVqlXYs2cPzGbzlL6fiIiIaDKiZgKAI0eO4I033gBwqy7zeDwoLS0NOARd7BO2t7fjxz/%2BMW7cuIHm5masX78eWq32jg9BF/8%2BbrcbpaWlOHjwIC5cuABg7PBzcXbmG9/4BvLz8wEEHvREREREtJSI2s3tduPatWvyPtl4hoaGYLfbERkZidjYWLjdbrz22mv46KOPACxc%2BLnX64XX68WJEyfQ3d09qm4Tte2ePXuQlJQ0a/cdD8PPiYiIaKaUtcHJkyfx1ltvoba2Fm63e1TNNRPK2k88l75%2B/ToGBwcRHh4Ok8nkF2w%2BGYagExERERER0Z2MAehEREREREREREQTEAfPjhw5gk8%2B%2BQQul2vc8HOTyYR//dd/RVZWFrRard93TOVearUaKSkpyMnJgUqlQnV1tXzPyQYlqNVqdHR0oKGhARs3boTBYJjmL78Vgp6ens4QdCIiIiLcqreGhobwzjvvoLe3V35d1EgbNmzA/fffPycH%2B0WzswjPDA8PR09PD3p6eiYNQRfvWSwWBAUFIS0tDTqdbtL7iQN8WVlZMJvNMBgMqKurk%2B8zMgBefA747FCcuHbt2rW4//77cd9998FoNPJAGhERES1qIwdiWa1WOWwyUAxBn1sMPyciIqK50tzcjI8//hg%2Bn0/eH/P5fAgKCsJTTz2Fu%2B%2B%2Be0q1nPJak8mE5cuXw%2BVyoaOjAy6Xa9Lnr0shBH1k%2BDnDL4mIiGgpm4u9u9stBL2%2Bvh4dHR0AWP8RERHR3BAh6GvXrsXOnTsBzF2tIULQV6xYgb179/rd404JRCIiIiKaS0FBQUhISACARROCLmrLa9eu4ebNm37PbFUqlbyft2LFCjz55JNYs2aN31nhkSRJgsvlwsGDB3H27FkMDw%2BPukY8U42MjMR3vvMdZGVlTWnNYt8yNTUVly9flvcWp/L5idYP3ApYf/jhh7FmzZopfTcRERFRIETN8cEHH%2BD1118HcOsMqtvtlvfaAglBF7VcW1ub31kPi8WCxsZG5Octgh3WAAAgAElEQVTn39Yh6OPdS/mcW9SnH3zwAY4ePYry8nIAYwd0ir9/61vfwrZt20Z9FxEREdHtRNQ4MTExuHr1Knp6esY9zyFe7%2B7uhtfrRXx8PN55550FDz8Xv8NqteLQoUNwOByj3he/Z8%2BePYiJiZnVe4/E8HMiIiKaDaJOO3ToEF577TUMDg7Ke1ST7ddNl5jZ53A40NTUhPr6ekRERCA%2BPp4h6EREREREREQBYAA6ERERERERERHROEQzSVNTE44cOYK2trZR14jG24iICDz//PNYtmzZjA6pKQ%2BWGY1GrF69GuHh4aivr4fT6Zx0AL5oAn7ssceQm5s7rTUoRUVFYcWKFQxBJyIiojueqNM%2B/PBDWK1W%2BXWfz4fo6Gh897vfhcFgmLOBBaLZWa1WIy4uDiaTCT09Peju7g6o2dnr9eLGjRtISEhASkrKpOtUDl%2BIi4vDunXrkJaWBofDgaGhIQwNDY35GeU9s7OzUVhYiK9//etISkqSh0fwQBoREREtVsrw8x/96EfyQCy32z3q2slqPoagzw2GnxMREdFcunz5Mq5cueI34N7n8yE/Px%2BFhYUICQmZ0feHhYVh2bJl8Hg8aGtrg9PpXNIh6DqdTq6VGX5JRERES8VEz0knC1%2BaSU/g7RKCvnbtWpSUlKCgoABf/epXAbD%2BIyIiotmn0WjkoMup1BrKWi/QPj5xXuJ2DEQiIiIiWgwMBsOUQ9BVKhVsNtuchKBLkgSdTge73Y5r167J%2B37if16vFzk5OfjGN76BlStXThh%2BDtyqOy9evIjjx4/j5s2bo94XZzkiIiLw7LPPIi8vb1prFoFK165dQ0dHh99z5unWl%2BI7JEnCE088gc9//vMAGHpJREREc2NwcBAff/wxGhsb/QIjlXttE4Wgjxd%2B7na7IUkS2tra0NjYiA0bNtw2IeiiLmtsbERERMSovU/xX/H64OAgLBYLfvnLX%2BL8%2BfPo7u4GMHFA57PPPisHdLIOJCIiotud1%2BuFVqtFdHQ0iouL4XK5xqx/lPNbmpubUVlZiatXrwJY2PBzUa91dnbixIkT8Hg8fvWrqA2jo6Nx//33Izg4eFbvr8TwcyIiIppNb7/9Nt5%2B%2B20AmPC8bSBncQPd4xLXeTwe9PT0oKioCDExMUhKSprSHhlD0ImIiIiIiOhOxAB0IiIiIiIiIiKicYjGk0OHDuHChQt%2BrwGfNSOHhYXhueeew/Lly2e1yVYcOFuxYgWioqJQXl4Op9M55rUjG6ELCwsBzM4hs%2Bjo6GmHoKtUKsTHxzMEnYiIiJYcESIkajKfzwe73Y4PP/wQg4ODAD5reM7MzMS2bdugVqvn9MCVMgTdbDYjKioKXV1d6OnpmbDuU4agX716FXl5eYiKipq0Vhz5XkJCAtasWYMtW7YgLCwMZrMZOp0OWq0WISEhMJvNSEpKwoYNG/DFL34RhYWFWLNmjd8QBQ5AICIiosVMkiT09PTghz/8IWw226jwc0mS5BpQ/DeQIVcMQZ8dDD8nIiKiuVZaWoqysjJ5j0/UGvv370dmZuas3CMkJATx8fHwer1obW1dsiHoZ86cYfg5ERERLSkjh783Nzejvr4eZWVlOHv2LIqLi3H9%2BnVcv34dDQ0N8Hq9sNvtcrjSTPfybqcQ9B07dmD9%2BvUAWP8RERHR3Au0DlPWJR988AFaW1uRkJAAtVo94/svlUAkIiIiosVqMYWgi769iIgI1NTU%2BIWW%2B3w%2BrF%2B/Hv/4j/%2BIqKioCdcoarrOzk688847qK2tBTD2%2BeOQkBDs378fGzZsmHZ9KkkSNBoNAODy5ct%2B9xrZ0xgIZVDT448/jocfflj%2BXdzvIyIiormg1Wqh0%2BlQXV0Nm83mV7tMFoLu8XigVqvHDD8XRDh6eXk5CgoK5NppLEtlz0%2BSJHz66af46U9/iubmZqhUKhgMBhgMBr9n3zdv3sSnn36K9957D%2B%2B%2B%2By5aWlrg9Xrl2lf5e5R14LPPPotdu3YBYB1IREREdwZRP2m1WrS2tsJisQQUSGm1WgEsbPi5cv1/%2BctfcP369XGvy8nJwe7du2f9/gLDz4mIiGimlLNW3nzzTRw6dAjArdpCWW%2BN9TxUrVYjLS0NSUlJMJvN8kwRr9cLl8vl99lA9%2BskSYLb7calS5cQGhqK9PT0Kf0ehqATERERERHRnYYB6ERERERERERERBO4dOkSXn/9dQDwaxwRTSYGgwFf%2B9rXsGbNGrmBZLaIhhm3242PP/543Kbj%2BWiEFiHopaWlUwpBt1gscDqdyMzMnPCQIBEREdFiUlJSgnfffRcZGRkwGAzy8AGHw4GPPvoIQ0NDfs3NDzzwAFauXDkvQ0mVTdnR0dEIDQ1FV1eXPHhrssH4Ho8HdXV1WL16NUJCQqZ8f51Oh5CQEOTk5CA/Px9bt27F5z73Ofl/O3fuRF5eHmJiYhAUFCTfmwNbiYiIaKkQB9OsVqvf/pc44Ob1epGSkoJ9%2B/ahvLwcw8PDDEGfBww/JyIiotkwcsio%2BLuoy8rKylBeXu43mGrDhg14/PHHAczePldwcDDi4uKWdAh6ZmYmTp8%2BjXvvvRdPP/00AA6lIiIiosVHWf9JkoSOjg589NFHePfdd3Ho0CGcOHECxcXFqK6uxo0bN1BdXY3Kykpcu3YN586dw8mTJ1FbW4va2lrEx8dDkiS/fb2p1oe3Qwi6z%2BeT%2BwBZ/xEREdFioaxL3nvvPbzxxhsoLy9HXFwc4uLiGIJOREREtAgslhB0cU%2Bj0YjW1lbU1NRApVJBq9XinnvuwXe/%2B11oNJoJ6zXlOeK3334b586dA4BRz3x9Ph/0ej3uvfde7NixA8HBwTNe/8DAAE6dOiX/Fo1Gg4cffhhdXV2w2%2B0T1qfK3y%2Bueeihh7B//34A3O8jIiKiuSOeq8bFxcHhcOD69eujgn/GC0H3er2Thp%2BLsx5i/sumTZtgMBgmXNNS2PNramrCgQMHYLPZ0NLSguLiYnzyySe4evUqiouL8fHHH%2BPYsWM4duwYPvroI7S0tMDhcIwK5lQSv%2Bvv//7v5zygk4iIiGi2zPY5XIPBAIPBgDNnzkwaSDne3%2Bc7/Fz8G/T39%2BPYsWPo7Owc9W8i9jkfffRRLF%2B%2BfE6eSR8/fhy/%2BtWv/ObXKO/P8HMiIiKajLI2%2BMMf/oDDhw8DwKg9rZF7h5mZmXjkkUewb98%2B7N27F/fccw%2B2b9%2BOgoICbN68Gdu2bUNYWBj0ej3a29vl75ns%2BenI6z799FOo1Wqkp6dPqe%2BQIehERERERER0J2EAOhERERERERER0Rh8Ph/cbjc%2B%2BOADNDU1yQfOBNE0k5%2Bfj127dsFoNM7JAKrh4WG89tprOHbsmHzfhWqEjo6ORnp6ekAh6KKBx%2BFwYO3atWyiISIioiWjuLgY//3f/y0PuF%2BzZo1c6%2Bl0Opw9exZ9fX1%2Bn9m6dSuSkpLmNcBSHAiLjY2F0WhEe3s7%2Bvv7AUw8GB8AHA6H3GSt1WqnfX9JkqBWq6HVaqHT6fwG3SvXwEGtREREtFR4vV4EBQVh06ZNqKmpQXd3tzwMSxl%2B/r3vfQ95eXlITk5GUVERQ9DnGMPPiYiIaDYon59WV1cjKipKrvHE6yUlJaiqqvKr0datW4e8vLxZr9uWegh6XFwctm3bhm3btgHgUCoiIiJaXETtJuq3a9eu4dixY3j11Vdx9epVtLe3w%2Bl0Avisz008%2B1SGm3s8HjkEqaioCNevX0dMTAzCwsKg0WimNcT%2BdghBH%2BvPRERERAtFuS916NAhvPXWWwBuncMoLy9HTEwMQ9CJiIiIFonphKCr1WoMDAzMagi6GCKfnZ2N4uJiuN1uPPjgg3jqqacAAB6PZ8L6Uaz55MmT%2BOMf/whg/IH8WVlZ%2BMIXvoDY2NgZrxsAIiIicPr0aTgcDvh8Pni9XhQWFiI/Px/V1dWw2%2B2j1jDW3zUaDR577DGGnxMREdG8UO6FZWdnw2KxoKWlZVRP3sgQdK1Wi%2Bzs7IDCz8VZjx/84Acwm81TXtdi2/OzWq14//33UV5eDgDyGQqHw4Hu7m5YLBZ0dHSgp6cHg4ODfkFJI9etXE94eDi%2B%2Bc1vYvv27QBYBxIREdHiMl4tJV5T9vbNtOaKi4uDVqtFWVnZhIGUY1HO/Hv22Wexa9cuef1zVVuJ33vhwgUcOXJk1PtifzIoKAiPP/44QkJCZv1ZtNVqxS9%2B8Qs4HA7odDq/upzh50RERBQIZW1w8OBB/PnPfwYw9rNW8fdVq1Zh9%2B7dePbZZ7FixQqYTCaoVCq/ulCv1yMsLAxZWVnYtm0boqKioNfr0dzcHHCtp9wTvH79OgAgNTUVOp0u4N/HEHQiIiIiIiK6UzAAnYiIiIiIiIiIaAySJMFiseB3v/udX6OteE80jnzxi19ERkbGnKxheHgYv/vd7/DRRx8BGN2YM5/h50IgIejKde7du1cegsAwJyIiIlrsiouLceDAAdjtdmg0GnR1deHSpUtYv349QkJC4HK5cPHiRXkoAXCrJtu1axdiY2PntdYRNalarZYH27e3t8uD8SfidrthtVqxZs0ahIWFTWuowkTXs%2BYjIiKipUoMnDIYDFi7di1u3LiB7u5uqNVqv/DzhIQE%2BHw%2BJCQkMAR9jjH8nIiIiGbDyBCkl19%2BGYODg8jLy4MkSXC73VCpVKitrUVZWZk8AEGj0WDfvn3yMPrZrtmWagg6cOvfIjg4eFSIPBEREdFCE7WJz%2BdDb28vDh8%2BjNdffx1VVVVwuVx%2BIecA/Gqvsf4sBubb7XZ0dHTg1KlT6OnpwfDwMJYvXz6tGnGph6ATERERLRYj9/1%2B//vfA7jV0ydJEpxOJyoqKhiCTkRERLSITCcEXaVSwWazzVoIuqjDNBoNVq5cifT0dNx7770AbtWYgdSNnZ2dOHz4MDo6OiYcyP/1r38dWVlZM1rvyLV/9NFHGBgYkP/d1qxZg4KCAmzcuBFtbW1wuVwYGhryCzsXv02lUiErKwsPPfQQHnzwQb/XiYiIiOaSMvzHaDSivr4eVqt11HXKvbaysjI4nU689tprAYWf/8M//APi4%2BOnvK7FtOcnPltaWoojR474nRceby3i9bHeF8/ONRoNUlNT8dWvfhUbN26U78U6kIiIiBaaspdPkiTcvHkTtbW1uHLlCmpqanD9%2BnW0t7fLtVlQUJB8/XTrLnHPuLg49Pb2ysGYgX6XqLu%2B%2Bc1vzkv4uVBXV4fXXnsNNptt1LkTsY/6xBNPYN26dXNyZlmv12PFihUoKyuDzWaT/z9h%2BDkREREFQtQNAHDs2DG88cYbACDPchGUf7/33nvx6KOPIj8/X34GK/YEAYz6r6iBUlNTkZubi/T0dFRWVsLpdMrvTfZsWtQ4FRUV8Hq9SEtLYwg6ERERERER0QgMQCciIiIiIiIiIhpBNIS8//77KC8vH9UUIxQUFODRRx%2BVPzObDb8i/Pz48eMAFkf4uTBRCPrI8POvfOUr87YuIiIiopkoLi7Gyy%2B/DLvdLtdaarUaNpsNFy9eRHZ2NmJiYtDe3o7Kykq/5udt27bJIUjzSTQ7i/BMu92OlpYWuFyuST83MDCA3t5ebNmyhQNUiYiIiBRGhqDX1tais7NTHoglhq%2BKGio%2BPh4pKSm4cuUKQ9BnGcPPiYiIaDYon1MePnwYv//97%2BHz%2BdDQ0ICuri55%2BAEADA0N4ezZs3JN6PV6UVhYiKioqDmr1ZZiCPp4AyKIiIiIFpqo/dxuN06fPo3Dhw/j448/htvtlvffxuoDDJToI2xqasLly5dht9uRnJwMnU7nN6gqEAxBJyIiIpqZicLPPR6PPBCUIehEREREi89iCUEHgNDQUCQlJQEI7Ays2AMUgZRj7TeKmvDxxx%2BXA5Bmoz/Q7XZDkiT87W9/Q19fHzQajbzmTZs2ITg4GBs2bMDy5csRFBSE/v5%2BOJ1OeL1ehIaGIioqCo8//jg%2B//nPY926dQH/ZiIiIqLZIuohk8mE7u5u1NTUjNkrp9xrq66uhtPpnJPwc%2BV3LYY9P1GbOZ1OHDhwAG1tbZP2Ek5EPN82Go3YtGkTHn30UeTm5gLwD5wiIiIiWggjAyjPnz%2BP48eP49e//jVOnTqF4uJilJSUoKysDFeuXMGpU6dw8eJF2Gw26HQ6mEwmuVaaat0lrg8KCoJGo4HFYkFfX5/fe5PZsGEDvvzlL8u/Za5rq/7%2Bfnz44YcoLy%2BXn4cL4t9h2bJluO%2B%2B%2BxAZGTlnz59jYmKwYsUKfPrppxgaGoJWq4XX62X4OREREU1K1CeXLl3CG2%2B8IZ%2BjHW/G8v79%2B/GlL30J4eHh8tmLyeoL5ZkOnU6HxMRErF69GkNDQ7BarXA4HAE9Dxb1VXV1NdRqNTIzM6fUd8gQdCIiIiIiIrrdMQCdiIiIiIiIiIhoBNEYffDgQXR3d49qDhFNIQUFBcjOzr6jws%2BFsULQGX5ORERES9XVq1dHhZ8Dnw1KGBwcRFFREVasWAGPx4Pi4mIAnzUaZ2VlIS0tbUEGkSoH46elpcFisaC5uXnCwQai3u3u7kZ0dDSSk5Pndc1EREREi50yBD0vLw8DAwN45pln5KGrI8XHxyM5ORlFRUUMQZ8lDD8nIiKi2TBRCJLb7UZ9fT1aWlqwefNmAEBXVxdOnTolDwrQ6XS4//77ERoaOqfrnGkI%2Bo4dO%2BR9TT6XJSIiojuVx%2BOBWq3G8PAwXn/9dXz00Ueoq6sDgBkNhVcS%2B3dir6qmpgaNjY2QJAlxcXFy4BBD0ImIiIjmnqiVDh8%2BPCr8XGAIOhEREdHiNZ0QdLVajYGBgVkLQQf89%2BACqcckSUJfXx/%2B53/%2BB/39/aP2HsVZDbPZjIcffhiRkZGz1hcoSRJUKhWOHz%2BOvr4%2B%2BSyvXq9HYWEhvF4vtFot4uPjsX79emzduhU7d%2B5EQUEBHnjgAezZs8fv342hl0RERLQQfD4fNBoNMjIyUFxcPGZNJa5TUs5bmc3wc%2BV3LvSen3h%2BfODAAZSWlk5434m%2BQ/l7TCYTnnjiCXzuc59DUlISAPDcChERES04cc7D6/WirKwM7777Lv7whz%2Bgrq4OLpdLvk7sXYm%2BQJvNhvLycpSXl6OmpgZZWVnQ6XQzqm0SEhLgdDrR0NAAp9MZ8OdaW1vh8/mQnJwMvV4/7fsHwu124%2BrVq/jLX/6CwcFBv9%2BrnPl33333oaCgYE7XAtyaPZiRkYFr167BbrcDAMPPiYiIKCANDQ04ePAgWlpaAPjvASp7/5566ik89NBDfp%2BdyhkNwefzISIiAhkZGYiIiEBHRwesVuuUQtArKyuh0WiQnZ3tF2weyDoYgk5ERERERES3KwagExERERERERERjaG6uhqHDh2Cx%2BMZ1WAiSRIMBgP%2B7u/%2BDsHBwXdc%2BLkwMgRdYPg5ERERLSVFRUU4cODAqPBzQQwoGBoaQmlpKVJSUmCxWDA0NCRfExMTg7Vr1y7YoX8xjECn0yEnJwclJSXo6%2BubdMCBx%2BNBeHg41q1bN4%2BrJSIiIloaRI1lNBqxfv16hIWFTXg9Q9BnD8PPiYiIaDZMFH4u9gAlSUJLSwtu3LiBrVu3wmQy4eLFi7DZbFCpVJAkCQUFBbM6lH48MwlBLy0txfbt26HRaBiCTkRERHckr9cLtVoNp9OJn//85zh37pz8PHdk/91sEbVaZ2cnmpub0d3djfT0dOj1eoagExEREc2TkydP4rXXXgMAeW9sJIagExERES1e0wlBV6lUsNlssxqCHihRr1VXV%2BPUqVNwu93j7j3m5ubigQceABD4MP7JiO/58MMPYbVaAdx6/q3T6VBYWCjXuGKder0eYWFhiI6ORnBwMHQ6nd9zb9aeREREtBCUZ2FTUlJQVFQ0aR048vOzHX4%2Bcm0Lued3%2BvRpnDx5Eg6HQ/7uQELQJUny6zcMCQlBeno6/umf/gl5eXkIDg4etV4iIiKihSDOeQwPD%2BPPf/4zjh49ipKSEgAYdZZ05H/F%2B3a7HU1NTbh69So0Gg3CwsJgNBqntRZJkpCZmYmbN2/ixo0bcr05EVEbVlRUwOPxIDY2FiEhIfJaZ7veun79On7zm9%2Bgr6/Pr%2BZT1oobNmzA008/LfdLznXNJ0LQP/74Y%2BTn5%2BP73/8%2BAM4bJCIiorGJZ6p/%2B9vfcPr06VEznpVnPvbv3y%2BHn8%2B0thKfNRgMWL58OdLS0tDS0oKenp6AQtBF3VdeXg6j0YjMzEyGoBMRERERERGBAehERERERERERERjqqmpwdmzZ8d8z%2BfzISgoCA888AB0Ot2sNfsupfBzQTQiX7t2DYODg/jCF77A8HMiIiJaMlpaWvDKK6%2Bgp6cHGo1m3OFTohl5cHAQVVVVo4bN6/V6FBQUyKFIC0EMQwgKCkJubi4uXryIoaGhcZucxTrr6uqQnZ0Ns9k830smIiIiWvSmOuiTIegzx/BzIiIimi2injp8%2BPCY4efiGpVKhba2NlRXV2Pz5s2oqKhAa2srfD4fPB4PsrOzkZycPC/12UxC0MvKyhiCTkRERHcsSZLQ19eHF154AVVVVXINNd4weEmS5DAg8Wdx7WT1l6Dcw7PZbKivr0dVVRXWrVuHoKAghqATERERzTGPx4OWlhZYLBYMDAxM%2BIyVIehEREREi9dSCkEX6zp48CCqq6vHrPfEmZL9%2B/dj2bJls1rfeb1e9Pb24r333oPL5QJw69/D4XBgx44dcqjlRH2PrDWJiIhoMRA1SXBwMFwuF%2Brq6vz6%2Bib7rM/nQ0pKCr73ve/JteRsrm0h9/zCwsJgt9sxPDyMvr4%2B%2BX4ajcYv6FL5P3E2Wry/fv167NmzB/v374fJZOKeIxERES0aHo9H7nd7%2BeWXcfr0ady8eRPA6Fl7Y1HWQyqVCv39/bhx4wba29sRGxsLk8k0pbO5ylptzZo1sFgsaG5uDigMU/QZ1tTUwGazwWg0IjY2dtaf%2BdbV1eHAgQPo7u4e998oNTUVjz76qNw7OF%2B1X3R0NLZu3Yp7770XAOcNEhER0dhE7dTY2Ij//d//HXVmVnnm4/7778eTTz4JYPZrC7VajejoaKxbtw51dXXo7OycUgh6SUkJYmNj5bPG8x2C7vF4kJubO%2B3fT0RERERERDSbGIBORERERERERESkIJpDzp07h4qKinEbQuLi4vDAAw8AmJ2G3/kOP5/NEKWoqCikpKQgPj4eTzzxxIzWRURERDSffD4fbDYb%2Bvv7YbVa5QP/410rSZJckykbp7u7u7F27VpER0fP29rHIg7DhYWFwWAwoKKiAsPDw%2BNeLwa4ms1m5OTkcJABERER0SxgCPr0MfyciIiIZtsHH3yAN998E8Do8HMllUqF9vZ2NDY2Ij4%2BHo2NjXIdsmzZMuTm5s7b3hlD0ImIiIgCJ/bQ2tvb8dJLL6GxsRFqtXrMIZ9j1VTi78pePeVrgQShK2vErq4uXL58GXl5eQgLC5vSb2EIOhEREdHUqFQqxMXFITIyEhaLJaD%2BP4agExERES1OSykE3el04vDhw%2Bjv7x93bRqNBg8//DDCw8Nnta6TJAkWiwVHjx4d9fru3bsREhIya/ciIiIimg8ajQZGoxGVlZXo7%2B8P6BmtJEkwmUx47rnnkJCQMCfnLhZqz8/n88FgMCAnJwebN2%2BGJEnQarXo7OycMAxUpVIhKCgI27dvx549e/DlL38Zqamp0Gq1nPtCREREi4Yy/PzFF19ESUnJmLNbAiXqQKfTiba2NpSVlWH58uUwm83TDkHftGkT6uvr0draOqUQ9KamJrS3t8PhcCAjI2NKgZjjcbvdqKysxC9/%2BUs5nHOsmjAkJAS7du3C5s2bZ/zsezpCQ0MBcN4gERERjU%2BSJNhsNrz66quwWCzjnvdYu3Yt9u3bJz/znKv%2BOYPBgO3bt6O2thZtbW0T9hwCo0PQk5OTkZCQMKX1jQxBNxqN6O/vDygEXdy7srISer0eK1eunNbvJiIiIiIiIppNDEAnIiIiIiIiIiJSEI0kJ06cQHNz87iN0ZGRkSgsLFyS4efAZ00wAwMD0Ov1M/wFt0Izs7OzZ7wuIiIiovni8/kQFBSEtLQ06PV6dHZ2YmBgYNKG5JFE87DBYEBubi6AuWueDoS4t9FoRHNzM9rb2ydscAZuBW7ec8890Gg087pWIiIiotsVQ9CnjuHnRERENNuGhoZQWlqKxsZGDA8PTzoUS6VSoa2tDY2NjXC5XPK1DocD27Ztg1arna%2BlMwSdiIiIKACiR62zsxP/8R//gebm5jGHfI7ca8rIyEBOTg727duHPXv2yP9LTU1FUlISbDYbhoeHMTw8POo7JqNWqzEwMCAHkZvN5in9JoagExEREU2NRqNBTEwMTCYTQ9D/fw6Hg32AREREtCRNJwRd7MfNZwh6c3Mz/vSnP024XxgREYF7770XQUFBs9b/J%2BrDK1eu4OrVq3KdqdFooNfrsWfPHhiNxlm5FxEREdF8MplMMJlMOHfuXMChlw6HAzExMcjMzJyz8xYLsecn3lOr1QgKCsLq1auxefNmrFu3DitXrkRISAji4uIQEhKC6OhorFq1CqtWrcIjjzyCxx57DNu3b0dKSgqAzwJB75TzKERERLS4eb1eub/tpz/9KaqrqwPuyQuEz%2BeDzWbDmTNnkJKSIu8zBkqSJPnsRUFBAaqrq%2BU5LZPdV/yOnp4eVFZWorGxEdnZ2VCr1XLdGEhNpryup6cHly5dwmuvvYbu7u4x%2ByLFtevWrcP%2B/fsRFBS0oOeRWXcSEREtHcqawe12z%2Bn5U7EfVl5ejo8//hhDQ0OjakCVSgW9Xo/77rsPq1evnrO1KNekUqmwbds2NDY2wmKxTFrLiLrP7Xajra0NaWlpMJlMU7rvdEPQxevR0dH42te%2BBoPBMKX7EhEREREREc0FBqATERERERERERGN4dSpU2htbR23GSUkJASFhYUzbvqdz/BzsVaHw4Genh68%2BuqrsNlsyMzMnPaArLGwGZmIiIiWAjPOEG0AACAASURBVFGz6HQ6JCQkICwsDG1tbZMOQR1JNA3b7XZs374der1%2BVmur6QoJCYFOp8P58%2BcnbXB2Op1Ys2YNIiMjF2ClRERERPNLWasp9/Zmu4ZjCHrgGH5OREREc0Gr1SIlJQXx8fGorq7G0NDQhEOyxOvi2awkSVCpVNBqtVi9ejUiIiLmdd%2BPIehERERE4xO9czabDf/%2B7/8%2BYfi51%2BuFTqdDcnIynnjiCTz55JPYunUrEhMTER0dDZPJhLCwMKSmpiI3Nxf5%2Bfm4%2B%2B67cfPmTXi9Xtjtdvl562TEsHu73Y7S0lIsW7YMZrN5SvUYQ9CJiIiIpoYh6J8pLy/H6dOnERkZidDQ0Bn9HiIiIqKFMJ0QdLFPOF8h6C0tLTh79qy8jzcWg8GA3bt3z%2BrwefHv8Pbbb6O9vV2%2BtwhBv%2B%2B%2B%2BzjsnoiIiJYcEbAUEhKC48ePy717ExE9dNeuXYNer8fKlSvnbH0LuecnzpGo1WpERUUhNTUVGzZswObNm7Fz507s3LkT%2Bfn5WL16NeLi4hAcHCx/951wBoWIiIiWDtHr53K58POf/xwVFRVj9vrNlJjTd/bsWcTHxyMpKWlKn1epVPLZi%2B3bt6O2thZtbW0BhWEqzyg3NzejpKQEVqsV4eHhCA8P97tWeb3y7%2BK1srIyvP/%2B%2Bzh27Bj6%2B/vH7Yv0%2BXzIzc3Fd77zHbkW5LkRIiIimoyyFqmrq0NbWxvMZvOc7SeJ7/zTn/6EqqqqMd/3%2BXzIzs7GM888M2qNc0GSJLnu27JlCywWC5qbmyedOaicM6hSqZCamoqgoKAp33sqIeiixo2NjcWLL76IiIgInhcmIiIiIiKiRYEB6ERERERERERERAperxc%2Bnw%2BnT59Ge3v7uEPkbTYbtm3bNqPBUPMRfq5s4JEkCQ0NDTh69Cj%2B%2BMc/orKyEjabDffcc8%2BMB3YRERERLWVarRZxcXGIjIxEa2sr%2Bvv7pxSCrlKpYLVaYbPZkJ%2Bfv%2BDDAUQNmJiYiN7eXtTX108Y7OR2u5GUlISMjIx5XikRERHR3Bs5IEoc6LJarejp6YHL5YLP54PL5YJer5/Ve8fHxyMlJQVXrlxhCPo4GH5OREREc0mn0yE%2BPh4JCQmorKycNAR9JJ/PB7vdDrVajbVr1857TcYQdCIiIqLRlANRn3/%2BeTQ0NIw55FOtVsPr9SIkJASPPvoo9u7dizVr1kCr1crfo6zvxN8NBgOioqKwYcMGpKWlwePxoLm5Wa7BJqvHxOCpwcFBlJWVwWw2w2w2T6k/jyHoRERERFMz0xB0s9m85EPQu7u78e677%2BLYsWPweDxISEhASEjIjH4PERER0UKYTgi6Wq3GwMDAnIagix6%2Ba9euoaioaMIAdJ1Oh8LCwikPvJ/s3rW1tThy5AicTqffv4lGo8H9998/a/cjIiIimg9erxdqtRqtra34l3/5Fzk4aLLePuVeW2lp6W0bgj7yfTEHR3xe/FncX7kferuePSEiIqKlRzyXdbvdeOWVV3D58uVxw89FLThWLRNonajRaOD1enHp0iVER0cjNTV1SutVhqBv3boVTU1NsFgs8vuB1HAqlQp9fX2oqanBJ598guHhYfT392PZsmVyDam8XvzmCxcu4NSpU/jVr36FpqYmuFyuCfsiU1NT8c///M8IDQ1l%2BDkREREFZGT4%2BaFDh3Dw4EHk5eUhMjJyzu5bV1eHgwcPjnk2VpIkBAUF4ZlnnpHP0c5HXSPqLEmSsGnTJrnum%2BzeIjy9o6MDSUlJSExMDLi/T/kdyhD04OBg9PX1jQpBV4afP//883L4OedGExERERER0WLAAHQiIiIiIiIiIiIFcbDr3LlzaGtrG7PxWaVSQZIkbNu2DSaTaVr3mY/wc%2BW1nZ2duHDhAg4cOICKigoMDAxAo9HAZrMhNTUV8fHxt3WQEhEREdFkNBoNYmNjERUVhba2NvT19QUcgi5qRqfTiWXLliE2Nnaulzsh5ZoHBgZw5cqVcQ/1iddjY2Oxdu3aKTdUExERES1WYq9L1Dbt7e2oqKjAn/70Jxw8eBCHDh3CX/7yFxw7dgzHjx/HiRMn0NLSgpaWFjkUSAw8mEl9xBD08TH8nIiIiOaDWq1GfHw8li9fjvLycgwODk5YkymJGqWnpwcrVqxATEzMPKzYH0PQiYiIiD4jBjoNDw/j5ZdfRllZ2Zi1kei9i4iIwHe/%2B11s2rRJHso1ct9QUA6DF%2BHjZrMZGzduhNFoRG9vL6xWq99QqcnWOTQ0hIqKCsTFxSE%2BPn5K9RhD0ImIiIim5k4OQR8eHsb58%2BfxySefwOl0oq6ujiHoREREtKRNJwRdpVLBZrPNWQi6uH9zczOuXLky7nUqlQoulws5OTmIj4%2BflfMZ4vNnzpzB5cuX/V6XJAk5OTkoLCyc0T2IiIiI5pOYg9LW1oaf/OQnsFqtco9bIO6UEPSR36V8pj3Wn4mIiIgWG1H3HDt2TH6WObJ2ErWMeF2j0SA0NBQGgwEajQYul0t%2Bb7K%2BPa/XK9dnV65cQVRU1IxC0Lds2YKuri60trbKswEnq72U6xseHkZlZSUuXLiAy5cv48KFC2hvb8eNGzdQXl6OiooKHDlyBO%2B99x6OHj2Kqqoqea9z5HeJtXm9XsTFxeHHP/4xwsPDGX5OREREARkZfv7BBx/gypUrcDqdcLvdyMnJgU6nm5N7l5aW4vTp0/I6BHFeIjg4GA899BCCg4PndZ9LuUe3ZcsW1NXVobW1ddLaSvQcNjQ0YPv27dDr9VOeBTNZCLpWq4Xb7Wb4ORERERERES1aDEAnIiIiIiIiIiIawefz4eLFi7BYLGO%2BL5pVoqKikJOTM%2BXDZfMRfi7WCQDvv/8%2Bjh49iiNHjsDlcskNL16vVx5slZOTw4NtREREdMdTq9WIiYmB2WyGxWKZUgg6cCuoUqvVYu3atdMaQjAXkpKSUFRUhN7e3gmv02g02Llz520ZrElERER3HrGPNjQ0hObmZvzxj3/EwYMHcfz4cVgsFvT398Ptdsu1j8vlwtDQEBoaGlBWVoZPP/0UdXV1SEhImJVBqAxBH43h50RERDSfJElCXFwcUlJSUFZWFnAIunjf6XTCZDIhKytrQQaGMgSdiIiI6BbxDPadd97BmTNn5D0%2BJdF7ZzKZ8KMf/QgZGRl%2Bg54CqeXENeJ5b2ZmJuLi4qDRaNDY2Og3KHU8YhCpw%2BFAZWUlkpKSphxEzhB0IiIioqmZbgi6w%2BFYlCHoPp8P6enpk/YiVlVV4fXXX0dfXx80Gg28Xi9D0ImIiGjJm04IulqtxsDAwJyFoANAS0sLLl26NOE6fD4fYmNjkZubO2vPlqurq/GrX/0Kw8PDo54V33XXXcjPz5%2BV%2BxARERHNNXHWo729HT/%2B8Y/l8HO32z2l77kTQ9CJiIiIlhJR6zQ3N%2BP9998fc5af2OfSaDQIDw/Hgw8%2BiL179%2BKxxx5DYWEhNm7ciOzsbAwODsLhcMDhcEx6jkJZnxUVFU07BF2sf8OGDXC5XOjp6cHg4KDfuicizgKLHsD%2B/n50dXWhsrISZWVluH79Oq5fv47W1lZ5ro3y3iOJ70lKSsJPfvIThp8TERFRwMYKPz9//jyGh4cBAA6HA6tWrYLJZJrV/Sox6/jgwYOwWCyjaijx9y1btmDHjh0LMktFkiT5zO3WrVtRXl6Ozs7OCWss5XNpq9WK1atXQ6PRTOveY4Wg9/T0wOPxIC4ujuHnREREREREtGgxAJ2IiIiIiIiIiEhBNIE0NTWhsrJyzMNm4u9GoxFbtmxZlOHnQmlpKV5%2B%2BWW0t7ePup9o%2BjEajSgoKOABOSIiIiLcqseio6NhNpvR0tIScAi6qK3q6%2BsREhKCjIwMvybjhSAal2tra9HQ0DDhQTqTyYRdu3axHiQiIqLbgiRJ6OzsxO9//3scPXoU165dg91uBwB5v0/UReK/kiTJ9ZLVakVTUxOOHTsGSZKQkpICrVY7ozUxBP0zDD8nIiKihWI2m5Geno5r164FHIIu6pXq6mpkZmYiPj5%2BQWoyhqATERER3VJaWooPP/wQPT09o94TvXcRERH46U9/ioSEhBn1xCmHzsfGxiI5ORkmkwllZWXwer1yuOR4RKDm0NAQysvLkZ6ejujo6CmtiSHoRERERFNzO4Wgt7W1wel0IisrS/6%2BkXuTtbW1OHDgALq6uqBSqeT9P5/Ph7q6OrjdbuTk5Mz4eTcRERHRQlhMIeiiDrt58ybOnDkzbk0narHOzk6sXLkSkZGRM753f38/jh8/jurqar9eO7VaDY1Gg71792L58uU8H0xERERLgiRJaGtrw3PPPQe73T4q/Fx5rkMYr0%2BOIehEREREi5eocT744AOcOXPG7zXg1t6W1%2BuF0WhEYWEhHnvsMezYsQNxcXEwGAwwGAwIDw9HcnIyVq1ahZUrV6KxsRH9/f2j7jHSbISgK2u13NxcaLVaDA4Ooru7e9L6b%2BRalJRnOcY616G8fuTvy8rKwnPPPYfw8HCGYBIREVFAxgs/d7vdci1is9nQ19eHgoKCWZ2XJ77j3XffhdVqHXemc25uLvLy8hZsj0zZc7du3TpUVVWhu7t70hB0AHC73cjMzERkZOS09vlGhqCHhISgubkZer2e4edERERERES0qDEAnYiIiIiIiIiIblvTaZ4R17e2tuLq1atjNhkrr0lNTZWHKExmvsPPASAmJgZVVVXo7OwcdT/x21wuFwoLC6HRaKZ1DyIiIqLbjVqtRkxMDGJjY2GxWNDb2ztpCLoYhOrz%2BXD9%2BnUkJSVh2bJlCzp8QNSQdrsdly9flhuex2I0GnHvvffeFoGaREREdOdR1jC9vb24dOkSfvGLX6CqqgoDAwMAMGbQ9ljfo7wWAO666y6sWrVqVmokhqAz/JyIiIgWXnR0NDIzM1FaWgq73T7p4CkxnMrr9aKsrAx5eXmIiIhYsBD0%2BPh4eDwehqATERHRHUVZe73zzjsoKSkB4D/gU/TGhYWF4bnnnpMDf2Za9yiHSgUHByMjIwPJycm4ePGiPExqsnpSpVJhcHAQZWVl2LBhA0JCQmYUgq7RaNDZ2SnvfTIEnYiIiMjfTELQy8vLERMTsyhC0O12O%2Brq6mCxWLBq1SpotVq5vr158yZKSkrw6quvjjorIn6rz%2BdDdnY28vPzZ/Q7iIiIiBaSwWCQz2W0tbVhaGgooHMdNpttVkPQxT0NBgNOnTqFoaGhce8P3DpLHBUVhRUrVky7rhT7kteuXcOhQ4f8fruo/0JDQ/HEE0/AaDQu2Z5CIiIiurN4vV6cPHkSn376qfyaqKHEvpbX64XZbEZcXBx6e3v9zu6OxBB0IiIiosWrvLwcv/3tb%2BXzC6JWEnP2QkND8cwzz%2BBzn/ucPMNvZG0kSRIMBgPi4uKwfft29PT0oK%2BvD06nEwACqhNnIwR9xYoVSEhIgEajQV1dnbx3N9U6TrnWyc6BiPcjIiJw991349vf/jZCQ0Ph9XoZgklEREQBmSj8XNQ5kiShs7MTJpMJqamps7pP1dPTg3fffXfMOS/iPhs3bkRmZuaCzlARtVdQUBCSk5NRVVWF/v7%2BSddjtVqh1%2BuxZs2a/4%2B9%2Bw6O8r7zB/5%2BtmhXvddFEghJICGQAFFEBxvjYLBjx%2BAjTu6SXEsuuSSTuZab5HKJz8lcSTLJZO5yl2QSO4cL8SUUg%2BnNQjQhCQkQ6qgLraSVtEXb9/eHf9/1o7LqZSXerxmPxe6z%2B3yf/esz3/J5T3rs8vMqSUlJSEhIwIEDBxAWFsbwcyIiIiIiIvJbDEAnIiIiIiIiIqIFSd68tLu7G0FBQRP6vNFoRFFRkc%2BQSEmSoFAoEB8fj5ycnDEPlc1F%2BLlQXl6OpqamEZ9DpVJBoVDgqaeegkajmdJ9iIiIiBYShUKBmJgYxMXFTSgEXRxi6%2BzsRFJSEmJjY2dx1CPr6OjAjRs3fNa1wEfhSU8//TQAMPyIiIiI5hX5/Fl1dTXOnj2Lo0ePDguzHK0ZgJx8PnDr1q3Yu3cvQkJCpm28cxWC7g9NsRh%2BTkRERP4iOjoamZmZKC8vH3cIukKhwMDAAAwGA9LT0xESEsIQdCIiIqJZImqus2fP4g9/%2BAOAwQ0%2BxZxeUFAQPv/5zyM3N9dbw03n/cXfOp0OK1aswI0bN%2BBwOMasx0QzVbPZjLt372LTpk3QarVTCkFXKBTo7OyEyWQaNsaR7m2321FcXIxFixZBp9NN4OmJiIiIZsfQ2miq65uTDUG32WyorKz0mxB0p9OJxsZGlJaWoq2tDQaDAZWVlTh27BguXrwIg8EwLPxcrMOuXr0an/vc5xAQEDCnDWKJiIiIpkqr1XoDkOYyBF3UXDdv3kRvb6/PeUGFQgGXy4WGhgYsW7YMcXFxE65vxb7IlpYW/Od//id6enoG3U/Ud8899xzWrVvnF/sDiYiIiMZDkiQkJiZCo9HgwYMHg9Z1xVza4sWL8bd/%2B7dITk6GwWCAXq9nCDoRERHRPCJqmzt37qCsrAzAx%2Bd7xdpmWFgYvvrVryI/P39Q37uhe/Xk36lWq7F69WpIkoS%2Bvj709fWNu06cSgi6mIuLiYnBypUrERERgerqarhcLu883njPL4%2BHfP136dKl2LVrFw4cOICgoKBp6UdIRERET5ba2lqcOXMGRUVFg8LP5dxuNwICApCXlweVSjVte81aWlpw7tw5n2uqHo8H69at886RzSVx/9DQUAQGBqK%2Bvh4DAwM%2Brxfjb2trQ2Zm5pT6DMrnB%2BPj4xEQEAC3283wcyIiIiIiIvJbDEAnIiIiIiIiIqIFR75J98SJEygsLER%2Bfv6ENtKEhYXh5s2bMBqNI74vNibX19djzZo1iIyM9Pn9cxV%2BLsYzMDCAkpKSEcPcPR4PHA4Hdu/ejeDg4Enfi4iIiGghmkwIurwJwcDAAHQ6HcLDw2dryCPq7e3F1atXRzw4J8abnZ2NLVu28LAbERERzSvy%2BbOioiK89957KCkpgd1uH/Hg3URkZmZi7969SEtLm67hes12CLpo4mC1WnH27FlERkYiKChoWp9pLAw/JyIiIn8THR2NZcuW4e7du%2BMOQQcAg8EAk8mEJUuWzHpNJUw1BH379u3eNWrOBxIREdF80d7ejt///vfo7u4eNvcnSRIUCgW2bt2KnTt3QqvVzmgDLLfbjbi4OKxcuRKlpaVjBi4BHzdT7e/vR0tLC9asWTPhIMqhIehKpXJcIehijdvhcCAhIQE5OTkTe2AiIiKiGSZf97137x40Gg0CAwOn3Eh1voegi88qFAr09vaitrYWxcXFuHv3Ljo7O0ddF1%2B0aBH279%2BPxYsXj7nnkYiIiGg%2BmEwIulKphNFonLYQdEmSoFar4XA4cPfuXZ91nKgr7XY7SktLsXr1akRERIw71FLUx729vfj%2B97%2BPx48fD6r7xNqwVqvFvn37kJCQwHqPiIiI5hWtVovk5GSo1WpUVlZ610BdLhcWL16Mr33ta0hKSkJSUhKCgoLQ19fHEHQiIiKieUSSJFgsFvziF79AX1%2Bft4YTc1whISH48pe/jLy8vAntnXO73VCpVMjIyEBwcDD6%2B/vR1dU1KyHoglKpRHp6OjIzM6FSqdDV1QWr1eq9Ziph6EPP3W7btg0HDhzAunXrvCGYPP9BREREE9Hf34/3338fly5d8tYSQ/eaiTqmpaUFOp0Oqamp0zZH1dHRgStXrow6XxYXF4fVq1f7zdyYUqlEZGQkuru70dzcPOqaMAA4nU4sWbIE6enpU9rvOPRz/vBbEBEREREREfnCAHQiIiIiIiIiIlpQ5Jt0jx07hsOHD6O9vR2bN29GaGjouL8DACoqKtDR0eFzU7FSqYTD4UB7eztyc3MRGBg47Jq5Cj8HPt600tPTg8LCwlE3zzz77LMICQmZ0v2IiIiIFqLJhqC73W7o9XooFAokJiYiODh4Fkf9EbEh%2BtGjR7h%2B/bq3If5IsrOzsWbNmlkeIREREdHkyefPLl68iN/%2B9rdob2/3efAO%2BLg5vPzgmPz/4u%2BIiAg8%2B%2Byz2LRpEwBM6aCZL7MZgi5JElwuF86fP4833ngDXV1dWLZs2awFdjL8nIiIiKbD0AYG09HQICoqakIh6MBHDQm6u7vhdruRnJwMrVY7pTFM1lRC0MvLy7Ft2zaoVKpZHDERERHR5Ij5r6qqKpw%2BfRoul2tQzSNqIKVSiVdeeQWLFy%2Be8TGJ9eDo6GhkZ2ejoqICZrN5XCHoALzBm%2Bnp6ROuySYagi7mSj0eD1544QUcOnRoQvcjIiIimmnydd/f//73%2BPnPfw673Y709HRoNBqGoOPjOlJ%2BvmSkdVchKCgI27Ztw86dOzkHSERERAuKP4SgAx/VsOXl5bBarWMGK1mtVty4cQMrV65EVFTUoPd9jV2SJDx%2B/Bivv/462tvboVQqvfsh5WdC9uzZgz179kz5eYiIiIjmgkajQUpKCgICAlBZWQm32420tDRv%2BLmYS9PpdAxBJyIiIpqHDAYDTp8%2BDYfD4Z3b8ng80Gg0OHDgAAoKCia8BivmxhQKBRYtWoTIyEj09/fj8ePHMx6CLv8uSZIQGxuLZcuWYe3atdDr9XA6nbBYLIPWdsda6xbnneXfrVAokJeXh%2Beeew6HDh1CVFTUoAB5IiIioomw2Wy4desWWlpaoFKpvH2PhxK1Unt7O7KzsxEeHj4t9%2B/q6vIGoI/U/wX46Izvpk2b/GpOTKvVIj4%2BHsXFxbBYLD7n%2BkSd1tnZiS1btkCj0czBaImIiIiIiIhmHwPQiYiIiIiIiIhowZA3vzp69Cjefvtt7%2Bsulws5OTnj2vQsSRKUSiXUajWuX78%2BanA48NHGnsjISCQnJw/6/rkMPxfjkyQJ7e3tPgMvVSoVNBoN9u3bN2fN%2BYmIiIj83WRC0BUKBZxOJ1paWqBWq5GYmIjAwMBZHPXHjRDOnTuH2traEetalUoFj8eDffv2ITk5eUbCPYmIiIimm3z%2B7PTp0/jNb36DgYEBABhxDkzUbkMbwMsbGshroKeeegovvfQSgJkJPxdmMwS9pqYGp0%2BfRldXF1pbW9HV1YXMzMwZD0Fn%2BDkRERFNB3n9V19fj8jIyGlr9jnREHRJkmCz2aDX66FQKKDT6easMUFwcDASEhLgdrvHFYIunq27uxvh4eFIT0%2Bf5RETERERTZwkSbBYLPif//kfbw0mr3fE38899xyeeeaZWR2X2%2B1GVFQUsrKyvPXkaPWY4HA4YDabkZSUhPj4%2BAnPQY43BF2%2BX3H//v149dVXAYBN84mIiMhvyOf9jh07hnfeeQcejwc9PT0wmUxYsmQJtFotQ9Bl4xrpb0HUomvWrMGrr746Lb8dERERkb8RIegejwdtbW2wWq2zHoIeExODpqYmPHr0aNR6y%2BPxQKVSYWBgADdu3EBiYiKCg4Oh1Wq9n3E6nYPOEvf19aGqqgo/%2BclP0NHRMegMslxWVhZeeeUVhISEcL6PiIiI5i2NRoPk5GS43W5YrVZ8/etfR1JSEoCP10QZgk5EREQ0P925cwcffvih99%2BifsvIyMDevXsRGRk5qe%2BVh6DHx8cjOjoa/f396OjomJUQdHmdFhAQgIiICGzYsAFpaWkIDQ1Ff38/rFbrsIBPpVLpHZu8ThT/j4uLQ3JyMj7/%2Bc/j6aefRk5ODoCP9/qxPiQiIqLJ0Gg0UKlUKCoq8u7V81UrAR%2Bdc0hMTMTSpUunZY6qs7MTV65cGTH8XHy33W7HunXrEBgY6Dc1j8fjQXh4OBISEnDt2jWfa8Ki/gSAdevWISIigvv1iIiIiIiI6InAAHQiIiIiIiIiIloQfIWfyzf7btmyBQEBAePeFKJQKHDv3j0YjcZRG5PabDb09vZi8eLFiI6OBvDRRpo333xzzsLPgY839TQ2NvoMcne73QgJCcELL7ww5YZcRERERAvZREPQxeZkh8OBxsZGBAUFITExEVqtdpZHDpw9exbt7e3DxiqaIWi1Whw8eBAhISHcPE1ERER%2BTz5/dvz4cbz55psjHp6Th/x4PB4EBQUhNDQUu3fvRn5%2BPp5%2B%2Bmls2bIFycnJCAsLQ19fH2w2G/Ly8vCVr3xl2L1mylRC0EXg5lhznkajEUeOHEFZWZm3hm1paZnxEHSGnxMREdF0kNdkf/jDH/DrX/8aCoUCmZmZcxqCPjAw4J1zmw8h6AqFwrs%2B/fzzz%2BOll16ai%2BESERERTYiY8%2Bru7sb58%2BdhsVhGrHOUSiX27dsHnU43q83g5SHoy5cvx507dzAwMDCuOb6%2Bvj7Y7XYUFBRMqq4dKwRdpVJ567/9%2B/fjM5/5DIDZmfMkIiIiGo/Rzn9YLBZ0dnbCYrE8USHoo51ZGYtSqYTb7UZ6ejq%2B9rWveYMwWfsRERHRQiRC0AHMegi6vJarqqqCwWAY83qlUgmbzYbS0lJvYKdOp4MkSd56zeVyoby8HCdPnsTx48fR09Mz7EyyEB0djT179mDFihVQKBQ8A0JERETzmkajQXp6Onbs2OHt1SIwBJ11HhEREc1f9%2B/fx927d4edKz1w4ABWrVo1pe%2BWh6DHxsYiOjoafX19sxaCLud2u6FSqRAXF4fc3FysXr0aa9euRWhoKIKCguDxeDAwMDDoPIdSqURoaCjCw8OxefNm5Ofn40/%2B5E%2BwY8cOpKamIjAw0DtervcSERHRVCUlJcFut6OqqmrUPXiSJMHhcKC1tRVbtmyZlj17JpMJFy5cGHVfnMViQW5urnf91x%2BIZ46KikJ/fz8aGhp8XuvxeGCz2RAdHY2srCzO6REREREREdETgQHoREREREREREQ0743W/Eps%2BjUYDFAoFMjJyRn3ppDQ0FB0dHSgpqZmzENlBoMBer0ea9euRUBAAH71q1/h/PnzAOYm/FyutrYWxcXFw14XG4GSkpK8Y%2BCGZyIiIiLfJhuCbrfbUVdXh%2BDgYMTFxc1qCHpZWRmOHDky4nuiHty0aRN27Ngxo0f7BAAAIABJREFU5Q3nRERERDNNPn924sQJHD58GACGHXiT/9vj8SA9PR2f%2B9zn8Pzzz6OgoADLli3DokWLkJSUhKysLGzcuBEpKSlYunQp/uiP/ghqtRoul2vKzevHa7Ih6I8fP4bT6URycjI0Go23yZW82ZXVasVbb72Fq1evAoC34anH40Frayva2tqQl5eHgICAaX0mhp8TERHRdJDXf8eOHcPbb78Nm82Gnp4euFwuZGRk%2BE0IelJS0qzO%2B8mNFYIuX68eGn7J%2BUAiIiLyZ6JWOXfuHG7evDniNWL/22c%2B8xkolcpZr2/kIehZWVkoLCyE0%2BmESqUaMZwI%2BHj%2BsrW1FWq1GsuXL5/UuEcLQfdV/3F/IBEREfmD0c5/iDrGZrOhs7MTZrMZaWlpT0wI%2BmSeT5xP0el0%2BNa3voWwsDDWfkRERLTgBQYGzkkIuriHWq2Gw%2BFAY2MjrFbrqJ8RdaXD4UBzczNu3LiBkpIS3Lp1C6Wlpbh06RI%2B%2BOADnDhxAo2Njd713qHzi%2BLeGzZswAsvvDDte/6IiIiI5kpAQIDP2oYh6NzfR0RERPOLqGGKiopQU1PjrddEnfPqq69CpVJNee1XXifGxMTMWQi6eAbx3MHBwYiPj0dubi62bt2KHTt2YOfOndi9ezd27dqF7du3Y9%2B%2BffjkJz%2BJXbt2YePGjcjKykJQUNCwmpi1IBEREU2VqJcCAwNRX1%2BP3t7eUWsMpVIJk8kEq9WKVatWTXmfXGBgIK5evQqr1TpibSbqsoGBAeTm5vrd%2BqdKpYLVasWtW7cAjFyfidcSExOxZs2aWR0fERERERER0VxhADoREREREREREc1rYrMx4Dv8XB6ws2LFCgQHB4/5vWJD8aJFi3Dv3j309fX5vFY0vers7ER7ezsqKyv9Ivxc3PfcuXNoaGjwudmooKAAa9asYYMrIiIionGYSgh6bW0ttFotYmNjERQUNONj7e3txfvvv4%2BmpqZhTRLkdeonPvEJpKWl8QAcERER%2BTX5POAHH3yAN998E8DgJvjA4Dpn6dKl2LNnD770pS8hKSkJISEhw75XzAMmJCRg6dKlCAgIGHSv2TKZEHSTyYTW1lY8fvwYaWlp3nlP0eyqubkZ7777Li5dugTg49/G4/F4A5jsdjv27t0LlUo1bc/C8HMiIiKaDr5CkBQKhbeBqdvtnrMQdDEn6O8h6KOFn3N9mIiIiPydaLj14YcfoqGhYVhTUlH/paWlYfPmzYNem02iHo2OjkZmZiauXbsGl8vls56UN1jt7e31NsCf7L3lIehqtRodHR0wmUys/4iIiMgvjRZ%2BLs5ZiJpOhKBbLBYsWbJkQYegJyYm4t69e3A4HN73x/q8/HuSkpLwz//8zwgPD2ftR0RERE%2BMyYSgKxQKmEymKYWgAx/Vr/Hx8Whra0Nra6vPdWX5vSVJGjQv2NHRgebmZnR0dKCvr2/QvOHQ7xOvZ2dn44tf/CKCgoIYiElERERPjCctBF2pVPK8LxEREc1rkiShrKwMtbW13loOADIzM7F161bvNdNxH38IQRdjkf9f1IUqlQqhoaEIDQ1FREQEoqOjERoaCrVaDbVazZqPiIiIZpSoNaKjo9He3o6amppR95WJ2snlciEjIwORkZGTXpP0eDxwuVy4fPkyjEbjiN8h7ud0OpGfn4%2BwsDC/WwNNSUlBY2Mj2traRnxfPtYtW7ZAqVT61fiJiIiIiIiIZgID0ImIiIiIiIiIaF4TmztOnTqF//3f/wUwuPkV8PHGlu7ubmRkZCAlJWXc36tUKtHW1oa6urpRD5WJjTytra2oq6vzvjZX4efiGSRJwrFjx9Dd3T3i%2BwCwadMmZGRkTPv9iYiIiGbSRBqZTvem5qmEoNfX1wOA92CaeH86xyeet7y8HKdOnYLNZhsWBCD%2BvWHDBnz605%2BekXEQERERTRd5nXL58mX85je/8c6p%2BQo/37RpE/bv34/t27d7Xx%2Bp1pG/NrTJwGybTAi61WpFY2MjioqKoFQqYTAYMDAwgJMnT%2BLcuXMoKSkBMPi3USgUcLlcCA8Px1e/%2BlUkJSVNW83M8HMiIiKaDqOFIInawmg0znkIOgC/D0EXY2f4JREREc1HHo8HAwMD%2BM1vfgOr1TrsfVH75efnY/Xq1XO61inWYOPj45GYmIjbt2976y5fTVQBwGQyISUlBRkZGZNer5WHoOt0OrhcLuTm5uLAgQMAWP8RERGRfxH1zpEjR3DkyBEAw89/yK%2BTh6CnpaVBo9EsqBB08SwpKSlYtGgR9Ho9zGYznE6nz1pS/rpCoUBWVha%2B%2Bc1vIjw8HC6Xa8rjIiIiIppPJhOCrlQqYTQapxSC7vF4oNVqsWTJEtTX16Orq2tcNerQ%2Bk58Rrw%2BUv2nVCrhdruRmpqKv//7v0doaCjn/IiIiOiJ86SEoBuNRtTU1CAqKmpcfXGIiIiI/I2oayorK/Hw4cNBtdru3buRkZEBl8s1bXNb/hSCPnRc8v%2BPdg0RERHRTBJzVStWrEBpaam3V95IxOt9fX0ICAhAXl7elGoWtVqNrq4uVFdX%2B6zLJEmC2WyGwWDApk2bBtV3c038diaTCWVlZaPO72m1Wjz11FNQq9WzPEoiIiIiIiKi2ccAdCIiIiIiIiIimvdsNhveffdddHV1ISAgAE6nc9g1YsNLW1sb1qxZg6CgoDG/1%2BPxQKVSYfHixSgqKoLFYhl1Q/PQsCT5dbMdfi7GU1xcjDNnzvhs9r9o0SJ84Qtf4EYZIiIimjdEXSNqG7fbDb1ej/7%2BftTX16O9vR1GoxGPHz%2BGw%2BFAQEAAAAxq6jkdQUhTCUF/9OgRLBYLIiIiEBUVNa2brkV9%2BfjxY/zsZz9DT0%2BPzxo2Li4Ozz//PHQ6nd9s%2BiYiIiIaiahTSkpK8NZbb8FoNA6bf5MHfO/ZswcHDx7EkiVLvNfNl2afEwlBF5RKJSwWC8rLy1FUVISrV6%2BiqqoK3d3dAAb/NuL30Gg02LNnDzZs2AC1Ws3wcyIiIvIbo4Wfi/VWebPPuQ5BF3OC/haCDgAtLS1wOBwMPyciIqJ5S5IkuFwunDx5Eg6Hw2dNlpqaijVr1sz5mqe4d1xcHFQqFSorK0cNQRfzdrW1tVi/fj1CQ0OndG8Rgr506VJkZ2cDYP1HRERE/sfj8cBkMuFf//VfAcDn%2BQ/gyQtBT0pKQlpaGkJDQ9HW1oaBgQHvdQqFAiqVCm6321tbpqamYtOmTfjTP/1Tbwgmw8%2BJiIjoSTQXIehibTokJARZWVl4%2BPAhent7p/QcIxFziAkJCfjOd76D8PBwzvkRERHRE2uhh6CL%2Bb%2BwsDC8%2Buqr0Gg0MzZGIiIiopki6qDGxkaUl5cPqn%2B2bt2KlJSUaZ/b8tcQdCIiIiJ/IOaqlEolVCoVHj58CLvd7vN6UTvV1tYiNTUVOp1u0vcFAL1e750b83WdJEkwGAyIiIjA4sWL/aYPnhhHWFgYLl%2B%2BPOrvplarsW3btnH1uSYiIiIiIiKa7xiATkRERERERERE855KpYJOp0NhYSHsdvuIG1bkG15WrFiB%2BPj4MZvfi806QUFBiI6ORllZGRwOh88NzaONbzbDz8XYAeDSpUt48ODBsPfFM2RkZGDjxo1QKpV%2Bs9GHiIiIaCh53SZJEoxGI6qqqnDy5EmcPn0aR44cwcWLF3Hx4kUUFhbi6tWruHTpEq5fv47CwkKUlZXBbrfDbDYjPj5%2BUHj6VGqgyYagOxwOtLa2or29HaGhoUhMTJzW8PP%2B/n78y7/8Czo6OgaFXcrH7fF4sHHjRuzZswcqlYq1IBEREfm9R48e4dixY2hoaBg2NyeveZ5//nkcPHgQYWFh3vfnW60z0RB00ZxBHgovb9ow0u%2B1YsUKPPfcc4iJiZmWMTP8nIiIiKaLqN3%2B7//%2BD%2B%2B%2B%2By6AweHnQ69jCPpwwcHBiI%2BPh8ViwerVq3Ho0CEADL8kIiKi%2BamzsxOnTp3y1nkjSU5Oxrp16/xmHlClUiEiIgK9vb1oaWnxWUeKBqpOpxNxcXHIyMiYUi0rPicPvfSX34SIiIhITqPRoKCgADdu3IDFYvEG%2B4zkSQtBj4iIQHp6OjZt2gSr1QqtVouuri54PB7vb5ScnIxNmzbh4MGD2Lx5MwIDAzn3R0RERE%2B8yYSgKxQKmEymKYegh4aGYuXKlaivr4fBYBi0h28y5J/zeDxYvHgx/umf/gnh4eFwuVxTrj%2BJiIiI5rOFGoIu9kgmJCTgtddeQ3h4%2BLTsgyQiIiKaCfJzq6Jekf8tSRJsNhuuXr06qJ4pKChAcnLyjIyJIehEREREvomaLDg4GPfv30dPT4/P87Ly3iUajQbZ2dlT6k8XExODiooK9Pb2jnqdw%2BGAJEnIyMhAcHDwlPcGTheXywWNRoM7d%2B6gp6fH55i0Wi127drFAHQiIiIiIiJ6IjAAnYiIiIiIiIiI5j2Px4PAwEB0dHSgubnZ52ZjsTG6t7cX27ZtG9eGFvlmHbPZjKampmHN9cf6vGg09ed//ud46qmnAMxOc/ny8nL88pe/BIBBv4nYrK1SqfCFL3wBSUlJfrG5h4iIiMgXUavU1tbi1q1b%2BPnPf46rV6/i4cOH6OzshN1uh9PpHNR81OPxwOFweA%2Bl3blzB4WFhairq4PZbEZUVNSgzcKT3fA82RB0l8sFvV6PiooKBAYGIi0tbcpjkSQJXV1d%2BN73voe2tjYolcphjWHFa2lpafjyl7%2BMoKAgNkIgIiIiv2ez2XDhwgUUFhbC5XINql3k4efPPfccDh06BI1GM1dDnTYTDUEH4H1/aPi4IOYIY2NjcejQIWRmZk7LWBl%2BTkRERNPJ4/GgtbUVP/7xjwEAAQEBcDqdI17LEHTfgoODkZmZidWrVwNg%2BDkRERHNX93d3Th79uyIgZii3ouLi8OmTZv8pskVAISGhkKpVOLhw4ewWq2jNlD1eDxwuVzYvn2734yfiIiIaKaIubvw8HCsWbMG165dg81mYwi67H6SJCEkJAR5eXl46qmnkJ%2Bfjy1btmD37t149tlnsWfPHmzcuBERERHeOUvO/REREZG/GnqmdSbnv%2BY6BD0nJwcGgwH9/f2w2WwA4HNe0Bf59VqtFrm5ufjGN77B8HMiIiIimYUWgi7Cz%2BPj4/G9730PERERrP2IiIjIr4w0rydJEhwOh3f/m1ivFNf19fXh0qVL3j53brcbeXl5WLJkyYz1N2EIOhEREdHogoODERMTgw8//HDU%2BkjUVW1tbcjNzUVsbOyk13pVKhUqKirQ2trq837i9ba2NoSEhCA7O3tW1pfHQ6FQQKlUoqqqCo2NjT6vCw4OxrPPPrsget0QERERERERjYUB6ERERERERERENO9JkgS1Wg2Hw4Fbt2753KgiSRIUCgWMRiMSExOh0%2BnGvaklMDAQQUFBqKmpQX9//4QbD/zVX/0Vdu3aBbfbPSsNptrb23H06FG0tbUNCoECPm6%2Bv3nzZuzYsQMBAQEzOhYiIiKiyZAfWjObzTh16hQOHz6MW7duwWg0wuVy%2BdxELQ9%2BBAY3gWpvb0d5eTmKiooQHBwMhUKB8PDwKW14nkwIurifzWZDSUkJTCYTgoODERUVNe6AJvl4bTYbampq8KMf/Qjt7e3epgdy4rXY2Fh861vfQnh4OIOPiIiIyK%2BJmqimpgZvvPEGbDbboNpOPu%2B1e/duHDhwYM4CJmfCZELQfVEqld7a78/%2B7M%2BQn58PYOTmExPB8HMiIiKabpIkISwsDAkJCbh16xZcLte4wo8Ygj6cWAdmABIRERHNZyaTCWfPnh11v57RaMTGjRsREhIyy6MbmbzZvsViQWVl5Zh7Gnt6erBs2TLExcX5RaMuIiIiopkkD0Ffu3YtQ9CHEPcVc3qRkZGIjY1FVFQUIiIioNFoBs1/snYkIiIifyJqFFGjyeuV2ahbJhOCrlQqYTQapxyCHhISguXLl0Oj0cBoNKK3t9d7zVjnkcU8oaiHU1NTsW3bNnz2s59FSEgI3G43AzCJiIho3pipQEu5hRCCrlKpIEkSw8%2BJiIjI74narrOzE83NzTh58iTOnTuHS5cu4cqVK7h27Rrq6%2BthsVigUqkQGhqK6OhoVFRUoLu721uXBQUFYf369TNaKzIEnYiIiMg3j8eDhIQEmM1m1NbWjrp%2BqVAo4HQ60dTUhPz8fAQGBk7qfgqFAnFxcbh9%2BzZsNtuo13k8Hty/fx8JCQlITU31ixB0MbdXUVGBuro6n2MJCQnBzp07F1S/GyIiIiIiIiJfGIBORERERERERETzntiUkpqaivb2djQ3N496rcPhQEREBPLy8ia0mSU2NhYajQa3b98etGF5PBISErBq1apZ2URjtVpx7do1XLlyBQ6HY9AY5RuwP/nJTyI9PX3GxkFEREQ0WSKY0el0oqioCEePHsWZM2dgsVi874nGTuOpx8Q18sZZFosFd%2B/eRVVVFTweD5YuXep9fzL12kRD0AVRU9bW1qKxsREdHR1YtmyZt3mBGIvL5fI2NBV/i%2B9uamrClStX8Pbbb0Ov148afh4TE4N/%2BId/QEJCAsPPiYiIyO9JkoTe3l788Ic/hMFgGFQHiloJANatW4dPfepTiI6OntXxDa0zh5qOxl2JiYlYsmSJNwR9tKb/vsh/ty9%2B8YvYunUrAIafExERkX%2BSr/0mJibi1q1bcLvdDEGfAgYgERER0XzmdDpx6dIluN3uEetBsW66du1axMbGzkoz/bHI69Bly5ahoaEBHR0dPq/3eDzeGla%2Bbk1ERES0kDEEffJmM0CUiIiIaLzk83KSJOHx48dobm5GXV0dKisr8ejRI2/IkM1mQ3BwsPez033edjIh6AqFAiaTaUoh6B6PB4GBgUhLS0NOTg7MZjM6OzvhdDq9zyjObyiVSu9nxN478e/t27fjxRdfxJYtW6DVannug4iIiPySqP981XIzecZCfo/5HILudrvh8XgYfk5ERER%2BSV7v2Ww2nDlzBkeOHMHJkydRVVWFtrY26PV6dHV1obOzE7W1tbh58ybKyspQU1ODpKQk3L17F3q9HsBHNVFwcDB27Ngx42NnCDoRERHRyMS8nNvtxoMHD2C1WketjQDA4XAgNjYWS5YsmfC6rrhWqVSiqakJbW1tPs/mymuxqqoqpKSkICEhYc73yIlef2VlZaitrR32e4nxZWZmYvfu3XM1TCIiIiIiIqJZxQB0IiIiIiIiIiKa9%2BQbji0WC8rLy4eF7Qhiw0hdXR2WL1%2BOuLi4cd1DfP/ixYsRGBjovYevDTtDVVdXQ6/XY926dTO%2Biaa8vBzvvPMO%2Bvv7B41PHgr11FNP4cUXXwQw/Q0iiIiIiKZCHNB3OBw4fPgwzp49i5qaGgAYMVRxMkQd53K50Nvbi5KSEhgMBgQHByMqKsobEDkbIejymtJgMKC6uhrFxcUwGAzQaDQIDw%2BHQqEY1LBK/N3W1oYbN27gt7/9LUpLS2EymQaFWwoi/Dw2NhZ/8zd/g9TUVO99iYiIiPyVqPvOnz%2BP4uJibwjQUCkpKdi7dy%2BWL18%2BK2OS13aSJMHlcsHtdkOv18NiscBsNkOSJKjV6mF14GTn4RISErBixQrcuHEDdrt9Qg3t5XOCf/EXf4Fdu3ZNaSwCw8%2BJiIhopsjXflNSUhiCTkRERPSEc7lcOHPmDKxWq89rnE4nHA4HNmzY4Df74ORzeHa7Hffv3/c2sB9KzK%2Bp1WoUFBT4RYg7ERER0WxgCDoRERHR/Cafx/J4POjo6MCpU6dw4sQJ/O53v8O5c%2Bdw48YNlJSU4M6dO7h58yYuXbqECxcuoL29He3t7UhNTfWel5jOc65zFYIOfHR%2BIywsDBs2bPCuebe3t0OpVMJms3nvJ%2BYKtVotgoKCsHv3buzduxcvvfQSYmNjvWvSPPdBRERE/kjUPhaLBU1NTaioqMDFixdx/fp1FBYWori4GHfv3oXBYIDZbEZQUBA0Gs20r4PO1xD0mJgYFBcXIyoqCt///vcZfk5ERER%2Bxe12e/uxFBYW4r333sPp06dhMBi8AZBDay3xt6gP79%2B/j4GBAZhMJm/NptfrsXLlSsTExMz4MzAEnYiIiMi3xMREdHV1oba2dsw1WrvdDqvVii1btky6L59Wq4VarUZRUdGYtZi4p16vh06nQ3R09MQebpqJtdpLly6htbXV55nipUuXYsOGDbM5NCIiIiIiIqI5wwB0IiIiIiIiIiJaEMQmGJ1Oh7KyMnR3d4%2B4sUVseFEoFIiOjsaKFSvGtYlGfqAsMzMTDocDVVVV4wpBF9/d2NiI5uZmrFq1CgEBAVN84pFVV1fjv/7rv7zPLxp/yYOOcnJy8OlPfxohISHezeZERERE/sDtdkOpVMJqteI//uM/UFRUBLPZDAAjBntPxdCDdA0NDWhpaYHVakVaWhqUSuWshqCL9xUKBfr6%2BvDw4UNcvnwZlZWVePjwIZqamtDS0oLa2loUFRXh1KlT%2BOCDD/Dhhx/CaDTC5XINqvnk9/N4PIiPj8e3v/1tb/AkG%2BYTERGRvxP1yjvvvONtKiAn6rht27Zhz549gxoSzATx3SKk6M6dOygrK8Nbb72Fs2fP4uTJkzh//jwuXLiA69ev48aNG2hpafEexhPNuiYzRo/Hg5iYGKxZswaVlZWwWCze2tjX3KT89eDgYPzlX/4lduzYAQBTnhNk%2BDkRERHNNIagExERERHw8frxrVu3YDAYRpwLEzWey%2BVCZmYmIiMjZ3SecKIkSUJcXBxu376Nvr6%2BEcclf6adO3dCpVLN5hCJiIiI5hRD0ImIiIjmH1FziRqppKQE586dw69//WvcvXsXHR0dcDqdAOCd6/J4PN4az%2BFwoLGxERUVFSgvL4fZbEZERARCQ0PnPARdqVTCaDROOgRdEOvTSUlJWLFiBdavX49t27YhNTUVy5YtQ1ZWFlatWoW1a9fixRdfxL59%2B7Bx40YkJycP%2Bry/zHMSERERAR/XKFarFd3d3Th69ChOnDiB9957D7dv30ZtbS0aGxvR2tqKpqYmNDQ0oKSkBFevXsWDBw9QV1eHxMREqFQqqNXqaav9/CUEfegexaHPNzQEXafT4dChQww/JyIiIr8izp46HA68%2BeabuHjxImprawFg2FlSeY0l73MiSRL6%2B/thMpm87ysUCiiVSuh0OmRmZk7L%2BY6xMASdiIiIaDhRh6WlpaGqqgrd3d0%2BrxX1ml6vBwCsWLFi0jWcTqeDxWJBTU3NqPOCoobr7e2F2WyGTqdDeHj4pO45nU6fPj3ib6VUKiFJEvbu3YslS5bMSp1LRERERERENNcYgE5ERERERERERAuGaHgfFRWF0tJS2O32Ua99/PgxtmzZgsDAwHF9v3xDc0ZGBgYGBlBXVzeuEHQRKNTS0oK6ujrExsYiLCzM27RhOjap1NbW4qc//Sn0er3PgND4%2BHjs3bsXWVlZbIBAREREfkeSJBgMBrz22muorq721ljyYO%2BhxKF%2BSZK8m4HHU58J8mt7enrw6NEjNDc3Y/Xq1ZOu1SYTgi4fj/gOt9uNrq4uNDQ04P79%2BygpKUFpaSlqamrQ0dEBi8XivVb%2BrPJ/a7VaZGdn45vf/CaioqK4QZqIiIjmldOnT%2BPcuXMAMKyG8Xg8WLx4Mb761a9667aphHqPxWazob%2B/H2%2B//TZOnTqFo0ePoqKiAnq9Hr29vbDb7d7/TCYTOjs7UV1djStXrqChoQEDAwNIT0/3PsdEmnWJRlcRERFYs2YN3G43zGYzjEaj9xqVSuWthZVKJdxuNwIDA7F8%2BXK8%2Buqr2LhxI4DpCT//yU9%2BwvBzIiIimnEMQSciIiJaGIbWYBOpySRJgkKhQEtLC2pra0dd/zUajYiOjkZ2drZfrYe63W5oNBpotVqUlZUNm08TFAoFtFottm/fDo1GMwcjJSIiIpo7DEEnIiIimj/E/jOPx4Pu7m4cP34cv/71r1FbWwubzeZdPxW1k9vt9s6Hib9FbSXOj9TU1KCkpATJycmIi4ub1vFOJgRdoVDAZDJNKQR96D2Cg4MRFhaGtLQ0LF%2B%2BHNnZ2cjKykJGRgaioqIQFBQ06HfzpzlOIiIiIkGSJOj1ehw%2BfBgnT57E7du30dXVNSggUqzxir/F6z09PWhoaEB5eTna29sRFxc3rcFFcx2CLp8jbG1tRURExKAxyccp1syTk5Oh1WoZfk5ERER%2BQ9QldrsdP/7xj1FYWAiz2QwAPvvZTYTb7UZbWxu2bt0KrVY75XXd8WAIOhEREdFgov5SKpUwm82oqqryecZBfr3dbsfSpUsntXYqaDQaPHr0CL29vWOO0e12Q6/Xw263IyEhAWFhYZO%2B71RVV1fjd7/73YjviZrywIED3jlBIiIiIiIiooWOAehERERERERERLRgyDfT3L17F729vT43GCsUClgsFiiVSmRnZ4879EfcQ6VSYenSpbBYLGhoaBgzZFO8D3wUEtTQ0ACLxYKEhIRBzQnGuylbfp3FYkF5eTl%2B/vOfjxp%2BrlKpsGnTJnziE5%2BAWq0e1/MSERERzQZR27S3t%2BPf/u3f0NTU5A1tHEre/EB8Vv494t/i/6MFEA29P/BRQ9SmpiZUVFRg3bp1kw4jmkoIunz84np5vTq07pRfKw%2BLT0lJwbZt2/C5z30OISEhMx4KSkRERDTdLly4gMbGxmH1j0KhgFKpxIsvvojMzMxpr3OGhjA9ePAAx48fx7vvvouKigp0dnYCGLvJqKhpOzs7UVpaCr1ej5iYGISHhw%2Bra8ciDumFhIQgMzMTubm5cDqdsFqtMJlMgxrFhoaGIiEhAYcOHcLu3buRmZkJYPAc5WR0d3fjhz/8Ierr6711NsPPiYiIaCYthBB0MR6GoBMREdGTSMzbOZ1OlJaWIjIyEgEBAeOuyUQt2N3djTt37oy6F9Dj8aCmpgbp6emIj4%2BficeZFPk69OXLl%2BFyuUa8zuPxwOFwoKCgYEpNwYiIiIifuWijAAAgAElEQVTmK4agExEREfk/Md/ncrlw7do1HD16FJcvXx50nmEiIUjykHSj0YgPP/wQgYGBiI6ORlBQEABMua4D5i4EfTQjPReb4RMREZG/kdcser0ed%2B7cwY9//GNUV1ejv78fwMdrtSOdd5X/LebWjEYjGhoacP36dSQlJSEmJmba5tDmMgRdkiQ4nU4cOXIER48ehU6nQ1xcnM8QdDme%2BSUiIiJ/IA8/f/3111FRUeGtW%2BQ9TKZCoVDAbDZDrVZj2bJls7aWyhB0IiIiouEUCgUSEhJQXFyM/v7%2BUXspA4DBYEBCQsKE583kYmNj0dPTg8rKyjHnxMQ5lPb2drhcLiQkJCA0NHTS954Mce7l1q1buHfvHoDBc5/iGdatW4fdu3dPqL8gERERERER0XzGAHQiIiIiIiIiIlpwgoODodFocPv2bZ8NDuSBmJs3b/ZuNJ7IhhGNRoPU1FQMDAzg0aNH4wpBF9/f19eHuro6lJeXQ6fTITQ0FCqVyrtZ2tdYxCYY8V5TUxOuXLmCI0eOoKenZ8Twc3Ftbm4uvvCFLyAwMHBaGvsTERERTQfRBKurqwv//u//jubm5hFrqqGNEHQ6HTIzM/Hss8/imWeewc6dO/HMM88gPT0dOp0OwEcBR06nc9h3jEWhUKC7uxulpaVIT09HZGTkpGqnqYagyw8CivpQ1Hvib3GNCNcU371r1y586lOfQkFBAbRaLcPPiYiIaN5pb2/Hr371qxEDgUSN9MorryAiImLa57nE95WXl%2BPChQv47//%2BbzQ0NMBisQyqKceqLcX74jONjY3o6OiAVqv1NrufaAg6AKjVaoSHhyM/Px/r169Hfn4%2BcnJysHbtWhQUFOD555/H/v37kZaWhpCQEO9Ypvo7lZWV4dq1a7Db7cO%2Bj%2BHnRERENFMWQgi6mBNkCDoRERE9SeQNUX/xi1/g5MmTKC8vx7p166DRaMZVk4n3o6Ojcf36dZjN5hGvE/WiWDddunQpAgMDp/2ZpiI6Oho1NTXo6OjweY1arcbTTz%2BN8PDwWRwZERERkf8YGoJeWFg4r0PQ4%2BLiGIJOREREC4Y4j%2BBwOPDWW2/h/PnzqKurAzD%2BcxqjEechKioq4HQ6ERkZ6d0bOFch6EqlEkajcUZC0Hm2l4iIiPyd/Dzq/fv38cEHH%2BD48eOwWCyD9spNpg4Uc2g3b96ESqVCZGTktJ17mKsQdI/Hg9LSUpw7dw6tra2orq5GcnKyzxB0IiIiIn/idru9e/1ee%2B01VFVVTcuc31Di%2BxwOB9LS0hAVFTVrffAYgk5EREQ0mNvtRmBgIHQ6HW7dugWHw%2BGzLhO10oMHD5Cbm4uoqKhJ3U%2BSJOTk5KChoQFtbW2j9sMTNZrD4UBraytcLhfi4uJmLQRd3N9sNuMXv/gF%2Bvr6Br0v7w24a9cuLF%2B%2BnPN/RERERERE9MRgADoRERERERERES0oYpNxZGQkmpub0dHRMeJGEPGaXq9HSEgIMjMzJ7VhJCgoCOnp6bDZbKivrx8zBF1%2Bb6fTid7eXhQWFqKzsxMDAwNISUnxBlnKn2do8LnJZMLNmzfx29/%2BFiUlJTCZTCOGn4uxLFu2DF//%2BtcREhLC8EsiIiLyG6IusVgseP3119HU1OSzpnG73QgICEBCQgJefvllvPLKK9i9ezfS09ORlJSE%2BPh4REdHIy0tDatWrcLGjRuxceNGb91jMBiGBVCORqFQoK%2BvD/fv30dSUhJiYmImVUNNNQQ9NDQUKSkp6OnpATC4IYQ8EF6tViMwMBDPPfccnn32WXzyk59EdHS09zAd6z8iIiKab1pbW1FYWDio5hFE%2BOWBAwemrcGBmIdzuVwYGBjAm2%2B%2BiVOnTqGkpAQAvHXVZJo2yOcMOzs7odfrvYcBJ1uniecODAxEbGwsUlNTsWTJEqSkpCA8PNwbAiB%2Bm%2Bn4jZKTk6FWq9HZ2Qmj0ej9XoafExER0UwbLQR9rOBxgCHoRERERLNN3hD1%2B9//PoqLi2Gz2dDV1YWGhgasXbt23CHoYk25rq4OLS0tPtd6Rc2o1%2BuRkpKC5OTkWWuOOhZRy5aXl6OxsdHndQqFAtu2bUNkZOQsjo6IiIjIv8hD0PPz8xmCTkREROQHXC6Xd77vZz/7Ga5du4b%2B/n4AGPH8x2SIOsrtdqO%2Bvh42mw2RkZGIjo6e0xB0hUIBk8k0IyHoRERERP5K3o/k2rVreOedd3Dv3j04HI5pqf9EiKTL5UJlZSUcDgciIyMRGRk5LbXfXISg6/V6/OEPf0BVVRWAj/rBVFdXY9GiRYiPj/eLdWsiIiKikYjaz%2BFw4Ec/%2BhHu378/bXN%2BQ4maqKenB1arFRs2bJi2sx3jvT9D0ImIiIg%2BIuovrVaLrq4uNDc3Dwr1lpOv5SqVSixfvhxqtXrC9xN138qVK1FZWYnu7u5x7cUTIeg2mw1xcXEICwvzvj9TdaQkSXA4HDhy5AhKSkp81orZ2dn47Gc/C7VaPaPjISIiIiIiIvInDEAnIiIiIiIiIqIFRWz40Gg00Ov1uH//vs9NLfJNJKtWrYJGo5nUhhGtVotly5bB4XCgpqZmXCHogjiY19TUhOLiYjx48AD37t2DWq3GwMAAAgICEBAQAJPJBIPBgMbGRhw/fhynTp3CBx98gL6%2BPjidzhE3CymVSrjdbixatAj/%2BI//iLCwMIafExERkd8QdYndbsfrr7%2BO%2Bvr6EWsoUdOEhIRg3759eOGFF7Bu3ToEBQV5v0dew4l/K5VKREREICcnB1u2bIHdbkd/fz/MZvOgA2a%2BiJrOaDSiqqoK8fHxiI2NnVQj0qmEoKtUKhw8eBAFBQXIy8tDREQEIiIiEB0djfj4eKxcuRJ5eXl4%2BeWX8fzzz2PDhg1ITk4e9FtwUzQRERHNJ%2BJQ15UrV1BeXu7zkFxiYiJ27tw5reHnPT09uHz5Mt566y0UFxfDbDYDmJ4mrfI5Q4PBgN7eXkRGRk66mdXQz4x0GG4660BRW2ZkZMDtdkOv18NoNEKhUMDlcjH8nIiIiGacrxD0seb6/D0EXafTQaPRTGkMRERERP5Evg782muvoaqqyjsvplAo0NHRgbq6OuTn548rBF2SJKhUKkiShBs3bozaFErct6amBuvXr0dISIhfhKCL36S1tRX37t0bcV1coVBAq9Xi6aef9jbkIiIiInpSLZQQdKvVyhB0IiIimvfk4ec/%2BMEPUFZWBpfLBQA%2B9/YBH813ydd4x1OPyRvnNzc3w2KxICoqiiHoRERERLNI3o/kzJkzeOONN9Dd3e2txcbTQ2U85LXfo0ePYLVaERkZOW2133SFoCuVSixZsgQqlcr7/tBx2e12vP322ygqKgLwcR8bk8mEmpoa6HQ6xMfHT/pZiIiIiGaSJElwuVx48803UVhY6LPmEzWOvBaS/z3efnviuubmZgDAihUrGIJORERENIc0Gg0UCgWuXbs2Zj0EAH19fcjPz/f2Np5IDSdqMa1Wi5iYGNTV1cFoNI5rvdbhcKCtrQ19fX2Ijo5GVFTUtK0h%2B7pvRUUFzp8/j76%2BvhH7Ino8Hmzbtg0rV670ro8TERERERERPQkYgE5ERERERERERAuO2ISSmZmJ8vJydHd3%2B7wOADo7O7Fq1SokJCRM%2Bp4BAQFYtWoVFAoFHjx44P3usTahiLGKjT5dXV1oamrC9evXce7cOVy8eBFnzpzBiRMncPLkSRQWFqK2ttb7TL42CInDfklJSfjOd76D8PBwhp8TERGR3xCbip1OJ375y1/izp073rpGXtuoVCq4XC5ERETgr//6r1FQUIDY2FgAvsO9xb/F/xUKBQICApCXl4eEhARotVo0NDRMKATdZDKhvr4e4eHhiIuLg1qtnvAzTyYEXTTor66uRnZ2NrZt24Z169Zhy5Yt2L59O7Zv3461a9ciJycHsbGxCA4OHrQhmxuiiYiIaD4SNUx5eTkePnzo8zqtVotdu3Z5a7aJkh%2Bmc7vdqK2txc9%2B9jPcvn0bjx8/HjRnN91NujweD7q7u2GxWLB8%2BXIEBwdPuUHDTNd%2B8iYSIgS9p6cHfX19DD8nIiKiWTNaCPp4wo/8LQS9o6MDABiCTkRERAuGvLnUT3/6U1RUVHj3sYn3JUlCZ2fnhELQgY9qrtbWVrS1tY0aNKlUKmGxWFBZWYkNGzZAq9XOeQi6mL%2BsqalBeXm5z4ZgoaGh2L9/PwICAmZ7iERERER%2BhyHoRERERHNPhJ/bbDZ897vfRXV19ajnWeU1l699d2MFIcmDMNva2jAwMMAQdCIiIqJZIu9H8v777%2BONN96A0%2BkE8PHevaHE9ZIkQalUeq8bTwCmvPZraWmZ9tpvOkLQ79%2B/D5fLhaioKISFhUGSJDidTu9nDQYD3nrrLVy8eNH7e4j1aYVCAaPRCKfTifXr1/O8LxEREfmta9eu4eLFizCbzcPeG3rGNikpCYsWLUJSUhKSk5NhMpkgSRIcDseIIelDyeuwhoYGBAUFYenSpQxBJyIiIppDSUlJsNlsqK6uHrWeUygUMJvN6OzsxObNmyfV50V8d0REBDQaDRobG2GxWMYdgt7R0YH29nZER0cjLi5uxkLQu7q68Pvf/x6VlZWDxg18PAcYHx%2BPL37xi9BqtdN6byIiIiIiIiJ/xwB0IiIiIiIiIiJacMRmZtEw6sGDBwAw4qZipVIJt9uNrq4urFmzZkqN5SVJQnZ2NkJDQ/Hw4UPvYb7xHs4TxEYej8cDp9MJq9UKu93u3VgztBGE/P7y70tLS8O3v/1thIeHe5tNEBEREfkDUa%2BdOXMGly5dgs1mG1YvKZVKuFwuREZG4tvf/jYyMjKgUqkGfcdE7iVJEhITE5GVlYXExESUlJT4bIQq5/F4oFar0d/fj/v372PLli0ICQmZ2AP/fxMNQRcbrwcGBvDw4UMEBQUhJibGu%2BFZNEoQ144VqE5EREQ0n9y5cwc1NTU%2B6xun04lt27YhJCRkUgfSxPUPHjzAhQsX8Mtf/hLd3d1wOBze98cbfD60Dhtvg4aOjg643W6sXr16XtRxQ0PQBwYGYLFY8Hd/93dITk6e6%2BERERHRE8JXCLrb7Z53IegWiwXt7e2QJAlJSUlsdEBERETznqitjh07hkuXLvkMORIh6A0NDd49e2PN8anVahgMBpSXl49rjdVgMKCnpwc5OTnjDlmfKeLZKisrce/evWHjEP%2BOjo7G7t27vcEARERERE%2B6oSHo165dm3AIutlsRlpaGrRa7ZyGoD948ACxsbEMQSciIqJ5w%2B12Q6lUwm6343vf%2Bx7q6uq8jdzlhp5zTUhIQFpaGjZu3IjNmzdj0aJFWLRoEbq7u73nZcVa6lh1lNvtRmtrKwYGBhAZGYmYmJg5DUFXKpUwGo0MQSciIqIFSR5%2BfuzYMRw%2BfBjA8F4pomYaGoQJfLSmK3qsiNfH6rUy07XfdISgV1dXo7OzE/39/YP2HBYVFeH48eO4du2a91lFvSz%2BjoiIwFe%2B8hWEhoZO%2BhmIiIiIZoKokZxOJ9577z3U1NQAGDnYMSAgAIsXL8bBgwfxyiuv4BOf%2BAS2bduGzZs3Y%2B3atcjNzUVrayssFsu4eu6J151OJ5qbmxEaGorU1NQZC68cyXSFoMfExDAEnYiIiOY1cc4iIiICDQ0N6OnpGfV6SZJgMpkQHR2N1NTUSd9X7MWz2Wxoa2uDzWYbc71WkiS4XC50dXWhsrISERERSE5Onvb60Wq14u2330ZRURGAwbWtqCPDwsLwpS99CcnJyXN6VoWIiIiIiIhoLjAAnYiIiIiIiIiIFiTRSCo8PBwffvghrFbriJuKxb/dbjdycnIQExMz6Q0k4nPp6elITExEf38/ent74XK5xhWCLh%2BTuHboob/RmuSL9zQaDVatWoVvfOMbCAsL8zabICIiIvIHombq6OjA%2B%2B%2B/j5aWlmHXiPDziIgIfPe730VSUtKUNvnKP6dWq7FkyRJkZWWhvr4eZrN51DpNqVR6D9n98R//MXJzcyc1BmGyIeg2mw01NTUICwtDfHw8NBqNt6HE0GckIiIims/EwbM7d%2B6grq5uxDpHoVDAbrdDkiRkZWVBpVKN67tFTenxeOByuXDs2DG89957KC0thcvlGjWkcuj9R2tiMPS6kZ5RvFdbW4vExESkpKSM6xnmmjwgdPny5diwYQNiY2PnelhERET0hFlIIegDAwMMQSciIqIFQdRnra2tOHHiBLq6unxeK0kSlEolOjo6oNfrsXbt2lH3t4nvzszMRFVVFR4/fjxmcysA6OnpwcDAADIzMxEQEDBrzVGHEmEBZ8%2BeRXNzs8%2BQgC1btiA/P59rv0REREQy8hD0tWvXTioE3WKxIC0tDRqNZs5C0G02GyorKxmCTkRERPOCmM%2By2%2B34wQ9%2BgKqqqhH3wonXVCoVYmJi8NJLL%2BHgwYPYu3cvVq5cifT0dKxatQr5%2BfnIy8tDZmYmHj16BKPR6P2Oseooj8eD1tZWWK1WvwhBVygUMJlMDEEnIiKiBUUefv7%2B%2B%2B8PCj%2BXz8HJa0KPx4O4uDisXr0a%2B/fvxzPPPIOXX34ZK1euRFpaGqxWK6xWK%2Bx2u/dzc1X7TSUEXbzX0dGBu3fvoqioCJcuXcLJkydRWFiI5ubmYb%2BVuF9QUBBefvll5OXlMQSJiIiI/I6oTc6ePYtTp04BGFzvKZVKuN1uBAcH41Of%2BhT27duHvLw8BAYGAvj4rG5YWBgSEhKwadMmaLVaWK1W9PT0jHn%2BVtzfYrFAr9cjPDwcOp1u3oWgFxcXIzQ0FOnp6TM%2BXiIiIqKZIOqu0NBQPH782OfasJzdbodarcb69eunVL9pNBrodDqYzWY8fvwYdrt9XOP1eDwwm824efMmNBoNkpKSoNFoAGDK83ADAwM4fPgwLly4AGDkeb%2BAgADs3LkTBQUF0Gg0nPcjIiIiIiKiJw4D0ImIiIiIiIiIaMHyeDwICQlBYGAgysrKRm1wNTAwAIvFgoKCgikFa/4/9u40Nq7rMB/%2BMytn577vmyhSokSRlCnJ2qxIimRJ3uRaruPEcRInDtImRQskCNo0bQL8gRYFGsAxigRZmtSxncSbvCi2ZdmyNmujSC2UKG7izuG%2BDGeG5GzvB73n%2Bg45JEfkkBwyzw8ILHJm7j3DfHlw7jnnEQte0tLSkJGRAZ1Oh9bWVrhcrlk35s2VfIFQUlIStm3bhmeffRYmk8lvsyERERFROBBZ6OjRozhz5ozf74DPF/xaLBZ8//vfR0ZGRkgzjc/ng8/nQ2JiIrKyslBdXQ2n0xnwvaKIHQC%2B9a1vYffu3dI15pPp5luCbjKZpBJ0IiIiopVGZKK%2Bvj5UVVUF3Bwnfna5XEhLS5MOtgpEnt0UCgUmJiZw6tQpvPbaazh%2B/DjsdruUt6abPxTEWMT9jUYjUlNTUVxcjE2bNiEjIwOJiYnweDyw2WzS4a6BrivuqVAooNPpsGHDhhkzYTiRz4NqtdqlHg4RERH9lWIJOhEREVF4ETnqgw8%2BCPgcWP4%2Bkb3S0tKwfft2JCYmzjjPJM9qMTExqK2thd1un3VMLpcLAwMDAICsrCxoNJolKUEXz7qPHj2KwcHBKflQjGfLli3Iz89fsqJ2IiIionC10krQExISWIJOREREYUvs3XC5XHjxxRelNXyTc5f4ncFgwO7du/Hoo49iy5YtMJvN0nUEhUKByMhIZGRkYOvWrRgfH4fdbsfo6Kh0rdkKJ1mCTkRERLQwRL4B7pZf/u///i%2BAwOXn4uekpCRs3rwZ3/3ud7FlyxZkZ2cjMTERRqMRycnJWLVqFUpLS1FWVoaWlhbY7XZpn%2B5SZb/5lKDL96PYbDYMDw9L%2B1Cm24uiVqtx3333Yffu3TAajXz%2BS0RERGHH5/NhcHAQf/rTn9Df3%2B%2BXacQ5KxaLBd/4xjdw//33Iy4uTvrc5GejXq8XWq0Wubm5yM7OhsPhQHt7e9Al6MPDw%2Bjv74fJZFo2Jejib%2BDz%2BZCamor169cv%2BFiJiIiIForIPQUFBbh8%2BTKGh4enzWIiH7W1tSE2NhbZ2dnzym16vR7p6ekYGhpCT08PXC5XUJ8T%2B3avX78u7RlJS0u75ywp9ql4vV5YrVa88sor%2BPjjjwFMnSMF7ubAgoICHDp0CElJSffwTYmIiIiIiIhWDhagExERERERERHRiiXfSHbz5k3YbLaAC4rFYmKbzYacnBwkJCTM655iwUt0dDTy8vJQWFiIxsZGaRMbMP3GvHsxuXCppKQE%2B/fvx969e6HX61l%2BTkRERGHrypUr%2BN3vfhdww5fP54NOp8PTTz%2BNsrIyvwMUQkFkv4mJCRw7dgzXrl0L%2BL7J5ee7du0CgJBlrLmWoE9MTKChoYEl6ERERLTijY6O4vTp09MeDgAAQ0NDGBwcRHp6OiwWi7SBTKFQwOPxSAXjwN1DEFpbW/HCCy/gzJkzaG1tBTB1jm26e4lra7VaxMfH48CBAzh8%2BDAOHz6MTZs2oaioCCUlJaioqEBRUREyMzNRVVUl5cfpru/z%2BdDV1YWNGzcuq4NQeQAXERERhQOWoBMRERGFD3Eg6ssvvzzrOj2v14ucnBx873vfQ3FxcVDPPEVGMxgM6O7uRktLS1Dvdzqd6Ovrg0qlQkZGBtRq9aIWjIt7Xbt2DR988AG8Xm/AbJiUlISvfOUr0Ol0nHsjIiIiCmAllaDX1NQgKioKGRkZ3O9BREREYUVkFo/Hg5dffhlnzpwJOJ%2BlUqng9XphMpnwla98BQ888ABSU1MBfH5AvPx/gtfrhU6nQ2FhISIjI2Gz2dDX1zdr4SRL0ImIiIgWhjxLnTlzBr///e/hcrlmLD/fvHkzHn74Yezfv19a4ybPTuKaERERiI2NRUVFBRQKBex2O4aHh5c0%2B821BH064r3yz4jxpaen4/Dhw8jMzJzzeImIiIgWkkKhQEdHB9555x243W6/c/G8Xi8sFgu%2B973voaysDBqNxu9zga7l8/mgUqkQExOD0tJSOBwONDY2zprhxGcHBgbQ19cHs9kc9iXo4m/k8/nw8MMP4%2Bmnn17wMRIREREtJLE2T6PRwGKxoKamBuPj4wHfK89Hw8PDKCgogMVimfO9fT4fjEYjMjMzMTQ0hN7eXrhcrllzoHwcra2tqK%2BvR2trKwoKCqBUKqU9vYH2DMt/L870u3jxIt5%2B%2B22cP38ewNTyc3Evi8WCL3/5yygsLJzzdyYiIiIiIiJa7liATkREREREREREK150dDSGhoZQW1s746Lm8fFxJCQkoKioaF73k19fo9EgISEBmzZtglarhdvtRn9/v/T6TIfdz3RtcUiEUqmE0WjEF7/4RTzzzDPIycmBRqMJeVEoERERUSiIhcDHjx9HfX09AEzZ6OXz%2BbB%2B/Xrs2bMHJpNpQTakuVwu/O53v8OHH37od19hocvPBZagExEREU1Pp9Ph6tWrGB0dlQ4QkBMZrqenB11dXQCA%2BPh4KRuJ3DY4OIgrV67g9ddfxzvvvIOuri54PB5pnnCmubnJOTEuLg5f/epX8eCDD2LTpk2IjY31K10X/42MjERubi7Wrl2LqqoqjI2NTTsPqFKp4Ha7kZCQgIKCgkUtXyIiIiJaCcK9BP3atWuzlqCL8YgSdKVSyRJ0IiIiWnYUCgUGBwdx9OhRaf5t8usia%2BXl5eFf/uVfEBsbe8%2B5S6vVIiUlBVVVVRgdHZ0xZ4lrj46OSiXo6enpi1qCLu5x8uRJXL9%2BPWBZlM/nQ35%2BPrZu3Qq1Wr3gYyIiIiJarkJVgp6dnQ2dTrfoJeji9xMTE8jOzsbatWvnfG8iIiKihSDy1qeffooTJ07AZrNNeY/Ya2GxWPCd73wHGzduhF6v97vGTNf3%2BXzQaDRIS0tDSkrKjEVCwmKVoItipa6uLjidTpagExER0Yon8s6NGzfwxz/%2BEX19fQCm7vkVc2979uzB4cOH/dbZTd5vK64pXo%2BIiEB%2Bfj5iY2Nhs9nQ09OzokrQ5cRndTodnn32Waxfv37O4yQiIiJaSCIPvfvuu7h165aUY0RWMhqNeO6551BaWhr0NeUZTaVSYcOGDXC73aitrZ3y%2BmTi/suhBF2ejw8dOoQvfelLABCSPShERERES0lkmYiICDQ0NKCnp2favRridw6HA5mZmcjKyppzHhI5zGQyISsrCw6HA729vRgfH59xLZ4Yh8hpDocDzc3NuHLlCjo7O2GxWGCxWKBSqaZcQ/zscDgwODiIX//61zh16hQaGxsBTC0/F2c/KxQKfPOb38R9990n3Z8ZkIiIiIiIiP4asQCdiIiIiIiIiIhWNLFQJCUlBbdu3cLg4GDA94mFK83NzVi7di1iYmJCOga9Xo%2BCggLcf//9UCqV8Hg86O/vlxbvyBc4y383eXzyxeIRERF46KGHcOjQIezZswdardZvQyARERFRuBGHQf3qV7%2BCy%2BXyyyzy8sknnngChYWFCzIGUX7%2B0UcfAQi82Hgxys%2BF%2BZagG41GJCUlsQSdiIiIVhydToempibcuXNn1oOtent7UVtbi/Pnz6OzsxP19fX47LPP8MEHH%2BAvf/kLPvroI1itVkxMTEzJf4GILCbum5OTg%2B3bt%2BNb3/oWCgoKEBkZKb0uz27yDOfz%2BRAfH4%2B8vDycOnVKypOTv4v42Wg0YvPmzZzXIyIiIpqDcC9Bv3r16qwl6CJXOp1OdHR0YGJiAvn5%2BSzAJCIiomWlqakJJ0%2BeDJjBxLxcXl4efvzjH0On080pc/l8PlgsFuTm5uL06dPweDwzHkI/OfMBQEZGBjQazaIdOnrz5k385je/mTJWeSnA1772NaSmpi74WIiIiIju1eTMJDLNUlmuJejy59QPPfQQnnzyyTnfk4iIiGghiFzU0dGBt99%2BG3fu3AHgvyZOZBqz2Yy///u/R0lJyT1nQ3E9pVKJ2NhYZGZmYnBwEJ2dnUtegq7T6ZCSkgIALEEnIiKivxpWq1UqvpycqSbPaR05ci6t3hQAACAASURBVMQv78yWv0ROU6vVSE5ORlpaGoaGhtDV1RV2JegjIyPzKkEXJUjA3X3JW7Zskb4L94gQERFRuBH55Pjx49K8nKBWq7Fv3z5s374dWq12TtcXz5iLi4uhVCpRU1Mz4/vl5evhXIKuVquls2gOHTqEp59%2BWvq%2BS/kMnYiIiJYPea5xu91%2BGSJc5pGMRiMiIyNx5syZGefKlEolXC4XGhsbcf/998NgMMz5O0wuQXe5XOjr65Oe1872zFZcQ6lUYmRkRNrXUldXh%2BbmZtjtdng8HoyMjMDpdKK2thbV1dV4/fXX8fbbb6OxsREOh0P6XtOdR/jtb38b27dvl%2B4bDv9/ERERERERES0FFqATEREREREREdGKJhaFqNVqtLW1obGxMeDB8vIFJImJiSgoKAjZAafyQxk0Gg3Wrl2L0tJSrF27VjqAy%2Bl0wuPx%2BI0r0L8tFgvy8/Oxf/9%2BfOlLX8KmTZuQmJgIYOrhYkREREThRGSVjz/%2BGFVVVX4b%2BuXKysqkwz1DvchXlJ8fP34cwNKXnwssQSciIiLyJ7JjUlISbty4AZvNFvB9kzf4DQ8Po6GhAbdu3UJTUxOsVitGR0cBQNpYN9tBVJMLiB544AE8/fTT2LhxI0wmk98c3ExZVWyyi4%2BPR0JCAi5dujTtxj6xGW/r1q1QKpWc4yMiIiKag5VQgi5eGxsbQ0lJCYqLi%2Bd1byIiIqLF1tTUhAsXLkzJXiKrpaWl4fvf/z7MZvOcn8GKnBYXF4fIyEhcvXpVulYwJejd3d1wuVzIysqCVqtd8DV3fX19eOedd9DS0iKNXRBjLisrw%2B7du/m8l4iIiMKOPLNduHABaWlpUCqVLEGfZLYSdPk6xckH4fPZMBEREYUDeR564403cO7cOQD%2Ba%2BlEpjGZTHjuuedQVlY27yyjUCgQGRmJrKws9PX1SUWYM41zMUvQOzs7MTY2FnQJ%2Bo0bN1iCTkRERMuGmJs6e/YsPvjgA7hcLilTAf5zWvv378eRI0eg0%2Bnu%2BT7yvRfR0dHIysrCwMCAVLQZLiXoFosFDodj1nL2QOR/q29961vYuXOn9B04/0dEREThyOv1YmxsDO%2B99x6Gh4elPa0%2Bnw8WiwWHDx9GcnLynK8v34tRVFQEjUaDmzdvBr23N1xL0Kd75svycyIiIgqGPM80NDTg7bffhtfrhcFggE6nC9l%2B1lBISkrCxMQEbt%2B%2BPW2G8/l8UKlUcDgc8Pl8KCwshFqtnvM9RQ4zGAzIzMyEwWBAT08PbDZb0Hlr8txmT08P6uvrcfHiRZw4cQIffvghTp48iVOnTuHq1avo7e3F2NiY31yg/PvK5/2%2B%2Bc1vSucRct6PiIiIiIiI/tqxAJ2IiIiIiIiIiFY8sTgmMzMTZ86cgdPpDLhgRKFQwOPxoKenBzt27IBWq12QsSgUCuh0OiQnJ6O8vBy7du3CmjVrsHr1auTl5SE6OhrJycnIyMhAZmYm8vLysH37duzZsweHDh3CwYMHkZ%2BfLx0EG0zhEhEREREATExMSCU6i50dxP3efPNNWK3WKQubxevl5eVYt26d3%2B9CIVzLzwWWoBMRERF9TmQgjUYDq9WK5uZmv8O0ApGXlsv/O/n1mcgzYkVFBR5%2B%2BGEcPnwYFosFKpUq4HWD%2BR4GgwHNzc3o7e2dchCW%2BLdKpcKOHTuY54iIiGjZEc8rxZzjUh6ysJxL0CeXIB05cgQAD0MgIiKi8DM5n8h/7u3txdmzZwPmHZPJhCeffBKrV6%2BWnnXOlbifONy%2Brq4u6BL00dFRdHV1YWhoCHl5eYiIiFiwDOt2u3HhwgUcP34c4%2BPjfq9Nzn%2BrV68O%2Bf2JiIiI5kO%2Bbu7o0aP45S9/icbGRmzdupUl6AFMV4KuVquldYk8CJ%2BIiIjClchBp0%2BfxssvvwzAf/5KPIfV6XQ4fPgw7r///nkdXj%2BZwWDAunXr0NbWBqvVOuN7F6sEXRQ8BVuCrlarMTIygitXrqC0tBRms3leYyAiIiJaSCJTtbW14YUXXphS8iPfu/HAAw/g8ccfh8lkmvd9FQoFLBYL0tPTMTQ0JJWgzzbOxShBT05ORkJCAiYmJtDW1hZUCbq4t8iD8hIkzv8RERFRuBsfH8exY8ekwkqRew4cOIAdO3bM%2B/ryvRirV6%2BGWq2etQRdnsHCrQR9aGgI3d3dOHjwIL785S8DYOYjIiKi4MlzTFNTEz744AOcOHECZ8%2BeRX9/P7xeL9LT0/3mm5Z6T6lSqURDQ4NUQB4ox4nfud1ulJSUwGQyzWtvhvicTqdDWloakpKSYLVaMTAwcE%2B5a/LZM4H2t8iz53RnIYr3PP/885z3IyIiIiIiIpJhAToREREREREREa14YjG00WiE3W5HfX39tAuhlUolbDYbjEYjCgoKQr7wJ1DxkjjsKjs7G4WFhbjvvvuwZcsWbNq0CRUVFSgvL8eqVauQmpoKi8UC4PMigaVemERERETLR11dHX7xi18gMzMT0dHRi77I2efzoaurC2%2B99RbGx8en3FupVEKj0eCrX/0qoqKiQjq%2BcC8/F1iCTkRERORPo9EgJSUFVVVVsNlsMx5WP1fyvKVUKmE2m/Hcc89h7969UunQfAuQjEYj2tvbUVdXN%2B28pMViwb59%2B0J6MCwRERHRQpPPn9XV1UkHi7IEfaqZStAnl1%2ByBImIiIjClTyfDA0NQafT%2BeUvjUaDTz/9FBMTE9JnxKFQKSkpeOihh2A0GkOWFSMiIhAdHQ2Hw4H29vagS9CdTic6OjrQ1taGNWvWQK/XL0iGvXnzJn7/%2B99jeHh42sKAnTt34oknngAQHgeVEREREQH%2Bue%2Btt97CK6%2B8AgCwWq24c%2BcO7r//fpagBxCoBJ3zfkRERLRcDAwM4M0334TVap2y30KhUECpVKKsrAx79%2B5FVFRUyO7rdruhVqsxMTGBo0ePwm63z/qZxShB1%2Bv1SElJATB7CbrIpcDdMveMjAykp6fP6/5EREREC0mhUGB0dBS//OUv0d7eDpVKFXA%2Bbe3atXj00UeRnJwcsnv7fD5ERUWhqKgIlZWVs%2Ba/xSxBj42NRW5uLkwmE2pqaqRnumKtn1KplN4v/mYajQaJiYn4%2Bte/jm3btgHg/B8RERGFB/l6uLGxMb99q2K%2B76OPPsLo6CiAu%2Bv8tFotHnroISQmJoZkPd1cS9BF5gqnEnSRYR955BEAzHxEREQUvMnl58eOHcO5c%2Bek%2BbiOjg6cP38ew8PDsFgssFgs0tzTUu4tSEhIQFdXFxoaGgBMPUdZ/ruhoSG43W6UlpaGbMwajQbJyclYv349urq60NXVJb02056RQOTv9Xq90s%2BBriGurVQqERsbi2984xuc9yMiIiIiIiKahAXoRERERERERES0oMTCmaU%2BnFNeYnTmzBnpsK3Ji07Ez2q1Glu3bl3wsc%2B0kGem%2B/KgUyIiIroXt2/fxr/927%2Bhu7sb3d3dyMrKCnnJ%2BGwUCgWam5ulEvLJxKb/AwcOwGQy/dWVnwssQSciIiL6nNfrhdlsxqpVq3D69Gm4XC6/osj5EHODYv4vOTkZ27Ztw7PPPovi4mLo9XoAn%2Bet%2BXwHhUIBh8OB8%2BfPT5mTFDnPYrFgx44d0Gg0nPsjIiKiZUE%2Bf/bmm2/ihRdeAACsWbOGJejTCFSCzvJzIiIiWi7k%2BeTtt9/GsWPHEBcXh/j4eCkvTUxM4NSpU3A4HFPmwf7mb/4GxcXFIR%2BXxWKB2WzG8PAwrFar3wH4gYhM53a70dHRgaqqKhQXF8NisUjvCcVz9MbGRrz44ovo6%2Bub8oxayM/Px5EjRxAVFcX8R0RERGFjuvJzcSB%2BZ2cnS9BnEKgEnfN%2BREREFM5E/qmvr8fRo0fh8Xj85tbEXJtGo8FTTz2F/Pz8kN3b4/FArVZjZGQEP/7xj6Xy9WDWB4ZLCbq4FwBkZmbioYcewqZNm6BSqeZ1byIiIqKFItbB3bhxA5988gnGxsam7G9QKBSIiorCF7/4xZCWFk1ec3j58uWgPrcYJeiCwWBAUVERMjMz4Xa7MTIygvHxcWkc8nKkqKgo7N27F4888gjWr1/vN1YiIiKiQBbrfBd57nrnnXdQVVWF%2BPh4mM1mAHfn5cbGxvDRRx/BbrdLY4uLi8OTTz4JtVodsnHOpQQd%2BHxeMlxK0BMTE5GdnQ2Az3yJiIgoeIHKzz/77DO43e4peaKpqQmNjY1ob29Hfn4%2BdDpdwOssBpHf1qxZg5qaGvT390/7XpHbrFYr0tLSpOeroaBQKGA0GrFt2zaMjY1hdHQUNptNOqswFOfOyIl9HzqdDmvXrsVTTz2F8vJyAJz3IyIiIiIiIpJjAToRERERERERES0Y%2BULd/v5%2BGAwGv9eW4sD7%2BPh4jI2N4fbt2wEXrIgxWa1WxMbGIjs7e0kP5iciIiKar9u3b%2BMnP/mJdNBoX18f2trakJOTs2gl6OIeN27cQGVl5bSHi0ZFReHBBx8MWenjYpefhyrjsgSdiIiI6C5xuEFsbCxyc3Nx4cIFuN3uGQ%2BrD4Y8FxqNRpSUlOD5559HeXk5YmJi/DLyfPOd%2BPzo6ChOnToFAAEPiM3Ly8OuXbs4J0hERETLwuQSpFdffRUAcPPmTSgUChQVFbEEfRqTS9DFOFmCREREROFMnk%2BOHj2Kl19%2BGVarFcPDw7BYLEhMTIRCoYBer8fAwADq6uqmXOPBBx9EQkJCSPOhyHvx8fGwWCwYHBxEb2/vrCXoglKpxPDwMC5cuACDwQCj0QiTyTSvQ1I9Hg/q6urwwgsvoKenZ9ry86ioKOzevRulpaVQKpWcFyQiIqKwMF35uVhnJ9awsQR9ZqIE3Wg0orCwEI8//jgAzvsRERFReFIoFHA6nfjFL34hzWfJ59XEvw8ePIg9e/ZIv5vvfJbH44FKpcLo6Cj%2B9V//FZ2dnVCpVPe0LnCpS9Dl5ecZGRnYt28ftm3bBq1Wu%2BglBERERETBEhnl1VdfRUNDw5TXRb4qLi7GU089Jf0832wjnxt79dVX8dZbb/ndbzaLkf3EfRQKBVJTU7Fu3Tps3rwZERERiI2NhUKhQEJCAtasWYNNmzbha1/7GsrKyhAfH%2B/3WSIiIqLJxsbGpFLxhc4M8tz19ttv4w9/%2BAMaGhrg9XoRHR2NqKgoKJVKqNVqXL16Fd3d3VLOio%2BPl%2BYAQznGuZSgy/PfUpegB/M7IiIioslmKz%2BXPxcVuWd4eBiNjY24cOECjEYjtFotzGbzoucPkbeUSiXcbjfq6urgcrkCvldkOpfLBbPZjOLi4hnPyrtXYm3i%2BvXrkZCQAL1ej6amJum%2Bwc4vTkd8Xvx/EhUVhQMHDmDfvn3Iz88HwHk/IiIiIiIioslYgE5ERERERERERAtCvhD6jTfewH/%2B53/C5/PB6/VKB54Ci7uYQ9xLqVSipqYGTqcz4L3FIhS1Wo3169dLi8eJiIiIlpvbt2/j3//93%2BHxeKBWq%2BHxeKQNXotZgi6ufebMGdTX1097KJXRaMSBAwegVqvnfc/FLj8HPv%2BeVqsVJpNpPsNnCToRERHR/0/kn6SkJKkE3eVyzamgXMz7iQ1sDzzwAPbt24cnn3wSZrNZyqELUcJ09epVXL58ecrmOfFzQUEBNm7cGLL7EhERES2U6UqQtFotPB4PS9CDIErQq6ur4XA48PDDD%2BNLX/oSAJYgERERUfiZLv8BQE9PD6xWKywWi1QC1NvbiytXrgD4PFdFRkbiqaeeglarDenY5HkvMTERJpMJfX196O/vD6oE3efzQaVSwel04ubNm%2Bjs7ERERARSUlKksc%2BW/%2BTP2gcGBnD58mX89re/RW9vb8Dyc/HMd/PmzXjsscdYhkRERERhQ577jh49OqX8HPg8%2B4R7CfqGDRukEnSVSjVtJlzoEvS0tDSsXr0aAOf9iIiIKDyJzNPb24vjx4/D4XBMyU5KpRIRERF4/PHHER8fH/Ly8x/96EdS%2BbnInYJ8/8R0c31LVYIuHw/Lz4mIiGi5qa6uxmuvvSbNWclzls/nQ2xsLL7zne/AYrGEZF5rcvn5m2%2B%2BCWDqnt/ZLEb2k39eo9EgMjISxcXF2Lx5M77whS9g165dqKioQFFREQwGg99nmAGJiIgokLq6Ovz5z3%2BGxWIJaW4JZPJav5dffhnA3RzV0tKC0dFRREVFSeOoqqpCW1ublAezs7Oxffv2BRnbci5BJyIiIpqLYMvPAf89CSqVCjabDTU1Naivr4der0daWpr03sXaryue1cbExKC6uhpDQ0PTrsUTma2pqQlr1qxBQkJCyMYh/l4KhQLJyckoKytDamoqhoeHMTY2hvHxcb8S82DL0EVuFu83Go3IyMjAP/zDP6C8vBzR0dHS68ycRERERERERP5YgE5ERERERERERCE3eSH0q6%2B%2BCgCora3FtWvX0NHRgaSkJGg0Gmg0mkVdRAMACQkJqK%2BvR1tbW8BFKuLn7u5ubNiwAXFxcVx4QkRERMvO5PJzt9stvbYUJegAcPHiRTQ1NQW8j0KhgE6nwxe%2B8IV5H3y/mOXn4u/mcDjQ1dWF//mf/0F3dzdKSkrmnXNZgk5ERETkLykpCSUlJbh9%2BzbGxsbg8XikfCSf55MfICX/vc/ng8lkQmlpKY4cOYKHH34YGRkZABZuo5%2B45pUrV6QyUDmVSgWFQoH9%2B/cjKyuL85BEREQU1qYrv1SpVHC73dIBBsulBD2Y8qOFLEHPy8tDYmIinnjiCQAsQSIiIqLwM1P%2BA%2B7Otw0ODqKlpUU68CkrKwvV1dUYHByUrqPX67Fv3z5oNJqQj1Ge95KTkxEZGYnh4WH09vYGXYKuVCrhcrnQ1dWFc%2BfOwel0wufzISkpaUoRunyuUf7s9ubNm3jvvffw/vvvY2hoKODBZGIshYWFeP7552EwGJgBiYiIKGyIXHP06FHpIPxAJZTLoQQ9KioKeXl5uHTpEiYmJu6pBN1utyMnJyckJejyvwWfARMREVE4Ehnlww8/xKVLlwK%2BR8yTPf30036fmatgy89VKhW8Xi%2B0Wi08Hs%2BMc32LXYJutVrhcDgAAJmZmSw/JyIiomXn8uXLqK6uBgC/fCVyTEpKCnbv3g2NRrNo5eeTs95SZj9BXGfyNeX3YfYjIiKimdTV1eFHP/oRWltb4fF4EB0djdjY2AUp755prZ9CoYDH40FnZycGBgZgNpuRlJSErq4u3LhxQ8pXCQkJ2L59%2B4LNcbEEnYiIiP7atLa24rXXXkNlZSVcLlfAPQaTyc%2BQ6%2Bvrw/nz5zE8PAyfz4eUlJRFzUA%2Bnw8GgwEpKSk4c%2BaMdL5LoPeJ57tWqxXr1q2DwWAI2Tgm3zM9PR3FxcUoLi5Gf38/AMBut0u5Uux3kZ83I7KyvPhcXHfz5s04ePAgnnzyScTFxUGpVPqdWUNERERERERE/liATkREREREREREITXdQmiNRgOPx4OxsTE0NzejpqYGd%2B7cQWpqKiIjI/0%2Bv5CLPMT109PTUVlZCbvdHvB94tCEoaEhlJaWzruEk4iIiGgxzVR%2BLixmCbrIYBcuXEBLS8u0hw84nU5s2LAB8fHxc77XYpSfy/9OCoUCTU1NePvtt/HGG2%2BgsbER3d3d2Lx5M0wm05y/h8ASdCIiIqLPeb1exMTEYMOGDYiIiMDY2JhUpDTTIQcAkJ%2Bfj%2BLiYjz//PPYtm0bsrKy/F5fyDnJnp4evPTSSxgdHZ2ShX0%2BH9RqNR5//HFERkZyAxwRERGFLfn82dGjR/0OxBLzbeKggnAvQU9MTMSlS5f8xjvd54CFK0GPi4tDYWEhAJafExERUfiRH/I0Xf4TOWtkZARNTU3Q6/XIyclBb28vamtrpaylVCqxc%2BdO6HS6Bck8k0vQo6KiYLfb0d3dLeWs2Q5JBT4/RL%2B%2Bvh7V1dW4fv26dH2DwSAdBqtQKOByueDz%2BXD%2B/HmcPn0av/rVr9DS0oLx8fGAB5OJA70yMzPxgx/8AGazmRmQiIiIwk53dzd%2B9atfwel0zpihwr0EHQASEhKQmJiI6upq6fDYYEvQHQ4HcnJyEBERwQPziYiI6K/CyZMnA%2B7zEDkoNzcXW7duhdvtnlfWu5fyc4/Hg7i4OHz961%2BH1%2BtFR0dHWJSgp6amwuv1orW1FbGxsTh48CDLz4mIiGjZ8Pl8cDqd%2BM1vfoORkZFps9Xu3btRUlIy72wTbPm5eJYKAKmpqbDZbEue/eTke4lZfERERETBEme%2BiDzT3t6OsbExxMTEhLwEfba9HiI/eb1e9PT0oKenB0lJScjJycHJkyel82gUCgV27NixoGftzbUEXfy9WIJOREREy4nL5cKf/vQnOBwOvzmw2ciLvH0%2BH5qamlBbW4uWlhasXr0aKpVKmh9byBwkslZkZCRsNhuam5tnXFMIAG63GxkZGUhPT1%2BQPcXiOxsMBiQkJGDLli0oKSlBTEwM9Ho9hoaGoFQqpYwrxiX/b0xMDKKiovDII49g//79ePTRR5GRkQG1Ws09HkRERERERERBYAE6ERERERERERGFzHTl5yqVSloAIhbK2Gw2tLa24tSpU7DZbPB4PEhOTpYWqCzUAfjimkqlEk1NTejo6Ah4qL3857KyMlgsliU9lJ%2BIiIgoWO3t7fjhD38oFSkGKj8XFqsEXVyvqqoKd%2B7ckRY2y4mcWF5ejtTU1DndZzHKz%2BXvbW9vx7lz5/Dzn/8c9fX1sNvtUKvVcLlcSE1NRXZ2dkj%2BnixBJyIiIrpL5EiTyYSCggJs27YN0dHR0kEFBoMBer0ekZGRSE5ORkZGBvbs2YOdO3fiyJEjqKioQGRkJNRq9aLM84n5xKamJnz66adSKZIgcmVFRQX27NkjfUciIiKicCRyyuTnwJMPo18OJeiZmZkwm82orq6e8aBU8Tlg4UrQJ9%2BHiIiIKFwEm//E%2BxwOB2praxETE4OdO3fixIkTUhm42%2B3GAw88gKioqAUdr8h7iYmJiI2Nhc/nQ2tra1Al6ID/Qflutxvd3d2orKzEiRMnUF1djcrKSlRWVuLq1at49913cezYMRw/fhy3b9/2ey4c6Fm41%2BtFUlISfvzjHyMyMpIHYxEREVFYMplMSElJQXt7O4aHh2dc%2BxbOJehCYmIi1Go1amtr4fF4ZpyDC1SCnp2dDZ1OxwPziYiIaEWz2Wz485//jNHR0Wnfk56eji1btgCY%2B3PNuZSf/9M//RPWrVuHjIwMDA4OorOzc9GKMKd7r06nQ3JyMmJiYlBSUoLNmzez/JyIiIiWDYVCAbvdjmPHjmFsbGza56cVFRXIy8ubV8a5l/JzkQmPHDmCxx9/fNGzHxEREVGoifJzj8cDtVoN4G4%2BErkl1CXowaz1k5egDwwMoLm5GRqNBv39/RgeHgZwd%2B5r586d0Ol08xpPMOO91xJ08TmWoBMREdFyotPp4HQ60djYOOM5gNORz4E5nU60tLSguroaY2NjiIqKgtls9nvvQp3fLDLt5cuX4Xa7p52zUygUGBsbw8DAAHbu3LkgJe3ya3m9XqjValgsFhQWFmLLli3Ytm0bKioqkJOTg%2BLiYuTn5yMzMxNlZWXYtm0b7r//fvzt3/4t9u7dizVr1iA5OVm61kxn%2BhERERERERHR51iATkREREREREREITFT%2BfnkhdCCSqWCy%2BVCY2Mjzp07h5GREWg0GsTExEiH4i/UAhCtVouoqCh8%2BumnM95ndHQULpcL5eXlXIxCREREy4LY3DUwMDDrBi9g8UrQAaCmpgb19fXTLl4WZZYbNmy45zEsRvm5GCcAvPbaa/jggw9w/Phxv0XZXq8XXq8XBoMB9913X8j%2BjixBJyIionA3W34LVTmkuIZCoYBGo0FeXh7Wr1%2BPLVu2YPfu3di5cyd27dqFvXv3YvPmzVi9ejXS09Ol0vPFOshA5DGn04mf/exn6Ovr89vIJ8YCALt375ZKNImIiIjCWWNjI1588cVZCyTDuQRdyMnJgUqlQk1NTdiUoBMRERGFm87OTvzxj3/EyMgIAP85LTmRh1wuFy5duoS4uDgUFRWhpqYGHo8HPp9POjhqIfOTfP4vLi4OqampMBqNqKurg9frlTLqTMTr8nk8r9eLwcFBdHV1oa2tDXfu3EF/fz9GRkak7zL5%2BfTkMWVkZEjl56LsiYiIiCiciByVnJyM2NhYtLS0wGaz3VMJenNzc1iVoKtUKuj1erS1taG3t3fGOUBgagn66OgocnJyoNPpOA9IREREK5bL5cKHH34Ih8Mx7Xvi4uKwffv2RS0//8d//Efk5uYCACwWy7xK0KOiomYtwvT5fPD5fLh69Sp0Oh30ev20GVCv1yM9PR2ZmZlQq9UsVyIiIqJlQWSW2tpafPTRRwHzlPhdSUkJ8vPz55xz5lp%2B/thjj0nZb2BgYFFK0MU8Juf/iIiIKFQml5%2B73W6/8nGRW2JjYxETExOyDFJXV4ef//znUgaaLj%2BJ10ZGRjA0NIS%2Bvj64XC4oFAo4HA6kp6cjKytrwee85lqCLvIfS9CJiIhoORDl4VVVVXA6nbOuXwtEvq9BqVRiaGgI9fX1uHjxIuLi4mCxWBAREbHge12Tk5Nht9tRV1c3be4SYxRnq4g9xQtFXFuMx%2Bv1wmg0IiYmBjk5OcjPz8eaNWtQUlKCwsJCZGdnIz09HTqdDhqNxu97MEcSERERERERBY8F6EREREREREREFBJiwcbRo0enLT%2BfTL7gw%2BfzobGxEbW1tbh16xays7OhVquh0WgWZLw%2Bnw8JCQkYHh5GU1NTwPeIBUIOhwP5%2BfmIiYlZkLEQERERhYrX64VWq8WmTZtw584ddHd3B7WwdqFL0MW1uru7UVVVFfBgefGz1%2BvFAw88IL0nmDEsVvm50N7ejv/%2B7/9Gb2/vlPuJDKnX67Fjx46Q/h1Zgk5EREThZPLmN4fDgYmJCbS2tqKzsxM2mw09PT3wer2IiIiYUugz35w0%2BbMqlQpqtRparRYajQZKpTJgVlqsjWcKcyFnMAAAIABJREFUhQIulwtvvvkmLl26JG2Ym2zdunX46le/ygMWiIiIaFmIiYlBREQEOjs7YbfbAUyfr8K1BF1QKBRIS0uDw%2BHAnTt3Zs1iLEEnIiKiv0ZmsxkxMTFwOp2wWq0zHi4PfF72XVVVBQBwu91SbtRoNNi0adOC5yb5PJvZbEZmZiZSUlJQXV0Nt9vt975gyA8MEwL9DeQ/T752QUEBfvjDH7L8nIiIiMKaPEclJycjLi7unkvQOzo6wq4EPSoqCkqlEpcuXZo1zwJTS9BtNhtyc3NZgk5EREQrVl9fH44dOzbjPuDR0VGUl5fDbDbfcx6ab/m5IIowe3p6pLnK2fZRiCLMkZERmM1mJCYmBny%2BK/aVdHV14Sc/%2BQnOnTuHTZs2wWAwTJsBVSoVD8MnIiKiZUVkloaGBly8eHHaQkwAyMjIwLp16xa9/Fwwm83IysqaUwm60%2BlEZGQk4uPjp13bJ37X39%2BP119/HWlpaTAajZz/IyIionm7ffs2fvrTn8Ltdkvl54K8BL2rqwsOhwNRUVGIi4sLyb1jY2NhNpsxODiIoaEhAIHXuQGfPxu22WyYmJiQfgcAmZmZWLNmzaLkormUoMvzH0vQiYiIaDmIi4uD1%2BvF9evX7ymrBHqf/Iw%2Bu92O8%2BfPo7%2B/Hy6XCxkZGVMKwUNFZLaUlBQ0NTWhr69v2veKMfp8PqxevRomk2nBM9q9PLdl6TkRERERERHR/LEAnYiIiIiIiIiIQub999/H//3f/wGAtCltpsXEcmJRsd1uR2dnJy5duoSuri5EREQgMTFRel%2BoNo2Ja9jtdly8eNHvd4IYu91uR3p6OvLz8%2Bd9XyIiIqKFJDZ4abValJeXh00JurjG6OgoTp8%2BPeOB%2BENDQ4iMjEReXl5Ylp8Ddw/PslqtaG1tnXI/8d1sNht27NgBo9E4p3tMhyXoREREtNTE/JzIHxcvXsTly5fx0ksv4f3338f777%2BPTz75BJ9%2B%2Bik%2B/vhjfPbZZzh37hyam5ul0iGtVhvyokj5dcJhw5nX68WVK1dw/PhxDA8PT8nASqUSGo0GX/jCF6TiTG6QIyIionAmstuqVasAAK2trRgbGwMQfAm6UqkMqxL0iIgIqNVq3LlzByMjI7OOR16C3tPTA4/Hg1WrVoXN9yEiIiIKJfkhVVFRURgfH0dHR0dQpZEA0NPTg9HRUQB3c9TExATWrl2LyMjIRTvACgC0Wi2ysrJQUlKChoYGjI2NwePxQKFQBPU9ApnpM/JrRkZGoqKiAt/5zndgNpvh9XpZfk5ERERhbaWVoItxZWZmYmRkBI2NjUHlP3kJend3N4aGhpCXlwe9Xs95QCIiIlpxRkZG8NFHH81YgO7z%2BbBu3TqkpKTcUx4S82HzLT8XzGYz4uLi0NXVhf7%2B/hnvLZ/HtFqtsFqtUCqVyMrKmnLwv9jH8v/%2B3//D0NAQHA4Hrl%2B/jvLy8hlL0ImIiIiWo8bGRly%2BfDngs1KRedRqNSoqKqBUKu8pB4Wi/FyMw2KxICUlBT09Peju7p51flJegj48PAyDwYDk5OQpa/vkY3zttdfw3nvv4dq1a8x%2BRERENG9dXV34wQ9%2BIJ334nK5przH5/NJxehtbW0oLi5GRkbGvO8tMox4pjk4OIiBgYFZ1/rJfy/eJ8YVHR0973EFY6YS9GDyH0vQiYiIKJyJXJKamorW1lZYrdYZ36/X66HT6TAxMQEAM2Y5lUoFr9eLtrY2XL58GX19fUhISIBer4darV6Qs1wiIiIwODiIW7duSblruvf29fUhLi4OBQUFYZXNwmksRERERERERMsVC9CJiIiIiIiIiCgkJiYm0Nvbi76%2BPrhcLoyPj0sLhYMxeTG0w%2BFAS0sLTp8%2BDbvdjvHxcaSlpYV8wUhmZiba2trQ0dER8HWx6KepqQmlpaWwWCwhvT8RERFRqIVrCToAOBwOnD17Fm63O%2BA1xe8iIyOxceNGaUzT3X8pys%2BFlpYW3Lp1K%2BAibJVKBYVCgV27dsFsNs/rPoGwBJ2IiIiWisgVQ0NDOHfuHP74xz/ijTfewPXr1zE0NAS73e6Xj3w%2BHyYmJjA4OIimpiacPXsWzc3N6O/vR2Fh4ZSDRFeSrq4uvPXWW7h9%2BzYA/41wIremp6fj2WefhVarXaphEhEREQVNfrCUKP2%2B1xL0mpqasCtBT0pKwuDgIGpra2ecYxPE66Ojo%2Bju7obb7ZYOYQiH70NEREQUKvKDQBMSEhAbGwu3243W1tagStDFa%2BI6drsdGRkZyM3NXfTM5PV6ERMTg%2BLiYqjVaoyOjmJkZER6fa5F6HKiUF08r87NzcWuXbvw%2BOOPw2g0huQZNREREdFiWEkl6PI5O6/Xi6qqKni93nsqQZ%2BYmEB3dzd6e3uxatUqlqATERHRiqNUKnHq1Ck4nc5pX/d4POjo6MB9990HvV4f1HXFfNjo6Ch%2B%2BtOfoq2tbV7l58DdjBYdHQ2Px4M7d%2B5Iz6qnI5/H7O/vx7Vr12C325Geng6VSiXNFTY3N%2BO//uu/0NnZCbVaLRWiV1ZWoqKiAgaDIajvTERERBTOxPzd7du3UV1dPW1BEQDYbDZs3LgR0dHRQe/1kD8P/dOf/oQ33ngDwL2Xn8tZLBZER0ejvb0dQ0NDs34/kf26u7vR1tYGr9eLvLw8v/GLf7/yyit45513AAAjIyOoqalBWVkZDAbDitzfQkRERAtPo9Ggo6MDnZ2d0vPRyXlLzLUBwP79%2B/HQQw%2BF5N7y56IZGRkwmUwYHh5Gb29vUGv9gM/zos/nQ2JiIlatWrVoz0VnKkEPZrwDAwPo7%2B%2BH2WxGSkoKS9CJiIgobIg8otFoYLPZcOPGjWnn5dRqNVJTU1FQUACNRoPBwcEZs5w87/h8PjQ3N6O%2Bvh5dXV3Izs72e64bimwkxpKVlYXKykoMDw9POzbx%2B/r6ehQWFiIuLm5e9yYiIiIiIiKi8MICdCIiIiIiIiIiCgmVSoWMjAzs2rULiYmJ0Ov1aG5ulhbYiEPtgyHeJz7T0NCAa9euoaGhAQkJCdBoNIiIiPBbhDyXBTVi0bNGo0FNTQ0mJiYCjkWpVEqLu7Ozs3lgFREREYW9cC1Bj46Oxo0bN9DT0zPtuIG75eJpaWlIT08Pu/Jz8bdwu9347LPPpN9N/h4ejwe7du1CVFTUnO81k/mUoN%2B5c0da8M4SdCIiIpqNPAuOj4%2BjqakJP/vZz3D%2B/Hm0tbUB%2BLzcZ3L5ufy/Yq6vp6cHN27cQENDAywWCyIjI6HRaFbUnNvQ0BBeffVVXLx4EYB/gZLIrVFRUfje976HhISEFfXdiYiIaGVbaSXo4t5r167FzZs30dvbG9Tn5CXoVqsVExMTWL169ZJ/HyIiIqJQk6/Ni42NRUJCAnw%2BH%2B7cuRP0wajA5/Njra2tWLt27YI9Q52O%2BB5msxn5%2BflYv349BgcH0d/fD7fbfU/fJRDxWfH5HTt24IknnkB5eTkiIiJYfk5ERETLzkorQQeAxMREVFZWor%2B/3%2B/3wXC5XOju7kZXVxcKCgpgMBg4D0hEREQrxtjYGD755BPY7faA%2BUbMnbndbhgMBmRlZUGlUs14TTEfZrfb8R//8R9obGycst8DuLfyczEWlUqF5ORk1NXVwWq1zjqvJ8%2BvHo8HdXV1uHHjBi5fvoyWlhYcO3YMH3zwAfr6%2BqTxiDw8OjqKjIwMZGVlzTguIiIiouVAZCKbzTbtvljg7rNPl8uF4eFhrFu3Lqj9p/Lnoa%2B//jpee%2B016VpzLT8XY46JicHo6Cjq6%2Bv9nskGIn/uOzw8jKqqKvT390Ov18NoNMLr9aKhoQFvvPEG/vKXv0hjUqlUGBgYwMWLF7F9%2B3buuSUiIqI5UavVKC0tRX9/P1pbW6esSZNno4MHD%2BKZZ54BgJA9d5TvZUhNTYXFYoHNZkN3d3fQ6%2BPEOSm9vb3Yvn07tFptWJegi8%2BJM3L6%2BvpYgk5ERERhR2SS3NxcXL9%2BHb29vQGzmdfrRUREBMrKylBRUQGv14v29na/PDldNhKvDQ0NoaGhAefPn0dkZCS0Wi1MJlNIspH8TMPk5GRUVVVhfHx82mfM4p5GoxGrV6%2BWznQmIiIiIiIiouWPBehERERERERERBQyYmNaeno6ysvLkZWVBYvFgvb2drhcLul9wR4WKl847Xa70dHRgevXr%2BP27duIj49HVFSUtJBlLgulxfstFgsuX76MwcHBacfmdrsxMDCAnTt3znpAAxEREVE4CLcSdHG4QH19PZqamqbNXaIIqb29HYWFhYiMjJzynqUqPwc%2Bz5BjY2M4efIk3G53wO8K3D3YPjY2dl73m8lcStC1Wi0cDge6u7uxZ88eaLXaBRsfERERLX/y/NTc3IyPP/4Yv/3tb9HX1wePx%2BO38Wy2%2BT7xusgqVqsVjY2NsNlsSE9Ph16vXxGHxI%2BPj%2BOll17CqVOnAPhnVfG30ul0OHToEMrKyqBSqZb9dyYiIqK/LiupBF1%2Bb5fLhWvXrkljDeazAGC329HZ2Qmn04k1a9awBJ2IiIhWHPlhV1FRUUhKSoJSqURDQ0PQB6OK1z0eD6Kjo5GXlzfjc82FIO6lVqthsViwZcsWJCQkwGKxoKmpSfqe4vvM9FxZvCauKbJueXk5Dhw4gCNHjiA6OjqoaxERERGFq5VUgu71eqU9IJWVlX4ZVq/XS2sAZ8qn4qD/hoYGrF69GmazeeEHTkRERLQIIiIi0NLSgubm5oBzfSIjjY%2BPQ6PRoLi4GHq9ftrriTWHTqcTL774Iq5fvx6w/Fz8LtjyczEWsUcmOzsbn332mfScOhjyMsyenh7U1dWht7cX4%2BPj0njk84Rbt27F9u3bYTKZgr4HERERUbhzOp04fvz4tM94xe8dDgfi4uKQkZEx47yZfM/Ju%2B%2B%2Bi1deeQXA/MvPxVhUKhUyMzNx5cqVGc%2BDkX9G/iy6ubkZlZWVOHHiBE6cOIHTp0%2BjtrbWb4xinAkJCdiwYQPn/oiIiGjO1Go11q1bN6UEXcxrAXfLz7/85S8DCM35J3KTn/FaLBaMjo7CarUGvdZPqVTCZrOht7cXZWVlUKvVi1YkPlMJ%2Bkz3F9%2BLJehEREQUjkTGUSqVSE5OxrVr1%2BBwOAK%2B1263w%2Bv1Yu/evXjggQegUCjQ19cHp9MprYELlOfkmUepVMJut%2BPatWtobm6GSqXym%2BObz95X8bmIiAhYrVa0tbVNmzHF9%2B7p6UFFRQXMZjP33RIRERERERGtECxAJyIiIiIiIiKikJEf6KlQKJCamor169dj48aNGB8flw4HEAtU7uXwU7HJzG63w2q14tNPP8XAwADGx8fntaDG6/UiIiICCQkJuHjxYsACSzHWgYEBREZGIi8vL%2BjrExERES2lcCpBF3kuJiYGZ8%2Behcvlmva%2BADAxMQGTyYTMzEy/ku6lLD%2BXGxwcxMmTJ6V7yanVani9Xjz44IMBC9xD6V5K0NVqNVwuF0wmE/75n/8Z8fHxCzo2IiIiWt7k%2Beny5ct48803cfbsWb/DPudKZBWbzYa2tja0tbVh1apVMBqNy3rTmt1uxx/%2B8AecOHECwNSsCtzNqyUlJdi3bx%2BioqKWYphERERE87bSStABwGw24/Tp0xgbGwu6jFO8x%2Bl0or29HSMjI1i3bh0UCsWSlTkRERERLQR5NrJYLEhKSoJarUZdXV3QB6MqFAq43W50d3ejtLQUFotlyTKguG9GRgZKS0tRVFSEpKQkDA0NweVyweVyBfw%2B4nvKX0tLS0Nubi6effZZ7Nq1C0VFRX73WK5znURERLQyzDdvrZQSdDFOh8OBU6dO%2BY19w4YNAO4%2Bu5a/dzKlUgm3243e3l7ExcWhoKBgEUZOREREtDja2tpQU1Mzbfm5z%2BdDZmYmtm7ditzcXKjV6oDXEXOF4%2BPjeOmll3DhwgV4vd4p1xXr6mJjY/Hd734Xq1atCnqs8j0yra2taG9vD2p%2BUowv0PcL9FpycjIOHTqE/Pz8oMdGREREFO58Ph%2B0Wi2qq6ul%2BbDJxPq%2BsbEx5OXlITc3FyqVatrribm%2BTz75BK%2B%2B%2BipcLteUfRTyn5944gkcPnw4qPGK7BcREYHExERUVlZiYmIi6O8rcqLb7YbD4YDdbpeeBU8eY3x8PB5%2B%2BGEUFRVx3R8RERHNy%2BQSdPHMFVjY8nNB/ow3KSkJkZGRsNvt6OrqCmqtn3jNZrPBYDAgOzt7UfPRTCXo05F/L5agExERUTgSWUSr1cJqtaKlpWVKLhPv6enpgcPhQHl5OYqKipCSkgKdToeWlhZp7V0w2cjlcqGnpwcXL17E0NAQVCoVkpKSQrKXV6fTISIiAmfPnp0xYyqVSjidTnR3d2Pjxo3QaDRzvicRERERERERhQ8WoBMRERERERERUchN3vgfGRmJdevWYdOmTfD5fJiYmJCK0OdyyKdKpYLX60VLSwsuXLgAq9UKlUqFmJgYv0UtwSw8Fq9rNBq0tLTAarUGXEAjfjYajaioqLin8RIREREtpXAqQRefvXnzJvr7%2B6XDEAKN2e12w2q1IjU1FcnJyVAoFGFTfg4AXV1d%2BOSTTwKO3%2Bv1wmg04tFHH0VERERI7xtIMCXoarUabrcbBoMBP/nJT5Cenr7g4yIiIqLlS56fPv74Y/zhD3/w2xA3n/JzQWQVl8uFrq4uNDQ0YM2aNTCZTMumBF2ejfv6%2BvDyyy/j448/BjA1q4r3JScn48iRI8jNzV38ARMRERGF0EoqQfd6vTCZTHA4HKitrfV7XqxWq2ccl/j9%2BPg42tvb0d3djbKyMh6CSkRERCuayWRCamoqNBoNbt%2B%2BHXQJulKphN1uR2NjI7Zt2zZr1look%2B%2BXkJCAwsJC7NixAyUlJUhPT0dCQgKAu%2BsFgbs5Njo6GjExMUhLS8POnTuxbds2fOUrX8HmzZuRmpoKnU4nvZd5kIiIiJaavMTn5MmTcDqdiI%2BPv%2Bf1f4FK0Jubm5ddCbqYlzx//jzGxsagUCigVquxfft2ZGdnw2q1wuFwAJiaF%2BXPfh966CE8/vjjizp2IiIiooUiMltMTAyqq6sxOjoqvSaynM/nQ0FBAZ555hls2LBhxv0RYh/IiRMncPLkSdjt9invEdkqJiYG3/72t7FmzZp7HrdCoYBGo4HH48GFCxeCKj8Phpjj1Gq1eOyxx7B161YAwe1TJiIiIloOFAoFtFotGhoa0NzcPOV1sT9XrVbjscceQ0VFBaKjo2e8HgBcvnwZr732GgYGBgDAL5/J59Yee%2BwxPProo/c0NyjuoVAoUF1djeHh4aCeTcvHIX9voN8plUps2rQJBw4cgFarZf4jIiKieRMl6AMDA1LuOnTo0IKXnwvyZ7yJiYmIioq6pxJ0ABgbG8P4%2BDjS0tIQExOzYGMNhCXoREREtFJFRETAYrHg1KlTUiacPE/l8/nQ2tqK6Oho5OTkICkpCatWrUJ%2Bfj5u3brlt393prV78us1NTWhrq4Ozc3NWL16NbRa7byzUVJSEnw%2Bn5TTAl1PjGNiYgLJyclITU1lLiMiIiIiIiJaAViATkREREREREREC0osLlGr1dDr9Vi/fj0KCgqQnZ2NO3fuALhbciQWxwRbxCl/X2trK27evIlr164hNTUVarUaOp3unha26PV6uFwuVFZWBhyH%2BLmtrQ3p6elIS0sL%2BtpERERESy1cStAVCgV0Oh08Hg%2BuXLky43WUSiUcDgeamppQXFyMyMhI/PrXv8ZHH30kvb5U5ecA0N7ejjNnzkz5vfg%2B0dHR2L17N9Rq9aIsuJ6pBF1efv7Tn/6UWZaIiIhmJM9Px44dw69//Ws4nU4Anx98MJO5Zp/%2B/n7cunUL69atg9lsDvsSdPF38ng8aGhowOuvvy7lw8lZVcx96nQ6fO1rX8OGDRuWathEREREIbVSStDF/bq6uvzmLTUaDdavXw%2BbzYaJiYlpD/pSKBRQKpWYmJjAnTt3kJiYiMzMzEX9DkRERESLzWAwIDU1FVqtFrW1tUEdjCre09/fD7vdjuLiYqjV6rA4xMrr9UKj0SAmJgb5%2BfkoLS3Frl27sG/fPuzZswf79u3DoUOHsH//fmzduhVr165FdnY2NBoNVCqV3/iX%2BrsQERERiXzl9Xpx6tQpvPXWW3jvvfdQVFSEhISEeZegx8fHL7sSdLF28cyZMxgaGoLP54PX68WqVavw2GOPQalUoqenBzabTXo/4P/s99ChQ3j66acBIOyfZxMREREFQ7739%2BbNm%2Bjq6oJarZayjs/nw/r16/F3f/d3SE9Ph0qlmvZaIvvV1tbivffeQ0dHh989gM%2BzlcViwTPPPIPS0tI5ZSpxL5PJhMrKSjgcjhn3BAdDnvueeOIJHDx4EMDCl1ERERERLSaR85RKJa5evQq32y093xX7c1UqFb7xjW9g165diI2NnfWara2tePfdd1FfXz8lk8kz1sGDB/HII48gIiJiTmM3Go1wOBy4ceNGUOXnwRDPt4uLi/Hcc8/BYDAw/xEREVHI/H/s3XdwlPedP/D3Vq20qy5UUUUCFUQXCAOWKAbbGOIWbFKcc%2BZ8uVxyc%2BebzN0fSWZ8ySWTu1xyvvGNk1wujis4bhEQsDG9ChBGBSEJoS5UV9Jq1bbv/v7w7/vw7KqgskjCfr9mPEja3ef5Put/PvMtn7cIQW9paUFOTg6ef/55ALM33yRf442OjkZoaOikQ9BFTWc0GmGxWJCSkgKDwXDPx%2Bw7humEoIvnHisEnWu8RERENB9ERUVBrVZL81zy%2BkTUOmJvW0pKCkJCQqDRaJCQkIA1a9bA6XRiZGQEQ0ND0t68ifbvibpveHgYzc3N%2BOyzz%2BB0OqHX6xESEuL13snWSuK9er0ezc3N6Ovrm/CzFosFSqUS69at86pTiYiIiIiIiOj%2BxAB0IiIiIiIiIiKaNWIDcGhoKNLS0rBq1SokJyejv78fvb290vvu1ghVTrzXZrPBaDTi8uXLaGlpgUql8gp2nGjzsdgAk5qaitbWVqm5wnj3CggIQG5uLpRKJTfOEBER0X1jPoSgi8/ExsZK95/ovUqlEkNDQ6iqqkJ9fT1OnToFYG7Dz0Vdee7cOVRVVY2qXcXvq1evxsaNG2e1XhwrBJ3h50RERDQV8vrp4MGDeOuttwCMPV8nDsKNN5cn/j7ZuT6FQoH%2B/v77IgRdfE92ux2nTp3CoUOHUF5eDmDsWlX8/jd/8zfYsGEDgKkdACQiIiKaz74oIejA57XcxYsXpblGjUaDzZs3IzIyEu3t7eOGoPuGIO3atWvWx05EREQ0FwIDA5GQkACNRjOlEHQA0lpmWlqa9Jm5nC/zvbeo7xQKBdRqNbRarRTwJJ5zvM8SERERzSV5%2BPmZM2dw9OhR3L59GwBw9epVZGZmIioq6ksZgu52u3Hu3Dn09vZKNahKpUJBQQHi4%2BMRHBwMo9EIs9kM4PNQAjFX6Bt%2BzhAkIiIi%2BqLweDzQaDSIj4/H%2BfPnYbfbpdpvw4YN%2BMEPfoDAwMAJryGvj/bt2yftpRPXkf8cFBSEr3zlK8jPz592%2BKWoPQMDA3Ht2jV0dnZKr4l5PFHHTabmlY/ziSeewNNPPz3quYiIiIi%2BCERtZDAYcOXKFZjNZqneEWeP//mf/xnr16%2BHRqOZ8FoejwcOhwPHjx/HmTNn4HK5vOoq%2BZ66goICPP744wgNDZ3WuMUco81mw4ULF6T5xrHOuEyWOOeRlpaGH/zgB9L5FdZ/RERE5E9qtRr5%2BfnIy8sDMLX5prHCMKe6T20mIejitdu3b8NqtSI7OxtarXZK95%2Bp6YSgi8%2BJHjl9fX3Q6/VISEjgPj8iIiKaN7Ra7bjB4eL3zs5OxMfHIyMjAx6PBx6PB8HBwViyZAnS09PR39/vtU46Xm0nX69VKpUYGBhAbW0tPvvsM0RERCAiIgIajWZK53rFe8LCwtDd3Y2amppx61wxrtbWVoSHhyMtLY11GREREREREdF9jgHoREREREREREQ0a3w3mgQHByM5ORlbtmxBSEgI9Ho9WlpavA613W2zsW/YpN1uR3t7Oy5duoTu7m4MDw8jNTV1wk0u8teGh4dRUVEx6tpyvb29yM/PR2ho6Jw3XiUiIiKairkOQRfv1Wg06OvrQ2Vl5YQH9ESDUbPZjObmZgBzG34uf4aioiJ0dXWNWzPm5eUhJyfH7/e/G3kIemdnJ3p6emAwGPCTn/yE4edEREQ0Id/w83feeQfA6PpL1ENi7i4gIAA6nQ6LFy9GUlIS4uLipEYGVqt1SnN98hD03NzcWQ9Bt9vtUoiRvNm%2Bb%2BN9hUIBk8mE//u//8P58%2BelwIC71aqbN28GwPBzIiIi%2BuLxVwi6QqGY0xB0hUKBU6dOwWKxAACcTicKCgqwdetWOBwOtLe3w2azedW2vuHn8hAk1nxERET0ZRAYGIiFCxdCq9Wiurr6ro1RRY1ksVhgNpuh1%2BuxcOHCeRGCLiea5vv%2BDIBN74mIiGjeGiv8vLGxEcDnzfVtNhuuX7%2BOJUuWIDIy0i8h6M3NzVMOQW9sbJz1EHQxX3f%2B/HkYjUav1woKCqDX6xEfH4%2BoqCj09PSgt7d33Hk/1oNERET0RSJqvODgYAwODqKhoQEGgwE7duzACy%2B8AODua5/itY8%2B%2BgiffPIJgLH3C6pUKqxduxY7duxARETEjMYt6sjW1lbcvHkTarUabrcbDz/8MDZs2IDW1lZYLJYJ5yt9n%2BmJJ57As88%2BKz0z6z4iIiL6InK73dDpdIiOjkZJSQmcTieUSiXi4uLwL//yL8jKyrrrvKGolaqrq/Haa6/B4XCMqrnEz8uXL8euXbuQmJg47TGLsURERODSpUsYGBiQrp%2Bamgq73Q6HwwFgcudWxJ6/uLg4/PjHP0ZISAjrPyIiIrpnRI0h5qkmQ16bmEwmBAYGeq3VTsV0Q9DlrzU1NcFqtSI3N3fWa6bphqCLsff09KCpqQlLly5FSEjILI2aiIiIaGLh4eHW%2BV%2BHAAAgAElEQVTo7e1FdXX1qLMKwJ1apqKiAsuWLUNUVJT0mlarxYIFC7Bp0yYolUo4HA709vbe9RwHcGcfn9PpxNDQEIqLi9HX1we73Y6kpKQp1ZriWkuXLkVlZSWMRuOYn5ePy%2BFwYPHixTAYDJO%2BDxERERERERHNPwxAJyIiIiIiIiKiOSU2F6enp2PdunVITEyUgo5sNpv0vqmEoYv3Njc3o7y8HDdu3EB4eDg0Gg0CAwO93u%2B7SSYpKQllZWXo7e0d855KpRI2mw1DQ0NYsWIF1Gr1TL8CIiIiolk11yHo4v2ZmZm4ceMGjEbjhLWe79/lv892%2BLkYe2VlJY4ePQq73T7ms8fGxuL555/3qj1nkwhBj4iIgMlkwj/%2B4z/OqEEEERERffHJ66cjR47grbfeAvB5vSUP9JbXbVqtFllZWXjuueewe/du7Ny5Exs2bMCGDRvw0EMPYfny5YiIiEBPTw9sNpvUcHSyIeg1NTWzEoIuarxz587hL3/5C4aHh5GYmOg17yevLauqqnD69Gm89tprqK2tlcIxRSMI%2BWfEd/fCCy9g69atANgYlYiIiL64/BGCXlVVNach6C6XC2fPnsXQ0JBUu%2Bp0OmzYsAExMTEICAjA7du3YbVaoVQqJww/Z81HREREXyY6nW5aIej9/f0YGBhAeHg4oqOjWUMRERERzYCYkxor/FwEjSsUCoyMjKCmpgaLFy9GRETEjEPQo6KiphyC3t7ePush6AqFAkNDQzhw4ABGRkakv%2Bv1emzbtg1arRYqlQrR0dFITExEV1cXjEYj5/2IiIjoS0GhUECpVEKr1cJms2Hjxo146qmnAEy%2BBqqsrMS7774Li8XitY4K3Nl3GB4ejr179yIlJWXGYxZjMpvNuHLlCoDPa06LxYK/%2B7u/w4IFC%2BDxeNDe3u71DOJfEZiuVCoRGRmJJ554YsrPTERERHQ/EvN3AQEB6OrqQl9fH7KysvDd734XycnJk6qFFAoFurq68Ktf/QqDg4Ojzp2Ie0RFReHhhx/G6tWrZzxut9sNl8uFS5cuSb1gVCoV/uqv/gqrVq3C7du3MTQ0BLfbLe1HlJOvX3s8HqSnp%2BPHP/4xQkNDWf8RERHRrJjsmqy8Njl48CCOHj2K6OhoREZGzmkIen19PSwWC5YuXXpfhKDLz/sWFhZi48aNszVcIiIiogmJuiYnJwc1NTXo7u4e9R5x5tbtdqO3txfZ2dnQ6/VSHSiukZ2djbS0NCxYsABVVVXSHN1k%2BrqIObSWlhaUl5ejra0NiYmJ0Gq10lrqRHWnvEYLDg5GdXW11HtlPH19fVi0aBGSkpJm/ewwEREREREREfkPA9CJiIiIiIiIiGhO%2BW46WbhwIZYtW4a1a9eiv78fAKRmWMDkg9Dl1%2B3q6kJFRQWuX7%2BOsLAwhIWFQaPRjGqaLw6zhYWFoaKiwiuAXX5tMe41a9ZAr9dz8wwRERHdd%2BYyBF1egyUkJODGjRsYGhqacj2lVqtnNfwcuFO7nj17FqWlpaNeF7XqwoULUVBQAK1We0/GMRlKpRLR0dF44IEHEBkZOWfjICIiovlPNCEAgFOnTuGPf/yj9DffJqTi96VLl2L79u349re/jfj4eK%2BQcqfTCaVSidDQUGRlZSEjIwNhYWFobGyEw%2BGQDrtNZDZD0BUKBRoaGvBf//VfaGxsRGlpKa5evYrr16%2Bjq6sL9fX1qKurw4kTJ3D8%2BHG8%2B%2B67qKmpwfDw8LhzlfLmCN/5zncYfk5ERERfGvdzCLrH44HdbsepU6e81qf1ej0efPBBGAwGxMfHIzQ0FM3NzV4hSQxBIiIiIpp6CLp4raenBwMDA4iKikJUVBT34RERERFNk5hLO336NI4dOyaFn8vXLoXBwUHU19cjPT0d4eHhX5oQ9OHhYXz66aew2%2B0APq9JlUolNm3aBL1eL81TRkZGIj09HampqfjKV74CgPN%2BRERE9OWwYMECpKWlYcWKFQAmVwOJ9dyTJ0%2BivLwcHo/Hq/6U16PPPfcc1q5d69cxd3Z2ori4WKrlnE4nHnzwQaSnpyM9PR1paWloaWmBy%2BWCw%2BGQxiLOEm/duhU7d%2B5EYWHhpJ%2BZiIiI6IsgMDAQwcHBCAsLw5NPPom4uDivsyUTsdvtOHz4MCoqKqR5SUHM/3k8HmzcuBFPPvkkgNE9YKZDrVajsbER9fX10pyi0%2BnEM888g5iYGOj1ejQ0NEjjUSgU0vOIOjAqKgqrV6/G97//fYSEhLD%2BIyIionlFXpscOHAA%2B/btQ0dHB5xOJ8LDw%2Bc8BL2uru6%2BCEGXn4X2PevB/YlEREQ01%2BR1jUajwc2bN6Xzt3KizrFYLIiNjUVKSor0OXltFxYWhszMTGRnZ8PpdGJwcBAWi0Wq4e62lw8AXC4XWlpaUF1dDaPRiISEBOj1%2BjHf6/ssABAUFISGhgZ0dHRI54R9ifm82tparFu3DgaDYepfHhERERERERHNCwxAJyIiIiIiIiKiSZNvPPHHAbPxrq9WqxEWFobVq1cjJycHGo0GPT09sNlsXhuipxKyabVa0dvbiwsXLqCzsxPDw8NIS0vzeh6xqVqj0aCqqgq9vb3jbqAxm81Qq9VYtmwZNzUTERHRfWmuQ9CBz5sk2O12NDU1weFwTHnsAPDCCy/MaqDkjRs38Lvf/W7UIT6xKVylUuH5559HcnLyPR3HZCiVSqjV6rkeBhEREc1zoja7evUq9u3bh%2BHh4VFN8OUH/gsLC/HUU09hzZo10t/FITnxXuBOM4CIiAikp6dj8eLFKC0thdVqnTD4SD6u2QhB7%2B3txfvvv4%2BWlhbp2v39/Whra0NlZSXKy8tRXl6OpqYmdHV1eX1nvs8gH5ter8d3vvMdNkYlIiKi%2B4I/137v1xB0UX8ePnzYa64yMjISBQUFUCqV0Ol0iIuLQ2xsLG7duoWRkRHs3r2b4edERERE/99UQtDlr3V1daG/vx%2BRkZFSCPq92J9IRERE9EVXVVWF/fv3o7W1FcDY4edCf38/GhsbsWjRojkNQW9qapq1EPTjx4%2BjpKTEa71Xq9Vix44dCAwMlP6uUCgQEhKC1NRUAJz3IyIioi8HUaeJRvaTDb9UKBS4ffs2fve738HhcIyaDxQ11rp16/Dkk09CrVb7de5vZGQEp06dgkqlkkLOU1NTkZSUhKCgICQlJSE/Px9Lly5FaGgokpOTkZiYiA0bNmDv3r3YvHkz4uPjAbDuIyIioi8PefBlRkYGQkJCJlWjiX18ZrMZH3zwAUwm07hrwYsWLcKLL74onTmZaZ0lxlZaWor6%2BnrpvgEBAdi2bRtiY2ORnZ2NnJwcmM1mKBQKDA0NSXWtRqNBfn4%2Bdu7ciUcffRR6vZ71HxEREc0r8tqkqKgI%2B/fvl167ffs2rFYrIiIiGIJ%2BlxD0icLPWfsRERHRfCHquJCQEFRVVcFoNI7Z91ihUMBms6G3txcbN26ERqMZ1d9FWLBgAZYsWYLs7Gy0trbCZDJJr92tv4t43Ww249atWyguLkZYWBgCAgJgMBjuesZXp9MhJiYGp0%2Bfluou3/uJmtJut0On0yEjIwMqlWpK3xsRERERERERzQ8MQCciIiIiIiIionGJTSbyJlOC7%2BYTfzQdkDeM8ng8UhD6ihUrsHjxYiQmJqKxsRFOp9NrQ/Fk7ys29dy%2BfRvXrl1Da2srDAYDgoODodVqpefV6/UIDg7GxYsXx9yYLX4fHh5GVlYWQkNDZ/TcRERERHNlLkPQAUCj0SAiIgINDQ0wGo2TCsKUe/7557F9%2B3a4XC4AuOcHzrq7u3HgwAG0tbV5hbADd2rSvLw8bNmyBYGBgfd0LERERET%2B1NDQgD//%2Bc9obm4e9Zr8wP/OnTvx9NNPIzY2VprDG68Gk9eFarUaMTExyMvLQ3l5OQYHBydVN97LEHSPxwOPx4PLly/j1KlTsFqt0t/EveWh7vJad6yaVbxHpVIhISEBzz//PNavXw%2BAzRGIiIhofhlrDs/fa7/3Wwi6eF6j0YjTp0/D5XJJNZ9Wq8WmTZug0WigUCig0WgQFxeHxMREJCYmYs%2BePQBY8xEREREJMw1Bj4qKQmRk5Kg5OSIiIiK6O6vVisrKSvT29gK4%2BzmL/v5%2BNDc3Iy0tbc5C0Nva2mYtBP3kyZNoamryGpdOp8OOHTug0%2BnG/RxrUiIiIprPRG0l3/c23fCjiX4fi9vthtvtRlFREWpqaqBSqbzOWMivU1hYiJycnElf%2B27EMzY3N%2BPChQtSfenxeJCbm4tFixZJ30lgYCCio6OxbNkyrFq1Cnl5ecjMzER4eLjXeFj3ERER0ZeFvO4RIUOTPd8BAH/6059w9erVMT%2BnVCqh1Wrx1FNPYdGiRX7fV1dRUYG6ujrp3larFWvWrEFISAiUSiViYmKwevVqFBQUYPHixVi7di0eeughbNu2DY888ggWLlwItVrN/X5EREQ0r4wXfq5SqaSzFG1tbQxBx8Qh6PL5SYafExER0Xzn8Xig0%2BmQmJiIc%2BfOwel0jqrFFAoFlEolTCYThoeHsWrVqgnrP51Oh%2BjoaDz44IPQaDTweDwwGo1ea8njjUXeW8VisaC0tBS3b9%2BGy%2BVCSkqKV6%2BVsc4jR0ZGQqvV4vr16%2BPWqaKfi8ViQX5%2BPnQ63T09N0xERERERERE9wYD0ImIiIiIiIiIaBSxYURs3K2vr0dDQwMqKipw7do1VFVVSY2pBgcHERkZKb3XX01HxTXEhpSoqCjpgFl4eDgsFovUmAu4E24%2BmecS125ra0NNTQ1qa2uRmpqKkJAQ6b0LFixAf38/mpqaRl1X/D4wMIDFixcjOTmZzVaJiIjovuWvEPTU1NRphaAbDAbExcWhpKQENptNah4w2bGvWbMGWq32ntdjdrsdxcXFOHnyJOx2u9dr8o3ju3fvRlZW1j0bBxEREZG/DQ8P49ixYyguLh51OEwefr5r1y7s3bsXQUFB0utTqb/cbjdCQkKwatUqVFdXo7%2B/f85C0MVcpslkwh/%2B8AcYjcYJr3e3eUfxPel0OqxcuRJ79uzBihUrpM%2ByOQIRERHNNXn9pFAoMDIygqGhIVRWVqKxsRENDQ1ob2%2BHyWRCWFgYHA4HNBqN9PnpNsa6X0LQxTU/%2BeQTqcGCEBwcjO3bt3t9H0qlErGxscjMzATAhlhEREQ0v4kaajI1nXzf4EzqrpmGoEdGRiIqKooh6ERERERTFBwcjICAAHR3d6O/vx/A3dd0TSYTWlpakJaWNq39f/4KQW9sbLynIeilpaV4%2B%2B23pTGL5rDx8fHYsWOHFPRERERENJ%2BNVV/Z7XYoFApYLBZ4PB6o1WoA3nXgvVxnVSgU%2BOCDD9DX1zfuPrvY2Fj87d/%2BrTQ2f90bAMrLy1FWVuYVBB8bG4sVK1Z47d3z/e58zxoTERERzXcT1XSzuaba19eHgwcPwmQySfWXIH4PCAjA3r17YTAY/DYu8YxlZWWoq6uT7uXxeLBp0yZERERI99JoNNDpdEhISEBiYiKio6MRERHhdR3WgURERDRfTBR%2B7nK5pDkuEYJusVgQGRnJEHSfEPSamhq4XC4ADD8nIiKi%2B4OoaURv5Vu3bk3Yd89isSAuLg6xsbETXtftdkOtVmPJkiXIyclBYGAg6uvrpbm0u/VtFjWfy%2BVCV1cXrl69CpPJBL1ej7CwMKhUqlFzleLngIAAtLe3j9u/RczL9ff3Y2RkBGvWrOE8HREREREREdF9iAHoREREREREREQEwPvAm91uR1tbGz788EMcOnQIH3zwAc6fP4%2BysjJUV1ejqqoK5eXluHDhAk6dOoWamhrU1dUhLi4OAQEBUvMnfxyU8220EBwcjCVLlqCgoAABAQEICAiQNk4DGHfztC/xvuHhYbS3t%2BPcuXNwOp1QKpWIioqCSqWCzWZDaWmpV7i77%2BdbW1uxevVqGAyGGT0nERER0VzyRwj67du3p9UE1ePxICoqCqmpqTh37hzcbvddN0kDn9djHR0dqKysRH5%2BPgICAiZ1v%2BmqqKjAO%2B%2B8g4GBAa/aUN6kobCwEF/96lel5%2BLmaiIiIprPxHxgdXU19u3bB7vd7lXnyMPPH3roITz99NPQ6XTTvp%2BoOYODg7F8%2BfI5DUEXn3v55ZdRW1s76TnFsa4hvqfQ0FDs2rUL27dvx6JFiwCwJiQiIqK559uss7a2FuXl5fj973%2BPo0eP4vjx47hy5QquXr2Ky5cv49y5c7h8%2BTLKyspgMBigUqmg1%2BunHYJ5P4WgA8DRo0fR1tbmdf3w8HBs2bJlwmb8rPmIiIhoPhJ1k6hVBgcHcfv2bTQ0NKCkpAS3bt1CQ0MD6uvrYbPZ4HK5oNPpoFKppM/MpPZiCDoRERHR7BI1VXx8PJxOJzo6OjA8PAxg4vkrj8cDk8mE1tbWOQ1Bb29v9wpB9%2Bc8oNFoRFFREdra2qQGrOL%2B6enp2LRpk1/uQ0RERHSvKRQKOBwO2Gw2nDp1CpcvX0ZRURE%2B/fRTHDt2DOfPn8eVK1dw69YtKJVKOJ1OhISESHXVvZhnKykpweHDh8ec%2BxP3SkhIwKZNm6BUKv0egFlaWoqqqiqv%2B0dHRyM/P99rDL735XwjERERzXe%2B82Mulwt2ux3t7e3o7OxEX18fTCYTtFotPB6P1/62e7nHrrKyEocPHx7zNVGTbd26FRs3bvTrODweD1wuFz7%2B%2BGN0dXVJ91MqlcjLy7tr8JPAOpCIiIjmG1GfjBV%2BLviGoFutVkRERDAEXRaCrlQqUVlZyfBzIiIiuq%2BIvXNKpRLl5eWwWq3j1mFDQ0MIDAzEqlWrAIy/9ivqPKVSCb1ej6VLlyI1NRVarRbt7e1wOBzjrqEK4tpiLI2NjWhoaEBHRweWLFkCrVY75ufCwsKkHs7A2L2hxd/MZjMSEhIQFxc3%2BS%2BMiIiIiIiIiOYFBqATEREREREREX3J%2BTa9v3LlCj7%2B%2BGO8/fbbuHnzJoxGo/Qe%2BaE38bPH40F3dzcaGhpQXFwsHZKLjo72%2B%2BEveWNVlUqFzMxMrFmzBklJSRgZGYHVaoXVavUKHxovuEj%2Bd5VKBbvdjtraWpSVlcHpdCIlJQVpaWno6upCU1PTqOuI78Tj8SAlJQWJiYn39CAgERER0b3mjxD06TRBFTVVbGwsoqOjUVJS4hVwNNE9lUolent78dlnnyEnJwchISFTeubJunXrFn7zm9%2Bgt7fXKwhUHn6enZ2NZ555BqGhoTwIR0RERPcFhUKBvr4%2B/PKXv8TAwMC4dc66devw1a9%2BFeHh4X65p9vthsFgwKpVq3Dz5k309fVN%2BrP%2BDEE/dOgQPv30U6jV6ilfx3feMSkpCX//93%2BPvLw8REREeI2ZiIiIaK6IOSoxd3f48GG88cYbKCkpgclkgtVqlebYxFycUqnEwMAAuru7cenSJTQ2NmJkZAQZGRnTbop/v4Sgl5SU4P3335fGJK6/aNEiFBYW%2BvVeRERERLNBoVBgaGgIlZWVOHDgAIqKilBUVITLly%2BjvLwcFRUVKCsrQ1lZGYqLi3H8%2BHFUVVWho6MDOp0OQUFB0Gg00vWm0ySVIehEREREs0es8apUKqSkpGBkZARtbW2w2Wx3/ex8DEH31zyg0%2BnE5cuXcerUKdjtdqkWFevEBQUFyMzM5FkQIiIimpfkddTw8DAaGhrw9ttv4/Dhwzh16hRu3ryJnp4e9Pf3Y3BwECaTCV1dXaivr8fFixdRUlKCnp4ehIWFISgoaFp75e6mrKwM5eXlY875ifts3LgRK1eu9Ot9PR4PHA4H9u/fD5PJ5PVaWloa8vLyWN8RERHRfcm3/0tTUxOuX7%2BOt99%2BGwcOHMAnn3yC48eP4/Tp0zh79izOnTuH8%2BfPw2azYWhoCPHx8V59WfxVE4lrffzxx2hoaBjz/K/4ff369dJeQX8R38nhw4fR39/vNa6srCykpaVxTZmIiIjuW9euXcNvf/tbAIBGo4HT6Rz1Ht8QdIvFgsjISIag//86NSsrC1lZWdi2bRsAhp8TERHR/SU6OhpWqxVVVVVj1nWi9qqvr0dCQgISExMnrP185wfj4uKQlZWFpUuXorGxETabTao579azWR5YXldXh5KSEkREREhnTsT7xLjT09NhNBrR3Nw85rOIe1ksFoSGhmL58uXT%2B9KIiIiIiIiIaM4wAJ2IiIiIiIiI6EtM3vS%2Bs7MTBw4cwOuvv47m5mY4HA6vxqEejwdut1vaMCJ%2BloeNW61WNDY2oqSkBDqdDmlpadNuhD8R%2BcZptVqNxMRELF26FCtXroTRaITT6YTFYhl1uG88YmONy%2BWCxWJBZWUl6uvrYbPZkJeXh%2Bbm5jGDmBQKBex2O4aHh1FQUMDDcERERHTfUygUcLlcCAgImPUQdABITk6GwWBAWVnZpEPQVSoVzGYzysrKEBoaipCQEOh0Oun1mdZotbW1eOWVV2A0Gr1CQeWioqLw8MMPIzc3F0qlknUhERER3RecTicOHjyI8vLyceuc5ORk7Ny5ExkZGX67r6jRgoKC0NTUhPr6%2Bkl/1l8h6Ha7HXa7HTdv3sTQ0JD09/EaGojri/pU1KiZmZkoKCjAd77zHcTGxkKtVk9pHERERET3ilgHdjqdOHPmDA4ePIiTJ0/CbrdLr4n6T6wDi58BSK8bjUaUl5ejo6MDwcHBCA8Ph0qlmnINNt9D0Ds7O/Hhhx%2Biq6tLej4hMzMTa9as8ct9iIiIiO4l%2BdrowMAAbt68iVdffRVnz57FzZs3MTg46FXnyNc1PR4PnE4nenp6UF1djbKyMpSWliImJkaay5tuk1SGoBMRERHdO75nPcS8nlqtRnp6Ovr6%2BtDW1gaXyzWpa013/5/grxD0hoYGrF%2B/HiqVatL3Hs/NmzfxxhtvwGw2e9WU4nv6xje%2BgbCwMNaZRERENC%2BJGqWkpARHjhzBvn370NLSArPZDMB7v5v8HK2oCy0WC%2Brq6nDr1i1UVVVh%2BfLl0Gq1fhmbWK89dOgQ2traJmyMn5mZidzcXL/N74l5RJvNhiNHjmB4eBjAne8rMTER69at83vYOxEREdG9Jub4LBYLGhsbsX//fnz00Uc4e/Ysuru7MTw8PKrvy/DwMMxmM65fv44LFy6go6MDKpUK4eHh0Gq1fqvBxDXef/99mEymMWs/URM%2B8cQTWLBggV/rPwBoaGjAoUOHvAKVAODBBx%2B8a%2BgTERER0XwWFhYGo9GI1tZWr56AvhiCPvb4xTxgdHQ0AIafExER0f1F1DJJSUlobGxEd3f3qPfIz9mazWYsWbIEwcHBd722vDbUaDRYsGAB1q5di%2BDgYNhsNvT29nqdKR6v7pP3WxkYGMCNGzfQ1tYGg8EgnTlRKBRwOp1QKpWIiYlBfX09TCbTmOMS97p16xYWL16M2NjYSX1XRERERERERDQ/MACdiIiIiIiIiOhLSt70/uzZszhw4ADOnTsH4E7jg4nCJn3Jm2fZ7XaUlpZiaGgIkZGRCA0NnfYG6fH4XicwMBCRkZF44IEHkJqaCp1Oh%2BbmZmmDstiwM1HTLODOZpju7m5UVFSgqqoKbrcbAwMDY45BqVSit7cXMTExSEpK8suzEREREc0GsfHZt0YStaBGo8GqVavQ0tKCzs7OSV1zpk1QFQoFkpOTERQUhOvXr086BF2pVGJoaAg1NTUwm80ICQlBRESEV8P%2ByYa4i/cNDQ2hrKwM//u//zth%2BLlSqUR%2Bfj4ee%2BwxvzUDIyIiIrqXRM1js9nwwQcfeB1KE8QcWUFBAR566CG/zenJGwfs27cPR44cmfI1/BGCrlKpEBsbi40bN0KtVkOr1aKrqwvA6HlC%2Bc/i9%2BzsbGzZsgXPPfcccnNzERAQwGapRERENG%2B4XC6oVCo4HA689dZbOHHiBBoaGgCMrmvG41sHtba2orW1FSMjI0hOToZWq50XIej%2BWH%2B22%2B0oLi7G2bNn4XA4pGdXqVRQKBR49NFHkZyczLBNIiIimtfk824VFRU4cuQI3nvvPRiNRtjtdq/3inpHXhf61n82mw1GoxElJSVobm5GQEAAEhISprz%2BKjAEnYiIiMi/xDybqIvE3JtSqYRCoYDL5YJWq8XSpUvR09ODtra2Mfe%2B%2BZpPIeh1dXXIzc2FTqeb9L19NTQ04JVXXkFPT4/X/j9RV65btw7bt2%2BXxk1EREQ0H8jPeXR3d6OoqAivv/46Wltb4XQ6vc5XjLfuK5/vA4D%2B/n5YrVasWbMGISEhfhmnqEGPHDmCvr6%2BCdeg09LSsGLFCr%2BfLf7kk09QXFzsFfzu8XiQlZWFlStXci6RiIiI7jtibuztt9/Gp59%2Bihs3bkj768ba%2B%2Bdb9wFAa2srKioqUFNTg/z8fKjVar%2BNb2RkBAcPHoTdbh%2Bz/hO11yOPPIKwsDC/1n8KhQKlpaW4cuXKqHtv2rQJ8fHxfrkXERER0VzQaDRYvnw5ent70dLSMqn9dQxB9x7/RL8TERERzWeidtFoNBgcHER1dTWA0WvB4vehoSEkJiYiNTV1ymd83W43AgMDkZaWhvXr18Nms6Gvrw8Wi2VKvf6sViva2tpw7tw5aLVahISEIDg4WKoDg4KCMDAwgFu3bo37LOJeAwMDyM7ORlBQ0KSfg4iIiIiIiIjmFgPQiYiIiIiIiIi%2BhERzK4fDgXfeeQfHjx9HU1MTAIwb7DgVYjNJfX09zGYzgoODERMT4/cQdF9utxtqtRoxMTFYtWoV0tPTERMTg6amJq9GruNtqAa8m7OKDTFjhZ8LokFYYGAg1qxZw83PRERENO/JG4UCgMPhgNFoRE9PDxoaGtDa2gqz2Yz%2B/n7o9Xps2LABdXV1MJlMs9IEVaVSYeHChQgKCkJlZeWUN0a3tLTgs88%2Bg06nQ0REBHQ6ndRcCxj7sJpvQ9jGxkacOnUKH330Efr6%2BsaskUVNuXz5cvz1X/81goKCGHpJREREUzYX9YO4X1FREc6fP%2B/1N8Hj8SAlJQXf//73oVar/TKnJ0jNnqMAACAASURBVA9hevfdd1FUVAQAd631xnuGmYagu91u6HQ6ZGdno6CgQDrkZ7FYEBQUBJVKBZVKBa1Wi5iYGKSkpGD9%2BvXYu3cvHn74YSxfvhxarVaqC2e7KQMRERHRWET4ud1ux69//WtcuHABIyMjAO40pZoKeUMqk8mElpYWtLe3Izs7GwEBAXMWgu7xeJCTk%2BOXWrq6uhpvvfUWBgYGvAI13W43tFot9uzZg%2BDgYM77ERER0bwln5s6ceIE9u/fj6qqKjgcjgn3yY13Lfk17XY7Ojs7UVxcDKvVCoPBgIiICK%2B6brIYgk5EREQ0M/L6S6FQoK%2BvD9evX8eJEydw4sQJFBUV4fjx4zh58iSKi4tRX1%2BP/v5%2B5Obmoq2tDQMDA/dVCHpnZyfq6uqQkJCA4OBgaX5wMuNwu92orq7GK6%2B8gu7u7lHh5%2BLnnTt3Ii0tjbUlERERzRtij53L5cKVK1dw4MABnDlzRnpdfi5isjweD0JDQ/G1r33Nb2us8vGcPn0aJpNp3NcBIDExEWvWrPH7vN6xY8fQ0tLidR4YALZs2cI6j4iIiO4L8vqot7cXly5dwssvv4z6%2BnoMDQ0BGDv4fKzrAHfOZtjtduTn5yM3N9ev5xyMRiOKioom7NUCALm5uVi4cKHf7uvxeDA0NIT33nsPRqPR6wyHx%2BPBAw88gISEBL/dj4iIiMiXvG67V2eC1Wo1li1bNq0QdKvVioiIiC91CDoRERHR/U6hUCApKQmlpaVSzzvf%2Bkv0kG5ubsbGjRuh0%2BmmVPuJ9ymVSmg0GqxcuRLx8fEIDg5GXV2ddL%2BJrifeI8Z3/fp1tLe3Y3h4GBkZGQDu9BC8du0a%2Bvv7x3wW8bvFYkFGRgbi4uLYv4%2BIiIiIiIjoPsEAdCIiIiIiIiKiLxl50/v//u//xsWLF70Ov800/Bzw3pTc1taG/v5%2BBAUFIT4%2B/p6GoPtuEo%2BNjUV2djbWrVsHtVoNl8sFk8k0atPMdMm/r%2BzsbKxcuXLmD0FERER0D4k6bGRkBLdv38aBAwdw%2BPBhvPfeezh58iTOnj2L4uJinD17FidPnsSxY8fQ2toKjUaDvr4%2BOByOSd9nJk1QtVotUlJSEBISgvLy8kmHoIuGXlarFdeuXUNzczPa29uRlJQEpVIJtVrt9Rnf4HOj0YjLly/jjTfeQEVFBYaHh8eskVUqFdxuNxYvXowXX3xRCtzkITwiIiKaqukEBc2Ux%2BOBw%2BHA4cOH0dXVNWqOTKVSQalUYvfu3cjMzPRLneMbfv7nP/8ZwMzmI2cagi5/n0KhwMKFC5GZmYmCggI89NBD2LhxIx566CFs374djzzyCAoLC5Gbm4uoqChoNBqveU4eoiMiIqL5QKwD22w2/Nu//Rtu3LjhFYg03XVR%2BbyezWZDS0sL6urqsGrVKuh0OrhcrinVi/4IQa%2Burobdbkd2dvaMatWGhgb8z//8D3p6erxqU1Hjbd68GQUFBQzYJCIionlN1CkfffQR3nzzTQwPD0v1y0z2xvk2ya%2BtrUVHRwdGRkaQkZEBhUIx5VrQnyHoRERERF8WvmuSJSUlOHnyJP7whz/gzJkzqK2tRVtbG8xmM8xmM0wmE4xGI%2Brr63Ht2jXcuHEDPT09sNlsU7rnXIagi8/39PSgvr4eCoUCERERCAoKkuYW5deQ/9zf34%2BrV6/ij3/8oxSGJJ/3E9fftGkTnnnmmVGfJyIiIporYo%2Bdw%2BHAe%2B%2B9h2PHjqG2thbA9M7BitpHp9Nh69at2LRpEwIDA/0%2B7hMnTqC3t3fC9wwMDCAvLw8Gg8Fv971y5QreffddAN6N%2Bj0eD3bs2IHY2Fi/3YuIiIjoXpCfsaipqcGnn36KgwcPwmKxeJ2lnWwdKPblAcADDzyAXbt2ISQkxK9jHhwcxNGjR8etT8Xfly5dikWLFvnlnuJ76urqwqFDh2Cz2bzuHRERgaeffvqe1LpEREREAKQ9cvLeJAxBH3ssDEEnIiIimj632w2NRoOEhASUlpbCarWOqufEGduhoSEMDQ1h2bJlo3rqTeV%2BYm/f8uXLsXjxYrS3t8PhcMBut9%2B1lvM971FRUYGmpiakpaVBpVLBYDAgNTUVly5dkq43VqC71WpFR0cHCgsLpXlR7uUjIiIiIiIimt8YgE5ERERERERE9CUiDz//%2Bc9/joqKCq8GUeMdflMqldLrk91UPFYD0qCgICQkJNzTEHTAuym%2B2%2B1GSEgIcnJysGnTJmn8PT09Xs8%2BVfJGWF/5ylfwzW9%2BEwCbXxEREdH8I69P7HY7mpqa8Oqrr%2BL48eOoqKiA0WiE0%2Bn0qo1EHed0OtHW1obOzs4pNUAV951JE1S1Wo20tDSEh4ejtLR0UiHognhfd3c3ampqUFJSgs8%2B%2BwwOhwN9fX3QaDRwuVzo6%2BtDb28vqqqqUFRUhMOHD%2BPkyZMYGhqCy%2BUas0ZWqVRwuVyIj4/HD3/4Q4SEhDD8nIiIiKbsRz/6EUpLS/HAAw/Megi6QqFAfX099u/fD2B0QyyPxwOPx4M9e/YgIiJixuOabPi5b603mfvONAR9rPsoFAqoVCoEBgYiKCgIgYGBUKlU0rPIwwU4D0hERETzhdvtltaBf/KTn%2BDWrVvTaoI/GQqFAkajERUVFVi3bh0CAwNnNQRdPNfNmzdhNpuxcOFC6PX6KdXVbrcbNTU1eOWVV9Dd3e1Vm8q/t507dyIpKYl1HxEREc1L8rXX/fv348MPPwQwvTCku91HXNNoNOLWrVu4ffs21q5dO601Un%2BFoN/rPYhERERE84FYa3W73WhsbMShQ4fwxhtvoK6uDlarFWq1esy9a/LzHyMjI3A4HFO%2B91yGoIvPKhQKmM1mNDY2oqGhAfHx8YiIiJBel78XAGpra3H06FEcPnwYJpNp1Jq0kJSUhMcffxzR0dHc%2B0dERETzgqhJ7HY7fvvb3%2BLMmTPo7%2B8HMHqfndzdzv0qlUrk5ORg9%2B7diI6O9uuYxT7DM2fOTBiALuq6jIwMJCQkTHlteSydnZ344IMP0NXVBZVKJX0/Ho8H8fHxePbZZ6fd6J%2BIiIhoNsjnpC5evIj33nsP5eXlUhDQePXfZKSnp%2BPRRx9Fenq6v4YrcblcOH78ODwez5hjFLWp3W7H6tWrodVqZ3xPhUIBu92OV199Fa2trdL6sbiXXq/Hww8/7Jd7EREREfkS/fqcTif%2B6Z/%2BCe3t7Vi1atWUzwT7vneizzIEnYiIiOjeGa8%2Bmg/nEsT9AwIC0NXVhZaWljH734nfnU4nUlJSsGDBgmn1q/F9f1xcHHJzcxEdHY2enh5pvRoY/4yK7/fW1taGqqoqWK1WhIeHIzk5GSMjI6ivr4fL5Rrz80qlEn19fQgICMCSJUvm/P8DEREREREREd0dA9CJiIiIiIiIiL4kxGZqm82Gl156acKm9/JDX8CdZgTiZ0Ee9jMW3%2BanZrN51kLQ5WMU/2o0GixduhQ5OTlYtGgROjo64Ha7pYOAE22wlpMfGty1axe%2B/vWvAwCbXxEREdG8I69Pqqur8fHHH%2BPNN99EZ2cnRkZGANyp/eQ10Hibnqdqpk1QlUolFi1ahMTERFy%2BfHnSjRvEPcR/Q0NDMBqNuHbtGi5evIgTJ05IjU6PHTuGy5cvo6WlBYODg9J9x6uT3W434uPj8dJLLyE0NJQ1IBEREU3Zf/zHf6CyshJtbW3o6%2BvDmjVrZi0EXdRJ165dQ1lZ2Zh1j1KpRGRkJPbs2QOVSjWjMU0l/FwcWHvsscfgcDhgMplmLQTd93rTeY2IiIhorsib4f/yl79EdXX1uE1Q5Wui8p%2BnunarVCrR39%2BPq1evYv369XMWgt7Y2Iju7m5otVrExMRIze19Pyt/toGBAVy7dg1/%2BMMfYDQavb4reUOIzZs348knn5z08xARERHNJvm82759%2B3DgwAEA8Ar78Sd5PeVwONDS0oKqqipkZmZCr9dPed7MXyHovvsciYiIiL5IRM3ndDpx9OhR/OUvf0FxcTGAO3Nn8qBHQT7fNdN6aT6EoAOAzWZDZ2cnTp8%2BDaPRiP7%2BfgQEBMBms8Fms6GyshLFxcV4/fXXcevWLVgslnHnSAMDA7F582Zs2LBhxuvhRERERP4gzv3a7Xb8%2Bte/xpUrV6S9dL4N7X3PwI537letVsPtdiMyMhLf/OY3sWjRonsydqVSiZaWFtTV1Y07v6dQKOBwONDX14fNmzdLddp06zCn04kLFy7g3LlzcDgc0j3F/dPT05Gfn89aj4iIiOYt%2BVrvyZMn8eabb6Krq0v6%2B3jB4qK2EbWeQqEYNf8XEhKChx9%2BGBs3bgTg/%2BAmu92Ojz/%2BGHa7fczX5eFLa9euRUhIyIzPybjdbpw/fx4XLlyAzWbzqv8AYMuWLcjLy%2BO6MREREfmdPPz8Jz/5CZqbm1FfXw%2BHw4Hc3NxJnwmW13%2BXLl2CVquFwWBgCDoRERHRLJPXRU1NTWhra4PH44HBYJi13siTERAQgMDAQJw/f16qJceqvQYGBgAAeXl5Mx6/%2BJzBYEBaWho2btyIoaEh2Gw2aZ/f3fo0izlMs9mM%2Bvp6VFRUID09HXFxcaiursbg4OC44fPCypUrERAQMCu9d4iIiIiIiIho%2BhiATkRERERERET0JeB2u6UmCD/96U9RX18/5uE33/DLlJQULFmyBDt27EBhYSFycnKwePFimM1mAJ83krpbU6z5EIIOeG%2Bq1uv1SEpKwooVK7BkyRL09fVhYGAALpdLGu94fMPPv/GNbwBg%2BDkRERHNP/L65OzZs3j//fdRVlYGu90OlUo1ZqOru9V2d9uEPBZ/NEFduHAhsrKyUFVVBavVOq0aUh7k5PF44HQ6peuI70NcU/6M8vuIhlg/%2BtGPEBoaKh1aJCIiIpqsX/ziF7h27RrUajUAoKGhAb29vbMWgi6ufejQIbS2to7bcDQ8PByPPvrorIef79mzB88%2B%2ByyWLVuGmpqaWQ9Bny%2BHEomIiIgmS6xtOp1OvPrqq7h69eqY68Ci2ak8EEmr1cLlckl1qPy9d6uJPB4PVCoVBgYGUFJSggceeGDOQtA7OjrQ3NyMzs5OZGZmQqvVSu8Rnxf/NjQ04Pjx4ygqKoLJZBq3YWxqaiqeeuopREZGslkCERERzTvyebcPP/wQH330EYDR827AndpurHVgea00lXVg8f7u7m7U1NQgNjYW4eHhU143ZQg6ERER0fjkIZi///3vcfr0abS1tQEYXfeNFYIpiJ9FrTSd2mmuQ9AFsa7c1NSEa9euobi4GMeOHcOpU6dw%2BvRp3LhxA3a7Xbqeb10pnn3ZsmX4xje%2BAZ1OxzqSiIiI5pyo%2B2w2G37%2B85%2BjsrJywrMc8vXeuLg4ZGRkYP369cjIyEBGRgYsFgvUajWGh4cBAN/97nexYsWKezJ2Mc7u7m6UlpZOOL%2BoVCrR09MDm80mBR5NtRYT67YNDQ144403MDAw4DWfKGri559/HgsXLmSdR0RERPOSfK33k08%2Bweuvv%2B61V873XOtYNY1vXQhAOh%2B7ZcsWPP3006Pu5c%2BxX716Ff39/eOu7SqVSoyMjMBoNGLDhg3SeKdbn3V1deHAgQNobm6W/ib/rrZu3YqUlBTWf0RERORX8vDzl156CbW1tdBoNHC73bh58%2BakQ9DlNVlRURF%2B//vfo6OjA1lZWdDr9QxBJyIiIpol8nqooaEBf/7zn1FUVISmpiYAQHJysvT6fDhPGhMTA6VSiRs3boxZy4l6q7m5GREREUhLS/PbmN1uN7RaLVavXo2EhAQEBgaivr5eqv0mOnsixuB0OmE2m3HmzBkkJycDgNf83lif6e7uhsFgQGZm5px//0REREREREQ0MQagExERERERERF9wYlN0Ha7Hf/%2B7/%2BOmpqaMTeNiA3MarUacXFxUtjQ5s2bkZ6ejoULF2LRokXIyspCfn4%2BcnJyYDab0dHR4XWNu21KnusQdDm9Xo/4%2BHgUFhYiOjoaer0ejY2N0pjlwaAAw8%2BJiIjo/iJqnwMHDuC1115Df3%2B/VLeImsa3samoy6KiohATEwODwSCF/DgcDq/PTSYISZhpE1SPx4Po6GhkZmZieHgYAwMDsNlsU6rB5M1dfWvW8TZUy%2BvbwMBALF%2B%2BHC%2B%2B%2BCJCQkLgdrsZfk5ERERT8otf/AKlpaWjmm42NTXNagg6AJw%2BfRqdnZ1j3kfUTRs2bEBgYOC0xjKd8PNnnnkGTz31FNxuNwwGg1cI%2BmQCmKYbgt7b24vu7m6EhYXN6lwlERERkT%2BI%2BvHw4cM4c%2BYMHA7HuME%2BYj7voYcewrZt2/C1r30NmzdvxpYtWxAVFQWdTjeptV9BrKcODg7OeQj64OAg6uvrcenSJQwODkKhUEgBRk6nE3V1dbh06RJef/11VFVVwWKxjBt%2BbjAYsGXLFqxduxYqlYq1IREREc0rogYCgCNHjmDfvn0APp9nGysEU8x3aTQaqFQqJCYmIioqCgEBAQgODsbg4KB0XXkg%2BmQolUqYTCbU19dL68parXZKz8MQdCIiIqLR5OHnv/rVr3D58mXYbDYA3sE%2BovYRv0dGRiIpKQnr169HQUEB1q9fj1WrViElJQULFiyQ1l0dDseofYN3c69C0FtaWiYdgi7eI8bscDhgs9mkecSJnkfUy%2Bnp6XjxxRdhMBh4BoSIiIjmnDiPYLfb8a//%2Bq%2B4devWuOd%2B5Wchtm7dikcffRQvvPACNm3ahKVLl2LZsmVYvnw5Nm3ahHXr1qGvrw/bt29HYWEhANyTuTNxzYCAAFy9ehU2m23c2lL8fWBgADqdTgqonOxeSVG7GY1G/Od//ieMRqPXeq/4jjIyMrB161bo9Xr/PSgRERGRn8jnow4ePIg333xzzHrId%2B4uODgYoaGheOSRR7B%2B/Xo8/vjjWLt2LVatWgWNRiOt265evRrf%2B973Rt3LXxQKBVQqFdrb23Hr1q0J5xWVSiV6enqgUCiQmZk55fVc%2Bfeyf/9%2BFBcXS2OQy87Oxre%2B9S2uExMREZHfKZVKOJ1O/PCHP0RDQ4M0FyXqmsmEoPuGn%2B/fvx8A0N/fj7a2NixZsoQh6ERERESzwDf8/MiRI7h69SqsViu6u7tx5coVmEwmqNVqLFiwQNprNldzTmK8gYGBaG5uRl9f36ixyOstp9OJ9PR0BAcH%2B%2BX%2B8vo2JiYGK1euREJCgtT3z%2BFwSH2aJ/qORC%2BZiooKaDQaDAwM3LXPX3t7O9LT0xEVFeWXZyEiIiIiIiKie4MB6EREREREREREX2BiE7TD4cBvfvMbfPbZZ2M2chebbIKCgvDoo49i9%2B7dWLt2LXQ6nXQdsbnE7XYjMDAQCxYswKZNmxAQEICRkRGYTKZJb0qeyxB0X%2BLZkpKSsGbNGqSmpkKv16Ozs1NqFAZ8vhlchDEx/JyIiIjuF%2B%2B99x7ee%2B89AKMbX/kGb6akpGDbtm3Ys2cPdu3ahZ07d2Lz5s3Yvn078vLypPrQ4/HAZDJJ95iNJqiiXoyIiEB6ejpCQkJgNBoxMDAw5Ub8kyWvm%2BPj4/Hggw/iueeeY/NTIiIimhZ5%2BDnw%2BZySfL5sNkPQrVYrjh49CpPJNOE9Nm3ahLCwsClff7rh508%2B%2BSSAOwfiRAh6ZWUlzGazdAhuIiIEvbKyEsuWLUNISMiYNaf8%2B33ttddw8eJFREREICYmhiHoREREdN8QNUt1dTWOHDmCrq6uUe8RNZhOp0N%2Bfj6effZZ7Ny5E6mpqTAYDAgLC0N4eDiysrKwYcMGREdHQ6lUor29XQo4n%2B8h6PKGr4ODg6iursbZs2dRUlKCEydO4Pjx4zh%2B/Dg%2B%2B%2BwzWCwW6T7jBQcsX74ce/fuleZCWRcSERHRfCJqkytXruCNN96QmkeJeTbAex4uJCQEmZmZ%2BPrXv45du3Zh9%2B7d2LZtGwoLC7FlyxZkZmZi8eLF6OzsBADY7fYpNZ9XKpUYGBhAc3MztFotYmJiEBAQMKVnmmkIelRUFCIjIxmCTkRERF8I8hDMn/70p7hx48aY9Y2ofdRqNYKDg/H4449jz549ePzxx7Fs2TKkpaUhOTkZqampyMnJQV5eHvLz85GTkwOLxYKBgQHY7fZJzQEK9yIEPTo6Gh0dHTCbzV6BAXcbh/zfsV6TE/VxfHw8fvSjHyEkJIT7/4iIiGjOiXrEbrfjZz/72YTh5263G1qtFtnZ2di7dy8ef/xxJCcnQ6FQwOl0QqFQSOutWq0WwcHBeOCBB5CRkQHg3oSfA3fmKg0GA65du4bu7u5x6znx3qGhIZjNZgQEBCAxMVF6vruNT%2BwL/NnPfoaOjg7pPDTgPR/62GOPYcWKFf58TCIiIiK/kM9HHTp0CO%2B88w6A0Wdz5b%2BL8PBvf/vb2LlzJ9auXYv09HRERkYiLi4OSUlJWL16NQoKChAUFIS9e/dCo9Hcs7kvUVeKvYITzeV5PB643W4MDg5Cq9VK9etkaj%2BxJgwAb7/9Nj755BMA3t%2BN%2BHnjxo3Izs6WamIiIiIifzpy5AjOnj3r1adFvn9tohD08cLPVSoVHA4HjEYjOjo6GIJOREREdI%2BNFX5eXFwMh8MBpVIp1TqNjY2ora1FQ0MDlixZgsDAwDGvMRvEvcLCwtDd3Y2ampoJa6je3l4kJycjJSXFb31qxDXEsycmJmLJkiVISUlBQ0MDhoeHpfdOpjbt7e0d1QPb970A4HK5EBYWhqysLM73EREREREREc1jDEAnIiIiIiIiIvqCEhs%2BXC4X/vSnP%2BHs2bNwuVyjNoeIBqjBwcH41re%2BhcLCQsTFxUnX8D3sJd9krVAosGTJEixYsAAulwutra33XQi67%2Baa%2BPh4LF%2B%2BHPn5%2BbBarfB4PFJDLQDYvXs3w8%2BJiIho3pJvQH7nnXdQVFQEAF4NngDvJk%2BZmZkoLCzE9773PeTm5mLBggUIDAyEQqGAWq2GQqFAcHAwoqOjsWzZMmzbtg0BAQHQarXSobTJNgiYaQg6AAQFBSElJQWrV69Gd3c3%2Bvr64HQ6peeaTDPWifgGxa9evRo7d%2B7E1q1bodPpWAMSERHRlP385z9HWVmZV/i5MBch6G63G8ePH4fZbB7zdaVSCafTCZ1Oh5ycnCnVPjMNPxd8Q9AvXrwIq9U6qeb7SqUSZrMZly5dQmZmJiIjI6XXnE6ndBBRjPHo0aPo6enB0NAQQkNDpRB0IiIiovlMPqd24MABXL16FYB3ULiYEzQYDHjmmWewbds2pKenA7hTk/qu/aakpGDRokWIiYlBRUXFpEKH7lUIulKpRGtrKywWy6hnG28cwJ35veHhYQwODmJoaEiqPcd7FvFdZWRk4B/%2B4R9gMBg4D0hERETzVlNTEz766CO0t7cD8A55lK8L5%2Bfn47HHHsOzzz6LhIQEhIWFQaVSQaFQQKPRQKPRIC4uDunp6cjLy0NKSgr6%2B/thNBql601m/VWhUGB4eBi3b9%2BGUqlEbGwsdDrdlJ5pJiHoZrOZIehERET0hSAPwfzpT3%2BK2traMWsiUfMFBQWhsLAQTz/9NB588EGEhoYCgDQvJ/bAiXMaBoMBsbGx2LBhA%2BLi4mAwGNDQ0OAVqHQ3/g5Bj42NRUxMDPr6%2BtDX1%2Bc1dn8Q69QJCQl46aWXEBoaynk/IiIimnOiHnE4HHj55Zdx/fr1UfvrgDt1n16vx86dO7Fz504sXboUwJ31YvleON9zssK9nCsTzxIVFYVr167BZrON%2B14xjr6%2BPnR3d8PpdGLRokWjQtB961On04mWlhb84he/QHt7u9feQ1FbAsDatWvxrW99S7oG5wiJiIhovpAHen/yySd48803AUx85nfx4sXYsWMHXnjhBcTExECv10vX8q11NBoNMjMzodFovO7lb%2BKe0dHRuPr/2Lvz4KjP%2B37g7720h3ZXt1YSum8JxI0R4r4CxsYQbA4ndmK3TeqkSZwmM51JmzjT/jrTznTapk2bXkkTUtfBjrFxYkjAGCxsTguBACGBTiShA52rY1d7//5wn6%2B/K61WK6ETv18zHovd7/F896/3PN/n%2BXzKymC1WsfMXOJzq9UKq9UKjUaD1NTUUdkv2LmvvfYafvOb3wDw/23E3wkJCXjppZeg0%2BmY/YiIiGhaKBQKVFdXo7%2B/329f63hN0OWZbGTzczGv5fV60dPTg6amJuTl5cFoNAYdC5ugExEREU3cWM3PRc0ReXYT%2B1GbmppQVlYGt9sNvV6PiIiIMd/DzsTYFy1ahFu3bqGzszPgvUW96erqaqxatQpms3lKxyHPgUajEWlpaVi/fj0cDgdcLhesVmvQ%2BoMTWQeoVqvhcrlgt9uxZcsWZkYiIiIiIiKiOYwN0ImIiIiIiIiIHlFischHH300ZkMjsSjabDbjm9/8JlauXOlXfHS8jWNic5nFYkFycjJ8Pp9UBGs%2BNUEXzyNnNpuxZMkSrFy5EiqVCj09Pdi6dSubnxMREdGcJc8nb7zxhtT8PFCzSfHvbdu2Yd%2B%2BfVizZo30%2BXhZTKlUIi8vD0VFRbBYLLh79y7cbnfQDCg3FUVQVSoVjEYj1q5dC5PJBK1Wi5aWFuneYgNhqNcUx4nfSqlUIiYmBjt27MCLL76I1NRUqNXqaS0AQURERI%2Bm1157DaWlpQBG5zJhppugezwefPTRR%2Bjp6Qm6iUylUmHdunUh50R5Hn3zzTdx9OhRABNvfi6I5zeZTMjNzcXly5fhdDpDbsBpt9tx8eJFhIWFQaPRIDIyUhqfzWbDkSNHpIJYANDe3o7%2B/n4YjUYkJiYGfVYiIiKi2Say2fnz56WCWPKcJH8P/NJLL2HNmjV%2BxQtGFhSQv6cNDw9HdnY2CgoKUFZWBqfTOe54pqMJek5ODtRqNVpbWzE0NDTqGYONZSLfid8qKSkJ3//%2B92E2m/kumIiIiOYkkZPOnz%2BP0tJSeDwev0wnn3fbt28fDhw4gOzs7HHnGX0%2BH8LDw5GSkoLNmzfD6/VieHgYfX19Ib8DVigUsNlsaG1thc/nw4IFMdfBUQAAIABJREFUC2asCXp7ezuboBMREdG8J2%2BC%2Bfd///eorKwcswmmx%2BOByWTCl770JWzatAmpqakA/JtgAv5zgOL/IhcuWLAAy5cvx4IFC9Dc3Izh4eGQm49PdRP0%2BPh4LFiwAG63Gx0dHXC5XA/VBF0%2BDp/Ph9zcXPzFX/wFIiIi4PF4oFKpJnVdIiIioqkg5rXcbjcOHz6MCxcuSJ/LyXPfiy%2B%2BiA0bNiAuLk46NpSGkTNBvg%2BjsbER7e3tfs2gRhI5r6%2BvD01NTWhsbMTChQuhVqsD5timpiZcuHABv/jFL/DgwQO/OVC5lJQUPPnkk0hKSuLcIBEREc0p8mxy7tw5/PznP5fmAsdqfr5%2B/Xo8%2BeSTWLt27aiG4YHW/clNdw7yer3QaDRQKpW4ffs23G73mMeK7NfT04P29nY4HA7k5eX5NYwSYxZzk16vF52dnThy5AhOnDghXUf8NmJe0Wg04sUXX0RmZua07LkhIiIiAoCYmBgYjUZcuXJl1Fq2YE3QRTYZq/m5%2BLfL5UJ7ezsyMzORlpY27njYBJ2IiIgodKE0P5cfKyiVSgwMDODu3bu4du0aTCYTYmNjodFopq3%2BSyDye%2Bn1elRXV2N4eDjgc6pUKjgcDgBAfn4%2BNBrNlI9F8Hq90Ol0WLhwIXJzc%2BHxeNDY2Ch9P9l1fyIvJyYm4gc/%2BAEMBsNUDJ2IiIiIiIiIpgkboBMRERERERERPYLEYpUHDx7gnXfeQV1dHQD/xSNi4Y3JZMI3vvENLF26dMKLguWLks1mM9LS0uDz%2BVBTUyMthplPTdAFMQa1Wg2DwYDFixdjxYoVKCkpAcDm50RERDT3yBtzHz9%2BHEeOHAEQvNnkgQMH8OyzzyI6OlrKP%2BNlHHlW02q1yMrKQk5ODhwOB3p7e0NqSCnG%2B7BFUEXmzczMRHFxMRITE%2BHxeGC1Wkc1ZRK5VKlU%2BhW8H9koXaPRQKfTYf/%2B/di1axc2bdoElUo1qhAsERERUahiYmJw//599PT0jGpIJDeTTdBVKhVu376NpqamgNcVn3V1dcHr9UqFF4KRz5cdO3YMr7/%2BOoDJNz%2BXj8Xn8yEyMhIejwc1NTUBC5iOJOYmnU4nKisrUVFRgc7OTrS1teGjjz7C73//e3z00UfSGOXNkhISEpCXl8f5PyIiIprTvF4v3G433n33XTQ1NfnlLvG32WzGt7/9bSxdujSkpj4jCxFYLBYUFRWhrq4OfX19454/HU3Qs7OzodVq0d3dPaEGnKESv1VSUhJ%2B%2BMMfIiIigu%2BCiYiIaM5SKBRob2/Hv/7rv8Jut/vlIvm82xe/%2BEU8/fTT0Gq1fucGuy7w6fvXRYsWISEhAWq1Gg0NDUHXAY68jt1uR1tbG5RKJZKSktgEnYiIiChEosnPq6%2B%2BivPnz0vvSeVE5jObzfjGN76Bxx57zK/QZyjZZ%2BQxKSkpyM7OhkKhQEdHBxwOx6w0QY%2BOjkZycjKioqLQ0NCA4eHhSWU6%2BdjNZjNWrlyJb37zmzCZTPB6vWx%2BTkRERLNOvAs9deoUzpw5A7vdPuqYkblv5cqVIc/1zRaDwYCIiAh8%2BOGH4%2B4rFuO32%2B1oampCWVkZ7t27B5fLhcHBQbjdblRUVODKlSs4fPgwKioqMDAwMGotoqDVarFx48ZRez%2BIiIiI5gKRTcrLy/Haa6%2Bhv79/1NyfPOfs2LED%2B/fvR1paWsh7fmeSfB/u7du30dfXF1JNmf7%2Bfty5cwd37txBeno6lEoltFqtdD2lUgm73Y5Tp07h%2BPHjuHjxovT5yAyo0Wiwbt06rFu3Dnq9nvmPiIiIpoWYx0pNTYXNZpPq6cmzx8gm6E6nE4sXLwYAvP3221LNl5HNz%2BUZZ8%2BePdi1a1fImYZN0ImIiIhCI3JOXV0dTp48iQsXLgRsfj6SyDputxuDg4O4cuUKurq6YLfbkZ6ePqNzUeJe4eHhuHv3Ljo6OgLOxYl/i4wVGRk5bY3a5XWao6OjsWrVKsTFxQEA2tvbpb25E9n/K/KyxWLBX/7lX0q1ZZgViYiIiIiIiOYuNkAnIiIiIiIiInrEyDexHTt2DOfOnQPgX8xJLLwxGo34oz/6I6xYsWLSC1Tk5xkMBqSlpcHj8aC2tjbowpP50AQd%2BLSwq9FolP7NxTBEREQ014jscunSJRw%2BfBhutxsqlcpvsbV88fXzzz%2BPvXv3%2BuWaULOXOE7ktbi4OKmIaVNT06hi%2B2N52CKoI49LTU3F8uXLUVJSAp1OB4PBgMHBQTidTmksPp/Pb1zi76SkJOTm5uLzn/88Dhw4gBUrViA2NhYApm0xNxEREX02mEwm5OXl4d69e%2Bju7g6ad2ayCXpVVRVqa2vH/F6tVsPr9aK1tRW5ublSNgo2bgA4deoUXn31Vb/iCMJEm58LCoUCKpUKarUaV69e9St2H4wYg8fjwdDQEGpqanD9%2BnXU1tbiwYMHAD7NyOJaqamp2LRpE5KSkkIaGxEREdFsUSgU6O7uxi9/%2BUu4XC7pc/l74K997WtYsmTJpK/v9XoRHR0t5dne3t6QMthUN0HPzMxEREQE7HY72tvbH7oJ%2BsiiY9nZ2fj%2B97%2BPiIgIeDweNkEiIiKiOcnn88Hj8eCNN95AdXW137tg%2BTzcoUOHsHfvXumciTagFBksPj4eBQUFMJvNuHHjRsjXkjdBDwsLQ1JSkl9zplCwCToRERF9Vl24cAHvvfcehoaGRn0nMp/JZMLLL7%2BMJUuWPHTOkTcfT09PR1xcHBoaGmCz2cZsWjTy/Klogi4YjUZkZGRg0aJFuHv3LgYGBvz2vwQbj3xNIwDk5uZi27ZteOaZZxAeHs49IERERDQniKx0584dnDhxAvfv3wfgn4lE7jObzXj55ZexePHieTO/ZbFYEBERgWvXroX0TlehUECpVKK/vx%2BNjY24dOkSPvjgA7z//vu4ePEibt%2B%2BjeHhYbjd7lFNQoFPM2JRURG%2B/OUvQ6fTcT6QiIiI5qSmpib85je/QV1dXcBMI971PvXUUzh48CBMJpP0/VzNNhEREYiMjMSFCxfGfZ8rn7tra2vDlStXUFZWhu7ublRXV6OmpgZnzpzB66%2B/jgsXLoza6yGI6yQnJ2Pfvn1ITk6egSclIiKiz6qRNfWam5vR09Mz6riRTdBVKhXu3buHV199FUDw5ud79%2B7FoUOHJvwek03QiYiIiELz4MEDHD9%2BHB988IG0fixY8/ORxBq65uZm3LhxA01NTUhOToZGo4FGo5mxunR6vR4JCQl%2BzzEybykUCgwMDMBqtaKkpGRa6zmPrNOcnp6OvLw8ZGdno6qqCi6XS7r3ePeXNz//q7/6K6n5Off4EhEREREREc1tbIBORERERERERPSIEYs8Ll68iF/%2B8pcA/Bc%2Bi8UoWq0We/fuxfr166HRaKbs/lqtFkVFRRgYGEB9fX3QY%2Bd6E3Rg9KbA2R4PERER0VhaWlrw1ltvobW1FQD8FinL8%2BDBgwexZ88e6ZjJ5hv5eeHh4UhJSUFmZibu3LmDwcHBGSuCKn8OtVoNs9mMoqIirFu3DsuXL0dxcTEKCwuRnJyMrKws5ObmIjc3F4sXL8aOHTvwuc99Drt378bWrVuRmpoKo9HoNwbmPyIiInpYRqMReXl5aGpqmvUm6OLeGo0GV65c8Wv%2BLYhNYkqlElu3bsWiRYtgNBrHvKYY04ULF/D666/DZrONKjgqz6PPPPMM9u3bN%2BFniY2NxdDQEKqrq0NudimOE/eSF0MYOUaDwYDNmzdj/fr13BBHREREc5rIhadPn0Z5eblf80ufzwedTodnnnkGa9aseahcI/JSZGQkcnNzcf/%2BffT09Ixb5GE6mqAvWLAAFosFOp0OtbW1k26CLj/HaDRi%2BfLlePnll2EymeD1epkDiYiIaM4S81vHjh2T5hgB/3m3PXv24MCBAwAw6QaP8jm7sLAw5ObmIikpCZWVlXA6naOOGesadrsdra2tiIiIQGJiItRq9YTGwSboRERE9FkhsorT6cTRo0dRU1MDwD9ziXk6g8GAF198UXp//LDk19Dr9UhNTUVubi6qqqowMDAwo%2Bv/BJVKhejoaJSUlECtVsPr9aK7u1v6XmRcpVLp9w5YZEKNRoNt27bh2WefxZIlS6DVatn8nIiIiOYEeUZ68803cfXqVQD%2Ba9jEXJ/RaMRXv/pVLFu2bNbGO1Hi%2BRYsWACXy4WampqQ3unKnx2AVARfXG%2Bs88U78uzsbHznO9%2BB0Whk7iMiIqI5x%2BfzwePx4MyZMzh37hzcbrffvJn8Xe%2BuXbtw6NAhaLXa2RpuyOTZT6vV4ubNmyGv51MqlbDb7ejt7UVVVRVu376Nmzdv4t69exgcHPR7vztyP4rP54Ner8cLL7yAxYsXT/djEhEREUliYmJgtVpRWVkZcP5JnoUqKytx/fp1AOM3Pz948OCk57PYBJ2IiIhofCqVCna7Hbdu3YLb7fZ7NxnKvlR5TvJ6vWhubkZlZSUePHiAhIQEmM3mgMdONZ/Ph9jYWLjdbty5cyfg2MV71ra2NkRGRiIzM3Pa91DIM6HBYEBKSgpWrFgBtVqNoaEh9Pf3B63hx%2BbnRERERERERPMXG6ATERERERERET2CBgYG8M4776C1tdVv4TPwaTGApUuXYseOHYiOjp6y%2B7rdbqhUKthsNrz22msYGhoa95z50ASdiIiIaC4TTYAuXbqEM2fOwOPxBCyACgA7duzAs88%2BKzUPmsqNYGq1GhaLBUuXLsXNmzfR398f0mLvqSiCOnKhs/hNIiIiEB8fj/T0dBQVFWHJkiXSfwsXLkRKSgri4%2BOh0%2Bn8zmP%2BJCIioqk2V5qgi3NVKhXOnj2L4eFhv8ymVqulTWHPPfcctmzZgvj4%2BHGvW1VVhbfffhv3798f9d3Iwgx79%2B6FRqOZ0LjFc2s0Gnz88cd%2BGwwnYqzNfMAn86Vf%2BMIXoNPpOCdJREREc5rIKadOnUJzc/OowgtFRUXYuXMnIiMjp%2BRePp8PERERyMrKQktLy4w3QRfZLCYmBtnZ2UhOTkZFRQXcbjcAhHQ9eaF8AMjKysKWLVtw8OBBhIeHsxg%2BERERzQsXLlzAiRMn/D4T%2BWb16tU4cOCA9N5zKua2RA5LTU1FSkqKVHQ%2BlLkzhUIBm82GtrY2JCUlwWKxTHhMU9kEnYiIiGiuEhnp97//PX73u98BCFxgVaVSYfPmzdi8ebOU%2BaaaUqlEbGwsli1bhhs3bszo%2Bj85r9cLnU6HvLw8FBcXQ6/XQ6PRoKurS/re5/NJ4woPD4fBYMCePXvw%2BOOPY9euXTCZTH6N0YmIiIhmm/wd71tvvQXAP/eJd5l6vR5f/OIXUVxcPKOF3UV%2BE1lLvi9DPr6xMp74XOwpcTqdaGhoCLkRpvx7%2BbvoQOeJ9YhJSUn4/ve/D7PZzPe9RERENOeIfFJfX4%2Bf/vSncDgcfrlIvsdi27ZteOaZZ2AwGGZzyCGTZ8KEhAS4XC7U1taGlP3k%2BVfe7Fz8HehclUol/VYvvfQSSkpKpGtxzwcRERFNN5E5CgoKUFtbi7a2toAZZGQWClTzb6qanwtsgk5EREQUnFqtRkZGBtavXw%2Bfzwen0wmr1TrhRujiWADo7%2B9HXV0dPvzwQxiNRmi1WpjN5mmtmyyvrVdVVYWhoaGgWUulUmHRokXQarXTPocmv7bP54PZbEZeXh6WLFmC3t5edHZ2wuPxAPhknk%2BMmc3PiYiIiIiIiOY3NkAnIiIiIiIiInqEiAUmDQ0N%2BPWvfy0VfRfkC6Gfe%2B455OfnT9m9PR4P1Go1%2Bvv78corr6C9vd1vkcl442YTdCIiIqLJUSgU6Orqwj//8z/DZrONuTg5Ozsb%2B/btQ3R0tHTeVBOLkNeuXYuKigr09fXNShHUYOcFaxrKzElERETTaa40Qff5fFJxrMrKSmm%2BUKlUSpvCvvWtb2HDhg0wGo3jXq%2BrqwsnT55EeXn5qGeSz0du374d%2B/btm1RhLnHNmJgYXLx4Eb29vdL15fec6O8izs/Pz8fLL7/M5pdEREQ0L/h8Pni9Xrzzzjvo7%2B8H8GnxKAA4dOgQCgsLp%2Bx%2Bc6EJuhAWFob09HQsXrwYHo8HQ0NDfgUbxHVFUVTg0wKo4pitW7di//79WLVqFbRaLfMfERERzRvXr1/HzZs3R82JWSwWPPHEE8jOzp7S%2B8nX7SUmJiI5ORkdHR3o6%2Bsbd45SoVBAoVBgYGAALS0tyMvLQ2Rk5ITnNh%2BmCXpvby%2BioqJgsVgm9fxEREREM6WjowNHjhyR1tqNLITv8/mg0%2Bmwf/9%2BpKamTutYvF4vTCYT1q1bh%2BvXr8/K%2Bj9xjlKpRFhYGAoKCvDYY49h9erVKCoqQnJyMhYtWoSlS5dixYoVePrpp/HEE09g%2BfLlSExMlJ5DZFIiIiKiuaKpqQlHjhyB1WodlfuATwrwb9y4EZs3bw5p3d5UGJmbAq3DG/nZeHN8RqMR8fHx8Hg8UhP0UPcZj0fMWSYnJ%2BOHP/whIiIi%2BL6XiIiI5iSFQgGr1Yof/ehH6Orq8mviLV/rt3z5cjzzzDOIjY2d0fHJ5%2B5G5jvx71Dm93Q6HSwWC5xOJxobG0Nqgi4fQ6C/5eS5%2BY//%2BI%2BxadOmUeMnIiIimk7y/bxZWVmorKxEf3//mE3QA/0tz4JT1fxcYBN0IiIiovEZDAbk5%2Bdj%2BfLlsNvt6OrqgsvlmtB7zJH5zuFw4Pr167h37x4cDgeys7NDfp86WfHx8ejv70d1dXXA7Cb%2B3draiqSkJGRkZMzoHJq4l1qthtlsRklJCaKioqBWq9HS0iL9hmq1ms3PiYiIiIiIiOY5NkAnIiIiIiIiInqEKBQKOBwO/PznP8f9%2B/dHLQAWf%2B/atQuPP/649NnDLkwRC0YGBwfxyiuvoLW1FSqVCh6PJ%2BRrsAk6ERER0cSJfCcaTso3vwkiY61duxYbNmyY1kwlNvDpdDqsWbMGt2/fRnd396w0QQ82RiIiIqLZEqgJeiib%2BKeyCbo4z%2BPxoKKiAsPDw1LhArPZjD//8z/H0qVLxy0WIMZw6dIlvP3221IjS/Es8sJcq1evxu7duxEfHz%2BpMYvxKpVKdHZ2orq62i/7xsbGwmaz%2BT3feMQzJycn43vf%2Bx5MJhOLoRIREdG8oFAoMDg4iDfeeAMul8vvu5KSEjzzzDMAprbI52w3QR95zZiYGCxcuBCrVq2CzWaDUqlEX1%2Bf9L38/xqNBmFhYdi5cyeeeOIJ7NmzB1FRUaOaphMRERHNVWIe7ujRo%2Bjo6JCymcgzRUVF2Ldv37S8Bx1ZoDQpKQldXV3o6emBx%2BMZtwm6yGn37t3Dxo0bpTm96WyCrlar4fV60dHRgcLCQmRkZEzq2YmIiIhmSn19PU6ePAmPxzMq44h/7969G1u2bJn2sSgUCng8Huh0OpSUlKCyshI9PT2ztv5PnK9UKhEZGYkFCxagsLAQhYWFyMvLQ05ODiIjI6HX6/3uxTWCRERENJeI%2BbDr16%2BjtLQUXq/XL1uJrJWYmIinn34aKSkpMzY2sRaxpqYGly9fxtmzZ/HrX/8a77//Pt577z188MEHqK%2BvR2trKyIiIqDRaKDRaMa9bkREBJKSkqBWq1FTU/NQTdBHNmPPz8/H9773PURERLAQPhEREc1JYp6qtLQUly5dgsfjCbjObsGCBXjiiSdQUFAwY2MSFAoFnE4nfD4fOjo6YLVa4fV6pc80Gk3IDZtMJhPi4%2BPh9XrR0NDwUNlPPj4xbuCT5udifpR7PoiIiGimiWyi1WrhcrlQV1c3ah9HsHNFFtyzZw8OHTo05VlmPjdB12g08Hq9qK2tRVZWFpKSkib9OxAREREFo1arYTQasWrVKlgsFhiNRtTX1/vVRgmVPFN1dXXh2rVraG1thVqtRkxMjJRxpnINm7hednY26urq8ODBg4DHiXm5uro6LFy4EFFRUVM2hokQ483IyMCSJUuQkJCAe/fuSXOQiYmJ%2BMu//Es2PyciIiIiIiKap9gAnYiIiIiIiIjoETM4OIjf/e53GBgYGLXwVyx%2B3rNnDxYsWDDlzc9/8IMfjNn8XH6fUJo6sQk6ERER0fhENnrzzTfR2dk5ZsaKj4/HN77xDWi12mnPVPIiqMXFxaisrJxzTdCJiIiIZtPIJujBNq9NVxN0AIiLi0N/fz/u3LkDlUqF7OxsvPzyy8jOzh732mJczc3N%2BMd//Ec4nU5pk95IGRkZ2L17N/Ly8iY9VuDTuc2hoSFcunRJypbR0dHYu3cvrFYrent7pWMDZU/5M/l8PqSkpOCVV15BREQEC2ERERHRnBIoj8nnyVwuF06dOgW32%2B2XGdeuXYuCgoJpmVObK03QxXNpNBqYzWY89thjeOyxx5Cbm4vc3FyYTCakpaVh4cKFWLhwIfbs2YPPf/7zKCkpQXJyMoBPf1/OOxIREdFcJjKdyCynTp1Cd3e3NO/l8/kQHR2NP/mTP4HZbJ7yIlmCfN1eTEwMEhMT0dPTg%2B7u7nGboAOfzNV1dXWhpaUFa9asmdTcZqhN0JVKpbRu8cknn8TevXsn/sBEREREM8Tn88Hj8eC1115DU1PTmPkG%2BKQBelJS0rRlvpH3lK//q6ioQG9vb0hNi6Z6/d9EGppzro%2BIiIjmKoVCgf7%2BfvzkJz9Bf3//qNwn/t6/fz9Wr149beMYmSWrq6tx%2BvRp/M///A%2BOHz%2BO8vJyNDQ0oK%2BvD1arFX19fejp6UF9fT1u3LiBK1eu4MqVK4iJiYFarYbBYJDGHyiLmUwm5OTkIDIyEhUVFZNqHiD/rWJjY1FcXIyXXnoJJpMJXq%2BXhfCJiIhoThJ558iRI2htbR31vcg469atw65du2akjoq4ts1mw9WrV3H58mX86le/wokTJ3D06FGcPHkS77//Pk6ePInLly%2BjqakJdrsdkZGR0Ol00nXGGmdERASSk5Oh1WpRXV0dtNHleMR5SqUS0dHR%2BMpXvoKNGzcCYPNzIiIiml0qlQpRUVG4ffs2enp6Qnp/Khw8eBAHDhyYttw3H5ugy9f6PfHEE3j88ccn/wMQERERhUDkleTkZCxbtgzZ2dno7OyEw%2BGQ6qWEmoVEthHnNDc34%2B7du6iurkZOTg4MBoN0nanIgOJ8pVIJh8OBO3fuwO12j/mMHo8H4eHhyM3NhVKpnPG1dfJ8qNFokJGRgYKCAhiNRni9Xnzve99j83MiIiIiIiKieYwN0ImIiIiIiIiIHjFnz57Fhx9%2BGPA70fzyxRdfnJKFKGLByMDAAF555ZUxm5%2BrVCp4vV7o9fpRRfgDjZFN0ImIiIhCV1lZibfffjtgThK5KisrCxs3boRCoZiRDf5iw5tWq531IqhEREREc9HIJujB8s50NEEX52VmZqKzsxMWiwV/8Ad/gJSUlJCKQikUClitVvzXf/0X7t%2B/L83/yb9XKpVQqVTYsWMHNm3aJD3Lw%2BQ6n88Hm82Gs2fPSs2fTCYTDhw4gJycHFitVrS3t0uZU%2BRPMR7xuVarRWFhIf7sz/4MERER3BhHREREc4o8j5WXl6O/vx%2BxsbF%2B%2Bc9ut%2BPkyZPweDxSDjMajfjKV74CvV4/bXNp8ibo2dnZaG5unpUm6IL4PbRaLRYsWICcnBypIfrSpUtRVFSEhIQEGI1GvyzKuUYiIiKaywYHBxEWFjZqrdzp06fR19cH4NM8ExMTg%2B3btyMsLGxa3wPL81N0dDQSExPR2dmJrq6ukOYoFQoF2tra4PV6sXDhwknlsfGaoIt31MAnDUKff/55AKMbOxERERHNFeJ95/Hjx9HT0zPm3oq4uDi88MILM1qIVBSb12q1KCkpwdWrV2G1Wrn%2Bj4iIiGiCxNxUVVUVSktL4fV6A75bLSoqwnPPPee33m2qiOuJa547dw7vvfcefvazn6G6uhpWq1U6TswxypuVizk4h8OB7u5ulJeXo7W1FUajERaLJeg6Ro1Gg5ycHOTk5KCrqwvDw8N%2BzQNG7jGWF%2B73%2BXzSd0uWLMHOnTvx5JNPwmAwsPElERERzXlnzpzBiRMnAIxeq%2Bbz%2BZCamopvf/vbUKvV055tbDYburq68L//%2B784fvw4jh8/jsrKSvT29mJgYEAao9frhcPhgNVqRX19PT7%2B%2BGNcvHgRarUaGo0GERERQeu9GI1GFBYWIjY2Fjdu3JBqzoTSCF1cT%2BxLMRgMWLJkCQ4dOoSVK1cCYPNzIiIimn0%2Bnw9GoxEpKSnSXF%2BosrKysHjx4ofaEzyeh2mCbrfbERMTM2NN0LnWj4iIiGaDPGcoFAokJiZi0aJFSEtLQ0dHB3p7e6XvQ5nTAvxrwdhsNrS1teHy5ctwOp3QarWIjo6e8kboFosFFRUV6OnpCThO0QC9q6sLjz32GEwm06zkrJHPHRUVhZycHGzatAkGg4E1XoiIiIiIiIjmMTZAJyIiIiIiIiJ6xFy%2BfBl3794dc/N/YmIitmzZ8tDF5CfS/Nzj8SA2NhZf//rXERUVhbt377IJOhEREdEUuX37Nq5cuRL0mK1bt6KwsHBGM5RYCK3VarFmzRqUlZWhv7%2BfRVCJiIiI/s9sNkEXx2s0GqSmpqK4uBixsbF%2BRUzHIu5369YtlJaWwm63B9wU5/P5sHjxYnzlK1%2BRznvYglOioOrZs2fhcrkAAENDQ8jPz8eyZcuwfv16eDweDA8Po6%2Bvz29c4u/c3Fxs3rwZzz//PIxGI7xeLzfGERER0Zwhz0xHjx7Ff/7nf6K/vx8mk8mveLzL5cLx48fhdDqlcw0GA3bt2gW1Wj2t82gi65nN5llvgh7oOUfm6pEF/YmIiIjmsvLycrz99tsAgOTkZCgUCmke7N1338Xg4KBfrtm8ebM0TziToqKikJCQgI6ODikLjjcGUdQrISEBFotlUvcdqwm6yMnAJwVRn3vuOQAsgk9ERERzm8/nw7179/DrX/86YJYSn8XFxWHbtm0znm3kTdCLi4ul9X%2BhFHfl%2Bj8iIiKiT4j889vf/lZYAbKDAAAgAElEQVTaUxvo%2B6VLl2LVqlV%2Bn00FkSEHBwdx9%2B5dHD58GO%2B88w7q6%2BsBQNrbIcY11l5f8X%2BlUgmn04n29nZUVFQgMjISaWlp465jTEhIQEFBATIzM/HgwQMMDw/D5XKNmSvFvTIyMvC5z30OL7zwAjIyMqDRaDjnR0RERPNCaWkpamtrpbV2gsgxTz75JAoLC6c824zMZLdu3cLRo0dx9OhRVFVVoaenx28ccvJmlCKPDQ4OoqqqCg0NDTCbzUhKSgqa/USGy8/Ph9vtxsDAAOx2u3RNlUrl95uId73yzBkbG4uDBw9i69atyMrKkj5nBiQiIqLZJrJbTEwMGhsb0draOu45IjPduXMHLpcLRUVFc7YJ%2BvDwMKKjo6e9CTrX%2BhEREdFcEh4ejtTUVGzevFnKTF1dXdLfoeShkfN/NpsNNTU1KC8vh0ajgcViQVhY2JTkQK/XC61Wi4yMDFy%2BfBkOh2PMeTqRw4qLi6FWqyd9z4clH59KpZIyH7MfERERERER0fzFBuhERERERERERI8Ir9cLh8OBo0ePoqenZ9RmOCEuLg5btmwBMPliCKL5%2BeDgYMjNz7/73e%2BisLAQKSkp8Pl8qKmpmfYm6GKBD4tlERER0aNIZJwzZ86grq4uYK4SGWj16tXIysqa8VwkiqDqdDosW7YM5eXlGBgYYBFUIiIiov8TqAl6KPNlU9EEHfgkL5pMJuh0OunfoZwDAIcPH0ZDQ8OYx8XHx%2BPrX/86zGbzlBYfcDgcOHXqFFwul/R7ZGVlIS8vDwCwaNEiLFy4EPn5%2BQgLC4PZbIbZbMbChQuxceNGHDx4EIsXL4ZWq2VRBCIiIppT5Nnk2LFjeP311wEAHR0d6Orqkpo9ivefH374IYaGhqRMlJycjMcff3xG5tDmUhP0QGML9m8iIiKiuaq8vBw/%2BtGP0NjYiAcPHkjF4UWRp4qKCrS3t/vNH65cuRJ5eXmz8h41OjoaFosFjY2N6OvrC/r%2BV4ytr68PGo0Gy5Ytm/S6vkBN0AUWRCUiIqL5RKFQoLW1FR988EHQBuiJiYnYsmXLrDT5EQXv9Xo9CgoKUFFRgcHBQa7/IyIiIgqRyEzHjh1Db29vwAaYGo0Gzz77LOLi4qak8ZH8GgqFAo2NjTh8%2BDBOnz4tNeEU3433fjfQ84hncDgcuHLlCmJiYpCRkTHufJ/RaERKSgo2btyI3NxcWCwWGAwGKW8CQFRUFDIyMrB48WJ84QtfwPbt27Fy5UqpUaYYNxEREdFc1tXVhZ/97GdwOp2jsotYP3fgwAFER0dPebYR1ysvL8d7772Hn/70p2hubvZrQi7GMRb5MQqFAm63G11dXSgrK0NUVBTS09PH3MMizomLi0NBQQFWrlyJvr4%2BqFQqWK1W%2BHw%2Bv3vL/71o0SKsXr0aX/va11BYWAiTyTTquYiIiIhmi9frhUqlAvDJXN/JkydDPlfkMDZBb/PLf1zrR0RERHOFyHoLFy5EQUEBTCYTGhsb4fV6pZwy3lo5QeQgj8cDm82Ga9euobW1FUNDQ8jKynro/Ceyll6vx8DAABoaGgK%2B8xXjsNls0pweEREREREREdFUYQN0IiIiIiIiIqJHhEKhgEKhwO9%2B9zv09/ePuUgmPDwcn/vc5x66%2BfnAwEDIzc%2B/853vICsrCwCg1%2BuRmpo66Sbo8sL%2BYy3iFp9//PHHsNlsiImJYbEsIiIieuSIbPPee%2B9Jm71GUqlU8Pl82LBhA1JSUmYlE4kNbyaTCenp6bhx4wZsNhuLoBIRERH9n5FN0IMVLpiOJuiTceHCBfz2t78FMLqYlBhfYWEh1q9fj7CwsCkbl9frRW9vL06ePAmPxyNt0NPpdCgpKYHb7YZSqYTJZEJKSgpWrlyJTZs2Yf369VizZg1yc3Oh1%2BulMbIoAhEREc0VI5uf/%2BpXvwLwSfEpj8eDzs5OtLe3Q6PRID09HWq1GuXl5ejo6JDm2GJjY7Fly5YZy4RzuQk6ERER0XxTXl6Of/mXf4HdbodCoUBvby/u3bsHn8%2BH3NxcAEB1dTXq6%2BulPOXz%2BbBu3Tqkp6fP2jvU2NhYxMfHo7q6GkNDQ0HfAYvvGhoaEB8fLxXGnwyxhlCr1aKqqgoA8NRTT7EgKhEREc07TU1NOH/%2BPNRq9ZjzapGRkdi6deus5RuR2SIjIxEfH4/bt2%2BPapg0Fq7/IyIios86hUKBzs5OHDlyBB6PZ1R%2B8vl88Hg82LZtm9RU6GHI18TV1NTg3Llz%2BMlPfoLm5mbYbDZpTFNB5MGrV6/CYrEgLS1t3KZIXq8XarUa8fHxKCwsxJo1a7Blyxbs3LlT%2Bv%2B2bduwbNkyqUH6TK%2BNJCIiInpYPT09eO%2B990Y1%2BxZSUlKwZ88eqNXqKck4Iiu53W4MDg7i8OHDePfdd3Hjxg0An%2B4xDrVJUyDi%2BmVlZYiJiUFGRkbA7Cf/W6vVIjIyEsXFxVi7di0yMjKQnZ0NnU6HBQsWICkpCenp6di5cye2b9%2BOQ4cOYdGiRdDr9cx/RERENKfI16K9/fbbOHLkCIBPc9Z45HuCP8tN0O12O1pbWwFwrR8RERHNLfLsYjQaUVhYiOzsbBiNRrS2tsLhcPgdGyqRF1tbW1FRUYGamhokJiYiLCwMYWFhk15Hp1AooNFooFar8fHHH8Plco2Z9RwOB5RKJVatWiVlPs67EREREREREdHDYgN0IiIiIiIiIqJHiM1mw7vvvovh4eGA3ysUCgwNDaGwsBCxsbHSZ6ESzc8HBwcn1fxcEE3QHQ6HVJQ11CboPT09UCqVUgHUkYtoxILmBw8e4G/%2B5m9w8uRJFBUVIS4ujsWyiIiI6JHj8/lQWlqKjo6OgDlH5KuMjAzk5%2BcDmLqCVRMhL4JqMBhQU1MDh8MR0lhYBJWIiIg%2BC0Y2QQ%2BWd%2BZCE/TS0lLcuXNnzPEBwJe//GWkpqZO6X0VCgX6%2Bvpw6tQpvyJcsbGx2LBhw6hCB%2BJ3FJsD5ZsPmSeJiIhorhir%2Bbl45yqyX19fH1paWgAAOTk5qK6uRkNDg/R9REQEtm3bNqNFCNgEnYiIiOjhiebnQ0NDfkVRbTab9F510aJF6OrqwrVr1/zW2eXk5Mzae2Axz2axWBAXF4cLFy74NWcPdLz4rr29HQUFBYiIiJj0/UVhfK/Xi7y8PBZEJSIionmpsbERly9fBoCAGUq869y4ceOUNUR6GBEREVAqlaivr4fT6eT6PyIiIqIQ9Pb24syZMwGbTiqVSmg0GuzYsQMRERGTzkkj18S9%2B%2B67eOutt3D58mW4XK6QmzFN9J7iujdv3kRaWhoSExODjl98J1/Lp9FooFKpoNVqodFoAq7xY3YkIiKi%2BaS8vByXLl2Scs1I0dHR2L59O1Qq1UPfS%2Bwt6e7uxunTp3HkyBGUl5dL9WZEU6OpILLf1atXkZiYiNTU1HFzmhhfWFgYUlJSkJeXh5KSEpSUlGDt2rUoLi5GZmYmEhMTpXO414OIiIjmkpF7PeTNz0fW3AuGTdDjYTab0dnZiTVr1nCtHxEREc05I99jxsfHo7CwECtWrEBbWxvcbjfsdjsAhJxf5BlKoVCgra0Nt27dQltbG2JjYxEVFRXw2FDFx8cDAG7evBnwfJH97t%2B/D6PRiNzcXM67EREREREREdGUYAN0IiIiIiIiIqJHhNfrhd1ux8mTJ4MWk/J6vUhPT0dOTs6EFqB4vd4paX4u6PV6xMfHo7%2B/Hy0tLUELKMgXT3d3d6OtrQ1WqxULFy4c9QyiCdJf//Vfo6enBwBw6dIlFBQUsAk6ERERPVK8Xi%2B8Xi9KS0vR2dkZcLOZyD0ZGRlYvHjxrOcglUqFyMhIDAwMoLm5OeRNfSyCSkRERJ8F86UJeldXF372s5/B4XCMWfDAbDbjqaeegsFgmLKxiN%2BjubkZ586dk%2B6tVCphNBqxefPmgHOFI/9mhiQiIqK5RuSTt956K2BBLHkuHBwcRGNjI/R6PfLy8nD58mXpOLvdjo0bN0Kv189o5mETdCIiIqLJG9n8XGQ7kefcbjeqqqrg8/mwadMmfPjhh7Db7dL3WVlZUiHUmSYvULpgwQLExsairKxs3EKpAOBwOJCSkoLMzMyHms/U6XTIz8/HihUrALAgKhEREc0/9%2B/fx6VLl4LupbDZbFi6dKlUsHQ2hYWFITIyEu3t7Whvbw/5PK7/IyIios%2By5uZmnD17FiqVatQ7VIVCAbfbjaSkJOTk5EifTYSYE3M6naioqMAbb7yB48ePw2q1St9NtOllqGMQmc7tdqO3txdZWVmIiIgI%2Bfoj1/dxjR8RERE9CiorK1FRUTHm9zqdDps3b4ZGo5nU9eXvV10uF6qrq/FP//RPKC8vR2dnJxQKhfS%2BNti840TJ3wPX1NQgLS0NFosl6Dkjc50Yk/h85Lti5kAiIiKaa0Q%2BefPNN/H6668DGN38fORauVD2BH9Wm6Dn5%2BejpKQEANf6ERER0dwkzztKpRKRkZFYtWoVkpKS4Ha70draKmWpsXJVsGsPDQ2hsbERpaWl0Ol00Gg0iIyMnHDeEsdaLBY0Nzejo6Mj4DFijJ2dncjOzkZ0dHTI4yUiIiIiIiIiGgsboBMRERERERERPSIUCgW0Wi0uXLiAvr6%2BgMeIBSj19fVYvHgxIiMjQ7q2WCw8ODiI//f//h%2Bam5sfqvm5YDaboVKp0NDQgMHBwaALbuQLaAYGBlBVVYXa2lqkpKQA%2BGSjX29vL%2Brr6/EP//APaGtrg0qlgkqlgtPpxAcffICioiLExcWF9MxEREREc50oRFBWVua3MHrkMcAnjZGKi4uh1WpnvQiAXq%2BH2WzGrVu3MDg4CJVKFdJCblEEtampCRkZGSyCSkRERI%2Bk%2BdAEvb29HadPn4bP5xuzMGpaWhqeeuqpKR2DuNZ7772H6upqKUP6fD5otVps3boVKpVqyu5HRERENJNKS0vxi1/8AsAnRaZGvocFPs1Dw8PDqK2tRUdHBzo7O6V3uQqFAhs3bgypoPxUYxN0IiIiookrLy/Hj3/8Y9hstoBr8eSqqqpw//59%2BHw%2B9PX1SfOCCoUCJSUlUh6cafJCWxkZGfB6vVLD9rEKeimVSrjdbrS1tWHDhg0ICwt7qDGo1WoAn86XEhEREc0nDocD77//PtRqdcC5NJFvEhMTkZ%2BfP63vgUNlNBphNpvx8ccfw%2BVyhVzIlU3QiYiI6LNqcHAQZ86cCTj/J3JUeHg4iouLQ177J89RCoUCVqsV//3f/42zZ8%2BiqqoKAEJueilvkBnovvLG5MEMDAzAYrEgOzt7TuRWIiIiopkmMtCNGzdw%2B/btgPtmRe7Ky8uDxWKZVG4Sx9%2B8eROnT5/G4cOH0dfXJ%2BVN8Q43FPIcGMo8n/je6XRieHgYOTk5MBgMExo7G54TERHRfHP79m385Cc/AQBoNBq43W7pO9EwHACio6Nht9sBsAm6nPw8o9EIgM3PiYiIaH4QOSYsLAzJyckoKSlBeHg4PB4PHjx4EDRXBaNSqeB2u3Hjxg00Njaiv78f%2Bfn5Us4KJReK7/V6PQYGBnDz5s2A54ix2e12xMXFzZk1iEREREREREQ0v7EBOhERERERERHRI8TtduP8%2BfPo7u4ecwGKWGCsVquRlZU1bgFRsVjYZrPhb//2b1FXV%2Be38FqYaPNzsSh5wYIFaG9vR21t7YQKMyiVSrS1taG8vBznz59HTU0NfvOb3%2BCDDz5Ad3e3X1FYsfAmJSUF2dnZXHBDREREjwSRcSoqKnDv3r2gGUepVGLNmjWIiIiYE0VDo6OjYTabcfny5Qkt5BZFUO/du4eMjAxERUXNiechIiIimkqBmqCPV1BgJpqgi%2Bt99NFHuHbtWtDCWAkJCdiwYcO05LSzZ8%2BiubnZ79pRUVHYvn07ix4QERHRvKXRaNDe3o7e3t6gTYNEBnI4HBgcHITD4ZA%2Bd7vdiIuLQ15e3qzMmbEJOhEREVHobDYb/u7v/s6vmflYRK5ra2tDX18fgE/fFft8PmzevBk6nW76Bz3O%2BAAgNjYWvb29UrP2QMSc5sDAAKKioqasIRLfGRMREdF85PV6cebMGTidzoDfi0xltVqxadMmqNXqmRzemOLj42EwGHDt2rUJzUWyCToRERF9Fg0MDOD06dNB3/82NzcjMjISWVlZQdf%2BiewkvmtpacGlS5fw7//%2B76iqqsLg4CAABNz/G%2Bi%2B8oaXPp8PqampsFgsSE9PR1hYGDQaDWw2m3TeWHOZSqUSLpcLTU1NWLduHfR6/QR%2BISIiIqJHh0KhQFNTE65fvx4wO/l8PjidTphMJixZsiTkJpIiH3q9Xtjtdrzzzjt4/fXXcevWLXg8HqhUqnHX6QGf5jnxf/n4xN/yjDjWM/p8PvT19SEnJwdJSUlsmkRERESPNL1eD4VCgXv37sHpdPplKpHBnn76aWzYsAHd3d3o6ekBMPZc2me1CXqwfxMRERHNVSObkufk5CAvLw8ZGRmoqamB2%2B2WvpvIGjqRxXp6enDr1i3U19dDqVQiOjoaWq02pFwocllOTg6qqqrQ0dERMOMplUp4PB7U1dVh5cqVc6YGIRERERERERHNX2yATkRERERERET0iBCF4Ts7O1FVVRVw8YlYGON2u6FQKLB06VIYjcYxryman9vtdvzbv/0bbty4EbD4gfgsNjYWf/qnf4rs7OxxxytfcF1QUIDr169LBVpDpVAoYLfbMTAwgKamJvT390uLxMUYxeKaNWvWYNu2bTCbzRO6BxEREdFcJbKd1WoN2oBSqVRieHgYQ0NDWLly5aw3DRL5LCUlBf39/airqwup%2Bbn8/N7eXjQ0NCAzM5NN0ImIiOiRNLIJerANajPVBF1c5%2BrVq7hz507QgqwpKSlYt27dlBdcqK2txeHDh/3up1QqkZycjM2bN0/ZfYiIiIhmmtlsRmFhIXp7e9Ha2io1/w42b%2BZyuaS/xXFmsxmrV6%2BetbkyNkEnIiIiCo1Go0F%2Bfj7u3r2L/v7%2BCb3vlDcnstlsiI6ORk5Ozpx4Z2o0GuHxeFBTU4Ph4eGgc5oAYDAYUFxcPOvjJiIiIpoNXq8XXq8XH3/8Mfr7%2B4M2kxwYGJDm3GY7O4ncGRcXh/b2drS2tk74fDZBJyIios%2BS8PBwlJeXS/OAI4kcWFtbi9jYWKSkpEjvXeU5Sez1BQCn04nz58/j1VdfxcWLF2G1Wv3y5FjvmcV6O/G9VqtFdHQ09u/fj927d%2BMLX/gCtm7dirVr12Ljxo3YsmULfD4fHA4HrFbrmI2RxPtem82GiIgI5OXlMeMRERHRZ47IPh0dHbh8%2BXLQ7FdTU4O4uDikp6ePue9DnqcUCgWGh4fx/vvv49ixYzhz5gyGh4dHNd4cy8iG55GRkUhOTsby5cuxevVqLFmyBLGxsVCr1eju7h51XqDrOZ1OtLS0YN26dQgLC5vYj0VEREQ0j4SFhSEzMxNerxd1dXXweDzQaDTweDwAgL179%2BLQoUNISUmBwWCQmqCH0mT8s9QEnYiIiGg%2Bk2cgo9GI9PR0LF%2B%2BHDqdDoODg%2Bjv7/fb5zFePT3xvTi2ra0Nd%2B7cQVVVFTIzM2E0GqV3w2PlQ3l2TElJwY0bNzA0NBTwXiqVCk6nE93d3Vi6dCnn84iIiIiIiIjoobABOhERERERERHRI0IsSrFardKGOPlCFfG3z%2BdDRkYGtm/fjuzsbGg0moDXE4uQnU4nXnvtNVy6dAkej2fUYhqxUDkmJgbf/OY3kZeXN6Exi0UzbW1tqK2tDWnBznhGnh8fH4%2BnnnpqQmMjIiIimi96e3tx/vz5MTOU%2BFyhUCAnJwdRUVHTtuktFPL7er1e3Lp1C06nc0LjEUVQa2trkZmZiejoaG6SIyIiokfOyCbooRY8mK4m6CJvnT9/Ho2NjUHn8RQKBTZs2DBlG9/EM5SVleHWrVvSeMT/U1NTsXbt2im5FxEREdFsMRgMyM3Nhc1mQ1NTU0hN0AWR90TToKSkpOkebtCxsAk6ERER0fiioqJQWFiI2traoM2DxhKoifhsvjMV905NTUVLS0vQOUR58f9FixYhJiZmpodLRERENOsUCgW0Wi3u37%2BP2traoOv/xNzZ6tWroVKp5sT6P61WC6vViuvXr094/o5N0ImIiOizRKlU4vr167h//37AvCNyoMPhQE1NDXQ6HTIzM6FQKEbtvXC5XDhx4gROnDiBY8eOoa%2BvD263e1JNL1esWIGnnnoKzz33HBYuXIj4%2BHjpfh6PB2q1GlqtFosXL0Z8fDycTifu378ftAk6AOj1epSUlDDbERER0WeW1%2BvF%2BfPn4fV6A2Ym%2Bb6PqKgopKSkSNlJnCNvfN7T04OGhgb8%2BMc/xoULF9DS0gJgdL4bSd5wyev1QqvVIiUlBU888QT279%2BPffv2YcWKFcjPz0deXh5WrlyJrVu3Qq/Xw%2B12o7OzM2j2UyqVcLlcyM3NhcVi4fweERERPdLCwsKQkZEBAGhsbITT6QQAfP7zn8fBgwcBfJK/kpOTER4ejq6uLjZBJyIiInrEyLOP2D%2Bbm5uL4uJiWK1WDA0NwW63S2v9QtkXIs9Uw8PD6OjowPnz52G326FSqRAXF%2BdXR3pk/pKv5evt7UVDQ4OU1UbeBwBcLheSk5ORlJQ0q2sQiYiIiIiIiGh%2BYwN0IiIiIiIiIqJHTFRUFO7cuYPu7m6/jW1iIUp%2Bfj5eeOEFLFmyBFqtdszrKBQKeDwenD17FmfPnsXAwMCoY8QC5aioKLz00ktYtGjRhMerUCigVCphNBpx7tw5eDyeCV8jELGwWqPR4JlnnsGGDRsABF64Q0RERDSfGY1GVFRUoL%2B/P%2BhxVqsVer0eS5YsmTMbypKSklBTUzNmMa/x9PX1obKyEllZWYiNjZ0Tz0REREQ0lUY2QQ%2B2iWy6m6CLrPXRRx%2BhpaUl4MY3Qa1WY%2BPGjdDr9Q%2Bd0cRzDQ0N4T/%2B4z9gtVql78TGv5KSEixcuJCb7IiIiGje0%2Bl0yMnJgdPpxL179ybUBF2pVEKhUCA6OhpFRUWzOlfGJuhEREREoTGbzSgsLMS9e/ek%2Bb9Q85/Iei0tLUhOTvYrjD8b5POQ%2Bfn5qKioQF9fX9BzfD4fli1bhgULFszQKImIiIjmDjF/19vbi6tXr46ZA0XGa2trg8FgQF5e3qy/ExVjz8nJQWVlJTo7Oyd1DTZBJyIiokedmC/T6XS4du0aXC5XwONEBrLb7SgvL8f9%2B/fR0tICr9eL2tpa3LlzB8eOHcOxY8dw/vx5tLa2Avh0/dx484kqlUp6V7to0SLs3LkTL774ItLS0qDVaketuxPvnsXnCQkJiIqKQl9fH9rb2wPeT%2BTZgYEBPPbYYzAYDMx2RERE9JlkNptx5coV9PT0BMxDIkvZbDbcunULKpUKycnJ0Gg0Ul0YAHjw4AHKysrwxhtv4Pe//z06Ojr8GqQHy4DyuUaFQoG4uDj84R/%2BIXbu3ImVK1ciIiICAOB2u6VjxRo90dDcbrfj/v37Y87Z%2BXw%2BuFwuREZGYvHixcx%2BRERE9MgTTdDdbjfu3LmD3bt349ChQ6Pm0pKTk2EwGNDd3S01QQ9lTzCboBMRERHNHyIDqVQq6PV6rF69GgkJCTAajairq5OyVah7QwSVSgWHw4G6ujqUlZXB5/MhISEBWq02aEbUaDSIjIzExYsX4XA4xmzAbrPZMDw8jHXr1jHPEREREREREdGksQE6EREREREREdEjJiwsDA0NDairq4NKpZI%2B9/l8WLp0Kb71rW8hKSkpaIF4sRCltrYW7777LpqbmwFgVBEDr9cLs9mM559/HsuXL5900Xmv1wu9Xo%2BbN29KG/kmulhHTowNAA4cOIDdu3dL92FhfCIiInrUaLVa3Lx5M2gTcZGt7t69i6SkJKSmps76wmOxmDoyMhJXr16F2%2B0OWsB1LIODg7h%2B/ToyMzMRHx8/XcMlIiIimjUjm6CHWvBgqpugi3MbGxtRXV09ZtEshUIBu90OtVotFVt4GAqFAm63G2%2B99RbKysr85g3F//ft2weLxTLrGZeIiIhoKmi1WmRlZcHtdqOhoWFCTdB9Ph%2BampqwbNkyREVFTVvRq1CwCToRERFRaEwmEwoKCtDS0oLOzs4JNUGXH5eXlwe9Xj/dww1KZECVSoWenh5UV1eP%2BSxijZ9Op8OKFSuk84mIiIg%2BK0T2iY%2BPx5UrVzAwMDDmsSJTNTU1IS0tDRaLZaaGGZD8/fPg4CBu3boV9P3xWNgEnYiIiB51ItcolUqUlZVhYGBgzGLz4jifz4eWlhbcvn0bH330ES5duoTy8nK0trZiYGBAOkZksmD3Fvf3%2BXwICwvDl770JezYsQMrV64E8OmejrHyl7zofWxsLFQqFe7evQuHwzHqHPFMLpcLmzdvRlRU1MR%2BLCIiIqJHgHjXa7PZUFVVBQBB58xcLhdu3LiByspKXL16FU1NTTh//jxOnDiBEydO4Ny5c%2Bjs7ITT6fSroTIWef4DgOzsbGzZsgVf/epXkZWVBZPJJH0varqI8%2BQ5My4uDiaTCT09PXjw4EHAe4njtVotNmzYMKtrFYmIiIhmimiCXlRUhK1bt/rtb5DPpSUnJyM8PBxdXV3o6emRvg%2BETdCJiIiI5jeR2ZKSkrBs2TKkpaXBZrNhcHBQmtcLNTPJ3wM7nU7cvHkTTU1NsFqtyMnJCbq/NjIyEtHR0bhy5UrAfCfu39bWhrCwMOTn5zPHEREREREREdGksAE6EREREREREdEjRCxYyc7ORllZGfr7%2B6Xv1q9fj%2B9%2B97vQ6XRBryFvEv6rX/0K5eXlAOBXkEr8bTAYsHv3bqno/GQpFApoNBo0NDSgvr5eehadTgedTgen0ykdF8q1xDj37t2L/fv3j3ouIiIiokeFWPxsNBpx7do1KTeNJF%2BQPDQ0hLS0NERGRs7waP2JbKdQKHDu3DnYbDa/vBcWFgaPx%2BN3bCBqtRo2mw2lpaVYs2YNzC9o3woAACAASURBVGbz9A6ciIiIaBYEaoI%2BXkGB6WiCDgBNTU2oqKgYswiruL5KpUJ%2Bfj6MRuND3Q8AqqqqcPr0afT29kr3Fc8YHx%2BPxx9/fEruQ0RERDRXiCboHo8H9fX1ITdBV6lUcDqdqK2txapVq6DX62e1oBSboBMRERGFxmg0Ij8/H21tbRNugg4AXV1dyM3NRVJS0qwXlhfF8SMiIlBaWgq32x3wOPFsRqMRGzduZPEsIiIi%2Bkzyer3QaDTo7OxETU3NmM0wxWdOpxM%2Bnw9paWmz/n5U5DeDwYDS0lK4XP%2BfvTsNjqs80z5%2B9S51a2ktluRFu2whyZYt24BlY2Mb75gwDiGBAAmEBBgyU2QqlUwqKWZ4M5WkUpMPk8lkZopMgEnIMoFMFghLiHEIeMHGGO%2B2LNmSJWvf1Vpb3f1%2BYE7Trc0tWbYW/39VlO0%2Bp885zae7nnM/9%2BUNOx4VFTVqLRiKEHQAAHA9iImJkdvt1oEDBy7b%2Bxe6z8I4z2w2B9%2B9Xm7NMDR0PRAIKDk5WSUlJXr00Ud14403BvdbGNe9nNAQo/T0dFVWVqqqqmrEes1iscjv96u0tFQpKSmXvTYAAMBsY9RIdrtdf/nLX%2BT1esd872sca21tVV1dnc6cOaPKyko1NTWpr68vrHa8XB0Yeh%2B73a7169froYce0rJly%2BR0OsPeI4%2B29hZa%2B6WkpKivr0/Hjh0b8XzjXn19fdq0aZNsNhtregAA4Lpgt9uVmpo6Yu0zNATd6XSqpaUlGIIeyZ5gQtABAABmlqF10Pz581VQUKCFCxequrpaHR0dwWPj2SNinNvQ0KATJ07oxIkTyszMlMPhkM1mG/E7iYmJ6ujoUFVV1Yj3Ma7p9XqVm5ur%2BPj4cfxSAAAAAACADxGADgAAAAAAMIsYDcsOh0MDAwM6d%2B6cnE6ntm3bpocffliSLtvQbBz7/e9/r5dfflnSyI0yZrNZy5cv1/bt25WUlHRFz208U319vY4ePRoc3LVmzRrdddddqq2tlcfjGXOw/9DP77rrLt1zzz3B6zMIHwAAzEahw6kOHz6szs7OUYegGtra2hQTE6Ps7OxRG5mvlUAgIJfLpaamJpWXl4eFZRYUFMjn86m3t1fSyEMVzGZzMCR93bp1uu2229gYBwAAZq2hIehjrfNdjRB0YwhBIBDQO%2B%2B8ExxYMJRx7aamJsXHx6ugoCDs%2B%2BO9X19fn1588UUdO3Ys7PpGzbtmzRqtW7du3L8HAABgurPb7crJyVEgEFBFRUVEIehGDdXT0yOz2ay8vLwpXwMMDUHPzc1VTU3NuEPQDx8%2BrNLS0ikPdAcAALiaXC6XFi1apLq6OjU2NkYcgm42m%2BX1enX69GndfPPNiomJmfKaKRAIyO12q6amRtXV1SP%2BjtDAzFtuuUVWq5U6DwAAXHdMJpNMJpOioqK0Z8%2BeMYfKG%2Bts9fX1Sk5OVk5OzpTvkQgEAoqJidHp06fV0NAQFvBUUFCg7u5uDQwMRHQdQtABAMBsl5KSot7eXpWXl49Z94UyjkcSeCmF77ENBAK64YYb9JnPfEbr169XWlrasID1SIX2Hc6ZM0d79%2B6Vz%2Bcb9kzGv1esWKEFCxZEfH0AAIDZJiEhQbGxsXr//fcvGyQZKnS9L7Suuxxj7VCSbrnlFt1xxx3atWuXXC6XLBZL8JxIhAZY5uXl6cyZM6qvrx/xXIvFoqioKO3YsWPK%2BxQBAACmi7FC0Md6B0oIOgAAwMxn1EROp1Pz5s3TunXrZLfbFQgE1NTUFKyzIn1XHPput6mpSUePHlV7e7vi4uKUkJAw7FzjXqdPn1ZfX9%2Bo92lubta8efO0cOFC6jgAAAAAADBuBKADAAAAAADMMsYQrLi4OPX392vVqlXatWuXpMiDwMvKyvSrX/1KHo9nWJCR0cQSGxur%2B%2B67Tzk5OZPyzJLk8/n05z//OXiPhoYGffazn9WiRYtktVrV2NgY1khj/BaLxRL8bampqdq1a9e4fzMAAMBM5nK5FBUVpUOHDo3ZUGwEhldWViozM1Pz58%2B/apvdImHct6amJhhoKUkOh0Pbtm1TcnKy6urq1N/fH3a%2BpLA6ddOmTXrkkUeo%2BwAAwKw3NAQ9koECkxWCbpzvcrn01ltvyePxjFl3BgIBnTx5UvPnz1d6evq4hhiEruk9//zzevPNN8OuazxPYmKidu3apZSUlCmtawEAAK4WIwRdUsQh6NKH7127uroUGxuruXPnBoeYThWjFoyPjx93CLrdbld7e7t2796tbdu2MSgVAADMai6XS/n5%2Baqvr484BD0QCMhisainp0eNjY1asmSJoqKipnQQlXHfS5cu6eTJk5etX9evX6/o6Ohr8WgAAADTUnJysvr6%2BlRWVjZm7WQ2mzU4OKiysjLl5eUpNTV1yvv/zGazysvLVVFREfzc6XRq165dslgswUH5l0MIOgAAmO0sFotcLpdaWlrU0NAQcQh6JIy6zHj/mp%2Bfr40bN%2BqLX/yiUlNT5XA4guddyT2kD%2Bu23bt3B/d4hDJ%2BjxG4DgAAcD0y1rTcbrc8Ho%2Bqqqoirv3GUxsaNWAgEJDNZpPb7dZjjz2mzZs3a%2BHChZI04bXD0D0nXV1dOnr06IjPbzzD1q1bZbfbx30fAACA2WqsEHTj%2BEhmWgh6f39/WAg6AADA9S60JvL7/bLZbMrPz9fy5ctls9nU0NCg/v5%2B%2Bf1%2BWSyWca0Hms1mdXd3q7KyUu%2B%2B%2B67cbrcSEhLkcDhkMpk0ODgos9ms%2BfPnq6WlReXl5SP23xm13qlTp1RcXKykpKRJ%2B/0AAAAAAOD6QAA6AAAAAADALBUbG6u8vDwVFRVJiiwI3Ghyfvvtt/Xuu%2B8qEAiENcUYjdWSdP/996u0tHRSn7m1tVV79uwJa4K%2B6aablJubq7y8PBUXF6upqUmDg4Pq7e0Neza73a7t27dr%2B/btWrt2bcS/GQAAYLZwuVyqqalRQ0PDZTe8eb1eHT9%2BXEuXLlVCQsKUDUE17uvxeLR///5gDTg4OKi0tDQ98MAD6u/vV0tLi7q7uyV92EBtbNCTPgw/f/jhh6n7AADAdWNoCPpYtdxkh6Abm%2Bza2tp07ty5sPXCofc1NtwdPnxY6enpmj9/fsQh6MbxX/ziF3r55ZclKWxAq/GbFi5cqJ07d8pqtTIgAQAAzFp2u13Z2dmSIgtBN%2Bqirq4utbS0KDU1VSkpKVNeL00kBN0IdJKkW2%2B9VTfffPO1elwAAIApExqC3tDQEHEIuiR5PB45HA5lZmbKZrNdq0cexlh79Hq92r9//6jriNKH653bt2%2Bf0ucFAACYLs6cOaOenp4xB8pbLBYNDAzoyJEjWrlypeLi4qa8/6%2BqqkonTpwIPvfAwIAyMzN17733qqamRrW1tRFdjxB0AAAw2yUlJcnhcKipqUmtra2TEoJufN8In7z77rt1xx13BPf%2BTmat6PP5ZLPZdODAAbW3tw%2B7rslkkt1u15133qnY2NhJuScAAMBMY9RI0dHRioqKUnNzs5qamial9pPC679AIKB58%2BZp48aNuv/%2B%2B1VYWCiHwyHpo70kV/o7ent79c4774y6Xmm1WrVt2zbZbDbW8QAAAEJcLgT9ciHjMyEEvbq6Wq2trSooKJDT6Zz05wIAAJjJjHrQbDYrKipKixcvVlZWlpKSklRRURHcN2ucezmha4L9/f06dOiQWlpa5PV6lZmZGazRTCaTCgsLde7cOTU2No54HbPZLJ/PJ5/PpxtuuCG4pggAAAAAABAJAtABAAAAAABmsfFuTjOZTKqvr9e///u/a2BgYFgTstEYU1JSol27dsnhcEzqQKn%2B/n698cYbwev5fD6lpaUpPz9fNptNycnJWrNmjYqLi5WRkaFFixYpJydHmzZt0ic%2B8QmtXbtWqampkgg/BwAA1x%2Bn0ymPx6OjR48Gh1eNNQS1v79f77//vm666SbFxMRMyRBU434tLS166623wj4LBALatGmTcnNzZbFY1NbWpo6OjuAxifBzAABw/Roagj7WGt1khqCH1mpvv/12RIMMfD6fDh8%2BrNTUVGVkZIRdI/Teoc/i9Xr1s5/9TC%2B99JKk4eHnfr9f8fHxeuKJJ5SYmDhlA/0BAACulYmGoLe1tamlpUWZmZlyu91TXjONJwQ9tAa844479NBDD0ma3AH9AAAA05XT6Rx3CLr0Yf9de3u7kpOTlZaWNmXvUY16ra%2BvT3/6059GrPcMUVFR2rBhg6Kioq7V4wEAAExLaWlpamxsVHl5%2BWXf/1osFvX19emDDz7QihUrprz/79KlSzp8%2BLCkjwb1R0VFad26dSouLlZNTY3q6uoiHtRKCDoAAJiNQsOOHA6HOjs71dzcPKEgzNDzjfevt956q%2B655x6tX79e8fHxwWOTuUZoNpvV3d2tP/zhD%2Brt7R12PBAIyGazacuWLYqJiZm0%2BwIAAMw0Ru2Xmpoqh8OhpqYmtbW1XXEIemhPXXx8vJYtW6YvfvGLWrZsmRITE8PW0a50Pc24VkdHh/bu3Tvsna/JZJLJZFJmZqZ27NgxKfcEAACYbcYKQY90T/B0DEE3fpck3XTTTVq1atWkPw8AAMBsYNRtRg2XkpKixYsXq6SkRK2trfJ6verp6QmutUVa5xl1WnV1tU6cOKHa2lotXLhQNptNZrNZJpNJVqtV5eXlo77XlaTu7m4VFRUpKSmJfbsAAAAAACBiBKADAAAAAABcByJpJDEaTl577TV98MEHslgsI25Ck6TS0lKtWLEi4mtHqrm5Wbt37w5rcM7JyQlrvrZYLHK73crNzVVBQYGKi4uVmZmp%2BPj4Sd2QBwAAMJMYddDChQtVVVWlS5cuRTQEtaenR6dPn1ZJSYlcLteUNSHX1NRo7969YZ/19/dr/fr1iomJUXZ2tmJiYuTxeNTU1CRJ2rx5M%2BHnAADgujZSCPrlwsgnIwRd%2BnD4fm9vr86dOxfRoIXBwUG9%2B%2B67stlsio2NVVxc3LAgdJPJJK/Xq%2BPHj%2BvXv/61du/eLSl8SJexbhgVFaWdO3dq%2BfLlMpvN1IQAAOC6MNEQ9ObmZjU1NSkjI0Px8fFT/h41khD0oeHn999/vyQFgz8BAACuB%2BMNQTfqvM7OTrW1tSk7O1sJCQnX8pGHaW1t1RtvvDHiMeN5MzMztXnzZuo8AABwXTPemRYWFurcuXNqbGyUNPqeCOM9rMfjUXl5uZYuXTql/X8VFRV6//33g88mST6fT%2BvXr5fL5VJJSYnOnz%2BvhoaGiAKeCEEHAACzUWjYUUZGhhISEuTz%2BVRTUxMWVD5SzWN8ZtRSRj01f/58FRYW6m//9m918803a968eZLCe/Imi3HNzs5OvfHGGxoYGBjxGRcvXqxt27ZRuwEAgOtaaO2Xnp4up9Mpj8ejxsbG4N7e8YSgD60DN2/erO3bt%2BsTn/iEXC6XrFZr8L6TxXj%2BsrIy7du3b9RrL1q0SKWlpdR/AAAAoxgrBF1SRHuCp1MIeuhej4997GO67777gs9LTQgAADCy0DrJ7/crMTFRS5cuVW5urjwej%2Brq6oLHI1k7DK29vF6vqqqqdPbsWfl8PiUlJcnpdCo%2BPl6VlZW6dOnSiNc0mUzq6elRQ0OD1q1bF6z7qOkAAAAAAMDlEIAOAAAAAAAASR81xbzwwgtqamoateklKSlJjzzyiKKjoye9QeX06dM6cOBAWONzYmKiVq1aFdEwe5plAADA9Sp0k9q8efNUXl6u9vb2Mb9j1HLt7e26ePGilixZIqfTeU2HoBr3OnHihI4cORKsAc1msywWi3bs2CGHwyGz2az58%2BcrNTVVra2tys/P1yOPPMIQfAAAcN0bGoI%2BVi032SHoUVFRqqqqUltb25jnhQ7oOnHihC5evKiLFy/K7XZrcHBQPp9PTU1Nunjxon72s5/prbfe0unTpyWFD0MwmEwmLV68WDt27FBCQgJrggAA4Loy3hB041hDQ4MaGxtnRAi6xWIh/BwAAOD/TDQEvbm5WS0tLSooKJDT6byWjyzpo/fATU1N2rt3rySN%2BszZ2dm65ZZbruXjAQAATDvGepnVapXL5VJFRYW6u7vH/I5RXxlB4YsXL77m/X/G%2BuSBAwd09uzZsCGodrtdt99%2Be/DvK1eu1NmzZ9XU1EQIOgAAuG6Fhh2lpaUpJydHaWlpOnPmjCSFvf81m83Dhswbn8%2BdO1cbN27U3Xffrdtuu01ut1tmszl43tWomYxrvvrqqzpy5Mio91i2bJlKSkom/f4AAAAzzdAQ9KSkJNlsNl24cCG4Nmb0ww2trYzazjgvEAjI7XartLRUn/rUp3T77bdr/vz5knTV1gONa77//vs6fvz4sOPGHpENGzZo0aJF13RdEgAAYKYZKwR9pJBxw3QLQQ/d78teDwAAgIkxakOHw6HU1FTdcsstiomJkdlsVl1dXbAujLTWM2q11tZWVVRU6OzZs8rOzlZqaqry8vL09ttvq7%2B/f1jNaTKZZDab1dzcrOjoaC1atIj1PQAAAAAAEBEC0AEAAAAAABB08uRJ/fa3vx3znISEBG3cuFEOh2PSG1ROnjypDz74IKw5xul0auPGjQyrAgAAuAyjVnI6nerv71dlZaUGBgYi%2Bm5zc7MuXbqkwsLCazoE1bjHH/7wB1VXV4cNbggEAtq6dauio6ODm%2BHmzJmjkpISrV27ltoQAADg/wwNQY904MGVhqAnJyerq6tL5eXlGhwcHPO7ofdtbm7WuXPntHfvXu3evVvvvPOOXnnlFb399tuqrq6Wx%2BORNDz83Pi%2B2%2B3Wvffeq0WLFo3j/xIAAMDsMZ4Q9NA6bCaEoLe3t2twcFASA7EAAAAM4w1BN47V19ersbFRS5YskcPhuMZP/WG999Zbb%2BnYsWMjHjcG4q9fv1433HAD/YEAAOC6Z9RC8fHxam1t1cWLF%2BXz%2BSL6blNTk2pra695/5%2BxZvfKK6%2Bovr4%2BrP/PYrFo%2B/btstvt8vv9stvtuummm3Ty5Em1tLQQgg4AAK5boWFHLpdLeXl5KikpUWZmpvr7%2B2WxWNTV1RUcOO/3%2B5WUlKTc3FwtXbpUn/70p7V161aVlpbK7XYH19mu5vtU43n7%2Bvr0xz/%2BUbW1tSPWZG63W5/%2B9KeVmJhI3QYAAKDw2i8lJUWFhYVKT0/XpUuX5Pf7h%2B3/NdbMjP8kqaioSMuWLdNjjz2mVatWKT09fdg9rpbW1lb96le/Ultb27D1vEAgIKvVqvvuu29a9CMCAABMd5cLQR%2BtnpouIehWqzX4/pq9HgAAAFfGqOGMem7hwoVavHix0tPTVVlZqcHBwTH3DYcKrSX7%2B/vV2Niot99%2BWw6HQ5mZmcrOztaRI0fk9XqH1Y7GOqTJZFJRUZGio6OvWe8hAAAAAACYuQhABwAAAAAAQNCpU6d08ODBEZtcjCaUZcuWae3atZN6X7/fr0AgoBdffFH19fXBZm1JSk9PJ%2BASAABgHCwWi9LS0lRVVaXa2tqIm5ibm5tVV1engoKCazIE1Wh87urq0quvvqq2trbg/YzG6G3btsnlcoU9x1QM5wcAAJjuhoagj1XLTUYIunFeQUGBampqdPHixcsOKTBqUuP6Pp9P/f396u7u1uDg4LAhDaE1rMVikd/vl8Vi0SOPPKIbb7wxeA7rhgAA4Ho0G0PQ8/LyVFVVpaamJu3cuVMPPPCAJAZiAQAASOMLQQ%2Bt/2pra9XQ0KDly5fLarVes%2Bc16sw9e/aoqqpqxLrTGIr6yU9%2BUomJiVNemwIAAEwXdrtdGRkZKisrU3NzczDQciyBQCAYgn6t%2B/%2Bampr02muvyePxhPX/SdKWLVtkt9uDwZ0Oh0OrVq0iBB0AAFz3htYybrdbOTk5uvXWW7Vx40atXbtWW7du1bZt27Rt2zbt3LlTmzdv1rJly5SamhrcY2HUfFe7NjKuv2/fPv32t78d9huMui41NVXbt2%2BXw%2BGgXgMAAPg/oXWRzWZTRkaGVqxYoRUrVshutyslJUVms1kOh0MpKSmaO3eusrKygjXgPffco6VLlyo2NlZms/ma1FlGnXn%2B/Hn96U9/0sDAQNg6nlH/FRcXa9OmTdfsuQAAAGa6sULQjeMjmQ4h6H6/XxLh5wAAAJMptD6MiopSVlaWFi9erISEBDU3N6urqyt4biS9dtKHs1m8Xq9Onjyp6upq2e12JScnq6qqKljThd5fkhoaGuR2u5Wfn886HwAAAAAAuCwC0AEAAAAAABBsevnzn/%2Bs8vLyMZtbsrOzdeONN07q0CiTySSfz6ff//736uzsDLt2amqq1q5de9UHcAEAAMwmUVFRysvL03vvvafu7u6IhqD6/X41NjaqurpaRUVFV30IqnHdQ4cO6fXXXw/73Gw2KzExUTt37pTVaqUOBAAAiMDQEPSx1u%2BuNAQ99Lybb75Z5eXlqqurG9ewgkg210kKDsOXpMcee0xr164Nfp86EQAAXM9mWwh6XFycsrOzlZWVpV27dkliIBYAAECoiYagX7p0SfX19Vq2bNk1DUE/deqUfvrTn464jmfUeMuXL9dtt93GO2EAAIAhjNpv37596uvrG3f/X2FhoVwu1zXp/zt48KD27NkT9rnJZNKcOXN0%2B%2B23y2KxBD8jBB0AAGB0Ru1msVgUGxuruLg4xcTEKDY2Nrh%2BZtRARh10Leuh8%2BfP69lnn5XH45HFYgn29BnPZTab9dBDDyk3N5daDQAA4DKcTqeSkpJUUlKiVatWadOmTdq8ebO2bt2q9evXa/Xq1crJydHcuXMlfbTmdi1qLKO2GxgY0A9%2B8AM1NDSEreEZ9Z8kbd68WYWFhdR%2BAAAA43C5EPRIegKvRgj6SGt6Rgh6U1OTqqurCT8HAAC4CowazKjH3G63Fi1apNWrV6ujo0Ner1cejydYD16OcZ7P51NDQ4POnTunzs5Oeb1eDQ4ODjvfqDErKiq0aNEizZkzZ9J/IwAAAAAAmF0IQAcAAAAAAECw6eX1119XXV3dmAOkkpKSdMstt4R9bzLs2bNHe/bsCTbAGH9mZGRo9erVNDwDAACMU0xMjAoKCrR3714NDAyMawhqZWWlioqKrvoQ1NraWv3yl78cNsg0EAgoNzdXmzZtYvgBAADAOFzrEHQjZHPt2rU6e/asGhoaJrV%2BCx2O9cgjj2jjxo3BZ6dOBAAAmH0h6G63Wzk5OZIYiAUAADCSiYag19TUqK6uTkVFRXI4HFf9Obu6uvTaa6/pwoULYWt8EgPxAQAAIhUbG6tFixbpwIED8nq9EfX/GWt/FRUVWrx4sWJiYq5q/19NTY1%2B/vOfq729fVhdmpOTow0bNoTdmxB0AACA0Q2tm0Y6NlW1T2trq1599VWdPn1aPp8vrHYzarklS5Zo06ZNcrlc1GgAAAARCA0Ulz4MlzQMXdO7lvWVyWTS4OCgfve732n//v3BNb2hioqKdN9998lms7FOBwAAME5jhaCH9v0NdTVC0Nvb2xUVFRX2TKGMEPSMjAzt3LlTEns9AAAArobQOiwQCCg6OlorV65Uenq6oqKiVFFREawRL9dvZ9R1gUBAPp9P3d3dI4afG%2BcafzqdThUWFspisUziLwMAAAAAALMNAegAAAAAAAAI2r9/v2pra8dsZE5JSdHatWsnfQPam2%2B%2BqfPnzw9rpFm/fr1uuOEGGp4BAAAmICEhQRkZGTp8%2BLC8Xm/Eg0IbGxt16tQpLV269KoNQR0cHNT%2B/fu1f/9%2Beb3e4HMZg1qXL1%2BuZcuWMfwAAABgnK5lCLrZbA6GbK5bt06VlZWqra0NO365%2BnMkofeNiorSI488og0bNkhiOAIAAMBQsykEfax/AwAA4EMTDUG/dOmSamtrlZWVpZiYmKtSbxlrimfOnNHvfvc79fb2jnruihUr9NnPfnbUwakAAACQkpOTNXfuXB05ciTi/j9Jam5u1rFjx7R06VLFxsZelXrL6/Vq3759evfddzU4ODhq/99IYU2EoAMAAMwcXq9Xhw4d0iuvvKLe3t6w2stsNgfDMHfu3Kni4uKpekwAAIAZx2QyBWur6dQ7FwgEdOTIEb3%2B%2Butqb28ftmZnNptlNpu1YcMGFRUVyWw2sz4HAAAwAZcLQY9kT/CVhqCXl5frF7/4haxWq%2BbPnz9qL5/NZlNGRoYk9vcCAABcC0ZtZzablZKSouXLl2vBggUKBAJqbm7W4OBgsCacjLU5Y27MuXPnVFpaqvj4%2BEn4FQAAAAAAYLYiAB0AAAAAAABBBw8eVE1NzZhNLO3t7SosLFRycvKk3ffIkSP6yU9%2BIknDNumtW7dOmZmZk3YvAACA601aWpri4uJ0/PjxsMblsZhMJrW3t%2BvAgQNavHixEhISJu15jE1zFy5c0HPPPafOzs6wZzI23D3wwANKTk5m%2BAEAAMAEjBSCHkkI0pWGoK9Zs0bd3d1qbW1Vb2/vmPcd63qBQEA2m01ZWVl68MEHtXr1akkMRwAAABjNbAlBBwAAQGQmGoJeV1enS5cuKTk5WW63OxhOORl1oM/nk8ViUVNTk77//e%2Brubl51GdKTEzU9u3bg32B1KEAAACjmzt3rlwul06dOhVx/5/ZbFZHR4f27dunG264YVL3foT2//3kJz9RV1fXsP4/k8mk%2B%2B%2B/f9T%2BP0LQAQAAZo7jx4/rpz/9qdrb28PqNSMMSZLWr1%2Bve%2B65R5KozQAAAGa4hoYG/fa3v9WZM2ckhb/LNZvN8vv9Sk9P18MPPyyHwzFVjwkAADArjBWCbhwfyWSEoLe2tuqll17SoUOHVFNTI7fbPWYIeugzAwAA4Ooz6i6jvktPT1dBQYGKiop04cIF9fX1yefzSdK4Z7oMZXzf5XLpr/7qr1j3AwAAAAAAYyIAHQAAAAAAAEHvvvuuampqLnteZmam8vLyIm52HktjY6N%2B97vf6dKlS7JYLPL7/cFjKSkpuvfeexUVFXVF9wAAALieGZvdHA6Hzp49G/EQVIvFop6eHh04cECpwuelhwAAIABJREFUqalyu92y2%2B2SJj6Uyhi839raqn/%2B539WY2NjcOiB9FEjdGFhobZs2SK73c4GOAAAgAkaGoI%2B1lreZISgG%2BctW7ZMMTExwUAlo%2B4cqwY1jhnXiYuL08aNG3XnnXdq8eLFYc8IAACAkRGCDgAAcH2ZaAh6Y2OjqqurJUlpaWlyOBxX3Afo9/tlsVjk8Xj0T//0T6qrqwt7D2wwnmHlypW64447ZLPZqD8BAAAuw2w2Kz09XXa7PeL%2Bv0AgIIvFor6%2BPh06dEgJCQmKj48P7su42v1/ixYt0pYtW%2BRwOMYcjE8IOgAAwPRWVlam//iP/1Bzc3NY3Rcafp6fn69PfvKTcrvdwXoRAAAAM1N7e7t%2B%2Bctf6sCBA5LC94CE7vV44oknlJaWNinzZgAAAK53lwtBj6QncLwh6D6fT4cOHdLrr7%2Bunp4edXZ2qra2VvHx8RGFoAMAAODaCa3NoqKilJqaqlWrVik2NlZer1fNzc0RzXQZjcVikc/nU2pqqr773e8qPj6edT8AAAAAADAmAtABAAAAAAAQbGhpaGjQ8ePHR21cMTalVVZWavXq1XK5XFfUqOz3%2B3XgwAG9%2Beab8nq9wxpn5s%2Bfr3Xr1gWDNgEAADAxFotFmZmZslqtOnfu3LiGoPb39%2Bvo0aPy%2B/1yuVxKSEiIOAhz6PXMZrM6Ozv1zW9%2BU7W1tbJYLCMOwdqyZYuKi4tpggYAALhCQ0PQx1rLu9IQ9NDzsrKytHjxYiUnJ6uhoUEDAwMaHBwMnid9WKMa9zPqQLfbrczMTP3N3/yNbrrpJqWlpQWfjdoQAADg8ghBBwAAuL5MNAS9vb1dFy9eVF1dnXJzc%2BV0Oq/oOUwmkxobG0d8D2wwPsvIyNCXvvQlOZ1OBmMBAABEyGq1KjMzU2azWeXl5ePu/zt%2B/Lj6%2B/vldDqVlJQ04YH1JpMpov6/zZs3q6SkJOJ3zA6HQ6WlpRMOQc/OziYEHQAAYJJVVFToX//1X9XU1BQWfh4qKSlJW7Zs0dKlS2U2m6nFAAAAZrCBgQE9//zzeuuttyQprAY01v6ioqK0Y8cOrVy5UlarlfoPAABgkowVgh7a9zfU0BD0gYGBiOa0lJWV6ZlnnlF7e3vwnW9HR4fq6%2BsVFxcXDEEHAADA9BBam/n9fkVHRys3N1erV69WIBBQV1eXurq6gj2DkYagh4aff/Ob35Tb7ZbP55PFYrlaPwUAAAAAAMwCBKADAAAAAAAg2NDS19end955Z9SGFaOhpbe3V62trSoqKpLD4Rj3oChjcGllZaWeeeYZdXR0hDVZG43Vn/nMZ5STk3PlPxAAAADBIagmk0kVFRURD0E1m83yer2qqKhQTU2NrFarMjIygvXfWEPpQ%2BtEk8mkmpoaffvb3w4OP/X5fMFjxnOsXLlSn/vc54Z9HwAAABNzrUPQjetHRUUpLy9PS5cuVXFxcXCgvsfjCdaBVqtVFotFeXl5Ki0t1cc//nF97GMfU0pKiux2e9h1AQAAEBlC0AEAAK4v4w1BN%2Bq83t5eVVVV6dChQ0pPT5fL5QquyV3uPW3o8Z6eHp06dUrf//73VV9fH/Ye2GB8NmfOHD355JNyu93B5wQAAEBkbDabsrKyJtz/V1lZqYqKClksFmVnZ4%2B7/0%2BSqqur9Z3vfGdY/1%2BokpISPfTQQ8GApEhD0O12%2B4RD0GtqapSTk0MIOgAAwCTw%2BXw6efKkfvjDH6qxsXHU8HOr1arS0lJ97GMfk91upw4DAACYwTwej372s59p9%2B7dkjRiDWg2m1VcXKzt27crMTFxKh4TAABgVpusEPSuri7dcMMNstlskhR8ryx9%2BG743Llz%2Brd/%2Bzc1NzeHvdMNBAJqa2tTXV2diouLFRMTc01/PwAAACJjvJM1m82yWq1asmSJsrKylJKSolOnTgXX9Uwm05jvbwk/BwAAAAAAE0UAOgAAAAAAAILsdruOHj0qj8cTFkIZyvjM4/EoEAgoKytrXAMKjMGlLS0t%2Bu53vztsCILRTJ2RkaHbbrtN8fHxk/sjAQAArmM2m03Z2dmyWCwqLy8f1xBUn8%2BnpqYmHTx4UN3d3XK5XEpMTAxudjPqQb/fPyz4vLGxUe%2B9956efvppNTQ0jDr8NDk5Wdu3b1dGRgYDsAAAACbRSCHokQw8mGgIunEdk8mk2NhYpaWlqbS0VLfddptKS0u1YcMGrVu3Ttu2bdPOnTu1detWlZSUaM6cObJarRHdBwAAAKMjBB0AAOD6Mp4Q9FBms1kej0cHDx5Ue3u7AoGA5s%2BfH6wDfT5fcPCV3%2B8PXtc4XlFRoT179uiFF15QS0vLmOHnycnJ%2BupXv6q5c%2BcSfg4AADBBRv%2BfzWbTuXPnxt3/197ersOHD6u1tVUWi0Wpqalhw%2B6H1n3Sh%2B9/6%2BvrdejQocv2/yUlJWnr1q3BgPVI1xevNAS9o6NDp0%2Bf1g033MD%2BEwAAgHEK3bfR1dWlI0eO6JlnnlFTU9OowZeBQEDFxcX6/Oc/L6fTyXofAADADBNaAzY3N%2BvnP/%2B53nzzTUnDw8%2BN89LS0vSpT31KeXl51/6BAQAArhOTEYJeUVGh2tpa2e12paSkyGq1SpIaGhp05MgR/fjHPx629hf6Xnf16tVas2bNtfnBAAAAuCJGz19ycrIKCwtVXFysgYEB9fb2qqenJ1gjDu3jI/wcAAAAAABcCQLQAQAAAAAAEBQdHa2qqiqdP3/%2BsoOi%2Bvr6gkOlFixYILvdHnEAUmtrq771rW%2Bprq5OFoslrBHauO%2BOHTt08803T84PAwAAQJAxBDUqKkpnz57V4OCgLBbLZYegSh8NqyovL9fp06d1%2BvRppaamKhAIyOl0SlLY4NLu7m4dPnxYL774ov785z%2Brvb19zCFYpaWl2r59u6xWK%2BFKAAAAk2xoCPpYa3lXGoIuhQ89MOpJIxDd7XYrKSlJ8fHxYXWkcW1qQQAAgCtHCDoAAMD1ZSIh6EYd6PV6VVlZqX379qmpqUnt7e2aO3euLBZLcIiVyWQKhhidOXNG%2B/fv149//GOdOnUqOBxr6HtgYzDWnDlz9JWvfEVZWVnBewIAAGBijP4/p9OpM2fOTKj/78KFCzpx4oSOHj2q%2BPh4BQIBxcXFSQqv%2B9ra2nT48GH9z//8j/7yl7%2Boo6NjzP6/VatWaefOnbLZbOP%2BXRMNQbdarfJ6vQoEAtqyZYtcLte47w0AAHA9M94H19TUaPfu3frNb36jtra2Udf7/H6/srKy9OUvf1mxsbGEnwMAAMwwRv3m8/l09uxZ/frXv9be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class=&quot;img-responsive center-img&quot; alt=&quot;Matrix&quot;&gt;\n",
-       "            &lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "    &lt;/div&gt;\n",
-       "\n",
-       "    &lt;div class=&quot;row header&quot;&gt;\n",
-       "        &lt;a class=&quot;anchor-pos&quot; id=&quot;sample&quot;&gt;&lt;/a&gt;\n",
-       "        &lt;h1 class=&quot;page-header&quot;&gt;Sample&lt;/h1&gt;\n",
-       "    &lt;/div&gt;\n",
-       "            &lt;div class=&quot;row variable&quot;&gt;\n",
-       "            &lt;h2 class=&quot;indent&quot;&gt;First rows&lt;/h2&gt;\n",
-       "                &lt;div id=&quot;sample-container&quot; class=&quot;col-sm-12&quot;&gt;&lt;table border=&quot;1&quot; class=&quot;dataframe sample table table-striped&quot;&gt;\n",
-       "  &lt;thead&gt;\n",
-       "    &lt;tr style=&quot;text-align: right;&quot;&gt;\n",
-       "      &lt;th&gt;&lt;/th&gt;\n",
-       "      &lt;th&gt;average_montly_hours&lt;/th&gt;\n",
-       "      &lt;th&gt;department&lt;/th&gt;\n",
-       "      &lt;th&gt;last_evaluation&lt;/th&gt;\n",
-       "      &lt;th&gt;number_project&lt;/th&gt;\n",
-       "      &lt;th&gt;promotion_last_5years&lt;/th&gt;\n",
-       "      &lt;th&gt;quit&lt;/th&gt;\n",
-       "      &lt;th&gt;salary&lt;/th&gt;\n",
-       "      &lt;th&gt;satisfaction_level&lt;/th&gt;\n",
-       "      &lt;th&gt;time_spend_company&lt;/th&gt;\n",
-       "      &lt;th&gt;Work_accident&lt;/th&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "  &lt;/thead&gt;\n",
-       "  &lt;tbody&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;0&lt;/th&gt;\n",
-       "      &lt;td&gt;157&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.53&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.38&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;1&lt;/th&gt;\n",
-       "      &lt;td&gt;262&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.86&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;medium&lt;/td&gt;\n",
-       "      &lt;td&gt;0.80&lt;/td&gt;\n",
-       "      &lt;td&gt;6&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;2&lt;/th&gt;\n",
-       "      &lt;td&gt;272&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.88&lt;/td&gt;\n",
-       "      &lt;td&gt;7&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;medium&lt;/td&gt;\n",
-       "      &lt;td&gt;0.11&lt;/td&gt;\n",
-       "      &lt;td&gt;4&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;3&lt;/th&gt;\n",
-       "      &lt;td&gt;223&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.87&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.72&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;4&lt;/th&gt;\n",
-       "      &lt;td&gt;159&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.52&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.37&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;5&lt;/th&gt;\n",
-       "      &lt;td&gt;153&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.50&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.41&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;6&lt;/th&gt;\n",
-       "      &lt;td&gt;247&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.77&lt;/td&gt;\n",
-       "      &lt;td&gt;6&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.10&lt;/td&gt;\n",
-       "      &lt;td&gt;4&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;7&lt;/th&gt;\n",
-       "      &lt;td&gt;259&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.85&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.92&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;8&lt;/th&gt;\n",
-       "      &lt;td&gt;224&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;1.00&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.89&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;9&lt;/th&gt;\n",
-       "      &lt;td&gt;142&lt;/td&gt;\n",
-       "      &lt;td&gt;sales&lt;/td&gt;\n",
-       "      &lt;td&gt;0.53&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.42&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "  &lt;/tbody&gt;\n",
-       "&lt;/table&gt;&lt;/div&gt;\n",
-       "        &lt;/div&gt;\n",
-       "        &lt;div class=&quot;row variable&quot;&gt;\n",
-       "            &lt;h2 class=&quot;indent&quot;&gt;Last rows&lt;/h2&gt;\n",
-       "                &lt;div id=&quot;sample-container&quot; class=&quot;col-sm-12&quot;&gt;&lt;table border=&quot;1&quot; class=&quot;dataframe sample table table-striped&quot;&gt;\n",
-       "  &lt;thead&gt;\n",
-       "    &lt;tr style=&quot;text-align: right;&quot;&gt;\n",
-       "      &lt;th&gt;&lt;/th&gt;\n",
-       "      &lt;th&gt;average_montly_hours&lt;/th&gt;\n",
-       "      &lt;th&gt;department&lt;/th&gt;\n",
-       "      &lt;th&gt;last_evaluation&lt;/th&gt;\n",
-       "      &lt;th&gt;number_project&lt;/th&gt;\n",
-       "      &lt;th&gt;promotion_last_5years&lt;/th&gt;\n",
-       "      &lt;th&gt;quit&lt;/th&gt;\n",
-       "      &lt;th&gt;salary&lt;/th&gt;\n",
-       "      &lt;th&gt;satisfaction_level&lt;/th&gt;\n",
-       "      &lt;th&gt;time_spend_company&lt;/th&gt;\n",
-       "      &lt;th&gt;Work_accident&lt;/th&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "  &lt;/thead&gt;\n",
-       "  &lt;tbody&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14989&lt;/th&gt;\n",
-       "      &lt;td&gt;159&lt;/td&gt;\n",
-       "      &lt;td&gt;technical&lt;/td&gt;\n",
-       "      &lt;td&gt;0.57&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.43&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14990&lt;/th&gt;\n",
-       "      &lt;td&gt;228&lt;/td&gt;\n",
-       "      &lt;td&gt;support&lt;/td&gt;\n",
-       "      &lt;td&gt;0.88&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.89&lt;/td&gt;\n",
-       "      &lt;td&gt;5&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14991&lt;/th&gt;\n",
-       "      &lt;td&gt;257&lt;/td&gt;\n",
-       "      &lt;td&gt;support&lt;/td&gt;\n",
-       "      &lt;td&gt;0.81&lt;/td&gt;\n",
-       "      &lt;td&gt;6&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.09&lt;/td&gt;\n",
-       "      &lt;td&gt;4&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14992&lt;/th&gt;\n",
-       "      &lt;td&gt;155&lt;/td&gt;\n",
-       "      &lt;td&gt;support&lt;/td&gt;\n",
-       "      &lt;td&gt;0.48&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.40&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14993&lt;/th&gt;\n",
-       "      &lt;td&gt;293&lt;/td&gt;\n",
-       "      &lt;td&gt;support&lt;/td&gt;\n",
-       "      &lt;td&gt;0.83&lt;/td&gt;\n",
-       "      &lt;td&gt;6&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.76&lt;/td&gt;\n",
-       "      &lt;td&gt;6&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14994&lt;/th&gt;\n",
-       "      &lt;td&gt;151&lt;/td&gt;\n",
-       "      &lt;td&gt;support&lt;/td&gt;\n",
-       "      &lt;td&gt;0.57&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.40&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
-       "    &lt;tr&gt;\n",
-       "      &lt;th&gt;14995&lt;/th&gt;\n",
-       "      &lt;td&gt;160&lt;/td&gt;\n",
-       "      &lt;td&gt;support&lt;/td&gt;\n",
-       "      &lt;td&gt;0.48&lt;/td&gt;\n",
-       "      &lt;td&gt;2&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "      &lt;td&gt;1&lt;/td&gt;\n",
-       "      &lt;td&gt;low&lt;/td&gt;\n",
-       "      &lt;td&gt;0.37&lt;/td&gt;\n",
-       "      &lt;td&gt;3&lt;/td&gt;\n",
-       "      &lt;td&gt;0&lt;/td&gt;\n",
-       "    &lt;/tr&gt;\n",
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c=function(a,b){this.init(&quot;popover&quot;,a,b)};if(!a.fn.tooltip)throw new Error(&quot;Popover requires tooltip.js&quot;);c.VERSION=&quot;3.3.7&quot;,c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:&quot;right&quot;,trigger:&quot;click&quot;,content:&quot;&quot;,template:&#x27;&lt;div class=&quot;popover&quot; role=&quot;tooltip&quot;&gt;&lt;div class=&quot;arrow&quot;&gt;&lt;/div&gt;&lt;h3 class=&quot;popover-title&quot;&gt;&lt;/h3&gt;&lt;div class=&quot;popover-content&quot;&gt;&lt;/div&gt;&lt;/div&gt;&#x27;}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(&quot;.popover-title&quot;)[this.options.html?&quot;html&quot;:&quot;text&quot;](b),a.find(&quot;.popover-content&quot;).children().detach().end()[this.options.html?&quot;string&quot;==typeof c?&quot;html&quot;:&quot;append&quot;:&quot;text&quot;](c),a.removeClass(&quot;fade top bottom left right in&quot;),a.find(&quot;.popover-title&quot;).html()||a.find(&quot;.popover-title&quot;).hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr(&quot;data-content&quot;)||(&quot;function&quot;==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(&quot;.arrow&quot;)};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){&quot;use strict&quot;;function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||&quot;&quot;)+&quot; .nav li &gt; 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-       "&lt;script&gt;\n",
-       "    $(function () {\n",
-       "        $(&#x27;[data-toggle=&quot;tooltip&quot;]&#x27;).tooltip()\n",
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-       "\n",
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-       "        e.preventDefault();\n",
-       "\n",
-       "        // store hash\n",
-       "        var hash = this.hash;\n",
-       "\n",
-       "        // animate\n",
-       "        $(&#x27;html, body&#x27;).animate({\n",
-       "            scrollTop: $(hash).offset().top\n",
-       "        }, 300, function () {\n",
-       "\n",
-       "            // when done, add hash to url\n",
-       "            // (default click behaviour)\n",
-       "            window.location.hash = hash;\n",
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-       "\n",
-       "    });\n",
-       "&lt;/script&gt;&lt;/body&gt;\n",
-       "&lt;/html&gt;\"\n",
-       "                    frameborder=\"0\"\n",
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-   ],
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-    "hr.profile_report(title=\"DATA REPORT\")"
-   ]
-  },
-  {
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-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
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+97/PokWLeMc73kFVVZO2bwO4JEmSpqzJbjua8dmvTrjO9ddfT13XnHTSSdx0000cf/zxfOITn5i0GmxBkSRJkjpcf/31zJkzB4AtttiCP/7xj9x7772Ttn8DuCRJktThjjvuYL311vvb/fXXX58//elPk7Z/A7gkSZLUYfXVH9ylPTIywtDQhFeY737/k7an5YiIpwDnA79sF/0Y+HfgNGB94LfA3My8LyL2BQ4HZgEnZuYpETEDOBnYFhhq172p13VLkiRpenrkIx/JnXfe+bf7d911FxtssMGk7b/ECPg6wJczc9f2z5uBY4BTM/PpwHxgbkTMBo4F9gDmAIdHxDrAAcDSzJwDHA0cWaBmSZIkTVNPe9rTuPLKKwH4xS9+wWabbcYjHvGISdt/iVlQZi9j2a7Awe3t84FDaYL4NZl5F0BEXAk8E9gNOL1d92Ka0XBJkiSpJ6qqYsstt+QNb3gDM2bM4F3vetek7r9EAF8HeEZEXALMpBnBnp2ZC9vHbwU2BTYDbuvY7iHLM3NxRMyIiBmZuWR5B4yIecAR7TYMDw9P7jNSUb5/mopu7ncBBfjZ01TkZ28a6tPVQY88sndNFyUC+A+B/8jMcyJiK+AbNL3co4aAEWDRmO2Wt5x2+XJl5jxg3ui6CxYsWPGqNSUMDw/j+yf1h589qT/87K26uv3y1PMe8Mz8WWae097+JfB7YJ2IWKtdZVNgAXALsEnHpg9ZHhEzgfszc2mv65YkSZJ6ocQsKAcCG2Tm8RGxCfAo4HPA3sAZwH7ABcDVwHYRsR6wBNgZeCNND/k+wEXAnsAlva5ZkiRJ6pUSs6CcBzwnIr4FfBU4BDgKOCgirgE2BM7KzEXAB4ArgG8BR7V94ucBsyLiWuBtOAuKJEmSVmFDIyPjtlMPAnvAV2H2gGuqWvL6vfpdQk899oJr/expSvKzp6ms7QGf8Io9XglTkiRJKsgALkmSJI1x0003MXfuXM4999xJ33eJaQglSZKklbL3f/98Uvd3/txtJlxn4cKFnHDCCeywww6TeuxRjoBLkiRJHWbOnMmHP/xhNtpoo57s3xFwSZIkqcOMGTOYMWNGz/bvCLgkSZJUkAFckiRJKsgALkmSJBVkD7gkSZLUoa5rPvWpT/H73/+e1Vdfncsvv5yjjjqKddddd1L2bwCXJEnSlNXNtIGTraoqjj/++J7t3xYUSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKWr3EQSJiTeAnwFHAhcBpwPrAb4G5mXlfROwLHA7MAk7MzFMiYgZwMrAtMNSue1OJmiVJkqReKDUC/n7g9vb2McCpmfl0YD4wNyJmA8cCewBzgMMjYh3gAGBpZs4BjgaOLFSvJEmS1BM9D+ARsQ3wBOCCdtGuwFfb2+cDzwN2Aq7JzLsy8x7gSuCZwG7tOgAXt9tKkiRJq6wSI+DHAod13J+dmQvb27cCmwKbAbd1rPOQ5Zm5GJjRtqVIkiRJq6Se9oBHxAHAFZk5PyJGFy/qWGUIGBmzbLzltMsnOu484AiAzGR4eHjFCteU4vunqejmfhdQgJ89TUV+9jQIen0S5guBLSJiP+AxwH3AwohYq2012RRYANwCbNKx3abApZ3LI2ImcH9mLp3ooJk5D5jX3h1ZsGDBpDwZlTc8PIzvn9Qffvak/vCzt+rq9stTTwN4Zr5s9HY7Kj0feAqwN3AGsB9Nb/jVwHYRsR6wBNgZeCMwG9gHuAjYE7ikl/VKkiRJvdaPecCPBg6KiGuADYGzMnMR8AHgCuBbwFFtn/h5wKyIuBZ4G86CIkmSpFXc0MjIhC3VqzpbUFZhtqBoqlry+r36XUJPPfaCa/3saUrys6eprG1BGZpoPa+EKUmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoaN4BHxGoRcUapYiRJkqRBN24Az8ylwOoR8axC9UiSJEkDbfUu1nkMcFFE3APc0flAZm7dk6okSZKkAdVNAH9Pz6uQJEmSpokJT8LMzMuBbwP3A+u2969u/5YkSZK0AiYM4BGxMzAf+CTwqXbx5yLiNT2sS5IkSRpI3UxDeALwsszcAfhLu+ytwDt7VpUkSZI0oLoJ4Otm5lXt7RGAzPwjMNSzqiRJkqQB1U0A/0NEzO1cEBEvA37fm5IkSZKkwdXNLCgHA2dGxKeAWRFxG3Az8PKeViZJkiQNoG4C+O8y88kRsQWwCfD7zPxNj+uSJEmSBlI3LSi3RMR5wC7ADYZvSZIkaeV1MwK+ObAX8DLgxIi4DEjga5l5Tw9rkyRJkgbOhAE8M+8AvgB8ISLWAvYADgA+D6zT0+okSZKkAdPNCDgAEfEkmpHwvYFH0QRwSZIkSStgwgAeEZ+gCd5DwFeAt3XMCy5JkiRpBXQzAn4fzZUwr+51MZIkSdKg6yaAvwd4RUS8CdgY+ANwQWZ+uaeVSZIkSQOom2kIPwy8GfghzewnPwHeGxFH9LIwSZIkaRB1MwK+J/DkzFw0uiAiTgauA47sVWGSJEnSIOpmBHxGZ/huLexyW0mSJEkduhkBvzQivgacCtwObEQzD/g3e1mYJEmSNIi6CeBvA97e/r0JcCvwNeCEHtYlSZIkDaRuroR5H82JmB/ufTmSJEnSYOvmQjzPAt4PPAaY0flYZm7do7okSZKkgdRNC8qpwOisJ0t7W44kSZI02LoJ4Isy89ieVyJJkiRNA91MJXh2RLyw55VIkiRJ00A3I+DPAd4ZEX8G7up8wB5wSZIkacV0E8DfDyzpdSGSJEnSdDBuAI+I1YAXZOY7V/YAEbEW8AXgUcDawFHAd4HTgPWB3wJzM/O+iNgXOByYBZyYmadExAyak0C3BYbadW9a2XokSZKkfhq3BzwzlwI7RsSWD+MYewHXZuazgBcDxwLHAKdm5tOB+cDciJjdPrYHMAc4PCLWobnq5tLMnAMcDRz5MGqRJEmS+qqbFpQ7gesj4hfAHZ0PZObuE22cmWd23H0MzYj3rsDB7bLzgUNpgvg1mXkXQERcCTwT2A04vV33YprRcEmSJGmV1E0AP7/987BExPeATYEXAN/KzIXtQ7e2yzcDbuvY5CHLM3NxRMyIiBmZudy+9IiYBxzRbsPw8PDDLV995PunqejmfhdQgJ89TUV+9jQIurkU/Rcn40CZuXNE7AicCSzueGgIGAEWjdlkectpl493rHnAvNF1FyxYsBIVayoYHh7G90/qDz97Un/42Vt1dfvlqZtL0d/IsgPvjMycsDc8Ip4K3JqZ/5eZ329P7Lw7ItbKzHtoRrkXALcAm3RsuilwaefyiJgJ3N/2pkuSJEmrnG5aUF435v5smpMpr+/yGP8IPA44LCIe1W5/PrA3cAawH3ABcDWwXUSsRzPt4c7AG9v19wEuAvYELunyuJIkSdKU000LyuXLWPz1iLgAOKGLY3waODUivgU8AjgEuA44IyIOA2rgrLa/+wPAFcBS4KjMXBgR5wF7RcS1wD3A/t08MUmSJGkq6mYE/CEiYl2gq6kJM/M+lh2ad13GumcDZ49ZtgQ4cMWrlCRJkqaelekBH6Lpzz61V0VJkiRJg2plesCXAL/zapSSJEnSiusmgB+UmQ9pIYmIK9urU0qSJEnq0nIDeES8iOYy8ntExGfGPLw+UPWyMEmSJGkQjTcC/j1gbZopAH835rH5wEd7VJMkSZI0sJYbwDPzVuDMiKgzs9s5vyVJkiSNY7WJVjB8S5IkSZNnwgAuSZIkafIsN4BHxBPbv59UrhxJkiRpsI03An5RRDwCOKtUMZIkSdKgG28WlF8BdwNDEbFozGNDwEhmzuxZZZIkSdIAGi+A/zPwaOCbwHPKlCNJkiQNtvGmIVwK3BwRWwNrATsBGwN/AK7OzIVlSpQkSZIGRzezoDwb+A1wPHAI8Eng1xHhZeglSZKkFTReC8qoY4DnZub3RxdExC7ACTSj4pIkSZK61M0I+Jqd4RsgM78DzO5NSZIkSdLg6iaA/zEiXtq5ICJeAtzem5IkSZKkwdVNC8obgTMj4nPAHcCGwP8BL+9lYZIkSdIgmjCAZ+aPI2JbYAtgE+DWzPx1zyuTJEmSBlA3I+Bk5gjw6/aPJEmSpJXUTQ+4JEmSpEliAJckSZIKmrAFJSLOAc4Evu7VLyVJkqSHp5se8G8CBwOfjYiLgbOACzPzvp5WJkmSJA2gbmZBOQk4KSIeCbwIeBXw6TaMnw78T3uSpiRJkqQJdN0Dnpm3AzcBC4AlwA7AocANEeEl6SVJkqQudNMDviMwF3gZcB9NP/hzM/OG9vFdgDOArXpYpyRJkjQQuukBv4Cm7/slmfndsQ9m5nci4rLJLkySJEkaRN20oDwauBL4HkBEbBgRr+hcITNf14PaJEmSpIHTTQA/BngH8IiOZW+MiI/1piRJkiRpcHUTwF8EPDMz7wXIzDuAZwN79rIwSZIkaRB1E8DvB2aOWbYOzUwokiRJklZANydhfga4PiIuAP4EbATsBRzby8IkSZKkQTThCHhmfgJ4JfAXYBi4E3hpe4EeSZIkSSugmxFwgGuA+cCM0QURMZyZC3pRlCRJkjSourkQz2HAh3hwH/gQMEJHIJckSZI0sW5GwN8FPBO4LjNHelyPJEmSNNC6CeC3ZOa1Pa9EkiRJmga6CeDHRsSHgC8Bd3U+YA+4JEmStGK6CeBfav9+75jl9oBLkiRJK6ibAL56Zi7teSWSJEnSNDBhAM/MpRHxRGAfYHZmvjcitgd+bDCXJEmSVsyEF+KJiNcBFwMbAy9vFx8IfKyHdUmSJEkDacIADrwF2CEz3w7c2y47HHhBz6qSJEmSBlQ3AXxmZt7e3h4ByMzFgO0nkiRJ0grq5iTMayLis8CngTUiYlvgEODqnlYmSZIkDaBuRsAPoWk9OQd4DPA14H7gTT2sS5IkSRpI3cyC8hfgze0fSZIkSQ/DhAE8Ij6znIdmZOZrJ7keSZIkaaB10wP+uzH3ZwPPB74++eVIkiRJg62bFpQjxy6LiCOAL/akIkmSJGmAdXMS5kNk5t3AFpNciyRJkjTwuukB/yzt/N+tIWAb4M5eFSVJkiQNqm56wH875v4S4Crg7MkvR5IkSRps3QTwf89Mr3opSZIkTYJuAvjiiBgZ5/EhYCQzZ0xSTZIkSdLA6iaAvwXYmmbWk9uBTYEDgRrbUCRJkqQV0k0Af31mbt9xfz7w3Yj4UWYe35uyJEmSpMHUzTSE60XE33cuiIgtgfV6U5IkSZI0uLoZAT8KuD4ibgRbnamnAAARnElEQVT+RBO8twHe1cvCJEmSpEHUzZUwT4mIrwA7AxvSzP99bWbe1uviJEmSpEHTzQg4wDDwFGDdzHxPRGwfEbc7PaEkDaadjrm03yX01Plzt+l3CZKmsQl7wCPidcDFwMbAy9rFBwIf62FdkiRJ0kDq5iTMtwA7ZObbgXvbZYcDL+hZVZIkSdKA6iaAz8zM29vbIwCZuRiw/USSJElaQd30gF8TEZ8FPg2sERHbAocAV/e0MkmSJGkAdTMCfgiwEDgHeAzwVWAR8KYe1iVJkiQNpHFHwCNiCHhSZr6FphdckiRJ0sMw7gh4Zo4Any9UiyRJkjTwuukBPy8iLgQuBO7ofCAzT+9JVZIkSdKA6iaAP739+8Vjlo8ABnBJkiRpBXRzKfrdHu5BIuJoYDdgDeAjwOXAacD6wG+BuZl5X0TsSzPH+CzgxMw8JSJmACcD2wJD7bo3PdyaJEmSpH5Ybg94RFw05v6nV+YAEfFPwJMzcxdgd+DjwDHAqZn5dGA+MDciZgPHAnsAc4DDI2Id4ABgaWbOAY4GjlyZOiRJkqSpYLyTMB835v4zV/IYVwHR3r4TmAk8m2Y6Q4DzgecBOwHXZOZdmXkPcGV7zN3adQAuBnZdyTokSZKkvhsvgI9MxgEyc3Fm/rW9+zqakznXzsyF7bJbgU2BzYDbOjZ9yPL2Cpwz2rYUSZIkaZXTzUmYkyIi9gZeDzyXps1k1BBN2F80ZpPlLYcJvhxExDzgCIDMZHh4eOWK1pTg+6ep6OZ+F6CHxX9XVl3T4bPnz+fgGy+Arx4Rm9EE4WXdJzMXdHOQiHge8AFg98y8MyL+EhFrta0mmwILgFuATTo22xS4tHN5RMwE7s/MpeMdLzPnAfPauyMLFnRVpqag4eFhfP8kTTb/XdFU5s/nqqvbL0/jBfCtaGYoGepY9ruO2yPAhK0gEbEe8DHg2Zl5e7v4YmBv4AxgP+AC4Gpgu3b9JcDOwBuB2cA+wEXAnsAlEz4rSZIkaYpabgDPzHGvkrkCXgZsAJwVMXouJgcCX4yIw4AaOCszF0fEB4ArgKXAUZm5MCLOA/aKiGuBe4D9J6kuSZIkqbie94Bn5meAzyzjoV2Xse7ZwNljli2hCeySJEnSKm+yRrklSZIkdcEALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBW0er8LkCRJUmOnYy7tdwk9df7cbfpdwpTgCLgkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSClq93wXo4Vny+r36XUJvXXBtvyuQJEmaVI6AS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoqciGeiNgWOB/4eGaeFBGbAKcB6wO/BeZm5n0RsS9wODALODEzT4mIGcDJwLbAULvuTSXqliRJkiZbz0fAI2Jt4ETgGx2LjwFOzcynA/OBuRExGzgW2AOYAxweEesABwBLM3MOcDRwZK9rliRJknqlRAvKfcALgAUdy3YFvtrePh94HrATcE1m3pWZ9wBXAs8EdmvXAbi43VaSJElaJfW8BSUzFwOLI6Jz8ezMXNjevhXYFNgMuK1jnYcsz8zFETEjImZk5pLlHTMi5gFHtNswPDw8Sc9m6rm53wUUMMjvn1Zd0+GzN8j8d2XV5Wdv1eZnr1GkB3wZFnXcHgJGxiwbbznt8uXKzHnAvNF1FyxYsPyVNeX5/kmabP67IvXHoH/2uv2C0a9ZUP4SEWu1tzelaU+5BdikY52HLI+ImcD9mbm0YK2SJEnSpOnXCPjFwN7AGcB+wAXA1cB2EbEesATYGXgjMBvYB7gI2BO4pB8FS5IkSZOhxCwoT4mIy4BXAW9tb38YOCgirgE2BM7KzEXAB4ArgG8BR7V94ucBsyLiWuBtOAuKJEmSVmElTsK8jmXPXPKQZZl5NnD2mGVLgAN7UZskSZJUmlfClCRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQQZwSZIkqSADuCRJklSQAVySJEkqyAAuSZIkFWQAlyRJkgoygEuSJEkFGcAlSZKkggzgkiRJUkEGcEmSJKkgA7gkSZJUkAFckiRJKsgALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpIAO4JEmSVJABXJIkSSrIAC5JkiQVZACXJEmSCjKAS5IkSQUZwCVJkqSCDOCSJElSQav3uwBpPDsdc2m/S+ip8+du0+8SJElSYY6AS5IkSQUZwCVJkqSCVokWlIg4CngOMAs4KDOv7XNJkiRJ0kqZ8iPgEbEbsFNmzgEOBD7W55IkSZKklTblAziwG3A+QGbeAAxHxFr9LUmSJElaOatCAN8MuK3j/m3Ao/pUiyRJkvSwrAo94IvG3B8CRsbbICLmAUcAZCbDw8O9qWwquGCw2+Gv6XcB0vL42ZP6w8+eBsCqEMBvATbpuL8x8IfxNsjMecC83pWkUiJiJDOH+l2HNN342ZP6w8/e9LAqtKBcBOwNEBE7Ar/OzIX9LUmSJElaOVM+gGfmdcAPI+L7wH8Ch/W5JEmSJGmlrQotKGTmu4F397sO9cWR/S5Amqb87En94WdvGhgaGRn3fEZJkiRJk2jKt6BIkiRJg8QALkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpoFXiQjyaXiJiLeA5wPrA0OjyzDytb0VJ00BE/Bj4HvBN4LLM/F2fS5KmhYh4F3AQMJvm/70hYCQzN+lrYeoZA7imom8A84HfdizzilFS7z25/fOPwEcjYhPg15l5UH/LkgbeAcCczPxDvwtRGQZwTUWLM/MV/S5Cmm4yc0lE3AuM/lkIzOpvVdK08C1grX4XoXK8FL2mjLb1BODNwI+AK4HFo49n5j39qEuaLiLiT8B1wH8Cl2bmHX0uSZoWIuJ9wFHAn2n+37MFZcA5Aq6p5Cc0rSZDy3hsBHh82XKkaeeFwC5AAAdGxK+BKzMz+1uWNPBeDjzaFpTpwwCuKSMzt+h3DdJ0lplXAVdFxNbA04H9gf0AA7jUWxcC6wAG8GnCFhRNORFxObBkzOLFwK+AD2fmb8pXJQ2+iLgQeDTwY+By4PLM/EV/q5IGX0T8EtiCB1pQwBaUgeYIuKaiC4CNgK8DS4E9aAL5z4AvALv1rTJpsL2F5jO3Pc1nbmF/y5Gmja0zc2m/i1A5BnBNRc/LzOd03P92RFyamUdExJv6VpU0+Paj6f/+Ls2F2uZFxOcy8+T+liUNvPdHxNhlq2XmvD7UogIM4JqKZkXEocB3aE6+3AlYPyJ2wfnApV7aG9g5M5cARMQawBWAAVzqrds7bq8OPAVw5q8BZgDXVBQ0vwp/Hs2MKDcCL6GZj3huH+uSBt1qPPhLrr8SlwrIzE+OXRYRn+5HLSrDAK4pIyL+rj3Bcj3gizwwHeEIMCszf9q34qTp4Qzg2oi4qr0/B/h8H+uRpoWIeOKYRY8EntqPWlSGAVxTyVuBw4BP8tBWkxHgOQ/ZQtLDFhHH8MBn7tfA89v7VwCb96suaRrpHAEfAe4C3t+nWlSAAVxTRmYe1t68FDiU5tfho+z9lnrnho7bPwG+1q9CpOkoM53da5pxHnBNORFxA7BLZv6l37VIktQrEXFuZu4bEbfx4IEmL0U/4BwB11T0A2BRv4uQJKmXMnPf9u+N+12LynIEXFNGRJxNMwIwG3gC8H0euCIYmfmQSVIlSVpVRcQ3WX6L5WqZuWvBclSQI+CaSk7qdwGSJBV0aPv3a4EFwOU05z/tRjMjmAaUI+CSJEl9FBEXZuYLxiy7KDOf36+a1FuOgEuSJPXX+hFxCPA9mpaUpwIb9Lck9ZIBXJIkqb9eSnMF6OfTzIDyc5qrQmtArTbxKpIkSeqVzPwdcC7wpczcEzguM/+vz2WphwzgkiRJfRQRH6G5EvTh7aKDIuKEPpakHjOAS5Ik9dfO7VS7fwbIzHnAU/pakXrKAC5JktRfMyJiddo5wSNiY2Bmf0tSL3kSpiRJUn99DLgKeFxE/A+wDfDW/pakXnIEXJIkqb/uAG4AfgDMAK4F9u9rReopR8AlSZL667PA+4E/9LsQlWEAlyRJ6q8bgHMyc0m/C1EZBnBJkqT+Ogf4aUT8BFg8urCdGUUDyAAuSZLUX/NoWlB+3+c6VIgBXJIkqb++Q9OCsnjCNTUQDOCSJEn9tQ7w84j4EbagTAsGcEmSpP46CfAEzGlkaGRkpN81SJIkSdOGF+KRJEmSCjKAS5IkSQXZAy5JAygidgSOATYF1gBuB96Vmd8eZ5svAL/MzA8WKVKSpilHwCVpwETEEPB14OOZ+Q+ZuTVwPHB+RKw1iceZMVn7kqTpxBFwSRo8GwKbAd8bXZCZZ0XEtzLznoh4D/AaYAbwM+BfMvPOzh1ExNOATwLr0kyL9tbM/H8R8Tjgu8CZwE4RcQvw3cw8tt3uScClwGbOaSxJy+YIuCQNmMy8nSYkfyMiXteGZjJzQUQ8GXgnsBPw98As4NBl7OYzwPGZWQEfAf6z47ENgR9k5hzgdGD/jsf2xQuKSNK4DOCSNJieC5wDvAW4KSJ+EhH7ZeYPgMdk5l2ZuRS4Enj8MrbfiWaUG+BbY9ZZA/hKe/tCYMuIqNr7+wFnTe5TkaTBYguKJA2gzPwrcCRwZEQ8CngVcGZEPAV4W0TsQjMI80jggmXs4pXAoRGxNk2rylDHY0sy88/tce6NiHOB/duTOB8FXN6bZyVJg8ERcEkaMBHxmIiYM3o/M/+QmR8BfkQzQr0l8LTM3Ab49DK2fxxNy8lr2xaUPSY45BnAy2jaT77cjqxLkpbDAC5Jg+exwNciYqfRBe3I9+bA44CfZeZfI2Ir4EXA7DHbrwf8Ffh5RKxB2yMeEWPXG/X/gA2At2L7iSRNyEvRS9IAiogXA+/hgVlMbgfmAQto+rfXBq4FTgTOBT4APAX4JfAh4L9o+sh/R9NH/hFgJvBSmrnCH9TCGBEnAfsAj81M/2ORpHEYwCVJD1tEvAvYODMP73ctkjTVeRKmJOlhiYiNgINpRswlSROwB1yStNIi4g3AD4FjMvPX/a5HklYFtqBIkiRJBTkCLkmSJBVkAJckSZIKMoBLkiRJBRnAJUmSpIIM4JIkSVJBBnBJkiSpoP8Pz0Wvdp6fdh0AAAAASUVORK5CYII=\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "pd.crosstab(hr.salary,hr.quit).plot(kind='bar')\n",
-    "plt.title(\"Turnover Frequency on salary Bracket\")\n",
-    "plt.xlabel('Salary')\n",
-    "plt.ylabel('Frequency of turnover')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "pd.crosstab(hr.department,hr.quit).plot(kind='bar')\n",
-    "plt.title(\"Turnover Frequency on department\")\n",
-    "plt.xlabel('Department')\n",
-    "plt.ylabel('Frequency of turnover')\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 3: Encode Categorical Features\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "cat_vars=['department','salary']\n",
-    "for i in cat_vars:\n",
-    "    cat_list=pd.get_dummies(hr[i], prefix=i)\n",
-    "    hr=hr.join(cat_list)\n",
-    "    "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "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>satisfaction_level</th>\n",
-       "      <th>last_evaluation</th>\n",
-       "      <th>number_project</th>\n",
-       "      <th>average_montly_hours</th>\n",
-       "      <th>time_spend_company</th>\n",
-       "      <th>Work_accident</th>\n",
-       "      <th>quit</th>\n",
-       "      <th>promotion_last_5years</th>\n",
-       "      <th>department</th>\n",
-       "      <th>salary</th>\n",
-       "      <th>...</th>\n",
-       "      <th>department_hr</th>\n",
-       "      <th>department_management</th>\n",
-       "      <th>department_marketing</th>\n",
-       "      <th>department_product_mng</th>\n",
-       "      <th>department_sales</th>\n",
-       "      <th>department_support</th>\n",
-       "      <th>department_technical</th>\n",
-       "      <th>salary_high</th>\n",
-       "      <th>salary_low</th>\n",
-       "      <th>salary_medium</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0.38</td>\n",
-       "      <td>0.53</td>\n",
-       "      <td>2</td>\n",
-       "      <td>157</td>\n",
-       "      <td>3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>low</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0.80</td>\n",
-       "      <td>0.86</td>\n",
-       "      <td>5</td>\n",
-       "      <td>262</td>\n",
-       "      <td>6</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>medium</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0.11</td>\n",
-       "      <td>0.88</td>\n",
-       "      <td>7</td>\n",
-       "      <td>272</td>\n",
-       "      <td>4</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>medium</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0.72</td>\n",
-       "      <td>0.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>223</td>\n",
-       "      <td>5</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>low</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0.37</td>\n",
-       "      <td>0.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>159</td>\n",
-       "      <td>3</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>sales</td>\n",
-       "      <td>low</td>\n",
-       "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>5 rows × 23 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   satisfaction_level  last_evaluation  number_project  average_montly_hours  \\\n",
-       "0                0.38             0.53               2                   157   \n",
-       "1                0.80             0.86               5                   262   \n",
-       "2                0.11             0.88               7                   272   \n",
-       "3                0.72             0.87               5                   223   \n",
-       "4                0.37             0.52               2                   159   \n",
-       "\n",
-       "   time_spend_company  Work_accident  quit  promotion_last_5years department  \\\n",
-       "0                   3              0     1                      0      sales   \n",
-       "1                   6              0     1                      0      sales   \n",
-       "2                   4              0     1                      0      sales   \n",
-       "3                   5              0     1                      0      sales   \n",
-       "4                   3              0     1                      0      sales   \n",
-       "\n",
-       "   salary  ...  department_hr  department_management  department_marketing  \\\n",
-       "0     low  ...              0                      0                     0   \n",
-       "1  medium  ...              0                      0                     0   \n",
-       "2  medium  ...              0                      0                     0   \n",
-       "3     low  ...              0                      0                     0   \n",
-       "4     low  ...              0                      0                     0   \n",
-       "\n",
-       "   department_product_mng  department_sales  department_support  \\\n",
-       "0                       0                 1                   0   \n",
-       "1                       0                 1                   0   \n",
-       "2                       0                 1                   0   \n",
-       "3                       0                 1                   0   \n",
-       "4                       0                 1                   0   \n",
-       "\n",
-       "   department_technical  salary_high  salary_low  salary_medium  \n",
-       "0                     0            0           1              0  \n",
-       "1                     0            0           0              1  \n",
-       "2                     0            0           0              1  \n",
-       "3                     0            0           1              0  \n",
-       "4                     0            0           1              0  \n",
-       "\n",
-       "[5 rows x 23 columns]"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "hr.head()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "hr.drop(columns=['department','salary'],axis=1,inplace=True)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 4: Visualize Class Imbalance\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from yellowbrick.target import ClassBalance\n",
-    "plt.style.use(\"ggplot\")\n",
-    "plt.rcParams['figure.figsize'] = (12,8)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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wtW7dWrNnz9aFCxf0448/atKkSc7Xzk8/UKanp6usrExfffWVHn74YX3zzTf64Ycf1KVLF61bt05lZWUqLCzUgQMHXP69D8Ac5nwDqDD16tXTp59+qvnz5+uZZ55RVlaWAgMD1alTJ61YseKKd9MYOXKkxo4dq86dOyskJEQvvviiSkpKnHcxGT9+vKZOnarevXsrPz9fwcHBGjZsmGJiYuRwOPT9999r1KhROn/+vPz9/XX//ffrueee+8Ux/vSGS+nSdICQkBD17NlTw4cPlyQNGDBAu3btUrdu3RQUFKSRI0fq8ccf14gRI/SnP/1J8fHxzscKDg7WhAkTNHPmTE2bNk1du3bV+++/r+HDh2vw4MH6+9//fs3v2ejRo5WTk6O+ffuqrKxM7du318yZMyVJHTp00GuvvaY5c+bo5ZdfVs2aNdW3b9+rfojNz0VHR2v8+PF6/fXXdfbsWd11110aN26cnnjiCZf2ly69ofQvf/mL8+tx48bpxRdfVFRUlD744IPLpnv4+fk5Y1W6NKf/22+/dcZoz5499e2332rYsGHKy8tTy5Yt9d///d/y8/O7Jetv1nvvvac33nhDXbp0UVlZme655x7NmzdPNWrUkCQ99NBDiouL07Zt2zR9+nRt2bJFTzzxhHx9ffX0009rxowZGjhwoHr27Kl169Zd83gzZ85UXFycOnfuLF9fX/Xs2VMjRoyQdGnK0cWLFzV8+HBduHBB9erV09tvv62mTZtKunRf9fnz52v8+PHON9T+9HsHwK+HxXGtT0kAAOAWeuWVVzRq1KhybzwEgN8Kpp0AAIwpLi5WRkYG4Q3gN4sr3wAAAIAhXPkGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAw5Dd1n+/MzEx3DwEAAACVXGho6C+u48o3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABjiaeIgGRkZmjFjhh5++GF1795dWVlZmj9/vkpKSuTh4aHnnntONWrUUEpKipKSklRSUqLu3bsrJiZGdrtdCxcu1MmTJ+VwOBQbG6vg4GBlZmYqISFBxcXFatCggYYOHSqLxWLidAAAAIAbUuFXvgsLC/Xhhx8qPDzcuWzp0qWKiYlRXFycOnTooFWrVqmgoECLFy/WxIkTFR8fr5UrV6qwsFCbN2+WxWJRfHy8HnvsMSUmJkqSEhISNHDgQL355pvKzc1Venp6RZ8KAAAAcFMqPL69vLw0YcIEBQUFOZcNGTJE7du3lyT5+/uroKBAx48fV8OGDeXr6ysfHx+FhYXp0KFDSk9PV1RUlCQpIiJC6enpKi0t1ZkzZ9S4cWNJUlRUlNLS0ir6VAAAAICbUuHxbbVa5e3tXW5ZlSpVZLVaZbfbtW7dOnXs2FHZ2dkKCAhwblO9enXZbLZyy3/aJzc3V35+fs5tAwICZLPZKvpUAAAAgJtiZM73ldjtds2dO1fNmzdXeHi4tm/fXm69w+GQxWKRp+flQ/TwuPxnBlfme4eGht74gAEAAICb5Lb4nj9/vmrVqqV+/fpJkoKCgpSTk+Ncb7PZFB4eXm55aWmpPD09FRAQoPz8/HLb/nxayy/JzMy8xWcBAAAAlHe1C75uudXg1q1bZbFY9NRTTzmXNWrUSBkZGcrPz1dhYaGOHTumpk2bKiIiQqmpqZKkXbt2qUWLFvLw8FC9evV05MgRSVJKSooiIyPdcSoAAACAyywOh8NRkQc4ceKEFi1apHPnzslqtapGjRrKycmRt7e3qlatKkm66667NHToUG3fvl0rVqyQxWJRr1691KlTJ9ntds2fP1+nTp2Sj4+PYmNjVbNmTZ06dUrz589XWVmZmjdvrsGDB19zLFz5BgAAQEW72pXvCo/vXxPiGwAAABXtVzftBAAAAPgtIr4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQzzdPYDfgrJhvdw9BOC2YF2w0t1DAACgQnHlGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADDE08RBMjIyNGPGDD388MPq3r27cnJyNG/ePOXn56tGjRqKjY2Vl5eXUlJSlJSUpJKSEnXv3l0xMTGy2+1auHChTp48KYfDodjYWAUHByszM1MJCQkqLi5WgwYNNHToUFksFhOnAwAAANyQCr/yXVhYqA8//FDh4eHOZYsXL1bXrl01bdo01apVS1u3blVBQYEWL16siRMnKj4+XitXrlRhYaE2b94si8Wi+Ph4PfbYY0pMTJQkJSQkaODAgXrzzTeVm5ur9PT0ij4VAAAA4KZUeHx7eXlpwoQJCgoKci47ePCg2rZtK0mKiorS3r17dfz4cTVs2FC+vr7y8fFRWFiYDh06pPT0dEVFRUmSIiIilJ6ertLSUp05c0aNGzd2PkZaWlpFnwoAAABwUyp82onVapXVai23rKCgQN7e3pKk6tWry2azKTs7WwEBAc5trrTcarXKbrcrNzdXfn5+zm0DAgJks9kq+lQAAACAm2JkzvdlB/X8v8M6HA5ZLJZyy662XJI8PC6/YO/KfO/Q0NAbGO3NO+mWowK3H3e9RgEAMMUt8V21alUVFRXJx8dHNptNQUFBCgoKUk5OjnMbm82m8PDwcstLS0vl6empgIAA5efnl9v259NafklmZuatPxkAtwyvUQBAZXC1i0luudVgRESEUlNTJUnJycmKjIxUo0aNlJGRofz8fBUWFurYsWNq2rRpuW137dqlFi1ayMPDQ/Xq1dORI0ckSSkpKYqMjHTHqQAAAAAuq/Ar3ydOnNCiRYt07tw5Wa1W7dixQ7GxsXrvvfe0evVq1a5dW9HR0bJarerXr5+mTJkii8WiPn36yNvbW+3atdPOnTs1fvx4+fj4KDY2VpI0cOBAzZ8/X2VlZWrevLmaNGlS0acCAAAA3BSLw+FwuHsQprjrn7TLhvVyy3GB2411wUp3DwEAgJv2q5t2AgAAAPwWEd8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABhCfAMAAACGEN8AAACAIcQ3AAAAYAjxDQAAABji6Y6DFhYWau7cubp48aJKSkrUt29f3XnnnUpISFBxcbEaNGigoUOHymKxaP369dqyZYuKioo0YMAARUZGqrCwUPPnz1dWVpZ8fHw0ZswY+fn5ueNUAAAAAJe5Jb43bdqk0NBQPf300zp//rxef/11BQYGauDAgWrcuLFmzZql9PR03XHHHfriiy/05ptvKi8vT3FxcWrdurVWrlypBg0a6IUXXtDatWu1evVq9e/f3x2nAgAAALjMLdNO/P39lZOTI0m6ePGi/P39debMGTVu3FiSFBUVpbS0NB08eFARERHy9PRUYGCggoKCdPr0aaWnpysqKkqS1LZtW+3du9cdpwEAAABcF7fEd3R0tM6fP6///M//VFxcnAYOHFhu2khAQIBsNptsNpsCAgIuW56dne1cXr16ddlsNuPnAAAAAFwvt0w72bJli2rVqqVJkybpu+++06xZs+Tt7V1uG4vFIk/Py4d3peUWi8Wl44aGht74oG/CSbccFbj9uOs1CgCAKW6J7yNHjigiIkKSVL9+fRUVFamoqMi53mazKSgoSIGBgcrIyLhseVBQkHJycuTv76/s7GwFBQW5dNzMzMxbeyIAbileowCAyuBqF5PcMu3kzjvv1IkTJyRJWVlZqlq1qho0aKAjR45IklJSUhQZGamWLVtq7969Ki0tVVZWlvLy8hQaGqqIiAilpqaW2xYAAAD4tbM4HA6H6YMWFhZq3rx5unDhgkpLSzVgwAAFBgZq/vz5KisrU/PmzTV48GBJ0po1a/TVV1/Jw8NDgwYNUnh4uAoLC/Xuu+/KZrOpevXqev7551W1atVrHtddV9XKhvVyy3GB2411wUp3DwEAgJt2tSvfbolvdyG+gV834hsAUBn86qadAAAAAL9FxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIbcVHw7HI5bNQ4AAACg0nMpvqdMmXLF5aNGjbqlgwEAAAAqM8+rrdyyZYs2b96sb7/9VlOnTi23rqCgoEIHBgAAAFQ2V43v6OhohYSEaNasWerUqVP5HT091aRJkwodHAAAAFCZXDW+PT091ahRI/Xo0UP333+/oSEBAAAAldM153x7eHhox44dysvLMzEeAAAAoNK66pXvn9SrV08vvviiGjVqJD8/v3Lrnn322QoZGAAAAFDZuBTfNWvWVExMTEWPBQAAAKjUXIrvJ554QpJkt9t14cIF+fv7y8ODz+cBAAAArodL8X327FklJCTo4MGDstvt8vDwUKtWrTR8+HDVqFGjoscIAAAAVAouxXdCQoIiIyM1ZswYVatWTRcuXNDGjRuVkJCgCRMmVPQYAQAAgErBpbkjWVlZevjhh+Xn5yeLxaKAgAA9+uijOnv2bEWPDwAAAKg0XIpvDw+Py0L77NmzzPsGAAAAroNL00769u2rl19+WU2aNJG/v79yc3N19OhRDRs2rKLHBwAAAFQaLsX3vffeq8aNG2vfvn3Kzc1VkyZNeLMlAAAAcJ1cnjdSWFgoSbJarbJYLCouLq6wQQEAAACVkUtXvj/55BOtXr1aYWFh8vX1VX5+vhYtWqRHH31UvXv3rugxAgAAAJWCS/G9ceNGzZ49W4GBgc5lNptNr7zyCvENAAAAuMilaSfVq1cvF94/LfP396+QQQEAAACVkUtXvjt06KA5c+YoOjpafn5+unDhgr7++mu1adNGhw8fdm4XFhZWYQMFAAAAbncuxffatWvl4eGhI0eOlFt+/Phxbd68WZJksVg0b968Wz9CAAAAoJJwKb7/8pe/VPQ4AAAAgErPpfi+cOGCkpKSdPToUeXl5ckLBzxBAAATLElEQVTPz0/NmjXTI488omrVqlX0GAEAAIBKwaX4fvfdd+Xv76+HHnrIeavBHTt2aM6cOXrllVcqeowAAABApeBSfJ89e1aTJk0qt6xDhw7685//XCGDAgAAACojl+L77rvvVnZ2toKCgpzLzp8/rzp16tzwgb/++mt9/vnnkqT+/furYcOGmjdvnvLz81WjRg3FxsbKy8tLKSkpSkpKUklJibp3766YmBjZ7XYtXLhQJ0+elMPhUGxsrIKDg294LAAAAIAJLsW3r6+vxo0bpyZNmjhvNXjo0CG1aNFCCQkJzu2effZZlw5aWFiozz//XPHx8crLy1NiYqK2bdumrl27Kjo6WosWLdLWrVt17733avHixZo+fbqsVqtefvllRUdHa/v27bJYLIqPj9euXbuUmJjIVXgAAAD86rkU37Vq1VL37t2dX99xxx265557bvigaWlpioyMlLe3t2rUqKERI0Zo1KhRGj58uCQpKipKa9euVXBwsBo2bChfX19Jl+4jfujQIaWnp6tTp06SpIiICC1cuPCGxwIAAACY4lJ89+/f/5Ye9Pz58yoqKtLMmTOVm5urfv36qaCgQN7e3pIufXqmzWZTdna2AgICnPtdabnVapXdbpfdbpeHx9U/sDM0NPSWnoerTrrlqMDtx12vUQAATHEpvmNjY2WxWC5bbrfbNXfu3Os+aElJic6ePasXXnhBP/74o15//XVZrVbneofDIYvFIk/P8sP7peWuyszMvKH9AJjBaxQAUBlc7WKSSxU7YsSIcl8XFBQoOTlZ9evXv6EBBQYG6ne/+508PDxUu3Zt+fr6qrCwUEVFRfLx8ZHNZlNQUJCCgoKUk5Pj3M9msyk8PLzc8tLSUnl6el7zqjcAAADgbi4Va7Nmzcr9atOmjUaNGqW9e/fe0EFbtmypAwcOyOFwKCcnRwUFBWrTpo1SU1MlScnJyYqMjFSjRo2UkZGh/Px8FRYW6tixY2ratKkiIiKc2+7atUstWrS4oXEAAAAAJt3Y/A1J+fn5OnPmzA3tW6NGDbVr105xcXEqKCjQkCFD1LBhQ82ZM0erV69W7dq1FR0dLavVqn79+mnKlCmyWCzq06ePvL291a5dO+3cuVPjx4+Xj4+PYmNjb/Q0AAAAAGMsDofDca2N/v+cb4fDIZvNpq5du+qZZ56p0AHeSu6aT1o2rJdbjgvcbqwLVrp7CAAA3LSbnvM9ePBgeXl5ycvLSxcvXtSaNWvUqFGjW34XFAAAAKAyc2nO9+bNm3X48GE1a9ZMycnJ8vf31x133KH58+dX9PgAAACASsOl+P7+++/Vr18/FRUVKTU1VSNGjNBTTz3FbcEAAACA6+BSfP90G7+9e/eW+8TJsrKyihsZAAAAUMm4NOe7adOmio+P1+nTpzVs2DBJ0vLly1WnTp0KHRwAAABQmbgU38OGDVNaWpoCAwPVoEEDSZduF9itW7cKHRwAAABQmbgU3x4eHoqMjCy3rGvXrhUyIAAAAKCy4jPZAQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEOIbwAAAMAQ4hsAAAAwhPgGAAAADCG+AQAAAEM83Xnw4uJivfDCC+rbt69at26tefPmKT8/XzVq1FBsbKy8vLyUkpKipKQklZSUqHv37oqJiZHdbtfChQt18uRJORwOxcbGKjg42J2nAgAAAFyTW698L1++XP7+/pKkxYsXq2vXrpo2bZpq1aqlrVu3qqCgQIsXL9bEiRMVHx+vlStXqrCwUJs3b5bFYlF8fLwee+wxJSYmuvM0AAAAAJe4Lb5Pnz6t06dPq3Xr1pKkgwcPqm3btpKkqKgo7d27V8ePH1fDhg3l6+srHx8fhYWF6dChQ0pPT1dUVJQkKSIiQunp6e46DQAAAMBlbpt2snjxYg0ZMkSbNm2SJBUUFMjb21uSVL16ddlsNmVnZysgIMC5z5WWW61W2e122e12eXhc/WeJ0NDQijmZazjplqMCtx93vUYBADDFLfG9efNmNW3atNw8bU/P/xuKw+GQxWIpt+xqy12VmZl5YwMGYASvUQBAZXC1i0luie/du3fr7NmzSklJ0fnz5+Xl5SVvb28VFRXJx8dHNptNQUFBCgoKUk5OjnM/m82m8PDwcstLS0vl6el5zaveAAAAgLu5Jb7HjBnj/P/ExEQFBwfrxIkTSk1NVadOnZScnKzIyEg1atRIGRkZys/Pl4eHh44dO6Zhw4apoKBAqampat26tXbt2qUWLVq44zQAAACA6+LWWw3+3GOPPaY5c+Zo9erVql27tqKjo2W1WtWvXz9NmTJFFotFffr0kbe3t9q1a6edO3dq/Pjx8vHxUWxsrLuHDwAAAFyTxeFwONw9CFPcNZ+0bFgvtxwXuN1YF6x09xAAALhpV5vzzURpAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwJBfzcfLAwAA1/T++zfuHgLwq5f0dBN3D+GKuPINAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIZ4uuvA//jHP5Senq6ysjL17t1bzZo107x585Sfn68aNWooNjZWXl5eSklJUVJSkkpKStS9e3fFxMTIbrdr4cKFOnnypBwOh2JjYxUcHOyuUwEAAABc4pb4PnjwoL7//ntNmzZNeXl5GjdunMLDw9W1a1dFR0dr0aJF2rp1q+69914tXrxY06dPl9Vq1csvv6zo6Ght375dFotF8fHx2rVrlxITE/XnP//ZHacCAAAAuMwt007CwsI0ZswYSZKvr69KS0uVnp6utm3bSpKioqK0d+9eHT9+XA0bNpSvr698fHwUFhamQ4cOKT09XVFRUZKkiIgIpaenu+M0AAAAgOvilvi2Wq2qUqWKJGnjxo1q3bq1CgsL5e3tLUmqXr26bDabsrOzFRAQ4NzvSsutVqvsdrvsdrv5EwEAAACug9vmfEtSamqqNmzYoFdffVVpaWnO5Q6HQxaLRZ6e5Yf3S8tdFRoaelPjvVEn3XJU4PbjrtcocPv5xt0DAH71fq1/p7gtvtPS0vTJJ5/o1VdfVbVq1VS1alUVFRXJx8dHNptNQUFBCgoKUk5OjnMfm82m8PDwcstLS0vl6ekpD49rX8TPzMyssPMBcPN4jQIAbhV3/p1ytfB3y7ST/Px8LVq0SBMmTJC/v7+kS3O3U1NTJUnJycmKjIxUo0aNlJGRofz8fBUWFurYsWNq2rRpuW137dqlFi1auOM0AAAAgOvilivf27Zt08WLF/Xuu+86l40ePVrvv/++Vq9erdq1ays6OlpWq1X9+vXTlClTZLFY1KdPH3l7e6tdu3bauXOnxo8fLx8fH8XGxrrjNAAAAIDrYnE4HA53D8IUd/3zQ9mwXm45LnC7sS5Y6e4hALeF3n9nzjdwLUlPN3HbsX91004AAACA3yLiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQ4hvAAAAwBDiGwAAADCE+AYAAAAMIb4BAAAAQzzdPYCbsWzZMh04cEDFxcUaPny4GjZs6O4hAQAAAL/otr3yfeDAAR0/flzx8fEaPXq0Fi1a5O4hAQAAAFd128Z3enq62rZtK0mqW7eusrKyVFRU5OZRAQAAAL/sto3v7OxsBQQEOL8OCAhQTk6OG0cEAAAAXN1tO+fb0/P6hx4aGloBI3HB6p3uOS4AoFJKfdFNf58BuGm37ZXvoKAg5ebmOr/Ozc1VYGCgG0cEAAAAXN1tG9+tW7dWamqqJOnEiRMKDg6Wt7e3m0cFAAAA/DKLw+FwuHsQN+rjjz/W/v375eHhoZEjR6pu3bruHhIAAADwi27r+AYAAABuJ7fttBMAAADgdkN8AwAAAIYQ36h0duzYccsfMyMjQ6+99totf1wAQOXy3XffKTExUZK0c+dOlZaWunlE+LUhvlGpnD17Vv/617/cPQwAwG9U/fr11a9fP0nSqlWriG9c5rb9kB1Akv7973/rvffek8ViUWlpqfz8/HTs2DF98skniomJ0dy5cyVJpaWlGj16tPbu3avs7Gw9+eSTkqT4+HgNHjxYZ86c0apVq+Th4aFGjRpp0KBBOn/+vN555x35+vqqTp067jxNAICb5efn65133pHD4VCTJk20ceNGeXh4aNasWapSpYoWLVqkunXrqlatWlq7dq2ioqJ09OhRvfHGG5o8efINfTggKieufOO2tmPHDrVs2VJxcXF65pln1LhxYzVr1kx9+/ZVdna2evfurSlTpuiBBx7Q+vXr1bFjR+f94fPz85WXl6c777xTn376qaZMmaK4uDidO3dOR44c0f/8z/+oc+fOmjhxomrUqOHmMwUAuNPWrVtVr149TZo0SXXq1JGHx9UTqkuXLgoMDNQrr7xCeKMcfjfgttaiRQvNmDFD+fn5ateunZo2barvv/9ekuTv76/ly5fr008/VV5enho0aCA/Pz/Vrl1bJ06cUGZmpjp06KAffvhB586d09SpUyVdivKzZ8/q1KlT6tChgySpWbNm2r17t9vOEwDgXqdOnVLz5s0lyflf4EYQ37it1atXTzNnzlRaWpo++ugjde3a1bkuMTFRrVq1Urdu3bRt2zbt2bNH0qWrETt27NDZs2f11FNP6eLFi6pfv74mTZpU7rG3bt0qi8UiSbLb7eZOCgDwq/Pzj0W50kek8PcEXMW0E9zW/vWvf+n06dPq0KGDevXqpe3bt6ukpESSlJeXp5CQEDkcDu3YscP5ppfIyEgdPHhQBQUFCg4OVmhoqDIzM5WTkyPpUrRnZWUpNDRUJ06ckCSlp6e75wQBAL8KderU0bFjxyRJ+/btkyT5+vrqwoULkqRvv/32sn0sFovz7yTgJ9bXuH8abmOlpaVauHChtmzZoqNHj6p///5av369srKydO+992rRokVKTk5W9+7dtW7dOtWtW1e1a9fWkSNH1Lx5czVs2FCenp6qVauWFixYoK+++krVqlVTdHS06tSpoyVLlmjHjh3y9fXV+fPny11ZBwD8doSGhmrVqlXaunWrvL29lZGRoZ49e+rvf/+7jh07Jm9vbwUHBzvf+B8dHa3vvvtOn332mTp06CAfHx93nwJ+Jfh4efzmFBcXa9KkSZo8ebKqVavm7uEAAG4zhYWFGjt2rN5//313DwW3IeZ84zfl2LFjWrBggR555BHCGwAAGMeVbwAAAMAQ3nAJAAAAGEJ8AwAAAIYQ3wAAAIAhxDcAAABgCPENAAAAGEJ8AwAAAIb8Lzxnnn2NYi2ZAAAAAElFTkSuQmCC\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f6610924588>"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "visualizer=ClassBalance(labels=['stayed','quit']).fit(hr.quit)\n",
-    "visualizer.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 5: Create Training and Test Sets\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x=hr.loc[:,hr.columns !='quit']\n",
-    "y=hr.quit"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from sklearn.model_selection import train_test_split\n",
-    "x_train,x_test,y_train,y_test=train_test_split(x,y,random_state=0,test_size=0.2,stratify=y)\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 6 & 7: Build an Interactive Decision Tree Classifier\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Supervised learning: \n",
-    "- The inputs are random variables $X = X_1, ..., X_p$;\n",
-    "- The output is a random variable $Y.$"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "- Data is a finite set $$\\mathbb{L}=\\{(x_i,y_i)|i=0, ..., N-1\\}$$\n",
-    "where $x_i \\in X = X_1 \\times ... \\times X_p$ and $y_i \\in y$ are randomly drawn from $P_{X,Y}.$\n",
-    "\n",
-    "E.g., $(x_i,y_i)=((\\text{salary = low, department = sales, ...}),\\text{quit = 1})$\n",
-    "\n",
-    "- The goal is to find a model $\\varphi_\\mathbb{L}: X \\mapsto y$ minimizing $$\\text{Err}(\\varphi_\\mathbb{L}) = \\mathbb{E}_{X,Y}\\{L(Y, \\varphi_\\mathbb{L}(X))\\}.$$"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "About:\n",
-    " \n",
-    " - Decision trees are non-parametric models which can model arbitrarily complex relations between inputs and outputs, without any a priori assumption\n",
-    " \n",
-    "- Decision trees handle numeric and categorical variables\n",
-    "\n",
-    "- They implement feature selection, making them robust to noisy features (to an extent)\n",
-    "\n",
-    "- Robust to outliers or errors in labels\n",
-    "\n",
-    "- Easily interpretable by even non-ML practioners."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "#### Decision trees: partitioning the feature space:"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "![partition](assets/images/partition-feature-space.png)\n",
-    "\n",
-    "- Decision trees generally have low bias but have high variance.\n",
-    "- We will solve the high variance problem in Task 8."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from sklearn import tree\n",
-    "from sklearn.tree import DecisionTreeClassifier\n",
-    "from sklearn.ensemble import RandomForestClassifier\n",
-    "from sklearn.metrics import accuracy_score\n",
-    "from sklearn.tree import export_graphviz # display the tree within a Jupyter notebook\n",
-    "from IPython.display import SVG\n",
-    "from graphviz import Source\n",
-    "from IPython.display import display\n",
-    "from ipywidgets import interactive, IntSlider, FloatSlider, interact\n",
-    "import ipywidgets\n",
-    "from IPython.display import Image\n",
-    "from subprocess import call\n",
-    "import matplotlib.image as mpimg"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c4b4072a91884d31ae03ccf56ddf3b46",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "interactive(children=(Dropdown(description='crit', options=('gini', 'entropy'), value='gini'), Dropdown(descri…"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@interact\n",
-    "def plot_tree(crit=['gini','entropy'],\n",
-    "              split=['best','random'],\n",
-    "              depth=IntSlider(min=1,max=30,value=2, continuous_update=False),\n",
-    "              min_split=IntSlider(min=2,max=5,value=2, continuous_update=False),\n",
-    "              min_leaf=IntSlider(min=1,max=5,value=1, continuous_update=False)):\n",
-    "    estimator=DecisionTreeClassifier(random_state=0,\n",
-    "                                    criterion=crit,\n",
-    "                                    splitter=split,\n",
-    "                                    max_depth=depth,\n",
-    "                                    min_samples_split=min_split,\n",
-    "                                    min_samples_leaf=min_leaf)\n",
-    "    estimator.fit(x_train,y_train)\n",
-    "    print('Decision Tree Training Accuracy: {:.3f}'.format(accuracy_score(y_train,estimator.predict(x_train))))\n",
-    "    print('Decision Tree Testing Accuracy: {:.3f}'.format(accuracy_score(y_test,estimator.predict(x_test))))\n",
-    "    \n",
-    "    graph=Source(tree.export_graphviz(estimator,out_file=None,\n",
-    "                                     feature_names=x_train.columns,\n",
-    "                                     class_names=['stayed','guit'],\n",
-    "                                     filled=True))\n",
-    "    display(Image(data=graph.pipe(format='png')))\n",
-    "    return estimator"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 8: Build an Interactive Random Forest Classifier\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Although randomization increases bias, it is possible to get a reduction in variance of the ensemble. Random forests are one of the most robust machine learning algorithms for a variety of problems.\n",
-    "\n",
-    "- Randomization and averaging lead to a reduction in variance and improve accuracy\n",
-    "- The implementations are parallelizable\n",
-    "- Memory consumption and training time can be reduced by bootstrapping\n",
-    "- Sampling features and not solely sampling examples is crucial to improving accuracy"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "e3b19cdc20a741e4ac63e248d0918878",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "interactive(children=(Dropdown(description='crit', options=('gini', 'entropy'), value='gini'), Dropdown(descri…"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "@interact\n",
-    "def plot_tree_rf(crit=['gini','entropy'],\n",
-    "                 bootstrap=['True','False'],\n",
-    "                 depth=IntSlider(min=1,max=30,value=3, continuous_update=False),\n",
-    "                 forests=IntSlider(min=1,max=200,value=100,continuous_update=False),\n",
-    "                 min_split=IntSlider(min=2,max=5,value=2, continuous_update=False),\n",
-    "                 min_leaf=IntSlider(min=1,max=5,value=1, continuous_update=False)):\n",
-    "    \n",
-    "    estimator=RandomForestClassifier(random_state=1,\n",
-    "                                    criterion=crit,\n",
-    "                                    bootstrap=bootstrap,\n",
-    "                                    n_estimators=forests,\n",
-    "                                    max_depth=depth,\n",
-    "                                    min_samples_split=min_split,\n",
-    "                                    min_samples_leaf=min_leaf,\n",
-    "                                    n_jobs=-1,\n",
-    "                                    verbose=False)\n",
-    "    estimator.fit(x_train,y_train)\n",
-    "   \n",
-    "    print('Random Forests Training Accuracy: {:.3f}'.format(accuracy_score(y_train,estimator.predict(x_train))))\n",
-    "    print('Random Forests Testing Accuracy: {:.3f}'.format(accuracy_score(y_test,estimator.predict(x_test))))\n",
-    "    num_tree  = estimator.estimators_[0]\n",
-    "    print('\\visualizing Tree: ', 0)\n",
-    "    graph=Source(tree.export_graphviz(num_tree,\n",
-    "                                         out_file=None,\n",
-    "                                     feature_names=x_train.columns,\n",
-    "                                     class_names=['stayed','guit'],\n",
-    "                                     filled=True))\n",
-    "    display(Image(data=graph.pipe(format='png')))\n",
-    "    return estimator\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Task 9: Feature Importance and Evaluation Metrics\n",
-    "---"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from yellowbrick.model_selection import FeatureImportances\n",
-    "plt.rcParams['figure.figsize'] = (12,8)\n",
-    "plt.style.use(\"ggplot\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "rf=RandomForestClassifier(bootstrap='True', class_weight=None, criterion='gini',\n",
-    "            max_depth=5, max_features='auto', max_leaf_nodes=None,\n",
-    "            min_impurity_decrease=0.0, min_impurity_split=None,\n",
-    "            min_samples_leaf=1, min_samples_split=2,\n",
-    "            min_weight_fraction_leaf=0.0, n_estimators=100, n_jobs=-1,\n",
-    "            oob_score=False, random_state=1, verbose=False,\n",
-    "            warm_start=False)\n",
-    "\n",
-    "\n",
-    "viz=FeatureImportances(rf)\n",
-    "viz.fit(x_train,y_train)\n",
-    "viz.show();"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "dt=DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=3,\n",
-    "            max_features=None, max_leaf_nodes=None,\n",
-    "            min_impurity_decrease=0.0, min_impurity_split=None,\n",
-    "            min_samples_leaf=1, min_samples_split=2,\n",
-    "            min_weight_fraction_leaf=0.0, presort=False, random_state=0,\n",
-    "            splitter='best')\n",
-    "viz=FeatureImportances(dt)\n",
-    "viz.fit(x_train,y_train)\n",
-    "viz.show();"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 39,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f66106c6550>"
-      ]
-     },
-     "execution_count": 39,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from yellowbrick.classifier import ROCAUC\n",
-    "\n",
-    "visualizer=ROCAUC(rf,classes=['stayed','quit'])\n",
-    "visualizer.fit(x_train,y_train)\n",
-    "visualizer.score(x_test,y_test)\n",
-    "visualizer.poof()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 40,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 864x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f6611759780>"
-      ]
-     },
-     "execution_count": 40,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from yellowbrick.classifier import ROCAUC\n",
-    "\n",
-    "visualizer=ROCAUC(dt,classes=['stayed','quit'])\n",
-    "visualizer.fit(x_train,y_train)\n",
-    "visualizer.score(x_test,y_test)\n",
-    "visualizer.poof()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    " "
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.3"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/Predict Employee Turnover with scikitlearn/README.md b/Predict Employee Turnover with scikitlearn/README.md
deleted file mode 100644
index be5ce8d..0000000
--- a/Predict Employee Turnover with scikitlearn/README.md	
+++ /dev/null
@@ -1,40 +0,0 @@
-# Predict-Employee-Turnover-with-scikit-learn
-
-##### project on Predict Employee Churn with Decision Trees and Random Forests is divided into the following tasks:
-### Task 1:Import Libraries
-    Imported essential modules and helper functions from NumPy, Matplotlib, and scikit-learn.
-
-### Task 2: Exploratory Data Analysis
-    Loaded the employee dataset using pandas
-    Explored the data visually by graphing various features against the target with Matplotlib.
-
-### Task 3: Encode Categorical Features
-    The dataset contains two categorical variables: Department and Salary.
-    Created dummy encoded variables for both categorical variables.
-
-### Task 4: Visualize Class Imbalance
-    Used Yellowbrick's Class Balance visualizer and created a frequency plot of both classes.
-    The presence or absence of a class balance problem  informed sampling strategory 
-    while creating training and validation sets.
-
-### Task 5: Create Training and Validation Sets
-    Split the data into a 80/20 training/validation split.
-    Used a stratified sampling strategy
-
-### Tasks 6 & 7: Build a Decision Tree Classifier with Interactive Controls
-    Used the interact function to automatically create UI controls for function arguments.
-    Build and trained a decision tree classifier with scikit-learn.
-    Calculated the training and validation accuracies.
-    Displayed the fitted decision tree graphically.
-
-### Task 8: Build a Random Forest Classifier with Interactive Controls
-    Used the interact function again to automatically create UI controls for function arguments.
-    To overcome the variance problem associated with decision trees, build and trained a random 
-    forests classifier with scikit-learn.
-    Calculated the training and validation accuracies.
-    Displayed a fitted tree graphically.
-
-### Task 9: Feature Importance Plots and Evaluation Metrics
-    Many model forms describe the underlying impact of features relative to each other.
-    Decision Tree models and Random Forest in scikit-learn, feature_importances_ attribute when fitted.
-    Utilized this attribute to rank and plot the features.
diff --git a/Predict Employee Turnover with scikitlearn/employee_data.csv b/Predict Employee Turnover with scikitlearn/employee_data.csv
deleted file mode 100644
index 96f00af..0000000
--- a/Predict Employee Turnover with scikitlearn/employee_data.csv	
+++ /dev/null
@@ -1,11583 +0,0 @@
-satisfaction_level,last_evaluation,number_project,average_montly_hours,time_spend_company,Work_accident,quit,promotion_last_5years,department,salary
-0.38,0.53,2,157,3,0,1,0,sales,low
-0.8,0.86,5,262,6,0,1,0,sales,medium
-0.11,0.88,7,272,4,0,1,0,sales,medium
-0.72,0.87,5,223,5,0,1,0,sales,low
-0.37,0.52,2,159,3,0,1,0,sales,low
-0.41,0.5,2,153,3,0,1,0,sales,low
-0.1,0.77,6,247,4,0,1,0,sales,low
-0.92,0.85,5,259,5,0,1,0,sales,low
-0.89,1,5,224,5,0,1,0,sales,low
-0.42,0.53,2,142,3,0,1,0,sales,low
-0.45,0.54,2,135,3,0,1,0,sales,low
-0.11,0.81,6,305,4,0,1,0,sales,low
-0.84,0.92,4,234,5,0,1,0,sales,low
-0.41,0.55,2,148,3,0,1,0,sales,low
-0.36,0.56,2,137,3,0,1,0,sales,low
-0.38,0.54,2,143,3,0,1,0,sales,low
-0.45,0.47,2,160,3,0,1,0,sales,low
-0.78,0.99,4,255,6,0,1,0,sales,low
-0.45,0.51,2,160,3,1,1,1,sales,low
-0.76,0.89,5,262,5,0,1,0,sales,low
-0.11,0.83,6,282,4,0,1,0,sales,low
-0.38,0.55,2,147,3,0,1,0,sales,low
-0.09,0.95,6,304,4,0,1,0,sales,low
-0.46,0.57,2,139,3,0,1,0,sales,low
-0.4,0.53,2,158,3,0,1,0,sales,low
-0.89,0.92,5,242,5,0,1,0,sales,low
-0.82,0.87,4,239,5,0,1,0,sales,low
-0.4,0.49,2,135,3,0,1,0,sales,low
-0.41,0.46,2,128,3,0,1,0,accounting,low
-0.38,0.5,2,132,3,0,1,0,accounting,low
-0.09,0.62,6,294,4,0,1,0,accounting,low
-0.45,0.57,2,134,3,0,1,0,hr,low
-0.4,0.51,2,145,3,0,1,0,hr,low
-0.45,0.55,2,140,3,0,1,0,hr,low
-0.84,0.87,4,246,6,0,1,0,hr,low
-0.1,0.94,6,255,4,0,1,0,technical,low
-0.38,0.46,2,137,3,0,1,0,technical,low
-0.45,0.5,2,126,3,0,1,0,technical,low
-0.11,0.89,6,306,4,0,1,0,technical,low
-0.41,0.54,2,152,3,0,1,0,technical,low
-0.87,0.88,5,269,5,0,1,0,technical,low
-0.45,0.48,2,158,3,0,1,0,technical,low
-0.4,0.46,2,127,3,0,1,0,technical,low
-0.1,0.8,7,281,4,0,1,0,technical,low
-0.09,0.89,6,276,4,0,1,0,technical,low
-0.84,0.74,3,182,4,0,1,0,technical,low
-0.4,0.55,2,147,3,0,1,0,support,low
-0.57,0.7,3,273,6,0,1,0,support,low
-0.4,0.54,2,148,3,0,1,0,support,low
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-0.44,0.55,2,135,3,0,1,0,support,low
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-0.39,0.54,2,132,3,0,1,0,support,low
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-0.1,0.81,6,309,4,0,1,0,technical,low
-0.38,0.54,2,128,3,0,1,0,technical,low
-0.85,1,4,225,5,0,1,0,technical,low
-0.85,0.91,5,226,5,0,1,0,management,medium
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-0.9,0.98,4,264,6,0,1,0,product_mng,medium
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-0.09,0.77,5,275,4,0,1,0,product_mng,medium
-0.45,0.49,2,149,3,0,1,0,product_mng,high
-0.09,0.87,7,295,4,0,1,0,product_mng,low
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-0.11,0.79,7,306,4,0,1,0,product_mng,medium
-0.1,0.83,6,295,4,0,1,0,product_mng,medium
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-0.43,0.56,2,157,3,0,1,0,sales,low
-0.39,0.56,2,142,3,0,1,0,accounting,low
-0.45,0.54,2,140,3,0,1,0,support,low
-0.38,0.49,2,151,3,0,1,0,technical,low
-0.79,0.59,4,139,3,0,1,1,management,low
-0.84,0.85,4,249,6,0,1,0,marketing,low
-0.11,0.77,6,291,4,0,1,0,marketing,low
-0.11,0.87,6,305,4,0,1,0,marketing,low
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-0.89,1,5,246,5,0,1,0,sales,low
-0.42,0.48,2,143,3,0,1,0,sales,low
-0.46,0.55,2,129,3,0,1,0,sales,low
-0.09,0.83,6,255,4,0,1,0,sales,low
-0.37,0.51,2,155,3,0,1,0,sales,low
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-0.1,0.84,6,279,4,0,1,0,sales,low
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-0.9,1,5,221,6,0,1,0,sales,medium
-0.38,0.52,2,154,3,0,1,0,sales,medium
-0.36,0.52,2,147,3,0,1,0,sales,medium
-0.42,0.46,2,150,3,0,1,0,sales,medium
-0.09,0.94,7,267,4,0,1,0,sales,medium
-0.43,0.52,2,158,3,0,1,0,sales,medium
-0.24,0.46,7,224,5,0,1,0,accounting,medium
-0.91,1,4,257,5,0,1,0,accounting,medium
-0.44,0.5,2,148,3,0,1,0,accounting,medium
-0.71,0.87,3,177,4,0,1,0,hr,medium
-0.4,0.49,2,155,3,0,1,0,hr,medium
-0.43,0.47,2,144,3,0,1,0,hr,medium
-0.09,0.85,6,289,4,0,1,0,hr,high
-0.43,0.52,2,160,3,0,1,0,technical,low
-0.9,0.96,4,258,5,0,1,0,technical,medium
-0.84,1,5,234,5,0,1,0,technical,medium
-0.37,0.48,2,137,3,0,1,0,technical,medium
-0.86,0.68,5,263,2,0,1,0,technical,medium
-0.11,0.84,6,251,4,0,1,0,technical,low
-0.37,0.57,2,133,3,0,1,0,technical,low
-0.4,0.46,2,132,3,0,1,0,technical,low
-0.14,0.62,4,158,4,1,1,0,technical,low
-0.4,0.46,2,135,3,0,1,0,technical,low
-0.75,1,4,216,6,0,1,0,technical,low
-0.11,0.84,6,300,5,1,1,0,support,low
-0.46,0.49,2,138,3,0,1,0,support,low
-0.11,0.92,6,260,4,0,1,0,support,low
-0.38,0.49,2,132,3,0,1,0,support,low
-0.7,0.89,3,183,5,0,1,0,support,low
-0.09,0.82,6,250,4,0,1,0,support,low
-0.37,0.45,2,151,3,0,1,0,support,low
-0.1,0.83,6,292,4,0,1,0,support,low
-0.38,0.57,2,140,3,0,1,0,support,low
-0.9,1,5,221,5,0,1,0,support,low
-0.44,0.51,2,138,3,0,1,0,support,low
-0.36,0.5,2,132,3,0,1,0,technical,low
-0.31,0.84,7,133,5,0,1,0,technical,low
-0.1,0.84,6,283,4,1,1,0,technical,low
-0.42,0.48,2,129,3,0,1,0,management,low
-0.74,1,4,249,5,0,1,0,IT,low
-0.73,0.87,5,257,5,0,1,0,IT,low
-0.09,0.96,6,245,4,0,1,0,IT,low
-0.45,0.53,2,155,3,0,1,0,IT,low
-0.11,0.8,6,256,4,0,1,0,IT,low
-0.37,0.47,2,152,3,0,1,0,product_mng,low
-0.84,0.99,4,267,5,0,1,0,product_mng,low
-0.41,0.46,2,151,3,0,1,0,product_mng,low
-0.76,0.92,4,239,5,0,1,0,product_mng,low
-0.11,0.87,6,306,4,0,1,0,IT,low
-0.84,0.88,4,263,5,1,1,0,marketing,low
-0.39,0.5,2,147,3,0,1,0,marketing,low
-0.11,0.91,6,278,4,0,1,0,marketing,low
-0.45,0.56,2,154,3,0,1,0,marketing,low
-0.37,0.52,2,143,3,0,1,0,marketing,low
-0.4,0.52,2,155,3,0,1,0,marketing,low
-0.39,0.48,2,160,3,0,1,0,sales,low
-0.11,0.8,6,304,4,0,1,0,accounting,low
-0.83,1,5,240,5,0,1,0,support,low
-0.11,0.92,6,305,4,0,1,0,technical,low
-0.39,0.5,2,136,3,0,1,0,management,low
-0.45,0.45,2,132,3,0,1,0,marketing,low
-0.1,0.95,7,301,4,0,1,0,marketing,low
-0.9,0.98,5,243,6,0,1,0,marketing,low
-0.45,0.51,2,147,3,0,1,0,sales,low
-0.79,0.89,5,239,5,0,1,0,sales,low
-0.9,0.99,5,260,5,0,1,0,sales,low
-0.11,0.84,7,296,4,0,1,0,sales,low
-0.43,0.55,2,129,3,0,1,0,sales,low
-0.31,0.54,5,132,5,0,1,0,sales,low
-0.32,0.5,2,135,5,0,1,0,sales,low
-0.45,0.57,2,158,3,0,1,0,sales,low
-0.81,0.99,4,259,5,0,1,0,sales,low
-0.41,0.46,2,160,3,0,1,1,sales,low
-0.11,0.78,7,278,4,0,1,0,sales,low
-0.1,0.88,6,284,4,0,1,0,sales,low
-0.7,0.53,2,274,4,0,1,0,sales,low
-0.54,0.74,4,164,2,0,1,0,sales,low
-0.41,0.48,2,148,3,0,1,0,sales,low
-0.38,0.5,2,140,3,0,1,0,sales,medium
-0.37,0.51,2,127,3,0,1,0,sales,medium
-0.11,0.85,6,308,5,0,1,0,sales,medium
-0.4,0.47,2,146,3,0,1,0,sales,medium
-0.1,0.84,6,261,4,0,1,0,accounting,medium
-0.89,0.99,5,257,5,0,1,0,accounting,medium
-0.11,0.8,6,285,4,0,1,0,accounting,medium
-0.36,0.55,2,141,3,0,1,0,hr,medium
-0.4,0.46,2,127,3,0,1,0,hr,medium
-0.09,0.85,6,297,4,0,1,0,hr,medium
-0.4,0.46,2,143,3,0,1,0,hr,medium
-0.37,0.55,2,152,3,0,1,0,technical,medium
-0.44,0.51,2,156,3,0,1,0,technical,high
-0.09,0.8,7,283,5,0,1,0,technical,low
-0.92,0.87,4,226,6,1,1,0,technical,medium
-0.74,0.91,4,232,5,0,1,0,technical,medium
-0.09,0.82,6,249,4,0,1,0,technical,medium
-0.89,0.95,4,275,5,0,1,0,technical,medium
-0.09,0.8,6,304,4,0,1,0,technical,low
-0.27,0.54,7,278,3,0,1,0,technical,low
-0.1,0.91,6,287,4,0,1,0,technical,low
-0.1,0.89,7,285,4,0,1,0,technical,low
-0.77,0.94,5,226,6,0,1,0,support,low
-0.9,0.82,5,259,5,0,1,0,support,low
-0.39,0.5,2,135,3,0,1,0,support,low
-0.76,1,5,219,5,0,1,0,support,low
-0.1,0.93,6,256,4,0,1,0,support,low
-0.87,0.9,5,254,6,0,1,0,support,low
-0.38,0.5,2,153,3,0,1,0,support,low
-0.77,0.99,5,228,5,0,1,0,support,low
-0.78,0.87,4,228,5,0,1,0,support,low
-0.44,0.5,2,128,3,0,1,0,support,low
-0.38,0.52,2,153,3,0,1,0,support,low
-0.43,0.46,2,156,3,0,1,0,technical,low
-0.39,0.5,4,294,3,0,1,0,technical,low
-0.88,1,5,219,5,0,1,0,technical,low
-0.45,0.46,2,153,3,0,1,0,management,low
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-0.36,0.51,2,155,3,0,1,0,IT,low
-0.36,0.48,2,158,3,0,1,0,IT,low
-0.9,0.98,5,245,5,0,1,0,IT,low
-0.43,0.53,2,131,3,0,1,0,IT,low
-0.89,0.87,5,225,5,0,1,0,product_mng,low
-0.1,0.84,6,286,4,0,1,0,product_mng,low
-0.37,0.5,2,135,3,0,1,0,product_mng,low
-0.37,0.51,2,153,3,0,1,0,product_mng,low
-0.87,0.9,5,252,5,0,1,0,IT,low
-0.4,0.56,2,149,3,0,1,0,accounting,low
-0.9,0.97,4,258,5,0,1,0,accounting,low
-0.37,0.46,2,158,3,0,1,0,hr,low
-0.44,0.54,2,149,3,0,1,0,hr,low
-0.85,0.95,5,236,5,0,1,0,hr,low
-0.78,0.98,5,239,6,0,1,0,marketing,low
-0.42,0.47,2,159,3,0,1,0,marketing,low
-0.92,0.99,5,255,6,0,1,0,sales,low
-0.11,0.83,6,244,4,0,1,0,accounting,low
-0.42,0.56,2,134,3,0,1,0,support,low
-0.48,0.57,4,270,4,0,1,0,technical,low
-0.83,0.85,4,255,5,0,1,0,management,low
-0.4,0.53,2,151,3,0,1,0,marketing,low
-0.43,0.45,2,135,3,0,1,0,marketing,low
-0.43,0.53,2,146,3,0,1,0,marketing,low
-0.1,0.97,7,254,4,0,1,0,sales,low
-0.1,0.87,7,289,4,0,1,0,sales,low
-0.37,0.46,2,156,3,0,1,0,sales,low
-0.38,0.53,2,156,3,0,1,0,sales,low
-0.4,0.5,2,128,3,0,1,0,sales,low
-0.89,0.86,5,275,5,0,1,0,sales,low
-0.45,0.46,2,155,3,0,1,0,sales,low
-0.37,0.48,2,159,3,0,1,0,sales,low
-0.46,0.49,2,148,3,0,1,0,sales,low
-0.87,0.91,4,228,5,0,1,0,sales,low
-0.11,0.84,6,298,4,0,1,0,sales,low
-0.79,0.87,5,261,5,0,1,0,sales,low
-0.79,0.92,5,254,6,0,1,0,sales,low
-0.19,0.59,7,192,3,0,1,0,sales,low
-0.87,0.98,4,248,5,0,1,0,sales,low
-0.6,0.92,2,258,5,0,1,0,sales,low
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-0.11,0.81,6,266,4,1,1,0,sales,medium
-0.42,0.54,2,156,3,0,1,0,sales,medium
-0.88,0.88,5,232,5,1,1,0,accounting,medium
-0.11,0.84,6,287,4,0,1,0,accounting,medium
-0.46,0.46,2,154,3,0,1,0,accounting,medium
-0.82,0.97,5,263,5,0,1,0,hr,medium
-0.44,0.56,2,131,3,0,1,0,hr,medium
-0.11,0.78,6,260,4,0,1,0,hr,medium
-0.42,0.5,2,139,3,0,1,0,hr,medium
-0.84,0.93,4,251,5,0,1,0,technical,medium
-0.11,0.95,6,286,4,0,1,0,technical,medium
-0.45,0.53,2,129,3,0,1,0,technical,high
-0.38,0.56,2,156,3,0,1,0,technical,low
-0.38,0.86,6,139,6,0,1,0,technical,medium
-0.44,0.51,2,127,3,0,1,0,technical,medium
-0.11,0.84,6,251,4,0,1,0,technical,medium
-0.81,0.93,5,270,5,0,1,0,technical,medium
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-0.11,0.9,6,254,4,0,1,0,technical,low
-0.81,0.95,5,238,6,0,1,0,technical,low
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-0.11,0.83,6,306,4,0,1,0,support,low
-0.11,0.79,6,292,4,0,1,1,technical,low
-0.82,0.91,5,232,5,0,1,0,technical,low
-0.36,0.48,2,137,3,0,1,0,technical,low
-0.4,0.46,2,128,3,0,1,0,management,low
-0.87,0.84,5,231,5,0,1,0,IT,low
-0.41,0.49,2,146,3,0,1,0,IT,low
-0.11,0.91,6,308,4,1,1,0,IT,low
-0.1,0.93,6,253,4,0,1,0,IT,medium
-0.38,0.51,2,146,3,0,1,0,IT,medium
-0.39,0.55,2,156,3,0,1,0,product_mng,medium
-0.4,0.52,2,147,3,0,1,0,product_mng,medium
-0.45,0.48,2,136,3,0,1,0,product_mng,medium
-0.74,0.84,5,249,5,0,1,0,product_mng,medium
-0.45,0.55,2,151,3,0,1,0,IT,medium
-0.12,1,3,278,4,0,1,0,RandD,medium
-0.1,0.77,7,250,5,0,1,0,RandD,medium
-0.37,0.55,2,127,3,0,1,0,RandD,medium
-0.89,0.87,5,255,5,0,1,0,RandD,medium
-0.45,0.47,2,135,3,0,1,0,RandD,medium
-0.37,0.46,2,149,3,0,1,0,marketing,high
-0.11,0.81,5,287,4,0,1,0,sales,low
-0.41,0.48,2,145,3,0,1,0,accounting,medium
-0.1,0.94,6,285,4,0,1,0,support,medium
-0.1,0.93,7,305,4,0,1,0,technical,medium
-0.11,0.95,7,300,4,0,1,0,management,medium
-0.4,0.54,2,139,3,0,1,0,marketing,low
-0.41,0.49,2,130,3,0,1,0,marketing,low
-0.1,0.81,6,268,4,0,1,0,marketing,low
-0.73,0.86,4,245,6,0,1,0,sales,low
-0.43,0.47,2,135,3,0,1,0,sales,low
-0.37,0.46,2,153,3,0,1,0,sales,low
-0.11,0.94,6,276,4,0,1,0,sales,low
-0.4,0.46,2,130,3,0,1,0,sales,low
-0.41,0.54,2,153,3,1,1,0,sales,low
-0.82,0.84,5,244,5,0,1,0,sales,low
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-0.11,0.91,7,287,4,0,1,0,sales,low
-0.37,0.45,2,131,3,0,1,0,sales,low
-0.41,0.52,2,135,3,0,1,0,sales,low
-0.37,0.52,2,157,3,0,1,0,sales,low
-0.88,0.99,5,262,6,0,1,0,sales,low
-0.1,0.85,6,266,4,0,1,0,sales,low
-0.44,0.48,2,148,3,0,1,0,sales,low
-0.38,0.57,2,140,3,0,1,0,sales,low
-0.11,0.85,7,302,4,0,1,0,sales,low
-0.09,0.98,6,271,4,0,1,0,sales,low
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-0.45,0.47,2,151,3,0,1,0,accounting,medium
-0.77,0.87,5,266,5,0,1,0,accounting,medium
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-0.39,0.5,2,142,3,0,1,0,hr,medium
-0.1,0.91,6,246,4,0,1,0,hr,medium
-0.09,0.89,7,308,5,0,1,0,hr,medium
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-0.9,1,5,232,5,0,1,0,technical,medium
-0.41,0.56,2,143,3,0,1,0,technical,medium
-0.37,0.52,2,155,3,0,1,0,technical,medium
-0.1,0.86,6,278,4,0,1,0,technical,high
-0.81,1,4,253,5,0,1,0,technical,low
-0.11,0.8,6,282,4,0,1,0,technical,medium
-0.11,0.84,7,264,4,0,1,0,technical,medium
-0.4,0.46,2,149,3,0,1,0,technical,medium
-0.09,0.8,6,304,5,0,1,0,technical,medium
-0.48,0.93,3,219,6,0,1,0,technical,low
-0.91,0.91,4,262,6,0,1,0,support,low
-0.43,0.57,2,135,3,0,1,0,support,low
-0.33,0.88,6,219,5,0,1,0,support,low
-0.41,0.57,2,136,3,0,1,0,support,low
-0.41,0.55,2,154,3,0,1,0,support,low
-0.37,0.54,2,149,3,0,1,0,support,low
-0.31,0.62,6,135,5,0,1,0,support,low
-0.09,0.91,6,275,4,0,1,0,support,low
-0.1,0.87,6,290,4,0,1,0,support,low
-0.76,0.9,4,263,5,0,1,0,support,low
-0.41,0.54,2,145,3,0,1,0,support,low
-0.72,0.96,5,267,5,0,1,0,technical,low
-0.4,0.5,2,141,3,1,1,0,technical,low
-0.91,0.87,4,235,5,0,1,0,technical,low
-0.1,0.83,6,258,4,0,1,0,management,low
-0.4,0.56,2,131,3,0,1,0,IT,low
-0.82,0.86,5,243,5,0,1,0,IT,low
-0.1,0.82,6,266,4,0,1,0,IT,low
-0.37,0.45,2,142,3,0,1,0,IT,low
-0.36,0.51,2,135,3,0,1,0,IT,low
-0.39,0.48,2,141,3,0,1,0,product_mng,medium
-0.36,0.57,2,142,3,0,1,0,product_mng,medium
-0.86,0.84,5,254,5,0,1,0,product_mng,medium
-0.73,0.99,5,262,5,0,1,0,product_mng,medium
-0.56,0.71,4,296,2,0,1,0,IT,medium
-0.44,0.56,2,158,3,0,1,0,accounting,medium
-0.31,0.56,4,238,2,0,1,0,accounting,medium
-0.77,0.93,4,231,5,0,1,0,hr,medium
-0.44,0.45,2,156,3,0,1,0,hr,medium
-0.38,0.46,2,145,3,0,1,0,hr,medium
-0.45,0.48,2,144,3,0,1,0,marketing,medium
-0.38,0.51,2,159,3,0,1,0,sales,medium
-0.36,0.48,2,156,3,0,1,0,accounting,high
-0.75,0.9,5,256,5,0,1,0,support,low
-0.1,0.93,6,298,4,0,1,0,technical,medium
-0.1,0.97,6,247,4,0,1,0,management,medium
-0.45,0.5,2,157,3,0,1,0,marketing,medium
-0.42,0.57,2,154,3,1,1,0,marketing,medium
-0.78,1,4,253,5,0,1,0,marketing,low
-0.45,0.55,2,148,3,0,1,0,sales,low
-0.84,1,4,261,5,0,1,0,sales,low
-0.11,0.93,6,282,4,0,1,0,sales,low
-0.42,0.56,2,133,3,0,1,0,sales,low
-0.45,0.46,2,128,3,0,1,0,sales,low
-0.46,0.57,2,139,3,0,1,0,sales,low
-0.09,0.79,6,293,5,0,1,0,sales,low
-0.87,0.83,4,265,6,0,1,0,sales,low
-0.1,0.87,6,250,4,0,1,0,sales,low
-0.91,1,5,251,6,0,1,0,sales,low
-0.76,0.92,4,246,5,0,1,0,sales,low
-0.74,1,5,275,5,0,1,0,sales,low
-0.92,0.93,5,240,5,0,1,0,sales,low
-0.76,0.87,5,245,5,0,1,0,sales,low
-0.47,0.5,4,254,4,0,1,0,sales,low
-0.73,0.99,5,241,5,0,1,0,sales,low
-0.09,0.94,6,257,4,0,1,0,sales,low
-0.91,0.92,4,246,5,0,1,0,sales,low
-0.82,0.98,4,233,5,0,1,0,sales,low
-0.28,0.45,6,218,4,0,1,0,accounting,low
-0.84,0.99,4,262,6,0,1,0,accounting,medium
-0.45,0.53,2,138,3,0,1,0,accounting,medium
-0.45,0.54,2,142,3,0,1,0,hr,medium
-0.91,0.97,5,233,5,0,1,0,hr,medium
-0.42,0.48,2,155,3,0,1,0,hr,medium
-0.82,1,4,229,6,0,1,0,hr,medium
-0.11,0.9,6,264,4,0,1,0,technical,medium
-0.42,0.53,3,199,4,0,1,0,technical,medium
-0.82,0.85,4,223,5,0,1,0,technical,medium
-0.09,0.96,6,268,4,0,1,0,technical,medium
-0.1,0.94,6,287,4,0,1,0,technical,medium
-0.86,1,5,257,5,0,1,0,technical,medium
-0.4,0.46,2,143,3,0,1,0,technical,high
-0.45,0.46,2,130,3,0,1,0,technical,low
-0.42,0.51,2,136,3,0,1,0,technical,medium
-0.74,0.92,4,261,5,0,1,0,technical,medium
-0.55,0.6,3,180,4,0,1,0,technical,medium
-0.37,0.45,2,126,3,0,1,0,support,medium
-0.41,0.52,2,127,3,1,1,0,support,low
-0.89,0.65,5,195,6,0,1,0,support,low
-0.41,0.57,2,160,3,0,1,0,support,low
-0.44,0.51,2,150,3,0,1,0,support,low
-0.87,0.84,4,264,6,0,1,0,support,low
-0.1,0.84,6,309,4,0,1,0,support,low
-0.41,0.47,2,135,3,0,1,0,support,low
-0.11,0.85,6,261,4,0,1,0,support,low
-0.43,0.53,2,160,3,0,1,0,support,low
-0.77,0.9,4,237,5,0,1,0,support,low
-0.41,0.52,2,136,3,0,1,0,technical,low
-0.41,0.48,2,139,3,0,1,0,technical,low
-0.36,0.78,2,151,4,0,1,0,technical,low
-0.77,1,5,229,5,0,1,0,management,low
-0.81,0.98,5,245,5,0,1,0,IT,low
-0.39,0.54,2,127,3,0,1,0,IT,low
-0.09,0.94,6,283,5,0,1,0,IT,low
-0.44,0.46,2,143,3,0,1,0,IT,low
-0.1,0.84,5,298,4,0,1,0,IT,low
-0.36,0.48,2,159,3,0,1,0,product_mng,low
-0.81,0.92,5,239,5,0,1,0,product_mng,low
-0.81,0.9,4,226,5,0,1,0,product_mng,medium
-0.85,0.98,5,248,5,0,1,0,product_mng,medium
-0.1,0.87,6,286,4,0,1,0,IT,medium
-0.37,0.54,2,145,3,0,1,0,RandD,medium
-0.09,0.97,7,254,4,1,1,0,RandD,medium
-0.44,0.53,2,127,3,0,1,0,RandD,medium
-0.86,0.93,5,223,5,0,1,0,RandD,medium
-0.77,1,4,255,5,0,1,0,RandD,medium
-0.41,0.48,2,136,3,0,1,0,marketing,medium
-0.4,0.48,2,137,3,0,1,0,sales,medium
-0.43,0.49,2,135,3,0,1,0,accounting,medium
-0.43,0.5,2,137,3,0,1,0,support,medium
-0.8,0.53,3,255,5,0,1,0,technical,high
-0.8,0.85,4,273,5,0,1,0,management,low
-0.82,0.98,5,234,5,0,1,0,marketing,medium
-0.37,0.54,2,152,3,0,1,0,marketing,medium
-0.37,0.48,2,134,3,0,1,0,marketing,medium
-0.09,0.95,6,292,4,0,1,0,sales,medium
-0.9,0.92,5,245,5,0,1,0,sales,low
-0.41,0.52,2,159,3,0,1,0,sales,low
-0.1,0.85,6,260,4,0,1,0,sales,low
-0.44,0.53,2,149,3,0,1,0,sales,low
-0.89,0.85,5,266,5,0,1,0,sales,low
-0.42,0.56,2,149,3,0,1,0,sales,low
-0.87,1,5,242,5,0,1,0,sales,low
-0.45,0.57,2,134,3,0,1,0,sales,low
-0.11,0.87,5,271,4,0,1,0,sales,low
-0.09,0.79,6,275,4,0,1,0,sales,low
-0.76,0.83,5,227,5,0,1,0,sales,low
-0.11,0.96,7,277,5,0,1,0,sales,low
-0.37,0.49,2,151,3,0,1,0,sales,low
-0.1,0.79,6,274,4,0,1,0,sales,low
-0.77,0.87,4,242,6,0,1,0,sales,low
-0.42,0.54,2,143,3,1,1,0,sales,low
-0.38,0.52,2,145,3,0,1,0,sales,low
-0.32,0.95,5,172,2,0,1,0,sales,low
-0.38,0.49,2,135,3,0,1,0,accounting,low
-0.19,1,4,192,4,0,1,0,accounting,low
-0.1,0.83,7,276,4,0,1,0,accounting,low
-0.76,0.88,4,206,4,0,1,0,hr,medium
-0.53,0.56,4,281,6,0,1,0,hr,medium
-0.39,0.51,2,151,3,0,1,0,hr,medium
-0.11,0.83,6,244,4,0,1,0,hr,medium
-0.1,0.94,6,309,4,0,1,0,technical,medium
-0.84,1,5,218,5,0,1,0,technical,medium
-0.82,0.99,4,263,6,0,1,0,technical,medium
-0.1,0.82,6,244,4,0,1,0,technical,medium
-0.59,0.49,7,263,4,0,1,0,technical,medium
-0.44,0.48,2,143,3,0,1,0,technical,medium
-0.89,0.95,2,181,5,0,1,0,technical,medium
-0.91,0.84,5,265,5,0,1,0,technical,medium
-0.66,0.57,5,161,5,0,1,0,technical,high
-0.11,0.87,7,282,5,0,1,0,technical,low
-0.43,0.51,2,155,3,0,1,0,technical,medium
-0.78,0.83,4,217,6,0,1,0,support,medium
-0.11,0.97,6,289,5,0,1,0,support,medium
-0.83,0.98,4,259,5,0,1,0,support,medium
-0.39,0.54,2,158,3,0,1,0,support,low
-0.38,0.55,2,158,3,0,1,0,support,low
-0.37,0.57,2,155,3,0,1,0,support,low
-0.44,0.48,2,146,3,0,1,0,support,low
-0.53,0.85,2,164,5,0,1,0,support,low
-0.09,0.96,6,259,4,0,1,0,support,low
-0.11,0.89,6,293,4,0,1,0,support,low
-0.83,0.96,5,275,5,0,1,0,support,low
-0.88,1,5,219,6,1,1,0,technical,low
-0.1,0.89,6,247,4,0,1,0,technical,low
-0.09,0.86,7,309,4,0,1,0,technical,low
-0.44,0.54,2,151,3,0,1,0,management,low
-0.39,0.51,2,129,3,0,1,0,IT,low
-0.87,0.94,4,274,5,0,1,0,IT,low
-0.74,0.99,4,233,5,0,1,0,IT,low
-0.1,0.95,7,289,4,0,1,0,IT,low
-0.74,0.82,4,239,6,0,1,0,IT,low
-0.75,0.99,5,221,5,0,1,0,product_mng,low
-0.41,0.56,2,150,3,0,1,0,product_mng,low
-0.41,0.45,2,144,3,1,1,0,product_mng,low
-0.09,0.9,7,289,4,0,1,0,product_mng,low
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-0.4,0.56,2,137,3,0,1,0,accounting,medium
-0.37,0.54,2,131,3,1,1,0,hr,medium
-0.1,0.84,6,246,4,0,1,0,hr,medium
-0.43,0.51,2,136,3,0,1,0,hr,medium
-0.75,0.85,5,240,6,1,1,0,marketing,medium
-0.37,0.56,2,156,3,0,1,0,sales,medium
-0.11,0.85,6,305,4,0,1,0,accounting,medium
-0.45,0.45,2,154,3,1,1,0,support,medium
-0.87,1,5,261,5,1,1,0,technical,medium
-0.11,0.94,7,244,4,0,1,0,management,medium
-0.45,0.54,2,129,3,0,1,0,marketing,high
-0.81,0.87,4,254,5,0,1,0,marketing,low
-0.77,0.91,5,236,5,0,1,0,marketing,medium
-0.89,0.92,5,237,5,0,1,0,sales,medium
-0.43,0.49,2,135,3,0,1,0,sales,medium
-0.78,1,5,236,5,0,1,0,sales,medium
-0.37,0.47,2,149,3,0,1,0,sales,low
-0.37,0.5,2,141,3,0,1,0,sales,low
-0.85,0.82,4,270,5,0,1,0,sales,low
-0.41,0.47,2,138,3,0,1,0,sales,low
-0.11,0.96,6,298,4,0,1,0,sales,low
-0.75,0.99,5,254,5,0,1,0,sales,low
-0.82,0.85,5,248,5,0,1,0,sales,low
-0.79,1,5,257,6,0,1,0,sales,low
-0.43,0.53,2,150,3,0,1,0,sales,low
-0.1,0.9,7,281,4,0,1,0,sales,low
-0.46,0.48,2,141,3,1,1,0,sales,low
-0.43,0.57,2,157,3,0,1,0,sales,low
-0.43,0.55,2,136,3,0,1,0,sales,low
-0.11,0.8,7,296,4,0,1,0,sales,low
-0.09,0.86,6,279,4,0,1,0,sales,low
-0.37,0.53,2,131,3,0,1,0,sales,low
-0.4,0.57,2,160,3,0,1,0,accounting,low
-0.1,0.77,7,291,4,0,1,0,accounting,low
-0.41,0.53,2,157,3,0,1,0,accounting,low
-0.79,0.58,3,294,4,0,1,0,hr,low
-0.11,0.79,7,310,4,0,1,0,hr,low
-0.1,0.97,6,282,4,0,1,0,hr,medium
-0.44,0.51,2,134,3,0,1,0,hr,medium
-0.25,0.46,4,214,4,0,1,0,technical,medium
-0.44,0.52,2,137,3,0,1,0,technical,medium
-0.73,1,4,252,5,0,1,0,technical,medium
-0.75,0.97,5,243,6,0,1,0,technical,medium
-0.36,0.47,2,148,3,0,1,0,technical,medium
-0.37,0.49,2,151,3,0,1,0,technical,medium
-0.39,0.49,2,129,3,0,1,0,technical,medium
-0.48,0.78,2,198,2,0,1,0,technical,medium
-0.57,0.72,4,275,6,0,1,0,technical,medium
-0.9,0.96,5,243,5,0,1,0,technical,medium
-0.39,0.55,2,159,3,0,1,0,technical,high
-0.44,0.51,2,145,3,0,1,0,support,low
-0.81,0.88,5,242,5,0,1,0,support,medium
-0.74,0.87,5,242,5,0,1,0,support,medium
-0.44,0.56,2,145,3,0,1,0,support,medium
-0.41,0.56,2,154,3,0,1,1,support,medium
-0.4,0.51,2,139,3,0,1,0,support,low
-0.46,0.57,2,152,3,0,1,0,support,low
-0.8,0.83,2,211,3,0,1,0,support,low
-0.87,0.9,5,258,5,0,1,0,support,low
-0.39,0.54,2,155,3,0,1,0,support,low
-0.38,0.55,2,148,3,0,1,0,support,low
-0.66,0.67,2,255,3,0,1,0,technical,low
-0.1,0.8,6,264,4,0,1,0,technical,low
-0.37,0.54,2,132,3,0,1,0,technical,low
-0.1,0.77,6,255,4,0,1,0,management,low
-0.09,0.87,5,263,4,0,1,0,IT,low
-0.86,0.84,5,222,5,0,1,0,IT,low
-0.11,0.9,6,263,4,0,1,0,IT,low
-0.37,0.46,2,157,3,0,1,0,IT,low
-0.11,0.92,7,307,4,0,1,0,IT,low
-0.77,0.98,5,259,6,0,1,0,product_mng,low
-0.84,0.94,5,222,6,0,1,0,product_mng,low
-0.1,0.84,7,250,4,0,1,0,product_mng,low
-0.83,0.9,5,245,5,0,1,0,product_mng,low
-0.11,0.79,6,292,4,0,1,0,IT,low
-0.86,0.92,5,252,5,0,1,0,RandD,low
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-0.11,0.88,5,250,4,0,1,0,RandD,medium
-0.45,0.49,2,134,3,0,1,0,RandD,medium
-0.1,0.85,7,279,4,0,1,0,RandD,medium
-0.09,0.95,7,256,4,0,1,0,marketing,medium
-0.39,0.53,2,127,3,0,1,0,sales,medium
-0.37,0.47,2,138,3,1,1,0,accounting,medium
-0.81,0.97,5,243,5,0,1,0,support,medium
-0.09,0.9,7,296,4,0,1,0,technical,medium
-0.1,0.88,7,267,4,0,1,0,management,medium
-0.39,0.49,2,144,3,0,1,0,marketing,medium
-0.83,0.95,4,251,5,0,1,0,marketing,medium
-0.45,0.57,2,148,3,0,1,0,marketing,high
-0.43,0.51,2,141,3,0,1,0,sales,low
-0.8,0.75,3,268,2,0,1,0,sales,medium
-0.1,0.86,6,247,4,0,1,0,sales,medium
-0.1,0.55,2,247,4,0,1,0,sales,medium
-0.36,0.52,2,146,3,0,1,0,sales,medium
-0.38,0.5,2,140,3,0,1,0,sales,low
-0.78,0.98,5,263,6,0,1,0,sales,low
-0.44,0.49,2,145,3,0,1,0,sales,low
-0.41,0.46,2,156,3,1,1,0,sales,low
-0.72,0.85,5,244,6,0,1,0,sales,low
-0.46,0.54,2,144,3,0,1,0,sales,low
-0.1,0.9,7,286,4,0,1,0,sales,low
-0.34,0.67,4,141,2,0,1,0,sales,low
-0.11,0.89,6,260,5,0,1,0,sales,low
-0.38,0.56,2,154,3,0,1,0,sales,low
-0.82,0.92,5,225,5,0,1,0,sales,low
-0.39,0.57,2,127,3,0,1,0,sales,low
-0.44,0.53,2,140,3,0,1,0,sales,low
-0.43,0.52,2,147,3,0,1,0,sales,low
-0.84,0.83,4,227,5,0,1,0,accounting,low
-0.43,0.48,2,153,3,0,1,0,accounting,low
-0.37,0.52,2,128,3,0,1,0,accounting,low
-0.74,0.97,4,228,5,0,1,0,hr,low
-0.73,0.97,5,235,5,0,1,0,hr,low
-0.37,0.47,2,148,3,0,1,0,hr,low
-0.58,0.62,4,238,3,0,1,0,hr,low
-0.4,0.54,2,141,3,0,1,0,technical,medium
-0.51,0.83,5,249,4,0,1,0,technical,medium
-0.46,0.5,2,151,3,0,1,0,technical,medium
-0.45,0.54,2,129,3,0,1,0,technical,medium
-0.46,0.5,2,156,3,0,1,0,technical,medium
-0.39,0.45,2,134,3,0,1,0,technical,medium
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-0.09,0.77,6,290,4,0,1,0,technical,medium
-0.37,0.51,2,132,3,0,1,0,technical,medium
-0.1,0.89,7,308,4,0,1,0,technical,medium
-0.77,1,4,232,5,0,1,0,technical,medium
-0.79,0.86,5,235,5,0,1,0,support,medium
-0.43,0.55,2,130,3,0,1,0,support,high
-0.38,0.53,2,146,3,0,1,0,support,low
-0.77,0.91,5,221,6,0,1,0,support,medium
-0.44,0.5,2,130,3,0,1,0,support,medium
-0.39,0.46,2,136,3,0,1,0,support,medium
-0.78,0.89,5,274,6,0,1,0,support,medium
-0.1,0.79,6,256,5,0,1,0,support,low
-0.1,0.77,5,276,4,0,1,0,support,low
-0.75,0.85,5,267,5,0,1,0,support,low
-0.46,0.62,6,213,3,0,1,0,support,low
-0.91,0.97,4,274,6,0,1,0,technical,low
-0.1,0.92,6,258,4,0,1,0,technical,low
-0.72,0.6,3,153,5,0,1,0,technical,low
-0.11,0.95,6,245,4,0,1,0,management,low
-0.11,0.94,6,264,4,0,1,0,IT,low
-0.46,0.57,2,154,3,0,1,0,IT,low
-0.37,0.46,2,149,3,0,1,0,IT,low
-0.46,0.5,2,157,3,0,1,0,IT,low
-0.43,0.57,2,127,3,0,1,0,IT,low
-0.11,0.82,6,270,4,0,1,0,product_mng,low
-0.73,0.89,5,236,6,0,1,0,product_mng,low
-0.43,0.47,2,158,3,0,1,0,product_mng,low
-0.86,1,5,229,5,0,1,0,product_mng,low
-0.1,0.83,6,269,4,0,1,0,IT,low
-0.4,0.49,2,128,3,0,1,0,sales,low
-0.11,0.87,7,278,4,0,1,0,sales,low
-0.86,0.98,3,158,5,0,1,0,sales,low
-0.42,1,3,202,3,0,1,0,sales,medium
-0.79,0.84,4,240,5,0,1,0,sales,medium
-0.1,0.96,7,255,4,0,1,0,marketing,medium
-0.09,0.92,7,254,4,0,1,0,sales,medium
-0.09,0.82,6,257,4,0,1,0,accounting,medium
-0.87,1,4,228,5,0,1,0,support,medium
-0.36,0.49,2,145,3,0,1,0,technical,medium
-0.42,0.75,3,218,4,0,1,0,management,medium
-0.84,0.86,5,268,5,0,1,0,marketing,medium
-0.1,0.83,6,278,4,0,1,0,marketing,medium
-0.78,0.71,3,249,5,0,1,0,marketing,medium
-0.35,0.99,3,236,4,0,1,0,sales,medium
-0.1,0.81,7,291,4,0,1,0,sales,high
-0.11,0.8,6,306,4,0,1,0,sales,low
-0.43,0.48,2,135,3,0,1,0,sales,medium
-0.38,0.45,2,156,3,0,1,0,sales,medium
-0.46,0.54,2,143,3,0,1,0,sales,medium
-0.89,0.82,4,243,5,0,1,0,sales,medium
-0.45,0.5,2,147,3,0,1,0,sales,low
-0.44,0.53,2,159,3,0,1,0,sales,low
-0.74,0.54,5,216,3,0,1,0,sales,low
-0.45,0.54,2,152,3,0,1,0,sales,low
-0.79,0.93,4,226,5,0,1,0,sales,low
-0.79,0.91,5,271,5,0,1,0,sales,low
-0.11,0.87,6,255,4,0,1,0,sales,low
-0.42,0.48,2,140,3,0,1,0,sales,low
-0.64,0.9,6,252,2,0,1,0,sales,low
-0.4,0.55,2,159,3,0,1,0,sales,low
-0.84,0.98,5,270,5,0,1,0,sales,low
-0.73,0.92,5,232,5,0,1,0,sales,low
-0.4,0.51,2,144,3,0,1,0,accounting,low
-0.36,0.45,2,127,3,0,1,0,accounting,low
-0.43,0.47,2,131,3,0,1,0,accounting,low
-0.11,0.78,6,243,4,0,1,0,hr,low
-0.91,1,5,244,6,0,1,0,hr,low
-0.8,1,5,260,5,0,1,0,hr,low
-0.42,0.49,2,139,3,0,1,0,hr,low
-0.31,0.87,4,184,3,0,1,0,technical,low
-0.44,0.47,2,130,3,0,1,0,technical,low
-0.38,0.54,2,135,3,0,1,0,technical,medium
-0.45,0.56,2,146,3,0,1,0,technical,medium
-0.43,0.46,2,149,3,0,1,0,technical,medium
-0.45,0.46,2,153,3,1,1,0,technical,medium
-0.43,0.57,2,160,3,0,1,0,technical,medium
-0.43,0.49,2,160,3,0,1,0,technical,medium
-0.09,0.83,6,282,4,0,1,0,technical,medium
-0.43,0.47,2,128,3,0,1,0,technical,medium
-0.79,0.94,4,232,5,0,1,0,technical,medium
-0.85,0.58,3,226,2,0,1,0,support,medium
-0.38,0.45,2,129,3,0,1,0,support,medium
-0.11,0.92,7,255,4,0,1,0,support,medium
-0.83,0.99,5,258,5,0,1,0,support,high
-0.81,0.91,4,229,5,0,1,0,support,low
-0.42,0.56,2,143,3,0,1,0,support,medium
-0.11,0.87,6,257,4,0,1,0,support,medium
-0.11,0.85,7,275,4,0,1,0,support,medium
-0.1,0.89,7,291,4,0,1,0,support,medium
-0.5,0.54,5,153,4,0,1,0,support,low
-0.44,0.49,2,154,3,0,1,0,support,low
-0.11,0.9,6,301,4,0,1,0,technical,low
-0.39,0.52,2,134,3,0,1,0,technical,low
-0.11,0.78,6,245,4,0,1,0,technical,low
-0.36,0.5,2,132,3,0,1,0,management,low
-0.43,0.51,2,130,3,0,1,0,IT,low
-0.4,0.5,2,127,3,0,1,0,IT,low
-0.86,0.84,4,246,6,0,1,0,IT,low
-0.38,0.49,2,145,3,0,1,0,IT,low
-0.46,0.45,2,138,3,0,1,1,IT,low
-0.37,0.57,2,129,3,0,1,0,product_mng,low
-0.43,0.52,2,150,3,0,1,0,product_mng,low
-0.66,0.93,5,253,5,0,1,0,product_mng,low
-0.37,0.48,2,160,3,0,1,0,product_mng,low
-0.77,0.92,5,235,5,0,1,0,IT,low
-0.38,0.55,2,151,3,0,1,0,sales,low
-0.39,0.54,2,127,3,0,1,0,sales,low
-0.41,0.55,2,151,3,0,1,0,sales,low
-0.1,0.9,7,290,4,0,1,0,sales,low
-0.09,0.93,6,249,4,0,1,0,sales,low
-0.41,0.47,2,131,3,0,1,0,marketing,medium
-0.39,0.46,2,159,3,0,1,0,sales,medium
-0.83,0.99,4,223,5,0,1,0,accounting,medium
-0.09,0.87,3,214,2,0,1,0,support,medium
-0.75,0.81,5,227,5,0,1,0,technical,medium
-0.44,0.54,2,127,3,0,1,0,management,medium
-0.1,0.84,6,293,5,0,1,0,marketing,medium
-0.42,0.46,2,141,3,0,1,0,marketing,medium
-0.1,0.83,6,300,4,0,1,0,marketing,medium
-0.1,0.86,6,309,4,0,1,0,sales,medium
-0.31,0.77,4,149,3,0,1,0,sales,medium
-0.42,0.54,2,159,3,0,1,0,sales,medium
-0.38,0.5,2,152,3,0,1,0,sales,high
-0.39,0.57,2,158,3,0,1,0,sales,low
-0.1,0.97,6,254,5,0,1,0,sales,medium
-0.11,0.93,6,294,4,0,1,0,sales,medium
-0.1,0.92,7,269,4,0,1,0,sales,medium
-0.11,0.9,7,247,4,0,1,0,sales,medium
-0.44,0.65,3,271,4,0,1,0,sales,low
-0.91,0.96,4,232,5,0,1,0,sales,low
-0.72,1,4,245,5,0,1,0,sales,low
-0.36,0.46,2,132,3,0,1,0,sales,low
-0.44,0.57,2,131,3,0,1,0,sales,low
-0.85,0.99,5,248,5,0,1,0,sales,low
-0.78,0.93,5,225,5,0,1,0,sales,low
-0.39,0.46,2,156,3,0,1,0,sales,low
-0.78,0.81,3,222,2,0,1,0,sales,low
-0.1,0.92,6,243,4,1,1,0,sales,low
-0.23,0.99,4,204,4,1,1,0,accounting,low
-0.11,0.87,6,301,4,0,1,0,accounting,low
-0.9,0.83,5,259,5,0,1,0,accounting,low
-0.91,0.89,4,247,5,0,1,0,hr,low
-0.11,0.79,7,295,4,0,1,0,hr,low
-0.43,0.54,2,150,3,0,1,0,hr,low
-0.45,0.49,2,151,3,0,1,0,hr,low
-0.11,0.91,5,291,4,0,1,0,technical,low
-0.11,0.93,6,253,4,1,1,0,technical,low
-0.43,0.5,2,161,3,0,1,0,technical,low
-0.91,0.97,4,251,6,0,1,0,technical,low
-0.43,0.55,2,153,3,0,1,0,technical,medium
-0.85,0.82,5,264,6,0,1,0,technical,medium
-0.1,0.77,6,310,4,0,1,0,technical,medium
-0.81,0.95,5,266,5,0,1,0,technical,medium
-0.36,0.62,4,237,2,0,1,0,technical,medium
-0.45,0.54,2,138,3,0,1,0,technical,medium
-0.86,1,5,227,5,0,1,0,technical,medium
-0.71,1,4,300,5,0,1,0,support,medium
-0.11,0.97,7,310,4,0,1,0,support,medium
-0.84,0.93,5,236,5,0,1,0,support,medium
-0.09,0.97,7,288,4,0,1,0,support,medium
-0.38,0.49,2,127,3,0,1,0,support,medium
-0.15,0.55,6,139,4,0,1,0,support,high
-0.1,0.92,7,253,4,1,1,0,support,low
-0.8,0.97,4,218,5,1,1,0,support,medium
-0.84,0.97,5,251,5,0,1,0,support,medium
-0.11,0.87,6,264,4,0,1,0,support,medium
-0.89,0.79,3,149,2,0,1,0,support,medium
-0.45,0.51,2,138,3,0,1,0,technical,low
-0.11,0.93,7,284,4,0,1,0,technical,low
-0.74,0.93,5,244,5,0,1,0,technical,low
-0.41,0.5,2,128,3,0,1,0,management,low
-0.44,0.53,2,154,3,0,1,0,IT,low
-0.37,0.56,2,138,3,0,1,0,IT,low
-0.11,0.86,6,308,4,0,1,0,IT,low
-0.1,0.93,6,269,4,0,1,0,IT,low
-0.7,0.74,6,136,3,0,1,0,IT,low
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-0.38,0.53,2,138,3,0,1,0,product_mng,low
-0.72,0.95,4,220,5,0,1,0,product_mng,low
-0.73,1,5,274,5,0,1,0,product_mng,low
-0.39,0.48,2,161,3,0,1,0,IT,low
-0.89,0.82,5,224,6,0,1,0,RandD,low
-0.89,1,4,260,5,0,1,0,RandD,low
-0.11,0.78,6,300,4,1,1,0,RandD,low
-0.43,0.56,2,133,3,0,1,0,RandD,low
-0.09,0.93,6,308,4,0,1,0,RandD,low
-0.81,0.9,5,238,6,0,1,0,marketing,low
-0.37,0.53,2,126,3,0,1,0,sales,low
-0.36,0.56,2,138,3,0,1,0,accounting,medium
-0.11,0.85,6,299,4,0,1,0,support,medium
-0.1,0.85,6,254,4,0,1,0,technical,medium
-0.66,0.47,7,156,2,0,1,0,management,medium
-0.39,0.47,2,152,3,0,1,0,marketing,medium
-0.44,0.51,2,146,3,0,1,0,marketing,medium
-0.1,0.84,6,253,4,0,1,0,marketing,medium
-0.79,0.94,5,227,6,0,1,0,sales,medium
-0.1,0.81,6,301,4,1,1,0,sales,medium
-0.54,0.94,6,294,3,0,1,0,sales,medium
-0.37,0.47,2,151,3,0,1,0,sales,medium
-0.37,0.57,2,128,3,0,1,0,sales,medium
-0.82,0.89,5,217,5,0,1,0,sales,high
-0.45,0.52,2,160,3,0,1,0,sales,low
-0.79,0.9,5,263,5,0,1,0,sales,medium
-0.42,0.56,2,156,3,0,1,0,sales,medium
-0.1,0.85,6,273,4,0,1,0,sales,medium
-0.11,0.78,6,303,4,0,1,0,sales,medium
-0.74,1,4,253,5,0,1,0,sales,low
-0.1,0.93,6,270,4,0,1,0,sales,low
-0.79,1,4,218,5,0,1,0,sales,low
-0.43,0.48,2,144,3,0,1,0,sales,low
-0.41,0.47,2,154,3,0,1,0,sales,low
-0.39,0.55,2,146,3,0,1,0,sales,low
-0.1,0.94,6,260,4,0,1,0,sales,low
-0.82,0.85,5,218,5,0,1,0,sales,low
-0.41,0.46,2,128,3,0,1,0,accounting,low
-0.42,0.56,2,128,3,0,1,0,accounting,low
-0.74,0.88,4,248,6,0,1,0,accounting,low
-0.38,0.57,2,152,3,1,1,0,hr,low
-0.39,0.56,2,126,3,0,1,0,hr,low
-0.87,0.94,4,260,5,0,1,0,hr,low
-0.1,0.9,5,263,4,0,1,0,hr,low
-0.78,1,5,220,5,0,1,0,technical,low
-0.14,0.73,7,282,5,0,1,0,technical,low
-0.11,0.94,6,277,5,0,1,0,technical,low
-0.91,0.94,5,257,5,0,1,0,technical,low
-0.49,0.63,6,265,3,0,1,0,technical,low
-0.38,0.47,2,143,3,0,1,0,technical,low
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-0.38,0.88,3,154,4,0,1,0,technical,medium
-0.89,1,5,253,5,0,1,0,technical,medium
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-0.37,0.51,2,128,3,0,1,0,technical,medium
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-0.41,0.51,2,137,3,0,1,0,support,medium
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-0.11,0.79,6,281,4,0,1,0,support,medium
-0.43,0.57,2,131,3,1,1,0,support,medium
-0.75,0.86,5,237,5,0,1,0,support,high
-0.74,0.99,4,276,5,0,1,0,support,low
-0.85,0.85,5,267,5,0,1,0,support,medium
-0.73,0.92,5,266,5,0,1,0,support,medium
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-0.44,0.56,2,134,3,0,1,0,technical,medium
-0.3,0.56,3,309,4,1,1,0,technical,low
-0.11,0.77,7,273,4,0,1,0,management,low
-0.84,0.83,5,238,5,0,1,0,IT,low
-0.78,0.94,5,271,6,0,1,0,IT,low
-0.43,0.53,2,145,3,0,1,0,IT,low
-0.36,0.55,2,152,3,0,1,0,IT,low
-0.43,0.47,2,128,3,0,1,0,IT,low
-0.45,0.46,2,142,3,0,1,0,product_mng,low
-0.76,0.93,5,238,5,0,1,0,product_mng,low
-0.1,0.78,7,286,4,0,1,0,product_mng,low
-0.09,0.86,6,291,4,0,1,0,product_mng,low
-0.92,1,5,259,5,0,1,0,IT,low
-0.92,0.9,5,248,5,0,1,0,sales,low
-0.79,0.98,4,271,5,0,1,0,sales,low
-0.43,0.51,2,140,3,0,1,0,sales,low
-0.8,0.95,4,274,5,0,1,0,sales,low
-0.44,0.49,2,127,3,1,1,0,sales,low
-0.89,0.87,5,275,6,0,1,0,marketing,low
-0.48,0.88,3,239,3,0,1,0,sales,low
-0.11,0.82,6,304,4,1,1,0,accounting,low
-0.38,0.55,2,145,3,0,1,0,support,low
-0.11,0.85,6,259,4,0,1,0,technical,medium
-0.82,0.86,4,264,5,0,1,0,management,medium
-0.37,0.45,2,160,3,0,1,0,marketing,medium
-0.4,0.48,2,138,3,0,1,0,marketing,medium
-0.43,0.47,2,137,3,0,1,0,marketing,medium
-0.44,0.5,2,156,3,0,1,0,sales,medium
-0.42,0.56,2,147,3,0,1,0,sales,medium
-0.11,0.8,7,243,4,0,1,0,sales,medium
-0.78,0.87,4,236,5,0,1,0,sales,medium
-0.46,0.86,2,212,4,0,1,0,sales,medium
-0.77,0.91,5,261,6,0,1,0,sales,medium
-0.83,0.82,4,243,5,0,1,0,sales,medium
-0.32,0.58,5,271,5,0,1,0,sales,high
-0.9,0.92,5,154,4,0,1,0,sales,low
-0.42,0.52,2,151,3,0,1,0,sales,medium
-0.1,0.96,6,254,4,1,1,0,sales,medium
-0.1,0.91,6,285,4,0,1,0,sales,medium
-0.44,0.49,2,130,3,0,1,0,sales,medium
-0.1,0.95,7,301,4,0,1,0,sales,low
-0.11,0.8,6,286,4,0,1,0,sales,low
-0.1,0.89,6,246,4,0,1,0,sales,low
-0.39,0.47,2,135,3,0,1,0,sales,low
-0.92,0.92,4,245,5,0,1,0,sales,low
-0.43,0.56,2,136,3,0,1,0,sales,low
-0.11,0.89,6,301,4,0,1,0,accounting,low
-0.81,1,5,235,5,0,1,0,accounting,low
-0.11,0.85,7,272,4,0,1,0,accounting,low
-0.87,1,5,274,5,0,1,0,hr,low
-0.37,0.46,2,131,3,0,1,0,hr,low
-0.39,0.56,2,135,3,0,1,0,hr,low
-0.61,0.86,4,196,4,0,1,0,hr,low
-0.11,0.95,6,285,4,0,1,0,technical,low
-0.09,0.9,7,289,5,0,1,0,technical,low
-0.36,0.52,2,157,3,0,1,0,technical,low
-0.09,0.94,6,308,4,0,1,0,technical,low
-0.41,0.71,4,301,5,0,1,0,technical,low
-0.4,0.46,2,131,3,0,1,0,technical,low
-0.1,0.91,6,262,5,1,1,0,technical,low
-0.46,0.53,2,143,3,1,1,0,technical,low
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-0.41,0.5,2,153,3,0,1,0,technical,medium
-0.1,0.94,7,281,4,0,1,0,technical,medium
-0.39,0.51,2,132,3,0,1,0,support,medium
-0.73,0.83,5,270,5,1,1,0,support,medium
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-0.37,0.51,2,140,3,0,1,0,support,medium
-0.38,0.5,2,150,3,1,1,0,support,medium
-0.8,0.63,5,180,5,0,1,0,support,medium
-0.09,0.85,5,281,4,0,1,0,support,medium
-0.85,0.92,4,275,5,0,1,0,support,medium
-0.42,0.54,2,130,3,0,1,0,support,medium
-0.41,0.48,2,130,3,0,1,0,support,high
-0.38,0.46,2,147,3,0,1,0,support,low
-0.72,1,5,264,5,0,1,0,technical,medium
-0.11,0.74,6,290,5,0,1,0,technical,medium
-0.37,0.47,2,150,3,0,1,0,technical,medium
-0.1,0.81,6,304,4,0,1,0,management,medium
-0.36,0.54,2,136,3,0,1,0,IT,low
-0.92,0.94,5,307,5,0,1,0,IT,low
-0.11,0.87,5,303,4,0,1,0,IT,low
-0.39,0.56,2,156,3,0,1,0,IT,low
-0.11,0.95,6,271,4,0,1,0,IT,low
-0.45,0.45,2,140,3,0,1,0,product_mng,low
-0.44,0.55,2,130,3,1,1,0,product_mng,low
-0.85,0.97,4,266,6,0,1,0,product_mng,low
-0.43,0.52,2,139,3,0,1,0,product_mng,low
-0.75,0.86,5,260,5,0,1,0,IT,low
-0.11,0.55,2,137,3,1,1,0,RandD,low
-0.36,0.5,2,158,3,0,1,0,RandD,low
-0.1,0.79,6,249,4,0,1,0,RandD,low
-0.74,0.89,5,259,5,0,1,0,RandD,low
-0.4,0.46,2,144,3,0,1,0,RandD,low
-0.09,0.77,6,244,4,0,1,0,marketing,low
-0.76,0.91,4,219,5,0,1,0,sales,low
-0.45,0.57,2,151,3,0,1,0,accounting,low
-0.84,0.88,4,269,5,0,1,0,support,low
-0.38,0.45,2,127,3,0,1,0,technical,low
-0.38,0.46,2,144,3,0,1,0,management,low
-0.38,0.54,2,157,3,0,1,0,marketing,medium
-0.86,0.94,5,224,5,0,1,0,marketing,medium
-0.37,0.46,2,155,3,0,1,0,marketing,medium
-0.37,0.5,2,131,3,0,1,0,sales,medium
-0.87,1,4,258,5,1,1,1,sales,medium
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-0.42,0.5,2,141,3,0,1,0,sales,medium
-0.43,0.48,2,160,3,0,1,0,sales,medium
-0.09,0.8,6,247,4,0,1,0,sales,medium
-0.54,0.56,4,260,3,0,1,0,sales,medium
-0.4,0.47,2,151,3,0,1,0,sales,medium
-0.36,0.52,2,137,3,1,1,0,sales,medium
-0.87,0.9,4,256,5,0,1,0,sales,high
-0.75,0.88,4,239,5,0,1,0,sales,low
-0.43,0.53,2,152,3,0,1,0,sales,medium
-0.43,0.47,2,149,3,0,1,0,sales,medium
-0.1,0.87,6,284,4,0,1,0,sales,medium
-0.11,0.78,7,248,4,0,1,0,sales,medium
-0.44,0.53,2,156,3,0,1,0,sales,low
-0.39,0.48,2,138,3,0,1,0,sales,low
-0.4,0.55,2,155,3,0,1,0,sales,low
-0.92,0.87,4,229,6,0,1,0,sales,low
-0.36,0.47,2,136,3,0,1,0,accounting,low
-0.86,0.95,4,241,5,0,1,0,accounting,low
-0.74,0.87,5,258,5,0,1,0,accounting,low
-0.8,0.95,3,146,5,0,1,0,hr,low
-0.36,0.48,2,145,3,0,1,0,hr,low
-0.42,0.57,2,159,3,0,1,0,hr,low
-0.42,0.47,2,129,3,0,1,0,hr,low
-0.4,0.45,2,142,3,0,1,0,technical,low
-0.46,0.53,2,129,3,0,1,0,technical,low
-0.09,0.9,6,287,4,0,1,0,technical,low
-0.88,0.89,4,275,5,0,1,0,technical,low
-0.1,0.82,6,272,4,0,1,0,technical,low
-0.1,0.97,6,307,4,0,1,0,technical,low
-0.11,0.93,4,295,3,0,1,0,technical,low
-0.84,0.88,5,237,5,0,1,0,technical,low
-0.42,0.56,2,158,3,0,1,0,technical,low
-0.1,0.86,6,266,4,1,1,0,technical,low
-0.1,0.95,6,256,4,0,1,0,technical,medium
-0.46,0.54,2,158,3,0,1,0,support,medium
-0.09,0.97,7,268,4,0,1,0,support,medium
-0.89,1,4,237,5,0,1,0,support,medium
-0.82,1,4,273,6,0,1,0,support,medium
-0.11,0.89,6,309,4,0,1,0,support,medium
-0.81,0.84,5,258,5,0,1,0,support,medium
-0.81,0.94,5,233,6,0,1,0,support,medium
-0.77,1,4,249,6,0,1,0,support,medium
-0.63,0.94,3,179,2,0,1,0,support,medium
-0.4,0.57,2,128,3,0,1,0,support,medium
-0.86,1,4,250,6,0,1,0,support,medium
-0.37,0.49,2,151,3,0,1,0,technical,high
-0.44,0.5,2,132,3,0,1,0,technical,low
-0.74,0.89,5,232,6,0,1,0,technical,medium
-0.79,1,4,229,5,1,1,0,management,medium
-0.09,0.92,6,261,4,0,1,0,IT,medium
-0.37,0.48,2,129,3,0,1,0,IT,medium
-0.09,0.78,6,244,4,0,1,0,IT,low
-0.09,0.84,6,258,4,0,1,0,IT,low
-0.1,0.8,7,292,5,0,1,0,IT,low
-0.45,0.56,2,143,3,0,1,0,product_mng,low
-0.4,0.51,2,136,3,0,1,0,product_mng,low
-0.31,0.95,6,235,5,0,1,0,product_mng,low
-0.7,0.93,2,310,3,0,1,0,product_mng,low
-0.36,0.48,2,152,3,0,1,0,IT,low
-0.34,0.97,6,157,5,1,1,0,RandD,low
-0.87,0.83,5,267,5,0,1,0,RandD,low
-0.11,0.91,6,302,4,0,1,0,RandD,low
-0.47,0.81,4,133,3,0,1,0,RandD,low
-0.43,0.52,2,142,3,0,1,0,RandD,low
-0.43,0.47,2,129,3,0,1,0,marketing,low
-0.45,0.57,2,136,3,0,1,0,sales,low
-0.74,1,5,223,5,0,1,0,accounting,low
-0.1,0.89,6,244,4,1,1,0,support,low
-0.78,0.87,5,243,5,0,1,0,technical,low
-0.9,0.95,5,275,3,0,1,0,management,low
-0.53,0.95,6,205,4,0,1,0,marketing,low
-0.45,0.54,2,154,3,0,1,0,marketing,low
-0.86,0.83,4,270,5,0,1,0,marketing,medium
-0.74,0.89,4,267,5,0,1,0,sales,medium
-0.09,0.79,6,276,4,0,1,0,sales,medium
-0.8,0.95,5,244,5,0,1,0,sales,medium
-0.46,0.53,2,128,3,0,1,0,sales,medium
-0.86,0.95,5,269,6,0,1,0,sales,medium
-0.86,0.95,4,238,5,0,1,0,sales,medium
-0.9,0.91,4,269,5,0,1,0,sales,medium
-0.87,0.88,5,231,6,0,1,0,sales,medium
-0.83,0.94,4,267,5,0,1,0,sales,medium
-0.77,0.83,4,245,5,0,1,0,sales,medium
-0.77,1,4,272,5,0,1,0,sales,medium
-0.9,0.86,5,254,5,0,1,0,sales,high
-0.73,0.92,4,273,5,0,1,0,sales,low
-0.91,0.9,4,250,5,0,1,0,sales,medium
-0.36,0.53,2,133,3,0,1,0,sales,medium
-0.38,0.54,2,150,3,0,1,0,sales,medium
-0.44,0.46,2,157,3,0,1,0,sales,medium
-0.73,1,5,230,5,0,1,0,sales,low
-0.89,0.91,5,260,5,0,1,0,sales,low
-0.11,0.77,6,275,4,0,1,0,accounting,low
-0.1,0.77,7,308,4,0,1,0,accounting,low
-0.37,0.46,2,129,3,0,1,0,accounting,low
-0.38,0.48,2,134,3,0,1,0,hr,low
-0.42,0.48,2,132,3,0,1,0,hr,low
-0.44,0.46,2,153,3,0,1,0,hr,low
-0.11,0.83,6,262,4,0,1,0,hr,low
-0.09,0.97,7,262,4,0,1,0,technical,low
-0.43,0.47,2,130,3,0,1,0,technical,low
-0.38,0.52,2,156,3,0,1,0,technical,low
-0.11,0.89,6,254,4,0,1,0,technical,low
-0.37,0.49,2,130,3,0,1,0,technical,low
-0.44,0.57,2,139,3,0,1,0,technical,low
-0.72,0.82,5,269,5,0,1,0,technical,low
-0.1,0.91,7,297,4,0,1,0,technical,low
-0.73,0.86,5,249,5,0,1,0,technical,low
-0.09,0.82,7,267,4,0,1,0,technical,low
-0.44,0.46,2,149,3,0,1,0,technical,low
-0.09,0.82,6,251,4,0,1,0,support,low
-0.1,0.87,6,306,4,0,1,0,support,medium
-0.11,0.86,6,279,4,0,1,0,support,medium
-0.42,0.46,2,131,3,0,1,0,support,medium
-0.09,0.85,6,260,4,0,1,0,support,medium
-0.72,0.88,5,249,5,0,1,0,support,medium
-0.75,0.97,4,245,5,0,1,0,support,medium
-0.44,0.5,2,138,3,0,1,0,support,medium
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-0.38,0.47,2,147,3,0,1,0,support,medium
-0.39,0.57,2,131,3,0,1,0,support,medium
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-0.43,0.52,2,141,3,0,1,0,technical,medium
-0.39,0.57,2,158,3,0,1,0,technical,high
-0.88,0.87,4,235,6,0,1,0,management,low
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-0.1,0.89,5,270,4,0,1,0,IT,medium
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-0.37,0.48,2,160,3,0,1,0,IT,low
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-0.91,0.94,5,218,6,0,1,0,product_mng,low
-0.46,0.51,2,155,3,0,1,0,product_mng,low
-0.11,0.87,6,291,4,0,1,0,product_mng,low
-0.86,0.91,5,265,5,0,1,0,IT,low
-0.87,0.88,5,262,6,0,1,0,sales,low
-0.09,0.92,6,303,5,0,1,0,sales,low
-0.42,0.46,2,132,3,0,1,0,sales,low
-0.82,0.83,4,245,5,1,1,0,sales,low
-0.46,0.48,2,129,3,0,1,0,sales,low
-0.88,1,5,226,6,0,1,0,marketing,low
-0.1,0.91,6,286,4,0,1,0,marketing,low
-0.43,0.45,2,140,3,0,1,0,sales,low
-0.37,0.49,2,153,3,0,1,0,accounting,low
-0.8,0.95,5,217,5,0,1,0,support,low
-0.83,0.95,5,258,5,0,1,0,technical,low
-0.39,0.57,2,156,3,0,1,0,management,low
-0.77,0.92,5,255,5,0,1,0,marketing,low
-0.43,0.46,2,129,3,0,1,0,marketing,low
-0.79,0.96,4,234,5,0,1,0,marketing,low
-0.39,0.55,2,152,3,1,1,0,sales,medium
-0.1,0.88,7,300,4,0,1,0,sales,medium
-0.39,0.53,2,131,3,0,1,0,sales,medium
-0.11,0.89,6,301,4,0,1,0,sales,medium
-0.4,0.51,2,156,3,0,1,0,sales,medium
-0.42,0.52,2,141,3,1,1,0,sales,medium
-0.57,0.85,4,219,2,1,1,0,sales,medium
-0.11,0.95,7,269,5,0,1,0,sales,medium
-0.36,0.73,4,276,2,0,1,0,sales,medium
-0.11,0.94,7,302,4,0,1,0,sales,medium
-0.35,0.8,6,281,2,0,1,0,sales,medium
-0.78,0.99,5,241,5,0,1,0,sales,medium
-0.11,0.93,7,288,4,0,1,0,sales,high
-0.1,0.96,6,303,4,0,1,0,sales,low
-0.42,0.54,2,135,3,0,1,0,sales,medium
-0.43,0.5,2,127,3,1,1,0,sales,medium
-0.79,0.84,5,245,5,0,1,0,sales,medium
-0.45,0.45,2,145,3,0,1,0,sales,medium
-0.09,0.91,6,248,4,0,1,0,sales,low
-0.11,0.91,6,302,4,0,1,0,accounting,low
-0.45,0.49,2,144,3,0,1,0,accounting,low
-0.11,0.91,6,272,4,0,1,0,accounting,low
-0.09,0.8,6,294,4,0,1,0,hr,low
-0.78,0.71,4,296,3,0,1,0,hr,low
-0.38,0.5,2,151,3,1,1,0,hr,low
-0.82,0.82,4,249,5,0,1,0,hr,low
-0.85,0.89,4,221,5,0,1,0,technical,low
-0.45,0.46,2,146,3,0,1,0,technical,low
-0.77,0.89,5,243,5,0,1,0,technical,low
-0.39,0.5,2,127,3,0,1,0,technical,low
-0.91,0.9,4,245,5,0,1,0,technical,low
-0.11,0.77,6,264,4,0,1,0,technical,low
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-0.43,0.49,2,135,3,0,1,0,technical,low
-0.11,0.96,6,262,4,1,1,0,technical,low
-0.1,0.93,6,299,4,0,1,0,technical,low
-0.09,0.8,5,279,4,0,1,0,technical,low
-0.36,0.51,2,155,3,0,1,0,support,low
-0.11,0.89,6,264,4,0,1,0,support,low
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-0.44,0.51,2,129,3,0,1,0,support,medium
-0.73,0.97,5,217,6,0,1,0,support,medium
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-0.8,0.85,4,264,5,0,1,0,support,medium
-0.37,0.55,2,159,3,0,1,0,support,medium
-0.79,0.96,5,218,5,0,1,0,support,medium
-0.09,0.8,6,298,4,0,1,0,support,medium
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-0.42,0.97,6,259,4,0,1,0,management,high
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-0.44,0.53,2,152,3,0,1,0,IT,medium
-0.81,0.98,5,237,5,0,1,0,IT,medium
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-0.75,0.83,5,262,5,0,1,0,product_mng,low
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-0.09,0.87,7,278,4,0,1,0,IT,low
-0.74,0.97,5,238,5,0,1,0,IT,low
-0.44,0.56,2,127,3,0,1,0,IT,low
-0.76,0.95,4,259,5,0,1,0,RandD,low
-0.42,0.56,2,146,3,0,1,0,RandD,low
-0.75,1,4,243,5,0,1,0,RandD,low
-0.36,0.52,2,137,3,0,1,0,marketing,low
-0.75,0.93,5,229,5,0,1,0,sales,low
-0.4,0.46,2,134,3,0,1,0,accounting,low
-0.75,0.89,4,228,5,0,1,0,support,low
-0.09,0.84,6,301,4,0,1,0,technical,low
-0.39,0.46,2,127,3,0,1,0,management,low
-0.4,0.48,2,142,3,0,1,0,marketing,low
-0.39,0.54,2,131,3,0,1,0,marketing,low
-0.1,0.85,7,310,5,0,1,0,marketing,low
-0.42,0.55,2,148,3,0,1,0,sales,low
-0.37,0.52,2,143,3,0,1,0,sales,medium
-0.11,0.98,6,250,4,0,1,0,sales,medium
-0.09,0.88,7,265,4,0,1,0,sales,medium
-0.41,0.54,2,152,3,0,1,0,sales,medium
-0.42,0.49,2,145,3,0,1,0,sales,medium
-0.4,0.49,2,140,3,0,1,0,sales,medium
-0.36,0.47,2,129,3,0,1,0,sales,medium
-0.74,0.9,4,226,5,0,1,0,sales,medium
-0.66,1,5,269,5,0,1,0,sales,medium
-0.38,0.47,2,152,3,0,1,0,sales,medium
-0.43,0.51,2,132,3,0,1,0,sales,medium
-0.43,0.53,2,148,3,0,1,0,sales,medium
-0.1,0.85,6,297,5,0,1,0,sales,high
-0.82,0.85,4,274,5,0,1,0,sales,low
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-0.1,0.93,6,288,4,0,1,0,sales,medium
-0.43,0.49,2,155,3,0,1,0,sales,medium
-0.09,0.94,7,247,4,0,1,0,sales,medium
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-0.1,0.82,7,284,4,0,1,0,accounting,low
-0.88,0.92,4,225,5,0,1,0,accounting,low
-0.43,0.57,2,151,3,1,1,0,hr,low
-0.42,0.5,2,155,3,0,1,0,hr,low
-0.85,1,4,234,5,0,1,0,hr,low
-0.38,0.49,2,144,3,0,1,0,hr,low
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-0.41,0.48,2,126,3,0,1,0,technical,low
-0.88,0.92,4,233,6,0,1,0,technical,low
-0.78,0.96,4,241,5,0,1,0,technical,low
-0.45,0.48,2,138,3,0,1,0,technical,low
-0.09,0.95,6,260,4,1,1,0,technical,low
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-0.36,0.51,2,143,3,0,1,0,technical,low
-0.86,0.98,4,270,5,0,1,0,technical,low
-0.1,0.92,6,285,4,0,1,0,technical,low
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-0.42,0.53,2,158,3,0,1,0,support,low
-0.36,0.55,2,134,3,0,1,0,support,low
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-0.38,0.57,2,131,3,0,1,0,support,medium
-0.11,0.97,6,288,4,0,1,0,support,medium
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-0.87,0.95,5,227,5,0,1,0,support,medium
-0.45,0.53,2,131,3,0,1,0,support,medium
-0.1,0.83,6,283,5,0,1,0,support,medium
-0.44,0.54,2,139,3,0,1,0,support,medium
-0.78,1,4,267,5,0,1,0,technical,medium
-0.38,0.56,2,148,3,0,1,0,technical,medium
-0.85,0.84,5,272,6,0,1,0,technical,medium
-0.36,0.48,2,148,3,1,1,0,management,medium
-0.75,0.88,5,270,5,0,1,0,IT,high
-0.81,0.81,4,218,5,1,1,0,IT,low
-0.4,0.55,2,150,3,0,1,0,IT,medium
-0.83,0.83,5,260,5,0,1,0,IT,medium
-0.41,0.52,2,127,3,0,1,0,IT,medium
-0.42,0.57,2,134,3,0,1,0,product_mng,medium
-0.09,0.83,7,258,4,0,1,0,product_mng,low
-0.87,0.81,5,304,5,0,1,0,product_mng,low
-0.43,0.56,6,149,4,0,1,0,product_mng,low
-0.39,0.51,2,139,3,0,1,0,IT,low
-0.1,0.9,6,272,5,0,1,0,RandD,low
-0.41,0.52,2,132,3,0,1,0,RandD,low
-0.72,1,2,240,2,0,1,0,RandD,low
-0.44,0.55,2,137,3,0,1,0,RandD,low
-0.38,0.5,2,139,3,0,1,0,RandD,low
-0.46,0.52,2,148,3,0,1,0,RandD,low
-0.4,0.49,2,149,3,0,1,0,marketing,low
-0.45,0.45,2,131,3,0,1,0,sales,low
-0.89,0.89,5,262,5,0,1,0,accounting,low
-0.1,0.97,7,284,4,0,1,0,support,low
-0.46,0.48,2,161,3,0,1,0,technical,low
-0.09,0.78,7,290,4,0,1,0,management,low
-0.45,0.57,2,149,3,0,1,0,marketing,low
-0.89,0.98,4,242,6,0,1,0,marketing,low
-0.62,0.77,5,227,4,0,1,0,marketing,low
-0.11,0.93,6,276,4,0,1,0,sales,low
-0.44,0.5,2,135,3,0,1,0,sales,low
-0.09,0.94,6,266,4,0,1,0,sales,medium
-0.56,0.75,5,236,2,0,1,0,sales,medium
-0.77,0.89,4,270,5,0,1,0,sales,medium
-0.39,0.49,2,146,3,0,1,0,sales,medium
-0.1,0.92,5,272,4,0,1,0,sales,medium
-0.72,0.85,5,246,5,0,1,0,sales,medium
-0.4,0.52,2,136,3,0,1,0,sales,medium
-0.11,0.81,6,260,4,0,1,0,sales,medium
-0.88,1,5,247,5,0,1,0,sales,medium
-0.37,0.51,2,127,3,0,1,0,sales,medium
-0.11,0.96,6,267,4,0,1,0,sales,medium
-0.4,0.52,2,143,3,0,1,0,sales,medium
-0.1,0.86,6,306,4,0,1,0,sales,high
-0.62,0.89,3,131,4,0,1,0,sales,low
-0.78,0.86,4,249,5,0,1,0,sales,medium
-0.37,0.52,2,144,3,0,1,0,sales,medium
-0.76,0.82,4,254,5,1,1,0,sales,medium
-0.42,0.53,2,131,3,0,1,0,accounting,medium
-0.1,0.77,6,272,4,0,1,0,accounting,low
-0.42,0.47,2,157,3,0,1,0,accounting,low
-0.1,0.96,7,301,4,0,1,0,hr,low
-0.1,0.81,6,252,4,0,1,0,hr,low
-0.42,0.47,2,130,3,0,1,0,hr,low
-0.09,0.86,6,297,4,0,1,0,hr,low
-0.1,0.8,6,248,4,0,1,0,technical,low
-0.11,0.89,7,257,4,0,1,0,technical,low
-0.44,0.53,2,147,3,0,1,0,technical,low
-0.87,0.9,3,307,5,0,1,0,technical,low
-0.44,0.46,2,154,3,0,1,0,technical,low
-0.41,0.56,2,143,3,0,1,0,technical,low
-0.51,0.79,4,134,3,0,1,0,technical,low
-0.89,0.96,5,221,5,0,1,0,technical,low
-0.1,0.96,6,275,4,0,1,0,technical,low
-0.9,0.94,5,247,5,0,1,0,technical,low
-0.36,0.55,2,131,3,0,1,0,technical,low
-0.44,0.54,2,150,3,0,1,0,support,low
-0.39,0.57,2,150,3,0,1,0,support,low
-0.38,1,5,137,4,0,1,0,support,low
-0.73,0.95,4,223,6,0,1,0,support,low
-0.1,0.96,6,292,4,0,1,0,support,medium
-0.89,0.83,5,130,4,1,1,0,support,medium
-0.87,0.85,5,221,6,0,1,0,support,medium
-0.84,0.89,4,245,5,1,1,0,support,medium
-0.11,0.77,6,274,4,0,1,0,support,medium
-0.74,1,5,248,5,0,1,0,support,medium
-0.79,0.97,4,243,5,0,1,0,support,medium
-0.1,0.92,7,273,4,0,1,0,technical,medium
-0.83,0.95,5,221,5,0,1,0,technical,medium
-0.1,0.79,6,271,4,0,1,0,technical,medium
-0.45,0.5,2,157,3,0,1,0,management,medium
-0.29,0.48,2,249,4,0,1,0,IT,medium
-0.46,0.46,2,145,3,0,1,0,IT,high
-0.11,0.83,6,262,5,0,1,0,IT,low
-0.75,0.89,5,272,5,0,1,0,IT,medium
-0.4,0.5,2,129,3,0,1,0,IT,medium
-0.37,0.46,2,134,3,0,1,0,product_mng,medium
-0.41,0.52,2,147,3,0,1,0,product_mng,medium
-0.1,0.83,6,293,4,0,1,0,product_mng,low
-0.39,0.52,2,129,3,0,1,0,product_mng,low
-0.4,0.45,2,140,3,0,1,0,IT,low
-0.41,0.52,2,132,3,0,1,0,RandD,low
-0.11,0.89,6,284,4,0,1,0,RandD,low
-0.74,0.99,5,263,5,0,1,0,RandD,low
-0.42,0.46,2,143,3,0,1,0,RandD,low
-0.88,0.88,4,265,5,0,1,0,RandD,low
-0.37,0.53,2,147,3,0,1,0,RandD,low
-0.78,0.81,4,253,5,0,1,0,marketing,low
-0.46,0.5,2,141,3,0,1,0,sales,low
-0.74,1,5,222,6,0,1,0,accounting,low
-0.11,0.86,6,273,4,1,1,0,support,low
-0.8,0.87,5,240,6,0,1,0,technical,low
-0.37,0.48,2,154,3,0,1,0,management,low
-0.87,0.92,4,253,6,0,1,0,marketing,low
-0.9,0.84,5,221,5,0,1,0,marketing,low
-0.1,0.88,6,263,4,0,1,0,marketing,low
-0.43,0.46,2,145,3,0,1,0,sales,low
-0.11,0.91,6,279,4,0,1,0,sales,low
-0.4,0.46,2,146,3,0,1,0,sales,low
-0.09,0.93,7,270,4,0,1,0,sales,medium
-0.4,0.5,2,135,3,0,1,0,sales,medium
-0.14,0.7,5,236,3,0,1,0,sales,medium
-0.4,0.49,2,151,3,0,1,0,sales,medium
-0.11,0.79,6,244,4,1,1,0,sales,medium
-0.72,1,4,169,3,0,1,0,sales,medium
-0.39,0.57,2,157,3,0,1,0,sales,medium
-0.82,0.93,4,246,5,0,1,0,sales,medium
-0.41,0.52,2,142,3,0,1,0,sales,medium
-0.45,0.51,2,156,3,0,1,0,sales,medium
-0.2,0.7,6,281,5,0,1,0,sales,medium
-0.43,0.53,2,146,3,0,1,0,sales,medium
-0.39,0.55,2,156,3,0,1,0,sales,high
-0.11,0.86,6,299,4,1,1,0,sales,low
-0.45,0.47,2,136,3,0,1,0,sales,medium
-0.11,0.87,6,272,4,0,1,0,sales,medium
-0.84,0.86,5,240,5,0,1,0,accounting,medium
-0.86,0.96,5,245,6,0,1,0,accounting,medium
-0.79,0.93,5,269,5,0,1,0,accounting,low
-0.39,0.57,2,130,3,0,1,0,hr,low
-0.15,0.62,4,257,3,0,1,0,hr,low
-0.81,1,4,241,5,0,1,0,hr,low
-0.39,0.53,2,136,3,0,1,0,hr,low
-0.92,0.94,4,219,5,0,1,0,technical,low
-0.9,0.98,5,271,5,0,1,0,technical,low
-0.32,0.6,2,280,4,0,1,0,technical,low
-0.46,0.46,2,140,3,0,1,0,technical,low
-0.83,0.98,4,254,5,0,1,0,technical,low
-0.39,0.47,2,131,3,0,1,0,technical,low
-0.2,0.9,6,138,3,0,1,0,technical,low
-0.11,0.85,6,295,4,0,1,0,technical,low
-0.11,0.96,6,301,5,0,1,0,technical,low
-0.1,0.95,7,296,4,0,1,0,technical,low
-0.75,0.87,5,246,5,0,1,0,technical,low
-0.44,0.57,2,145,3,0,1,0,support,low
-0.86,0.93,5,241,5,1,1,0,support,low
-0.1,0.82,6,269,4,0,1,0,support,low
-0.39,0.49,2,146,3,0,1,0,support,low
-0.45,0.48,2,149,3,0,1,0,support,low
-0.1,0.94,7,287,4,0,1,0,support,medium
-0.36,0.55,2,138,3,0,1,0,support,medium
-0.57,0.61,4,158,5,0,1,0,support,medium
-0.09,0.87,6,266,4,0,1,0,support,medium
-0.87,0.91,4,255,5,0,1,0,support,medium
-0.43,0.52,2,156,3,0,1,0,support,medium
-0.36,0.5,2,147,3,0,1,0,technical,medium
-0.91,0.99,5,265,5,1,1,0,technical,medium
-0.41,0.48,2,136,3,0,1,0,technical,medium
-0.37,0.52,2,140,3,0,1,0,management,medium
-0.43,0.45,2,146,3,0,1,0,IT,medium
-0.43,0.57,2,142,3,0,1,0,IT,medium
-0.4,0.53,2,155,3,0,1,0,IT,high
-0.1,0.89,7,285,4,0,1,0,IT,low
-0.76,0.99,4,253,5,1,1,0,IT,medium
-0.82,0.93,4,248,5,0,1,0,product_mng,medium
-0.11,0.83,7,255,5,0,1,0,product_mng,medium
-0.43,0.52,2,154,3,1,1,0,product_mng,medium
-0.11,0.88,7,305,4,0,1,0,product_mng,low
-0.41,0.48,2,141,3,0,1,0,IT,low
-0.73,0.87,5,252,5,0,1,0,RandD,low
-0.37,0.57,2,157,3,0,1,0,RandD,low
-0.11,0.89,6,250,4,0,1,0,RandD,low
-0.46,0.52,2,131,3,0,1,0,RandD,low
-0.41,0.5,2,149,3,0,1,0,RandD,low
-0.78,0.78,4,260,5,0,1,0,RandD,low
-0.78,0.86,5,260,6,0,1,0,marketing,low
-0.72,0.86,5,251,5,0,1,0,sales,low
-0.63,0.83,6,242,5,0,1,0,accounting,low
-0.55,1,6,136,3,0,1,0,support,low
-0.45,0.55,2,155,3,0,1,0,technical,low
-0.39,0.51,2,155,3,0,1,0,management,low
-0.1,0.81,6,248,4,0,1,0,marketing,low
-0.4,0.5,2,136,3,0,1,0,marketing,low
-0.39,0.54,2,133,3,0,1,0,marketing,low
-0.78,0.45,4,128,2,0,1,0,sales,low
-0.42,0.53,2,142,3,0,1,0,sales,low
-0.39,0.54,2,149,3,0,1,0,sales,low
-0.46,0.57,2,145,3,0,1,0,sales,low
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-0.1,0.83,6,264,4,1,1,0,sales,medium
-0.1,0.89,7,272,4,0,1,0,sales,medium
-0.78,0.86,5,256,5,0,1,0,sales,medium
-0.4,0.65,2,296,5,0,1,0,sales,medium
-0.45,0.51,2,155,3,1,1,0,sales,medium
-0.39,0.56,2,130,3,0,1,0,sales,medium
-0.43,0.48,2,157,3,0,1,0,sales,medium
-0.09,0.96,6,245,4,0,1,0,sales,medium
-0.79,0.86,5,226,5,0,1,0,sales,medium
-0.44,0.47,2,156,3,1,1,0,sales,medium
-0.79,0.95,5,228,5,0,1,0,sales,high
-0.38,0.46,2,155,3,0,1,0,sales,low
-0.36,0.56,2,159,3,0,1,0,sales,medium
-0.39,0.57,2,142,3,0,1,0,accounting,medium
-0.09,0.93,6,271,4,0,1,0,accounting,medium
-0.16,0.65,4,277,5,0,1,0,accounting,medium
-0.09,0.77,6,310,4,0,1,0,hr,low
-0.11,0.87,6,254,4,0,1,0,hr,low
-0.44,0.56,2,142,3,0,1,0,hr,low
-0.11,0.88,7,253,4,0,1,0,hr,low
-0.11,0.97,6,260,4,0,1,0,technical,low
-0.45,0.52,2,147,3,0,1,0,technical,low
-0.1,0.96,7,288,4,0,1,0,technical,low
-0.4,0.46,2,160,3,0,1,0,technical,low
-0.38,0.55,2,130,3,0,1,0,technical,low
-0.39,0.56,2,133,3,0,1,0,technical,low
-0.38,0.55,2,160,3,0,1,0,technical,low
-0.38,0.45,2,151,3,0,1,0,technical,low
-0.17,0.75,3,188,4,0,1,0,technical,low
-0.79,0.84,5,247,5,0,1,0,technical,low
-0.1,0.85,7,259,4,0,1,0,technical,low
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-0.42,0.49,2,152,3,0,1,0,support,low
-0.44,0.48,2,128,3,0,1,0,support,low
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-0.39,0.48,2,151,3,0,1,0,support,low
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-0.86,0.91,5,245,5,0,1,0,support,medium
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-0.38,0.47,2,140,3,1,1,0,IT,low
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-0.42,0.48,2,148,3,1,1,0,RandD,low
-0.74,0.86,5,262,5,0,1,0,RandD,low
-0.1,0.8,6,261,4,0,1,0,RandD,low
-0.82,0.9,5,248,5,0,1,0,RandD,low
-0.38,0.55,2,131,3,0,1,0,marketing,low
-0.41,0.56,2,160,3,0,1,0,sales,low
-0.4,0.47,2,152,3,0,1,0,accounting,low
-0.83,0.98,4,249,5,0,1,0,support,low
-0.36,0.57,2,144,3,0,1,0,technical,low
-0.75,0.98,4,245,5,0,1,0,management,low
-0.44,0.53,2,146,3,0,1,0,marketing,low
-0.1,0.94,6,297,5,0,1,0,marketing,low
-0.39,0.52,2,148,3,1,1,0,marketing,low
-0.09,0.84,7,260,4,0,1,0,sales,low
-0.4,0.57,2,152,3,0,1,0,sales,low
-0.41,0.54,2,135,3,0,1,0,sales,low
-0.83,0.92,4,235,5,0,1,0,sales,low
-0.42,0.47,2,145,3,0,1,0,sales,low
-0.61,0.46,5,220,4,0,1,0,sales,low
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-0.77,0.81,5,237,5,0,1,0,sales,medium
-0.81,0.95,4,275,5,0,1,0,sales,medium
-0.1,0.78,6,310,4,0,1,0,sales,medium
-0.73,0.84,5,251,6,0,1,0,sales,medium
-0.09,0.83,6,250,4,0,1,0,sales,medium
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-0.88,1,4,259,5,0,1,0,sales,medium
-0.09,0.87,7,305,4,0,1,0,sales,medium
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-0.17,0.55,6,250,5,0,1,0,sales,medium
-0.82,0.82,5,220,6,0,1,0,sales,medium
-0.9,0.83,4,266,5,0,1,0,sales,high
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-0.44,0.5,2,154,3,0,1,0,accounting,medium
-0.5,0.85,4,138,3,0,1,0,accounting,medium
-0.14,0.61,6,291,5,0,1,0,hr,medium
-0.77,0.82,4,217,5,0,1,0,hr,medium
-0.09,0.83,6,286,4,0,1,0,hr,low
-0.11,0.88,6,290,4,0,1,0,hr,low
-0.44,0.57,2,148,3,0,1,0,technical,low
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-0.1,0.86,7,261,5,0,1,0,technical,low
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-0.74,0.96,4,231,5,0,1,0,technical,low
-0.39,0.48,2,154,3,0,1,0,technical,low
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-0.8,0.83,5,275,5,0,1,0,support,low
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-0.36,0.54,2,158,3,0,1,0,support,low
-0.1,0.96,6,310,5,0,1,0,support,low
-0.65,0.86,2,181,2,0,1,0,support,low
-0.49,0.73,4,244,3,0,1,0,support,low
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-0.11,0.8,6,259,5,0,1,0,support,medium
-0.73,0.91,4,247,5,0,1,0,support,medium
-0.43,0.46,2,129,3,0,1,0,technical,medium
-0.73,0.93,5,229,5,0,1,0,technical,medium
-0.76,0.85,5,236,6,0,1,0,technical,medium
-0.09,0.96,6,281,4,0,1,0,management,medium
-0.9,0.81,5,264,5,0,1,0,IT,medium
-0.1,0.81,6,308,4,0,1,0,IT,medium
-0.43,0.48,2,147,3,0,1,0,IT,medium
-0.41,0.55,2,159,3,0,1,0,IT,medium
-0.41,0.57,2,154,3,0,1,0,IT,medium
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-0.36,0.48,5,310,3,0,1,0,product_mng,medium
-0.83,0.95,5,230,5,0,1,0,IT,medium
-0.83,0.94,5,273,5,0,1,0,RandD,medium
-0.41,0.51,2,144,3,0,1,0,RandD,low
-0.11,0.93,7,296,4,0,1,0,RandD,low
-0.68,0.62,5,198,5,1,1,0,RandD,low
-0.43,0.53,2,157,3,0,1,0,RandD,low
-0.44,0.51,2,145,3,0,1,0,marketing,low
-0.87,0.94,5,219,5,0,1,0,marketing,low
-0.43,0.54,2,153,3,0,1,0,sales,low
-0.89,0.48,3,178,5,0,1,0,accounting,low
-0.83,0.88,5,239,5,0,1,0,support,low
-0.11,0.87,6,278,5,0,1,0,technical,low
-0.85,1,6,260,3,1,1,0,management,low
-0.89,0.97,4,264,5,0,1,0,marketing,low
-0.09,0.92,7,301,4,0,1,0,marketing,low
-0.43,0.55,4,134,3,0,1,0,marketing,low
-0.42,0.46,2,147,3,0,1,0,sales,low
-0.43,0.54,2,130,3,0,1,0,sales,low
-0.1,0.93,6,307,4,0,1,0,sales,low
-0.37,0.46,2,156,3,0,1,0,sales,low
-0.76,0.98,4,237,5,0,1,0,sales,low
-0.88,0.89,4,254,5,0,1,0,sales,low
-0.39,0.48,2,151,3,0,1,0,sales,low
-0.45,0.54,2,131,3,0,1,0,sales,medium
-0.91,0.95,5,241,5,0,1,0,sales,medium
-0.86,0.85,5,267,5,0,1,0,sales,medium
-0.39,0.53,2,153,3,0,1,0,sales,medium
-0.89,1,4,217,5,0,1,0,sales,medium
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-0.4,0.54,2,156,3,0,1,0,sales,medium
-0.86,0.97,5,269,5,0,1,0,sales,medium
-0.1,0.86,6,288,4,0,1,0,sales,medium
-0.1,0.85,6,283,4,0,1,0,sales,medium
-0.42,0.5,2,128,3,0,1,0,accounting,high
-0.36,0.46,2,130,3,0,1,0,accounting,low
-0.39,0.48,2,127,3,0,1,0,accounting,medium
-0.43,0.47,2,137,3,0,1,0,hr,medium
-0.36,0.49,2,133,3,0,1,0,hr,medium
-0.09,0.91,6,275,4,0,1,0,hr,medium
-0.42,0.55,2,146,3,0,1,0,hr,low
-0.42,0.46,2,135,3,0,1,0,technical,low
-0.91,0.89,5,217,5,0,1,0,technical,low
-0.41,0.56,2,154,3,0,1,0,technical,low
-0.11,0.78,6,247,4,0,1,0,technical,low
-0.09,0.83,6,295,5,0,1,0,technical,low
-0.83,1,5,224,5,0,1,0,technical,low
-0.11,0.78,6,281,4,0,1,0,technical,low
-0.1,0.93,7,258,4,0,1,0,technical,low
-0.42,0.55,2,150,3,0,1,0,technical,low
-0.1,0.97,7,282,4,0,1,0,technical,low
-0.38,0.51,2,138,3,0,1,0,technical,low
-0.77,0.98,4,238,6,0,1,0,support,low
-0.11,0.85,7,244,4,0,1,0,support,low
-0.87,0.97,5,250,6,0,1,0,support,low
-0.1,0.88,7,282,4,0,1,0,support,low
-0.1,0.89,7,253,4,0,1,0,support,low
-0.09,0.9,6,256,4,0,1,0,support,low
-0.84,0.85,5,260,5,0,1,0,support,low
-0.11,0.86,6,245,4,0,1,0,support,low
-0.81,0.97,5,230,5,0,1,0,support,low
-0.77,0.85,5,276,5,0,1,0,support,medium
-0.42,0.47,2,137,3,0,1,0,support,medium
-0.36,0.56,2,140,3,0,1,0,technical,medium
-0.81,0.83,5,269,6,0,1,0,technical,medium
-0.37,0.46,2,130,3,1,1,0,technical,medium
-0.1,0.96,6,264,4,0,1,0,management,medium
-0.14,0.55,6,175,5,0,1,0,IT,medium
-0.41,0.51,2,159,3,0,1,0,IT,medium
-0.44,0.55,2,128,3,0,1,1,IT,medium
-0.82,0.94,5,232,5,1,1,0,IT,medium
-0.67,0.54,3,166,5,0,1,0,IT,medium
-0.44,0.57,2,141,3,0,1,0,product_mng,medium
-0.42,0.54,2,143,3,0,1,0,product_mng,high
-0.84,0.83,4,239,5,0,1,0,product_mng,low
-0.86,1,4,232,5,0,1,0,product_mng,medium
-0.56,0.86,5,252,2,0,1,0,IT,medium
-0.09,0.93,6,255,4,0,1,0,RandD,medium
-0.1,0.81,7,270,4,0,1,0,RandD,medium
-0.39,0.54,2,149,3,0,1,0,RandD,low
-0.75,0.89,5,276,5,0,1,0,RandD,low
-0.43,0.55,2,159,3,0,1,0,RandD,low
-0.09,0.96,7,274,5,0,1,0,marketing,low
-0.83,0.94,4,264,5,0,1,0,sales,low
-0.59,1,3,156,4,0,1,0,accounting,low
-0.44,0.54,2,135,3,0,1,0,support,low
-0.38,0.49,2,128,3,0,1,0,technical,low
-0.76,0.98,5,242,5,0,1,0,management,low
-0.22,0.86,4,293,3,0,1,0,marketing,low
-0.4,0.46,2,141,3,0,1,0,marketing,low
-0.41,0.48,2,155,3,0,1,0,marketing,low
-0.38,0.51,2,141,3,0,1,0,sales,low
-0.45,0.68,4,212,4,1,1,0,sales,low
-0.39,0.56,2,160,3,0,1,0,sales,low
-0.45,0.47,2,150,3,0,1,0,sales,low
-0.42,0.53,2,132,3,1,1,0,sales,low
-0.1,0.87,6,248,4,0,1,0,sales,low
-0.78,0.96,5,272,5,0,1,0,sales,low
-0.39,0.56,2,160,3,0,1,0,sales,low
-0.1,0.87,7,299,4,0,1,0,sales,low
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-0.43,0.46,2,126,3,0,1,0,sales,medium
-0.38,0.45,2,132,3,0,1,0,sales,medium
-0.09,0.77,6,282,5,0,1,0,sales,medium
-0.39,0.53,2,141,3,0,1,0,sales,medium
-0.73,0.99,6,206,5,0,1,0,sales,medium
-0.38,0.49,2,140,3,0,1,0,sales,medium
-0.1,0.91,6,255,4,0,1,0,sales,medium
-0.41,0.54,2,133,3,0,1,0,sales,medium
-0.43,0.51,2,131,3,0,1,0,sales,medium
-0.79,0.96,4,257,5,0,1,0,accounting,medium
-0.1,0.81,6,269,4,0,1,0,accounting,medium
-0.11,0.97,6,254,4,0,1,0,accounting,high
-0.42,0.5,2,143,3,0,1,0,hr,low
-0.36,0.51,2,157,3,0,1,0,hr,medium
-0.63,0.93,5,163,3,0,1,0,hr,medium
-0.41,0.56,2,133,3,0,1,0,hr,medium
-0.36,0.46,2,157,3,0,1,0,technical,medium
-0.1,0.9,6,301,5,0,1,0,technical,low
-0.11,0.96,6,310,4,0,1,0,technical,low
-0.44,0.54,2,133,3,0,1,0,technical,low
-0.77,0.96,5,249,6,0,1,0,technical,low
-0.91,1,4,251,6,0,1,0,technical,low
-0.26,0.46,2,242,3,0,1,0,technical,low
-0.81,0.93,5,265,6,0,1,0,technical,low
-0.11,0.87,6,280,4,0,1,0,technical,low
-0.92,0.89,4,241,5,0,1,0,technical,low
-0.1,0.86,5,253,4,0,1,0,technical,low
-0.45,0.51,2,137,3,0,1,0,support,low
-0.11,0.94,6,266,4,0,1,0,support,low
-0.23,0.7,5,168,4,0,1,0,support,low
-0.86,0.95,4,270,5,0,1,0,support,low
-0.44,0.55,2,141,3,0,1,0,support,low
-0.41,0.56,2,133,3,0,1,0,support,low
-0.84,0.97,5,256,5,0,1,0,support,low
-0.42,0.52,2,160,3,0,1,0,support,low
-0.11,0.88,7,275,4,0,1,0,support,low
-0.38,0.46,2,160,3,0,1,0,support,low
-0.11,0.96,7,244,4,0,1,0,support,low
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-0.86,0.88,5,268,5,0,1,0,technical,medium
-0.91,1,4,253,5,1,1,0,technical,medium
-0.37,0.53,2,140,3,0,1,0,management,medium
-0.46,0.5,2,146,3,0,1,0,IT,medium
-0.1,0.89,6,259,5,0,1,0,IT,medium
-0.37,0.46,2,127,3,0,1,0,IT,medium
-0.4,0.48,2,161,3,0,1,0,IT,medium
-0.09,0.78,6,260,4,0,1,0,IT,medium
-0.11,0.89,6,272,4,0,1,0,product_mng,medium
-0.39,0.48,2,159,3,0,1,0,product_mng,medium
-0.89,0.96,4,219,6,0,1,0,product_mng,medium
-0.09,0.91,6,243,4,0,1,0,product_mng,high
-0.88,0.97,4,255,5,1,1,0,IT,low
-0.11,0.9,7,245,4,0,1,0,RandD,medium
-0.1,0.95,6,264,5,0,1,0,RandD,medium
-0.91,1,4,245,6,0,1,0,RandD,medium
-0.44,0.52,2,137,3,0,1,0,RandD,medium
-0.63,0.76,2,157,4,0,1,0,RandD,low
-0.1,0.87,7,247,4,0,1,0,marketing,low
-0.36,0.51,2,144,3,0,1,0,sales,low
-0.45,0.51,2,149,3,0,1,0,accounting,low
-0.73,1,5,253,6,0,1,0,support,low
-0.37,0.55,2,140,3,0,1,0,technical,low
-0.09,0.85,7,307,4,0,1,0,management,low
-0.41,0.71,3,205,4,0,1,0,marketing,low
-0.72,1,5,234,5,0,1,0,marketing,low
-0.36,0.54,2,127,3,0,1,0,marketing,low
-0.9,1,4,229,5,0,1,0,sales,low
-0.44,0.56,2,141,3,0,1,0,sales,low
-0.78,0.95,4,260,5,0,1,0,sales,low
-0.37,0.52,2,141,3,0,1,0,sales,low
-0.4,0.47,2,144,3,1,1,0,sales,low
-0.84,1,5,250,5,0,1,0,sales,low
-0.09,0.86,6,245,4,0,1,0,sales,low
-0.83,0.93,4,269,5,0,1,0,sales,low
-0.11,0.87,6,273,4,0,1,0,sales,low
-0.37,0.5,2,142,3,0,1,0,sales,low
-0.09,0.93,6,273,5,0,1,0,sales,low
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-0.39,0.56,2,147,3,0,1,0,sales,medium
-0.85,0.9,2,168,2,0,1,0,sales,medium
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-0.76,0.84,5,227,5,1,1,0,sales,medium
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-0.73,1,4,268,5,0,1,0,sales,medium
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-0.43,0.51,2,149,3,1,1,0,accounting,medium
-0.09,0.96,7,264,4,0,1,0,accounting,medium
-0.43,0.53,2,143,3,0,1,0,accounting,medium
-0.45,0.57,2,138,3,0,1,0,hr,medium
-0.42,0.48,2,146,3,0,1,0,hr,high
-0.41,0.46,2,150,3,1,1,0,hr,low
-0.44,0.55,2,156,3,0,1,0,hr,medium
-0.09,0.92,7,245,4,0,1,0,technical,medium
-0.41,0.51,2,156,3,0,1,0,technical,medium
-0.43,0.51,2,143,3,0,1,0,technical,medium
-0.38,0.51,2,159,3,0,1,0,technical,low
-0.85,0.96,4,217,5,0,1,0,technical,low
-0.88,0.91,4,234,6,0,1,0,technical,low
-0.44,0.46,2,138,3,0,1,0,technical,low
-0.11,0.92,7,265,4,0,1,0,technical,low
-0.38,0.5,2,145,3,0,1,0,technical,low
-0.09,0.78,6,263,4,0,1,0,technical,low
-0.11,0.79,6,264,4,0,1,0,technical,low
-0.11,0.88,6,253,4,0,1,0,support,low
-0.44,0.48,2,155,3,0,1,0,support,low
-0.38,0.51,2,137,3,0,1,0,support,low
-0.1,0.87,6,254,5,0,1,0,support,low
-0.45,0.57,2,143,3,0,1,0,support,low
-0.11,0.94,7,280,5,0,1,0,support,low
-0.36,0.48,2,136,3,0,1,0,support,low
-0.72,0.95,5,271,5,0,1,0,support,low
-0.43,0.48,2,157,3,0,1,0,support,low
-0.45,0.5,2,150,3,0,1,0,support,low
-0.4,0.53,2,127,3,0,1,0,support,low
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-0.83,0.93,5,257,5,0,1,0,technical,low
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-0.43,0.5,2,152,3,0,1,0,management,medium
-0.38,0.5,2,144,3,0,1,0,IT,medium
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-0.11,0.88,6,294,4,0,1,0,IT,medium
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-0.82,0.91,5,276,6,0,1,0,product_mng,medium
-0.1,0.86,6,247,4,0,1,0,IT,medium
-0.1,0.95,5,286,4,0,1,0,RandD,high
-0.3,0.89,5,257,5,0,1,0,RandD,low
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-0.39,0.5,2,151,3,0,1,0,RandD,medium
-0.14,0.47,4,175,2,0,1,0,RandD,medium
-0.82,0.92,4,252,5,0,1,0,marketing,medium
-0.1,0.85,6,266,4,0,1,0,sales,low
-0.09,0.9,6,295,4,0,1,0,accounting,low
-0.54,0.83,6,165,6,0,1,0,support,low
-0.61,0.58,2,264,4,0,1,0,technical,low
-0.1,0.79,6,275,4,0,1,0,management,low
-0.1,0.9,6,299,4,0,1,0,marketing,low
-0.36,0.49,2,147,3,0,1,0,marketing,low
-0.1,0.97,7,306,4,0,1,0,marketing,low
-0.84,1,5,242,5,0,1,0,sales,low
-0.38,0.51,2,159,3,0,1,0,sales,low
-0.41,0.49,2,147,3,0,1,0,sales,low
-0.37,0.51,2,154,3,1,1,0,sales,low
-0.43,0.56,2,129,3,0,1,0,sales,low
-0.46,0.53,2,161,3,0,1,0,sales,low
-0.09,0.84,6,269,4,0,1,0,sales,low
-0.78,0.86,5,274,5,0,1,0,sales,low
-0.45,0.53,2,159,3,0,1,0,sales,low
-0.42,0.47,2,135,3,0,1,0,sales,low
-0.46,0.53,2,147,3,0,1,0,sales,low
-0.39,0.49,2,142,3,0,1,0,sales,low
-0.36,0.51,2,130,3,0,1,0,sales,low
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-0.85,0.87,5,246,5,1,1,0,sales,medium
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-0.43,0.57,2,129,3,0,1,0,sales,medium
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-0.1,0.9,7,269,4,0,1,0,accounting,medium
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-0.44,0.56,2,133,3,0,1,0,technical,medium
-0.11,0.77,6,247,4,0,1,0,technical,medium
-0.79,0.93,5,268,5,0,1,0,technical,medium
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-0.39,0.51,2,137,3,0,1,0,technical,low
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-0.76,0.87,5,262,5,0,1,0,support,low
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-0.09,0.89,6,282,4,0,1,0,support,low
-0.37,0.54,2,157,3,0,1,0,support,low
-0.87,0.91,5,228,5,0,1,0,support,low
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-0.1,0.81,6,245,4,0,1,0,support,low
-0.11,0.95,6,279,4,0,1,0,technical,low
-0.85,0.87,5,245,5,0,1,0,technical,low
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-0.44,0.52,2,141,3,0,1,0,management,low
-0.1,0.83,7,302,5,0,1,0,IT,medium
-0.11,0.89,6,268,4,0,1,0,IT,medium
-0.87,0.88,5,240,5,0,1,0,IT,medium
-0.39,0.49,2,127,3,0,1,0,IT,medium
-0.1,0.94,7,264,4,0,1,0,IT,medium
-0.44,0.53,2,155,3,0,1,0,product_mng,medium
-0.4,0.49,2,143,3,0,1,0,product_mng,medium
-0.76,0.98,5,217,6,0,1,0,product_mng,medium
-0.46,0.55,2,147,3,0,1,0,product_mng,medium
-0.9,0.92,4,271,5,0,1,0,IT,medium
-0.85,0.87,4,273,5,0,1,0,RandD,medium
-0.1,0.78,5,285,4,1,1,0,RandD,medium
-0.43,0.49,2,131,3,0,1,0,RandD,high
-0.2,0.5,5,135,6,0,1,0,RandD,low
-0.81,0.92,5,239,5,0,1,0,RandD,medium
-0.83,0.85,5,237,5,0,1,0,marketing,medium
-0.14,0.75,4,277,5,1,1,0,sales,medium
-0.1,0.84,5,303,5,0,1,0,accounting,medium
-0.91,0.98,4,242,6,0,1,0,support,low
-0.37,0.57,2,158,3,0,1,0,technical,low
-0.42,0.57,2,147,3,1,1,0,management,low
-0.39,0.68,2,282,5,0,1,0,marketing,low
-0.39,0.54,2,154,3,0,1,0,marketing,low
-0.44,0.52,2,149,3,0,1,0,marketing,low
-0.37,0.45,2,149,3,0,1,0,sales,low
-0.39,0.53,2,146,3,0,1,0,sales,low
-0.72,0.94,4,258,5,0,1,0,sales,low
-0.37,0.49,2,148,3,0,1,0,sales,low
-0.82,0.94,5,236,5,0,1,0,sales,low
-0.42,0.52,2,134,3,0,1,0,sales,low
-0.59,1,2,155,5,0,1,0,sales,low
-0.82,0.86,5,257,5,0,1,0,sales,low
-0.73,0.97,6,189,2,0,1,0,sales,low
-0.78,0.66,3,164,3,0,1,0,sales,low
-0.09,0.95,6,271,4,0,1,0,sales,low
-0.1,0.97,6,280,4,0,1,0,sales,low
-0.45,0.46,2,149,3,0,1,0,sales,low
-0.83,0.81,5,219,5,0,1,0,sales,low
-0.43,0.51,2,128,3,0,1,0,sales,low
-0.4,0.47,2,128,3,0,1,0,sales,medium
-0.43,0.46,2,157,3,0,1,0,sales,medium
-0.78,0.93,4,225,5,0,1,0,sales,medium
-0.39,0.45,2,140,3,0,1,0,sales,medium
-0.11,0.97,6,310,4,0,1,0,accounting,medium
-0.36,0.52,2,143,3,0,1,0,accounting,medium
-0.36,0.54,2,153,3,0,1,0,accounting,medium
-0.1,0.79,7,310,4,0,1,0,hr,medium
-0.4,0.47,2,136,3,0,1,0,hr,medium
-0.81,0.85,4,251,6,0,1,0,hr,medium
-0.4,0.47,2,144,3,0,1,0,hr,medium
-0.09,0.93,6,296,4,0,1,0,technical,medium
-0.76,0.89,5,238,5,0,1,0,technical,high
-0.73,0.93,5,162,4,0,1,0,technical,low
-0.38,0.49,2,137,3,0,1,0,technical,medium
-0.72,0.84,5,257,5,0,1,0,technical,medium
-0.4,0.56,2,148,3,0,1,0,technical,medium
-0.91,0.99,5,254,5,0,1,0,technical,medium
-0.85,0.85,4,247,6,0,1,0,technical,low
-0.9,0.7,5,206,4,0,1,0,technical,low
-0.46,0.55,2,145,3,0,1,0,technical,low
-0.43,0.57,2,159,3,1,1,0,technical,low
-0.89,0.88,5,228,5,1,1,0,support,low
-0.09,0.81,6,257,4,0,1,0,support,low
-0.4,0.48,2,155,3,0,1,0,support,low
-0.76,0.83,6,293,6,0,1,0,support,low
-0.4,0.57,2,151,3,0,1,0,support,low
-0.37,0.48,2,160,3,0,1,0,support,low
-0.37,0.53,2,143,3,0,1,0,support,low
-0.11,0.96,6,280,4,0,1,0,support,low
-0.37,0.52,2,158,3,0,1,0,support,low
-0.09,0.89,7,310,4,0,1,0,support,low
-0.88,0.86,5,258,5,0,1,0,support,low
-0.84,0.94,5,262,5,0,1,0,technical,low
-0.1,0.98,6,265,4,0,1,0,technical,low
-0.41,0.47,2,143,3,1,1,0,technical,low
-0.84,0.91,5,232,6,0,1,0,management,low
-0.41,0.55,2,161,3,0,1,0,IT,low
-0.53,0.76,5,132,6,0,1,0,IT,low
-0.42,0.47,2,139,3,1,1,0,IT,medium
-0.36,0.5,2,131,3,0,1,0,IT,medium
-0.38,0.52,2,161,3,0,1,0,IT,medium
-0.36,0.48,2,152,3,0,1,0,product_mng,medium
-0.46,0.54,2,138,3,0,1,0,product_mng,medium
-0.37,0.47,2,159,3,1,1,0,product_mng,medium
-0.42,0.49,2,153,3,0,1,0,product_mng,medium
-0.44,0.56,2,156,3,0,1,0,IT,medium
-0.92,0.82,5,265,5,0,1,0,RandD,medium
-0.1,0.79,6,301,5,0,1,0,RandD,medium
-0.76,1,4,220,6,0,1,0,RandD,medium
-0.11,0.79,6,247,4,0,1,0,RandD,medium
-0.43,0.48,2,136,3,0,1,0,RandD,high
-0.4,0.49,2,160,3,0,1,0,marketing,low
-0.11,0.84,7,310,4,0,1,0,sales,medium
-0.84,0.82,5,240,5,0,1,0,accounting,medium
-0.84,0.84,5,238,5,0,1,0,support,medium
-0.51,0.6,7,243,5,0,1,0,technical,medium
-0.66,0.91,5,248,4,0,1,0,management,low
-0.42,0.56,2,137,3,0,1,0,marketing,low
-0.38,0.49,2,155,3,0,1,0,marketing,low
-0.15,0.63,7,229,3,0,1,0,marketing,low
-0.38,0.53,2,140,3,0,1,0,sales,low
-0.43,0.54,2,156,3,0,1,0,sales,low
-0.37,0.57,2,147,3,0,1,0,sales,low
-0.11,0.92,7,293,4,0,1,0,sales,low
-0.41,0.53,2,157,3,0,1,0,sales,low
-0.84,0.96,4,247,5,0,1,0,sales,low
-0.4,0.51,2,148,3,0,1,0,sales,low
-0.58,0.74,4,215,3,0,0,0,sales,low
-0.82,0.67,2,202,3,0,0,0,sales,low
-0.45,0.69,5,193,3,0,0,0,sales,low
-0.78,0.82,5,247,3,0,0,0,sales,low
-0.49,0.6,3,214,2,0,0,0,sales,low
-0.36,0.95,3,206,4,0,0,0,sales,low
-0.54,0.37,2,176,2,0,0,0,sales,low
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-0.5,0.75,6,127,3,0,0,0,sales,low
-0.74,0.64,4,268,3,0,0,0,sales,low
-0.56,0.58,4,258,3,0,0,0,sales,medium
-0.34,0.39,2,136,3,0,0,0,sales,medium
-0.48,0.94,5,255,6,0,0,0,accounting,medium
-0.73,0.62,3,218,3,0,0,0,accounting,medium
-0.59,0.87,3,268,4,0,0,0,accounting,medium
-0.81,0.57,3,224,2,0,0,0,hr,medium
-0.9,0.66,3,231,3,0,0,0,hr,medium
-0.41,0.84,6,191,6,0,0,0,hr,medium
-0.89,0.92,4,165,5,0,0,0,hr,medium
-0.48,0.84,4,252,3,0,0,0,technical,medium
-0.79,0.97,5,266,2,0,0,0,technical,medium
-0.98,0.66,5,248,3,0,0,0,technical,medium
-0.75,0.7,4,144,4,0,0,0,technical,high
-1,0.41,4,174,3,0,0,0,technical,low
-0.24,0.82,5,179,6,0,0,0,technical,medium
-0.84,0.43,6,246,4,0,0,0,technical,medium
-0.56,0.86,4,201,3,1,0,0,technical,medium
-0.92,0.93,4,208,3,0,0,0,technical,medium
-0.61,0.98,3,267,3,0,0,0,technical,low
-0.84,0.77,4,262,4,0,0,0,technical,low
-0.85,0.59,3,235,3,0,0,0,support,low
-0.67,0.57,2,160,4,0,0,0,support,low
-0.54,0.94,4,267,4,0,0,0,support,low
-0.75,0.56,5,175,4,0,0,0,support,low
-0.82,0.79,4,224,2,0,0,0,support,low
-0.76,0.6,4,177,2,0,0,0,support,low
-0.19,0.53,6,191,4,0,0,0,support,low
-0.61,0.41,3,138,3,0,0,0,support,low
-0.51,0.8,3,218,2,1,0,0,support,low
-0.52,0.88,3,179,2,1,0,0,support,low
-0.74,0.58,3,241,3,0,0,0,support,low
-0.98,0.91,4,240,3,0,0,0,technical,low
-0.71,0.92,3,202,4,0,0,0,technical,low
-0.33,0.88,6,260,3,0,0,0,technical,low
-0.98,0.97,3,196,3,0,0,0,management,low
-0.52,0.59,2,176,3,1,0,0,IT,low
-0.84,0.65,2,140,3,0,0,0,IT,low
-0.87,0.5,3,242,2,0,0,0,IT,low
-0.48,0.85,3,279,4,0,0,0,IT,low
-0.58,0.55,4,202,3,0,0,0,IT,medium
-0.58,0.84,5,228,3,0,0,0,product_mng,medium
-0.73,0.69,4,171,3,0,0,0,product_mng,medium
-0.68,0.54,4,153,3,0,0,0,product_mng,medium
-0.41,0.68,3,165,3,1,0,0,product_mng,medium
-0.85,0.6,3,182,3,0,0,0,IT,medium
-0.54,0.7,5,239,5,0,0,0,RandD,medium
-0.81,0.61,5,231,2,0,0,0,RandD,medium
-0.7,0.52,4,255,3,0,0,0,RandD,medium
-0.63,0.66,4,237,2,1,0,0,RandD,medium
-0.68,0.54,3,251,2,0,0,0,RandD,medium
-0.7,0.53,4,178,2,0,0,0,marketing,medium
-0.82,0.65,4,148,3,0,0,0,sales,high
-0.72,0.94,4,240,4,0,0,0,accounting,low
-0.77,0.78,3,269,3,0,0,0,support,medium
-0.86,0.91,4,147,3,0,0,0,technical,medium
-0.15,0.97,3,198,5,0,0,0,management,medium
-0.81,0.99,5,143,3,0,0,0,marketing,medium
-0.93,0.98,3,238,2,0,0,0,marketing,low
-0.62,0.74,4,213,4,0,0,0,marketing,low
-0.53,0.81,3,226,3,1,0,0,sales,low
-0.86,0.99,3,169,2,1,0,0,sales,low
-0.92,0.65,4,238,2,0,0,0,sales,low
-0.97,0.83,4,202,3,0,0,0,sales,low
-0.39,0.78,2,205,6,1,0,0,sales,low
-0.45,0.66,3,111,4,0,0,0,sales,low
-0.41,0.47,4,104,3,0,0,0,sales,low
-0.51,0.69,3,212,3,0,0,0,sales,low
-0.74,0.62,4,236,4,0,0,0,sales,low
-0.69,0.57,5,245,2,1,0,0,sales,low
-0.84,0.64,4,267,4,0,0,0,sales,low
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-0.93,0.53,5,198,3,0,0,0,sales,low
-0.33,0.45,6,239,3,0,0,0,sales,low
-0.25,0.65,5,220,3,0,0,0,sales,low
-0.63,0.59,5,224,3,0,0,0,sales,low
-0.81,0.62,3,100,3,0,0,0,sales,low
-0.12,0.87,4,244,5,0,0,0,sales,low
-0.52,0.66,4,139,3,0,0,0,sales,low
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-0.84,0.58,4,208,3,0,0,0,accounting,medium
-0.6,0.95,5,205,3,0,0,0,accounting,medium
-0.73,0.44,2,194,6,0,0,0,hr,medium
-0.2,0.58,3,209,5,0,0,0,hr,medium
-0.58,0.9,3,212,3,0,0,0,hr,medium
-0.48,0.56,2,151,3,0,0,0,hr,medium
-0.54,0.67,4,282,6,0,0,0,technical,medium
-0.86,1,4,256,3,0,0,0,technical,medium
-0.94,0.83,2,185,3,1,0,0,technical,medium
-0.76,0.74,5,132,3,0,0,0,technical,medium
-0.61,0.95,5,233,3,0,0,0,technical,medium
-0.56,0.94,4,215,2,0,0,0,technical,high
-1,0.74,3,220,4,0,0,0,technical,low
-0.15,0.53,6,222,3,0,0,0,technical,medium
-0.19,0.58,5,182,2,0,0,0,technical,medium
-0.17,0.73,5,258,4,0,0,0,technical,medium
-0.71,0.57,3,209,2,0,0,0,technical,medium
-0.86,0.79,3,242,2,0,0,0,support,low
-0.59,0.88,4,155,3,1,0,0,support,low
-0.74,0.76,5,104,4,0,0,0,support,low
-0.98,0.92,4,201,3,1,0,0,support,low
-0.93,0.75,5,143,3,0,0,0,support,low
-1,0.92,5,161,3,1,0,0,support,low
-0.59,0.81,4,200,2,0,0,0,support,low
-0.98,0.55,4,255,2,0,0,0,support,low
-0.35,0.5,5,227,2,0,0,0,support,low
-0.42,0.96,3,270,6,0,0,0,support,low
-0.61,0.85,5,230,3,0,0,0,support,low
-0.78,0.72,5,270,3,1,0,0,technical,low
-0.93,0.52,4,200,3,0,0,0,technical,low
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-0.67,0.51,5,182,3,0,0,0,management,low
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-0.84,0.89,4,187,2,1,0,0,IT,low
-0.72,0.5,3,257,6,0,0,0,IT,low
-0.57,0.48,2,194,2,0,0,0,IT,low
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-0.56,0.76,3,213,2,1,0,0,product_mng,medium
-0.76,0.68,4,189,2,1,0,0,IT,medium
-0.82,0.93,4,185,2,0,0,0,RandD,medium
-0.76,0.83,3,186,2,1,0,0,RandD,medium
-0.62,0.59,3,128,3,0,0,0,RandD,medium
-0.48,0.8,4,268,3,0,0,0,RandD,medium
-0.64,0.77,3,213,3,1,0,0,RandD,medium
-0.74,0.82,4,142,2,0,0,0,marketing,medium
-0.52,0.43,2,199,2,0,0,0,sales,medium
-0.67,0.5,4,157,2,0,0,0,accounting,medium
-0.71,0.76,5,172,2,1,0,0,support,high
-0.72,0.63,3,176,3,1,0,0,technical,low
-0.33,0.58,2,183,2,0,0,0,management,medium
-0.91,0.56,4,270,2,0,0,0,marketing,medium
-0.88,0.68,5,157,4,1,0,0,marketing,medium
-0.96,0.6,4,185,3,0,0,0,marketing,medium
-0.97,0.68,3,167,3,0,0,0,sales,low
-0.27,0.59,5,226,5,0,0,0,sales,low
-0.65,0.64,3,223,4,0,0,0,sales,low
-0.68,0.73,3,257,3,0,0,0,sales,low
-0.68,0.46,4,143,3,0,0,0,sales,low
-0.69,0.74,3,215,2,0,0,0,sales,low
-0.79,0.99,3,194,4,0,0,0,sales,low
-0.74,0.92,5,193,3,0,0,0,sales,low
-0.8,0.83,3,163,3,0,0,0,sales,low
-0.38,0.94,5,252,5,0,0,0,sales,low
-0.26,0.83,3,168,3,0,0,0,sales,low
-0.81,0.86,3,231,3,0,0,0,sales,low
-0.67,0.54,2,141,2,0,0,0,sales,low
-0.55,0.81,4,260,2,0,0,0,sales,low
-0.87,0.71,3,132,2,0,0,0,sales,low
-0.46,0.69,2,159,2,0,0,0,sales,low
-0.63,0.57,4,177,3,1,0,0,sales,low
-0.54,0.96,4,248,3,0,0,0,sales,low
-1,0.49,3,185,2,0,0,0,sales,low
-0.97,0.66,4,149,2,0,0,0,accounting,low
-0.9,0.92,3,152,3,0,0,0,accounting,low
-0.75,0.7,3,129,3,0,0,0,accounting,medium
-0.92,0.84,4,208,2,0,0,0,hr,medium
-0.8,0.94,4,136,2,0,0,0,hr,medium
-0.57,0.81,3,142,2,0,0,0,hr,medium
-0.81,0.94,3,225,4,0,0,0,hr,medium
-0.64,0.6,3,143,3,0,0,0,technical,medium
-0.71,0.54,4,215,3,0,0,0,technical,medium
-0.35,0.58,3,229,6,1,0,0,technical,medium
-0.88,0.81,5,193,5,0,0,0,technical,medium
-0.13,0.59,5,160,5,0,0,0,technical,medium
-0.82,0.73,4,195,5,1,0,0,technical,medium
-0.17,0.92,4,189,2,0,0,0,technical,medium
-0.21,0.82,4,207,5,0,0,0,technical,high
-0.89,0.47,4,108,3,0,0,0,technical,low
-0.2,0.72,6,224,4,0,0,0,technical,medium
-0.99,0.81,5,180,3,1,0,0,technical,medium
-0.26,0.85,6,152,4,0,0,0,support,medium
-0.22,0.53,4,244,2,0,0,0,support,medium
-0.79,0.84,3,176,3,0,0,0,support,low
-0.73,0.79,4,145,2,1,0,0,support,low
-0.83,0.54,3,149,3,0,0,0,support,low
-0.42,0.54,3,122,4,0,0,0,support,low
-0.18,0.8,2,110,5,0,0,0,support,low
-0.92,0.91,4,222,2,0,0,0,support,low
-0.87,0.52,3,237,3,0,0,0,support,low
-0.72,0.65,4,224,3,0,0,0,support,low
-0.64,0.58,5,115,5,0,0,0,support,low
-1,0.66,4,180,3,0,0,0,technical,low
-0.83,0.65,4,162,3,0,0,0,technical,low
-0.98,0.58,4,136,3,0,0,0,technical,low
-0.7,0.87,3,260,2,0,0,0,management,low
-0.9,0.79,4,150,2,0,0,0,IT,low
-0.55,0.99,4,248,3,0,0,0,IT,low
-0.78,0.84,3,233,3,1,0,0,IT,low
-0.89,0.53,5,272,3,0,0,0,IT,low
-0.17,0.59,3,197,5,0,0,0,IT,low
-0.14,0.64,5,164,5,0,0,0,product_mng,low
-0.85,0.57,4,216,2,0,0,0,product_mng,low
-0.84,0.79,4,266,3,1,0,0,product_mng,low
-0.7,0.69,3,102,4,1,0,0,product_mng,medium
-0.16,0.98,5,284,5,0,0,0,IT,medium
-0.51,0.69,3,145,2,1,0,0,RandD,medium
-0.6,0.89,3,167,4,0,0,0,RandD,medium
-0.5,0.63,3,172,2,0,0,0,RandD,medium
-0.43,0.39,5,198,5,0,0,0,RandD,medium
-0.5,0.7,4,201,4,0,0,0,RandD,medium
-0.91,0.89,4,197,4,0,0,0,marketing,medium
-0.65,0.93,4,270,2,0,0,0,sales,medium
-0.59,0.52,2,149,3,0,0,0,accounting,medium
-0.89,0.56,3,256,3,0,0,0,support,medium
-0.97,0.6,3,162,3,0,0,0,technical,medium
-0.56,0.97,5,163,2,0,0,0,management,high
-0.76,0.93,3,266,3,1,0,0,marketing,low
-0.28,0.55,4,208,4,0,0,0,marketing,medium
-0.75,0.51,4,138,4,0,0,0,marketing,medium
-0.78,0.81,4,232,3,0,0,0,sales,medium
-0.26,0.63,6,100,4,0,0,0,sales,medium
-0.53,0.72,2,172,5,0,0,0,sales,low
-0.25,0.41,3,133,6,1,0,0,sales,low
-0.82,0.51,3,234,3,0,0,0,sales,low
-0.71,0.57,2,183,4,0,0,0,sales,low
-0.61,0.95,4,174,4,0,0,0,sales,low
-0.89,0.68,3,175,2,0,0,0,sales,low
-0.57,0.78,3,109,3,1,0,0,sales,low
-0.93,0.8,4,248,3,0,0,0,sales,low
-0.61,0.84,5,104,4,0,0,0,sales,low
-0.56,0.62,3,154,2,0,0,0,sales,low
-0.7,0.89,6,214,2,0,0,0,sales,low
-0.9,0.64,4,209,4,0,0,0,sales,low
-0.15,0.74,6,212,2,0,0,0,sales,low
-0.39,0.36,3,168,3,1,0,0,sales,low
-0.74,0.72,4,176,3,0,0,0,sales,low
-0.7,0.61,4,163,4,1,0,0,sales,low
-0.72,0.93,4,148,2,0,0,0,sales,low
-0.61,0.97,3,137,3,0,0,0,accounting,low
-0.96,1,5,162,3,0,0,0,accounting,low
-0.7,0.59,4,216,3,0,0,0,accounting,low
-0.92,0.49,3,240,2,0,0,0,hr,low
-0.72,0.56,4,176,2,0,0,0,hr,medium
-0.53,0.75,6,192,6,0,0,0,hr,medium
-0.67,0.85,3,160,4,0,0,0,hr,medium
-0.78,0.8,4,194,2,1,0,0,technical,medium
-0.53,0.75,4,239,2,1,0,0,technical,medium
-0.9,0.48,4,204,3,0,0,0,technical,medium
-0.16,0.9,5,258,3,0,0,0,technical,medium
-0.62,0.38,3,257,3,0,0,0,technical,medium
-0.62,0.98,4,137,3,0,0,0,technical,medium
-0.22,0.52,6,175,4,0,0,0,technical,medium
-0.91,0.82,3,183,3,0,0,0,technical,medium
-0.87,0.74,4,190,4,0,0,0,technical,medium
-0.95,0.69,3,225,2,0,0,0,technical,high
-0.99,0.75,3,215,3,0,0,0,technical,low
-0.99,0.57,3,176,4,1,0,0,support,medium
-0.77,0.99,4,153,3,1,0,0,support,medium
-0.75,0.68,3,150,2,1,0,0,support,medium
-0.83,0.54,4,259,5,0,0,0,support,medium
-0.61,0.39,3,99,2,0,0,0,support,low
-0.91,0.97,3,167,2,0,0,0,support,low
-0.47,0.64,3,192,3,0,0,0,support,low
-0.77,0.61,5,146,3,0,0,0,support,low
-0.55,0.51,3,190,3,0,0,0,support,low
-0.32,0.48,5,246,3,0,0,0,support,low
-0.96,0.67,6,190,3,0,0,0,support,low
-0.72,0.79,5,260,2,0,0,0,technical,low
-0.8,0.9,4,136,3,0,0,0,technical,low
-0.61,0.55,4,231,3,0,0,0,technical,low
-0.97,0.88,3,204,2,0,0,0,management,low
-0.63,0.93,4,201,3,0,0,0,IT,low
-0.92,0.92,3,159,3,0,0,0,IT,low
-0.94,0.74,5,171,3,0,0,0,IT,low
-0.79,0.72,6,240,4,0,0,0,IT,low
-0.75,0.73,2,152,4,0,0,0,IT,low
-0.78,0.99,3,151,3,1,0,0,product_mng,low
-0.96,0.45,6,232,2,1,0,0,product_mng,low
-0.65,0.68,4,128,5,0,0,0,product_mng,low
-0.18,0.94,3,187,6,1,0,0,product_mng,low
-0.94,0.51,3,160,2,0,0,0,IT,low
-0.84,0.79,4,259,3,0,0,0,RandD,medium
-0.67,0.54,2,136,2,0,0,0,RandD,medium
-0.71,0.5,4,253,3,0,0,0,RandD,medium
-0.56,0.64,3,260,3,0,0,0,RandD,medium
-0.29,0.56,5,231,6,0,0,0,RandD,medium
-0.47,0.9,3,101,2,1,0,0,marketing,medium
-0.4,0.69,2,174,3,0,0,0,sales,medium
-0.81,0.82,4,167,2,0,0,0,accounting,medium
-0.96,0.99,3,148,3,0,0,0,support,medium
-0.99,0.75,6,139,5,1,0,0,technical,medium
-0.75,0.77,4,136,3,0,0,0,management,medium
-0.75,0.74,4,153,2,0,0,0,marketing,medium
-1,0.86,4,161,2,0,0,0,marketing,high
-0.52,0.53,2,163,2,0,0,0,marketing,low
-0.98,0.74,3,164,3,0,0,0,sales,medium
-0.6,0.64,2,137,5,0,0,0,sales,medium
-0.38,0.44,3,137,3,0,0,0,sales,medium
-0.51,0.41,6,106,5,0,0,0,sales,medium
-0.91,0.61,2,272,2,0,0,0,sales,low
-0.56,0.62,5,238,3,0,0,0,sales,low
-0.58,0.69,4,223,4,0,0,0,sales,low
-0.51,0.53,3,201,2,0,0,0,sales,low
-0.91,0.55,6,97,4,0,0,0,sales,low
-0.8,0.98,2,232,6,1,0,0,sales,low
-0.55,0.83,4,199,3,0,0,0,sales,low
-0.62,0.53,3,141,3,0,0,0,sales,low
-0.62,0.6,3,171,2,0,0,0,sales,low
-0.87,0.58,4,212,3,0,0,0,sales,low
-0.65,0.5,5,270,2,0,0,0,sales,low
-0.51,0.64,3,267,2,0,0,0,sales,low
-0.98,0.77,3,134,2,1,0,0,sales,low
-0.13,0.43,4,165,5,0,0,0,sales,low
-0.78,0.76,5,168,4,1,0,0,sales,low
-0.6,0.98,3,262,2,0,0,0,accounting,low
-0.68,0.69,3,185,2,0,0,0,accounting,low
-0.55,0.84,3,237,3,0,0,0,accounting,low
-0.99,0.79,4,192,3,0,0,0,hr,low
-0.92,0.68,5,236,2,0,0,0,hr,low
-1,0.65,4,202,4,1,0,0,hr,low
-0.77,0.93,4,171,2,0,0,0,hr,medium
-0.86,0.7,5,160,3,0,0,0,technical,medium
-0.89,0.84,2,252,3,0,0,0,technical,medium
-0.58,0.55,5,206,3,0,0,0,technical,medium
-0.56,0.66,3,212,2,0,0,0,technical,medium
-0.38,0.64,3,111,3,0,0,0,technical,medium
-0.62,0.64,3,240,2,0,0,0,technical,medium
-0.66,0.77,2,171,2,0,0,0,technical,medium
-0.3,0.44,3,129,2,0,0,0,technical,medium
-0.82,0.83,3,271,2,0,0,0,technical,medium
-0.96,0.68,4,162,2,0,0,0,technical,medium
-0.66,0.95,3,191,3,0,0,0,technical,medium
-0.79,0.5,5,176,3,0,0,0,support,high
-0.97,0.77,3,182,2,1,0,0,support,low
-0.59,0.65,3,226,3,0,0,0,support,medium
-0.57,0.48,4,161,3,0,0,0,support,medium
-0.64,0.53,4,163,3,0,0,0,support,medium
-0.14,0.51,5,173,4,0,0,0,support,medium
-0.48,0.55,3,228,2,0,0,0,support,low
-0.78,1,3,139,3,0,0,0,support,low
-0.96,0.62,5,128,5,0,0,0,support,low
-0.82,0.97,3,115,2,1,0,0,support,low
-0.94,0.9,5,191,4,0,0,0,support,low
-0.95,0.66,4,183,3,0,0,0,technical,low
-0.59,0.43,3,173,3,0,0,0,technical,low
-0.69,0.89,4,174,2,0,0,0,technical,low
-0.74,0.72,3,213,3,0,0,0,management,low
-0.67,0.67,4,192,4,0,0,0,IT,low
-0.83,0.52,3,167,2,1,0,0,IT,low
-0.81,0.85,3,263,3,1,0,0,IT,low
-0.54,0.73,2,100,3,0,0,0,IT,low
-0.89,0.83,3,164,3,0,0,0,IT,low
-0.79,0.74,5,172,2,0,0,0,product_mng,low
-0.46,0.58,4,171,3,0,0,0,product_mng,low
-0.99,0.93,4,236,3,0,0,0,product_mng,low
-0.75,0.9,5,186,4,0,0,0,product_mng,low
-0.93,0.82,4,175,3,0,0,0,IT,low
-0.65,0.6,5,227,3,0,0,0,RandD,low
-0.19,0.63,4,142,6,0,0,0,RandD,low
-0.48,0.61,2,121,2,0,0,0,RandD,medium
-0.95,0.64,5,234,3,0,0,0,RandD,medium
-0.92,0.77,4,185,3,0,0,0,RandD,medium
-0.84,0.54,4,160,3,0,0,0,marketing,medium
-0.37,0.63,4,153,3,1,0,0,sales,medium
-0.22,0.74,3,199,6,0,0,0,accounting,medium
-0.64,0.54,3,166,2,0,0,0,support,medium
-0.72,0.88,2,247,3,0,0,0,technical,medium
-0.48,0.69,4,245,3,0,0,0,management,medium
-0.12,0.55,5,242,4,0,0,0,marketing,medium
-0.78,0.98,5,158,2,0,0,0,marketing,medium
-0.71,0.74,3,163,3,1,0,0,marketing,medium
-0.38,0.69,3,99,3,1,0,0,sales,high
-0.57,0.85,4,164,3,0,0,0,sales,low
-0.72,0.51,3,160,3,0,0,0,sales,medium
-0.6,0.57,2,184,3,0,0,0,sales,medium
-0.61,0.55,5,266,2,0,0,0,sales,medium
-0.67,0.64,4,190,2,0,0,0,sales,medium
-0.97,0.97,5,192,2,0,0,0,sales,low
-0.22,0.6,3,205,6,1,0,0,sales,low
-0.15,0.53,4,205,5,1,0,0,sales,low
-0.6,0.6,3,258,3,0,0,0,sales,low
-0.15,0.8,5,151,2,1,0,0,sales,low
-0.5,0.81,3,148,2,0,0,0,sales,low
-0.9,0.67,3,179,2,0,0,0,sales,low
-0.84,0.51,6,141,2,1,0,0,sales,low
-0.74,0.78,5,216,2,0,0,0,sales,low
-0.72,0.51,3,235,2,0,0,0,sales,low
-0.93,0.63,3,160,4,1,0,0,sales,low
-0.54,0.69,3,141,4,0,0,0,sales,low
-0.87,0.65,4,246,2,1,0,0,sales,low
-0.19,0.98,5,226,4,1,0,0,accounting,low
-0.33,0.4,4,212,2,1,0,0,accounting,low
-0.94,0.93,4,220,3,0,0,0,accounting,low
-0.77,0.49,4,266,2,0,0,0,hr,low
-0.48,0.82,3,183,2,0,0,0,hr,low
-0.7,0.74,5,263,3,1,0,0,hr,low
-0.54,0.93,4,161,4,1,0,0,hr,low
-0.61,0.98,4,199,2,0,0,0,technical,low
-0.97,0.4,4,258,4,1,0,0,technical,medium
-0.6,0.85,3,209,2,1,0,0,technical,medium
-0.93,0.84,5,135,3,0,0,0,technical,medium
-0.48,0.69,4,222,2,0,0,0,technical,medium
-0.16,0.76,5,192,3,0,0,0,technical,medium
-0.18,0.75,3,250,3,0,0,0,technical,medium
-0.84,0.75,3,187,3,1,0,0,technical,medium
-0.69,0.63,4,217,3,0,0,0,technical,medium
-0.22,0.88,4,213,3,1,0,0,technical,medium
-0.83,0.52,4,273,3,0,0,0,technical,medium
-0.58,0.5,2,132,3,0,0,0,support,medium
-0.61,0.62,4,140,3,1,0,0,support,medium
-0.67,0.5,4,173,2,1,0,0,support,high
-0.56,0.76,4,189,2,0,0,0,support,low
-0.74,0.74,3,156,3,0,0,0,support,medium
-0.92,0.97,4,238,5,1,0,0,support,medium
-0.81,0.68,5,230,2,0,0,0,support,medium
-0.48,0.49,4,242,2,1,0,0,support,medium
-0.73,0.72,4,197,3,0,0,0,support,low
-0.97,0.66,6,164,5,0,0,0,support,low
-0.15,0.51,6,248,5,0,0,0,support,low
-0.69,0.76,5,255,6,0,0,0,technical,low
-0.61,0.68,5,225,4,0,0,0,technical,low
-0.86,0.58,3,151,2,0,0,0,technical,low
-0.55,0.88,4,252,3,0,0,0,management,low
-0.9,0.74,4,206,4,1,0,0,IT,low
-0.65,0.4,2,141,2,0,0,0,IT,low
-0.81,0.92,5,259,3,0,0,0,IT,low
-0.65,0.86,5,250,3,0,0,0,IT,low
-0.47,0.86,4,169,6,0,0,0,IT,low
-0.93,0.53,3,200,3,1,0,0,product_mng,low
-0.77,0.9,4,104,5,0,0,0,product_mng,low
-0.87,0.82,6,176,3,0,0,0,product_mng,low
-0.87,0.84,5,137,2,0,0,0,product_mng,low
-0.65,0.75,2,151,3,0,0,0,IT,low
-0.21,0.7,6,130,6,1,0,0,RandD,low
-0.75,0.59,4,199,2,0,0,0,RandD,low
-0.72,0.86,4,191,2,0,0,0,RandD,low
-0.88,0.63,3,273,3,1,0,0,RandD,low
-0.66,0.58,3,205,3,0,0,0,RandD,medium
-0.8,0.75,3,181,3,0,0,0,marketing,medium
-0.22,0.55,4,261,3,1,0,0,sales,medium
-0.92,0.69,3,192,3,0,0,0,accounting,medium
-0.54,0.77,4,271,3,0,0,0,support,medium
-0.91,0.56,4,158,3,0,0,0,technical,medium
-0.77,0.83,4,231,2,0,0,0,management,medium
-0.61,0.51,3,156,3,1,0,0,marketing,medium
-0.48,0.9,4,201,4,0,0,0,marketing,medium
-0.25,0.69,3,187,4,0,0,0,marketing,medium
-0.91,0.7,3,132,4,0,0,0,sales,medium
-0.72,0.58,5,147,3,1,0,0,sales,medium
-0.77,0.71,4,223,3,0,0,0,sales,high
-0.41,0.4,2,194,2,0,0,0,sales,low
-0.51,0.49,4,234,2,0,0,0,sales,medium
-0.72,0.79,3,149,3,0,0,0,sales,medium
-0.47,0.57,3,162,3,1,0,0,sales,medium
-0.53,0.67,4,238,2,0,0,0,sales,medium
-0.65,0.52,5,149,3,0,0,0,sales,low
-0.18,0.75,4,170,5,0,0,0,sales,low
-0.61,0.48,3,250,2,0,0,0,sales,low
-0.86,0.72,4,167,2,0,0,0,sales,low
-0.14,0.77,4,166,5,0,0,0,sales,low
-0.63,0.8,3,205,2,0,0,0,sales,low
-0.79,0.57,3,250,3,0,0,0,sales,low
-0.78,0.97,4,142,3,0,0,0,sales,low
-0.14,0.52,4,217,6,0,0,0,sales,low
-0.85,0.54,3,139,3,0,0,0,sales,low
-0.85,0.75,4,139,3,0,0,0,sales,low
-0.91,0.76,5,152,3,0,0,0,accounting,low
-0.76,0.74,3,224,2,0,0,0,accounting,low
-0.62,0.72,5,180,3,0,0,0,accounting,low
-0.53,0.69,4,216,2,0,0,0,hr,low
-0.97,0.63,3,133,3,0,0,0,hr,low
-0.48,0.53,4,271,3,0,0,0,hr,low
-0.5,0.55,4,148,3,1,0,0,hr,low
-0.32,0.42,2,99,4,0,0,0,technical,low
-0.58,0.77,4,196,2,1,0,0,technical,low
-0.81,0.83,3,196,2,0,0,0,technical,low
-0.48,0.84,4,228,3,0,0,0,technical,medium
-0.96,0.88,4,165,2,0,0,0,technical,medium
-0.56,0.9,3,235,2,0,0,0,technical,medium
-0.63,0.96,4,167,2,0,0,0,technical,medium
-0.21,0.5,5,255,5,0,0,0,technical,medium
-0.94,0.78,3,184,3,1,0,0,technical,medium
-0.94,0.89,4,239,3,0,0,0,technical,medium
-0.96,0.54,3,153,2,0,0,0,technical,medium
-0.49,0.5,4,187,5,1,0,0,support,medium
-0.82,0.68,2,285,2,0,0,0,support,medium
-0.6,0.5,3,274,3,0,0,0,support,medium
-0.76,0.5,3,156,3,1,0,0,support,medium
-0.69,0.64,5,265,2,1,0,0,support,high
-1,0.94,4,144,3,0,0,0,support,low
-0.62,0.66,4,143,3,0,0,0,support,medium
-0.4,0.99,4,214,6,1,0,0,support,medium
-0.94,0.91,3,163,3,0,0,0,support,medium
-0.76,0.84,4,236,4,0,0,0,support,medium
-0.58,0.69,3,146,4,0,0,0,support,low
-0.85,0.78,4,106,2,0,0,0,technical,low
-0.45,0.52,2,105,3,0,0,0,technical,low
-0.13,0.67,3,181,4,0,0,0,technical,low
-0.24,0.5,5,174,4,0,0,0,management,low
-0.64,0.69,3,207,2,1,0,0,IT,low
-0.63,0.61,6,118,2,0,0,0,IT,low
-0.61,0.99,4,251,2,0,0,0,IT,low
-0.71,0.99,2,136,3,0,0,0,IT,low
-0.9,0.89,5,249,3,1,0,0,IT,low
-0.17,0.76,4,171,5,0,0,0,product_mng,low
-0.93,0.97,3,256,2,1,0,0,product_mng,low
-0.83,0.89,5,141,3,1,0,0,product_mng,low
-0.58,0.75,4,186,2,0,0,0,product_mng,low
-0.76,0.5,3,258,3,0,0,0,IT,low
-0.5,0.78,3,228,2,0,0,0,RandD,low
-0.22,0.81,5,205,4,0,0,0,RandD,low
-0.9,0.88,4,174,3,0,0,0,RandD,low
-0.7,0.63,3,155,4,1,0,0,RandD,low
-0.73,0.85,5,245,3,0,0,0,RandD,low
-0.84,0.87,3,271,3,0,0,0,marketing,low
-0.55,0.63,5,184,4,0,0,0,marketing,medium
-0.63,0.98,4,175,2,0,0,0,sales,medium
-0.51,0.92,3,224,3,0,0,0,accounting,medium
-0.81,0.76,4,177,3,0,0,0,support,medium
-0.8,0.96,4,268,3,0,0,0,technical,medium
-0.99,0.97,4,208,3,0,0,0,management,medium
-0.9,0.87,5,219,2,0,0,0,marketing,medium
-0.65,0.67,5,128,5,0,0,0,marketing,medium
-0.75,0.75,3,273,3,0,0,0,marketing,medium
-0.62,0.49,4,218,4,0,0,0,sales,medium
-0.61,0.63,5,230,3,0,0,0,sales,medium
-0.24,0.6,4,195,5,0,0,0,sales,medium
-0.71,0.63,3,254,3,1,0,0,sales,high
-0.49,0.8,2,275,2,0,0,0,sales,low
-0.44,0.66,3,162,2,0,0,0,sales,medium
-0.75,0.87,4,193,3,0,0,0,sales,medium
-0.74,0.84,3,239,4,0,0,0,sales,medium
-0.62,0.87,5,149,3,0,0,0,sales,medium
-0.51,0.58,3,155,3,0,0,0,sales,low
-0.61,0.59,5,271,2,0,0,0,sales,low
-0.56,0.49,5,163,3,0,0,0,sales,low
-0.79,0.76,3,160,3,0,0,0,sales,low
-0.68,0.75,6,274,5,0,0,0,sales,low
-0.9,0.84,2,199,3,0,0,0,sales,low
-0.83,0.93,5,241,3,0,0,0,sales,low
-0.94,0.82,3,187,3,0,0,0,sales,low
-0.21,0.65,5,223,3,1,0,0,sales,low
-0.58,0.87,3,268,2,0,0,0,sales,low
-0.52,0.38,6,169,3,0,0,0,accounting,low
-0.18,0.67,5,285,5,0,0,0,accounting,low
-0.94,0.91,5,254,3,0,0,0,accounting,low
-0.69,0.5,3,208,4,0,0,0,hr,low
-0.65,0.83,4,218,3,0,0,0,hr,low
-0.46,0.62,2,187,3,0,0,0,hr,low
-0.72,0.62,4,256,3,0,0,0,hr,low
-0.3,0.37,6,278,3,0,0,0,technical,low
-0.51,0.51,4,204,2,0,0,0,technical,low
-0.43,0.75,3,108,2,0,0,0,technical,low
-0.56,0.94,3,226,2,0,0,0,technical,low
-0.63,0.91,4,246,3,0,0,0,technical,medium
-0.61,0.55,5,260,3,0,0,0,technical,medium
-0.53,0.73,4,248,2,0,0,0,technical,medium
-0.87,0.75,3,132,3,0,0,0,technical,medium
-0.68,0.7,4,185,4,0,0,0,technical,medium
-0.78,0.84,3,269,2,0,0,0,technical,medium
-0.49,0.95,4,156,2,0,0,0,technical,medium
-0.96,0.81,3,212,3,0,0,0,support,medium
-0.83,0.74,3,221,2,0,0,0,support,medium
-0.48,0.67,5,273,3,0,0,0,support,medium
-0.63,0.86,4,271,3,1,0,0,support,medium
-0.87,0.38,4,183,5,0,0,0,support,medium
-0.21,0.9,4,271,6,0,0,0,support,high
-0.79,0.58,5,165,3,0,0,0,support,low
-0.8,0.96,3,257,5,0,0,0,support,medium
-0.78,0.82,4,143,3,0,0,0,support,medium
-0.67,0.65,5,156,2,0,0,0,support,medium
-0.67,0.71,3,190,3,1,0,0,support,medium
-0.26,0.67,2,242,6,0,0,0,technical,low
-0.89,0.83,5,267,4,0,0,0,technical,low
-0.7,0.53,4,152,3,0,0,0,technical,low
-0.51,0.48,5,136,4,0,0,0,management,low
-0.53,0.88,3,157,3,0,0,0,IT,low
-0.76,0.51,4,281,3,0,0,0,IT,low
-0.86,0.93,5,208,2,0,0,0,IT,low
-0.63,0.96,5,152,3,0,0,0,IT,low
-0.58,0.86,5,271,3,0,0,0,IT,low
-0.58,0.83,4,163,3,1,0,0,product_mng,low
-0.9,0.82,4,136,3,0,0,0,product_mng,low
-0.79,0.57,4,233,2,0,0,0,product_mng,low
-0.8,0.74,4,221,4,0,0,0,product_mng,low
-0.53,0.65,2,189,2,1,0,0,IT,low
-0.52,0.84,2,226,3,0,0,0,RandD,low
-0.82,0.59,5,201,3,0,0,0,RandD,low
-0.68,0.9,2,133,4,0,0,0,RandD,low
-0.21,0.61,3,173,2,0,0,0,RandD,low
-0.81,0.5,4,152,3,1,0,0,RandD,low
-0.57,0.9,3,256,4,0,0,0,RandD,low
-0.99,0.72,3,119,2,1,0,0,marketing,low
-0.9,1,4,207,3,0,0,0,sales,medium
-0.76,0.64,3,189,3,0,0,0,accounting,medium
-0.56,0.92,4,172,2,0,0,0,support,medium
-0.5,0.93,6,150,3,1,0,0,technical,medium
-0.48,0.89,5,179,3,0,0,0,management,medium
-0.99,0.97,3,257,2,0,0,0,marketing,medium
-0.76,0.8,5,229,2,0,0,0,marketing,medium
-0.93,0.97,4,227,3,0,0,0,marketing,medium
-0.99,0.78,4,140,3,0,0,0,sales,medium
-0.85,0.78,4,251,3,0,0,0,sales,medium
-0.63,0.95,4,137,3,0,0,0,sales,medium
-0.63,0.78,3,153,3,1,0,0,sales,medium
-0.5,0.65,5,242,3,0,0,0,sales,high
-0.52,0.57,3,150,3,0,0,0,sales,low
-0.63,0.99,3,247,3,0,0,0,sales,medium
-0.78,0.5,4,212,2,0,0,0,sales,medium
-0.98,0.53,3,234,3,0,0,0,sales,medium
-0.14,1,5,174,5,0,0,0,sales,medium
-0.7,0.9,3,225,2,0,0,0,sales,low
-0.88,0.6,4,224,2,0,0,0,sales,low
-0.72,0.62,3,270,4,0,0,0,sales,low
-0.88,0.51,4,139,3,0,0,0,sales,low
-0.71,0.51,3,248,4,0,0,0,sales,low
-0.6,0.85,3,172,2,0,0,0,sales,low
-0.88,0.86,4,224,3,1,0,0,sales,low
-0.55,0.72,5,232,4,0,0,0,sales,low
-0.85,0.55,4,260,2,1,0,0,sales,low
-0.84,0.51,2,117,4,0,0,0,accounting,low
-0.91,0.61,4,243,2,1,0,0,accounting,low
-0.82,0.62,4,202,2,0,0,0,accounting,low
-0.6,0.91,2,168,4,0,0,0,hr,low
-0.89,0.71,5,194,3,0,0,0,hr,low
-0.6,0.97,4,219,4,1,0,0,hr,low
-0.64,0.52,4,207,3,0,0,0,hr,low
-0.93,0.88,4,177,3,0,0,0,technical,low
-0.81,0.99,3,239,2,1,0,0,technical,low
-0.31,0.49,4,165,3,1,0,0,technical,low
-0.68,0.69,4,225,2,0,0,0,technical,low
-0.78,0.59,3,212,2,0,0,0,technical,low
-0.44,0.42,4,159,4,0,0,0,technical,medium
-0.64,0.93,4,233,2,1,0,0,technical,medium
-0.81,0.63,4,108,6,0,0,0,technical,medium
-0.5,0.49,3,214,3,0,0,0,technical,medium
-0.69,0.61,5,229,3,0,0,0,technical,medium
-0.77,0.75,4,223,3,0,0,0,technical,medium
-0.69,0.56,4,178,3,0,0,0,support,medium
-0.87,0.68,4,246,2,0,0,0,support,medium
-0.85,0.91,4,145,3,0,0,0,support,medium
-0.83,0.83,4,224,4,0,0,0,support,medium
-0.68,0.51,3,259,3,0,0,0,support,medium
-0.78,0.65,4,207,2,0,0,0,support,medium
-0.78,0.89,3,253,3,0,0,0,support,high
-0.93,0.68,4,196,2,1,0,0,support,low
-0.54,0.75,3,240,3,0,0,0,support,medium
-0.76,0.56,3,255,3,0,0,0,support,medium
-0.4,0.72,3,139,2,0,0,0,support,medium
-0.73,0.81,3,168,2,0,0,0,technical,medium
-0.86,0.98,5,233,3,0,0,0,technical,low
-0.38,0.68,5,211,6,0,0,0,technical,low
-0.71,0.48,5,114,3,0,0,0,management,low
-0.58,0.97,5,202,2,0,0,0,IT,low
-0.67,0.59,3,177,3,1,0,0,IT,low
-0.55,0.76,4,233,4,0,0,0,IT,low
-0.76,0.98,2,111,2,0,0,0,IT,low
-0.7,0.82,3,178,3,0,0,0,IT,low
-0.66,0.46,4,204,4,0,0,0,product_mng,low
-0.96,0.72,3,272,3,0,0,0,product_mng,low
-0.6,0.77,4,157,4,0,0,0,product_mng,low
-0.54,0.94,5,229,3,1,0,0,product_mng,low
-0.85,0.9,5,202,3,0,0,0,IT,low
-0.96,0.84,3,264,3,0,0,0,RandD,low
-0.86,0.62,3,256,3,1,0,0,RandD,low
-0.53,0.87,3,151,2,0,0,0,RandD,low
-0.91,0.95,3,251,3,0,0,0,RandD,low
-0.33,0.7,5,271,4,0,0,0,RandD,low
-0.75,0.73,4,274,2,0,0,0,RandD,low
-0.97,0.8,3,169,3,0,0,0,marketing,low
-0.68,0.51,4,176,4,1,0,0,sales,low
-0.68,0.7,5,168,2,0,0,0,accounting,medium
-0.57,0.87,4,171,2,0,0,0,support,medium
-0.87,0.9,4,214,3,0,0,0,technical,medium
-0.5,0.91,5,224,2,1,0,0,management,medium
-0.76,0.59,3,191,4,0,0,0,marketing,medium
-0.79,0.61,5,96,4,0,0,0,marketing,medium
-0.17,0.9,6,217,6,1,0,0,marketing,medium
-0.6,0.62,4,135,2,1,0,0,sales,medium
-0.89,0.67,3,226,3,0,0,0,sales,medium
-0.69,0.87,3,202,2,0,0,0,sales,medium
-0.68,0.85,2,180,6,0,0,0,sales,medium
-0.61,0.87,5,174,4,0,0,0,sales,medium
-0.63,0.5,3,140,2,0,0,0,sales,high
-0.5,0.96,4,147,3,0,0,0,sales,low
-0.49,0.74,2,263,3,1,0,0,sales,medium
-0.83,0.55,5,261,5,0,0,0,sales,medium
-0.59,0.71,2,176,2,1,0,0,sales,medium
-0.75,0.93,2,98,5,0,0,0,sales,medium
-0.66,0.48,3,192,3,1,0,0,sales,low
-0.68,0.51,4,157,3,0,0,0,sales,low
-0.73,0.58,5,230,3,0,0,0,sales,low
-0.98,0.53,4,192,2,1,0,0,sales,low
-0.86,0.65,3,161,3,0,0,0,sales,low
-0.5,0.55,3,176,3,0,0,0,sales,low
-0.76,0.76,3,216,3,0,0,0,sales,low
-0.3,0.47,4,176,2,0,0,0,sales,low
-0.3,0.86,3,276,5,1,0,0,accounting,low
-0.64,0.59,3,174,3,1,0,0,accounting,low
-0.59,0.75,3,106,2,0,0,0,accounting,low
-0.85,0.63,4,154,3,0,0,0,hr,low
-0.76,0.93,3,271,5,0,0,0,hr,low
-0.63,0.5,5,246,2,0,0,0,hr,low
-0.65,0.86,4,264,2,1,0,0,hr,low
-0.43,0.68,3,197,2,0,0,0,technical,low
-0.83,0.56,4,165,2,0,0,0,technical,low
-0.49,0.77,4,218,2,0,0,0,technical,low
-0.67,0.73,3,203,2,0,0,0,technical,low
-0.9,0.47,2,107,6,1,0,0,technical,low
-0.83,0.96,3,179,2,0,0,0,technical,low
-0.92,0.84,5,264,3,0,0,0,technical,medium
-0.83,0.7,5,154,3,0,0,0,technical,medium
-0.64,0.55,4,167,3,1,0,0,technical,medium
-0.93,0.97,4,158,3,1,0,0,technical,medium
-0.6,0.87,4,227,3,1,0,0,technical,medium
-0.74,0.69,3,230,2,0,0,0,support,medium
-0.56,0.75,5,143,5,0,0,0,support,medium
-0.61,0.77,4,142,3,0,0,0,support,medium
-0.63,0.62,4,184,4,0,0,0,support,medium
-0.24,0.62,5,169,4,0,0,0,support,medium
-0.17,0.56,5,218,4,1,0,0,support,medium
-0.46,0.64,2,121,3,0,0,0,support,medium
-0.68,0.48,4,251,4,0,0,0,support,high
-0.68,0.6,2,192,6,0,0,0,support,low
-0.16,0.71,6,227,5,0,0,0,support,medium
-0.15,0.56,6,140,5,0,0,0,support,medium
-0.55,0.49,3,152,2,0,0,0,technical,medium
-0.72,0.66,4,202,4,0,0,0,technical,medium
-0.91,0.89,2,219,4,0,0,0,technical,low
-0.3,0.91,4,248,4,0,0,0,management,low
-0.56,0.68,5,203,2,0,0,0,IT,low
-0.94,0.94,3,255,3,0,0,0,IT,low
-0.82,0.63,5,177,3,0,0,0,IT,low
-0.66,0.86,5,185,3,0,0,0,IT,low
-0.74,0.64,4,101,6,1,0,0,IT,low
-0.63,0.5,3,246,3,0,0,0,product_mng,low
-0.65,0.42,6,220,2,0,0,0,product_mng,low
-0.56,0.81,3,145,2,0,0,0,product_mng,low
-0.32,0.73,6,194,5,0,0,0,product_mng,low
-0.8,0.9,4,241,2,0,0,0,IT,low
-0.34,0.87,6,175,4,0,0,0,RandD,low
-0.62,0.71,5,149,2,0,0,0,RandD,low
-0.5,0.86,3,253,2,0,0,0,RandD,low
-0.58,0.98,5,218,3,0,0,0,RandD,low
-0.94,0.9,2,263,3,0,0,0,RandD,low
-0.67,0.99,4,247,3,1,0,0,RandD,low
-0.2,0.74,6,148,4,0,0,0,marketing,low
-0.91,0.59,5,162,2,0,0,0,sales,low
-0.91,0.67,2,255,4,0,0,0,accounting,low
-0.78,0.87,3,191,3,1,0,0,support,medium
-0.82,0.55,3,217,4,1,0,0,technical,medium
-0.54,0.96,3,201,3,0,0,0,management,medium
-0.53,0.81,3,253,3,0,0,0,marketing,medium
-0.47,0.55,4,122,5,1,0,0,marketing,medium
-0.87,0.5,3,269,3,0,0,0,marketing,medium
-0.5,0.68,4,161,3,0,0,0,sales,medium
-0.59,0.83,3,156,2,0,0,0,sales,medium
-0.89,0.69,3,173,3,0,0,0,sales,medium
-0.54,0.49,4,152,3,1,0,0,sales,medium
-0.62,0.85,3,145,3,0,0,0,sales,medium
-0.91,0.85,3,248,3,0,0,0,sales,medium
-0.84,0.99,2,184,2,0,0,0,sales,high
-0.69,0.65,4,232,2,1,0,0,sales,low
-0.76,0.63,3,162,2,0,0,0,sales,medium
-0.8,0.54,4,269,3,0,0,0,sales,medium
-0.4,0.47,5,108,3,0,0,0,sales,medium
-0.8,0.99,3,248,3,1,0,0,sales,medium
-0.76,0.4,2,122,5,0,0,0,sales,low
-0.55,0.9,4,273,2,1,0,0,sales,low
-0.98,0.63,3,285,6,0,0,0,sales,low
-0.54,0.56,4,227,3,0,0,0,sales,low
-0.63,0.56,4,248,2,1,0,0,sales,low
-0.88,0.63,3,257,3,0,0,0,sales,low
-0.5,0.95,5,194,3,0,0,0,sales,low
-0.52,0.72,3,253,3,0,0,0,accounting,low
-0.89,0.95,4,141,3,0,0,0,accounting,low
-0.55,0.9,4,199,3,0,0,0,accounting,low
-0.51,0.81,3,143,2,0,0,0,hr,low
-0.35,0.52,5,244,3,0,0,0,hr,low
-0.54,0.71,5,173,2,0,0,0,hr,low
-0.72,0.84,4,186,3,0,0,0,hr,low
-0.61,0.93,2,247,3,0,0,0,technical,low
-0.17,0.93,3,218,4,0,0,0,technical,low
-0.71,0.88,3,140,2,0,0,0,technical,low
-0.88,0.52,4,166,2,0,0,0,technical,low
-0.48,1,3,216,2,0,0,0,technical,low
-0.16,0.97,6,235,3,0,0,0,technical,low
-0.62,0.72,3,188,3,0,0,0,technical,low
-0.59,0.47,3,143,2,0,0,0,technical,medium
-0.14,0.9,4,198,4,0,0,0,technical,medium
-0.96,0.92,4,148,3,0,0,0,technical,medium
-0.96,0.42,6,101,4,0,0,0,technical,medium
-0.13,0.89,4,249,6,1,0,0,support,medium
-0.64,0.61,5,249,3,1,0,0,support,medium
-0.64,0.67,5,198,2,1,0,0,support,medium
-0.57,0.72,3,202,3,1,0,0,support,medium
-0.49,1,3,176,3,0,0,0,support,medium
-0.89,0.79,4,133,2,0,0,0,support,medium
-0.94,0.75,5,238,2,0,0,0,support,medium
-0.51,0.58,2,181,4,0,0,0,support,medium
-0.8,0.85,5,242,3,0,0,0,support,high
-0.74,0.51,4,185,2,1,0,0,support,low
-0.66,0.85,4,237,3,1,0,0,support,medium
-0.66,0.99,5,244,3,0,0,0,technical,medium
-0.59,0.62,3,178,4,0,0,0,technical,medium
-0.91,0.57,3,164,3,0,0,0,technical,medium
-0.83,0.98,5,189,4,1,0,0,management,low
-0.5,0.91,3,212,2,0,0,0,IT,low
-0.69,0.97,4,233,3,0,0,0,IT,low
-0.87,0.91,5,268,3,0,0,0,IT,low
-0.37,0.43,2,155,2,0,0,0,IT,low
-0.9,0.98,4,257,3,0,0,0,IT,low
-0.68,0.41,4,254,5,0,0,0,product_mng,low
-0.93,0.63,4,143,3,1,0,0,product_mng,low
-0.95,0.45,3,225,2,0,0,0,product_mng,low
-0.99,1,4,223,2,1,0,0,product_mng,low
-0.64,0.9,2,101,6,0,0,0,IT,low
-0.96,0.37,2,159,6,0,0,0,RandD,low
-0.92,0.54,5,141,2,0,0,0,RandD,low
-0.22,0.52,5,147,5,1,0,0,RandD,low
-0.82,0.99,5,252,3,1,0,0,RandD,low
-0.75,0.89,3,196,3,0,0,0,RandD,low
-0.2,0.89,6,244,3,0,0,0,RandD,low
-0.64,0.73,3,142,3,0,0,0,marketing,low
-0.62,0.9,4,155,4,0,0,0,sales,low
-0.73,0.59,3,219,2,0,0,0,accounting,low
-0.52,0.51,3,213,4,0,0,0,support,low
-0.63,0.67,5,263,3,0,0,0,technical,medium
-0.84,0.92,4,274,3,0,0,0,management,medium
-0.49,0.96,3,140,3,0,0,0,marketing,medium
-0.54,0.78,4,176,2,0,0,0,marketing,medium
-0.52,0.78,4,206,2,0,0,0,marketing,medium
-0.66,0.63,6,223,6,0,0,0,sales,medium
-0.73,0.41,2,231,6,1,0,0,sales,medium
-0.54,0.64,3,250,3,0,0,0,sales,medium
-0.72,0.68,5,266,4,0,0,0,sales,medium
-0.75,0.64,4,247,3,1,0,0,sales,medium
-0.77,0.57,3,189,2,0,0,0,sales,medium
-0.42,0.94,5,227,5,0,0,0,sales,medium
-0.13,0.69,4,127,4,0,0,0,sales,high
-0.73,0.88,5,204,5,0,0,0,sales,low
-0.5,0.95,5,137,3,0,0,0,sales,medium
-0.92,0.62,4,265,3,1,0,0,sales,medium
-0.73,0.66,3,135,2,0,0,0,sales,medium
-0.74,0.38,2,126,3,0,0,0,sales,medium
-0.76,0.78,3,189,2,0,0,0,sales,low
-0.53,0.92,3,207,4,1,0,0,sales,low
-0.65,0.72,3,134,3,0,0,0,sales,low
-0.91,0.85,4,203,2,0,0,0,sales,low
-0.69,0.76,5,222,3,1,0,0,sales,low
-0.56,0.66,3,232,2,0,0,0,sales,low
-0.55,0.81,4,267,5,0,0,0,accounting,low
-0.74,0.5,5,131,3,0,0,0,accounting,low
-0.86,0.86,3,155,4,0,0,0,accounting,low
-0.82,0.74,3,232,3,0,0,0,hr,low
-0.35,0.8,3,137,5,0,0,0,hr,low
-0.93,0.99,4,136,4,0,0,0,hr,low
-0.55,0.77,3,237,2,0,0,0,hr,low
-0.99,0.68,4,190,3,0,0,0,technical,low
-0.91,0.89,4,144,3,1,0,0,technical,low
-0.24,0.65,6,194,3,0,0,0,technical,low
-0.77,0.67,3,186,2,0,0,0,technical,low
-0.64,0.66,3,218,3,0,0,0,technical,low
-0.58,0.76,5,260,2,1,0,0,technical,low
-0.65,0.99,4,200,4,0,0,0,technical,low
-0.44,0.68,3,140,3,0,0,0,technical,low
-0.59,0.75,2,156,3,0,0,0,technical,medium
-0.99,0.56,3,193,3,1,0,0,technical,medium
-0.75,0.79,4,145,3,0,0,0,technical,medium
-0.77,0.49,4,217,2,0,0,0,support,medium
-0.85,0.64,4,162,3,0,0,0,support,medium
-0.77,0.93,5,182,4,0,0,0,support,medium
-0.54,0.95,3,221,3,0,0,0,support,medium
-0.69,0.82,4,208,2,0,0,0,support,medium
-0.66,0.65,5,161,3,0,0,0,support,medium
-0.51,0.65,4,269,3,0,0,0,support,medium
-0.74,0.59,4,155,3,0,0,0,support,medium
-0.55,0.72,3,110,3,0,0,0,support,medium
-0.65,0.84,3,154,3,0,0,0,support,high
-0.2,0.77,6,213,4,0,0,0,support,low
-0.92,0.94,5,248,3,0,0,0,technical,medium
-0.57,0.6,3,202,3,0,0,0,technical,medium
-0.75,0.78,2,251,6,0,0,0,technical,medium
-0.68,0.84,3,239,2,0,0,0,management,medium
-0.97,0.7,3,203,3,0,0,0,IT,low
-0.79,0.48,4,184,5,1,0,0,IT,low
-0.66,0.75,4,203,3,1,0,0,IT,low
-0.96,0.69,3,214,2,1,0,0,IT,low
-0.73,0.69,4,161,3,0,0,0,IT,low
-0.29,0.58,5,234,2,0,0,0,product_mng,low
-0.58,0.56,3,151,2,0,0,0,product_mng,low
-0.72,0.58,4,149,3,0,0,0,product_mng,low
-0.94,0.87,4,240,3,0,0,0,product_mng,low
-0.48,0.56,5,140,2,0,0,0,IT,low
-0.6,0.99,3,187,2,0,0,0,RandD,low
-0.97,0.58,5,156,2,1,0,0,RandD,low
-0.74,0.41,4,250,4,0,0,0,RandD,low
-0.97,0.61,3,165,2,0,0,0,RandD,low
-0.88,0.67,5,260,3,1,0,0,RandD,low
-0.5,0.7,3,274,3,0,0,0,marketing,low
-0.93,0.98,4,160,3,0,0,0,sales,low
-0.3,0.7,5,280,4,1,0,0,accounting,low
-0.69,0.53,3,142,3,0,0,0,support,low
-0.69,0.9,2,155,2,0,0,0,technical,low
-0.53,0.67,4,167,2,0,0,0,management,low
-0.32,0.8,3,263,3,0,0,0,marketing,medium
-0.73,0.75,3,259,4,0,0,0,marketing,medium
-0.77,0.61,4,223,3,0,0,0,marketing,medium
-0.59,0.81,6,123,5,0,0,0,sales,medium
-0.19,0.51,5,226,3,0,0,0,sales,medium
-0.78,0.95,3,270,2,0,0,0,sales,medium
-0.84,0.74,3,139,3,0,0,0,sales,medium
-0.65,0.77,5,241,2,0,0,0,sales,medium
-0.38,0.43,2,160,6,0,0,0,sales,medium
-0.12,0.47,3,258,5,0,0,0,sales,medium
-0.74,0.81,5,106,5,0,0,0,sales,medium
-0.67,0.82,4,171,2,0,0,0,sales,medium
-0.5,0.79,3,186,3,0,0,0,sales,high
-0.99,0.39,6,214,5,1,0,0,sales,low
-0.79,0.89,4,240,3,0,0,0,sales,medium
-0.72,0.51,4,164,3,0,0,0,sales,medium
-0.83,0.57,4,232,3,0,0,0,sales,medium
-0.69,0.55,5,242,2,0,0,0,sales,medium
-0.5,0.89,5,222,3,0,0,0,sales,low
-0.82,0.84,3,139,2,1,0,0,sales,low
-0.68,0.56,4,272,3,0,0,0,sales,low
-0.82,0.69,4,262,2,0,0,0,sales,low
-0.32,0.81,2,249,3,0,0,0,accounting,low
-0.93,0.86,4,219,3,0,0,0,accounting,low
-0.42,0.73,4,208,5,0,0,0,accounting,low
-0.22,0.44,3,166,6,0,0,0,hr,low
-0.56,0.88,3,174,3,0,0,0,hr,low
-0.77,0.75,4,225,3,0,0,0,hr,low
-0.29,0.48,2,116,6,1,0,0,hr,low
-0.97,0.65,3,219,2,0,0,0,technical,low
-0.91,0.7,4,196,2,0,0,0,technical,low
-0.52,0.67,4,210,3,1,0,0,technical,low
-0.54,0.64,2,219,3,0,0,0,technical,low
-0.54,0.98,3,197,3,0,0,0,technical,low
-0.67,0.52,2,102,6,0,0,0,technical,low
-0.72,0.85,3,186,4,0,0,0,technical,low
-0.68,0.51,4,224,2,0,0,0,technical,low
-0.65,0.98,3,283,2,1,0,0,technical,low
-0.72,0.98,5,197,4,0,0,0,technical,low
-0.51,0.79,5,267,3,0,0,0,technical,medium
-0.8,0.58,4,172,3,0,0,0,support,medium
-0.83,0.93,4,261,2,0,0,0,support,medium
-0.15,0.86,3,204,4,0,0,0,support,medium
-0.5,0.73,4,237,2,0,0,0,support,medium
-0.8,0.55,2,212,3,0,0,0,support,medium
-0.96,0.62,4,217,2,0,0,0,support,medium
-0.67,0.7,5,159,3,1,0,0,support,medium
-0.98,0.96,5,139,3,0,0,0,support,medium
-0.88,0.59,5,230,3,0,0,0,support,medium
-0.85,0.79,3,157,4,0,0,0,support,medium
-0.75,0.7,5,269,3,0,0,0,support,medium
-0.38,0.77,2,170,3,0,0,0,technical,high
-0.55,0.82,2,197,4,0,0,0,technical,low
-0.63,0.89,4,246,3,0,0,0,technical,medium
-0.78,0.51,4,278,3,0,0,0,management,medium
-0.99,0.84,5,138,2,0,0,0,IT,medium
-0.72,0.87,3,238,3,0,0,0,IT,medium
-0.14,0.83,5,175,6,1,0,0,IT,low
-0.81,0.67,4,216,3,0,0,0,IT,low
-0.73,0.86,4,196,4,1,0,0,IT,low
-0.58,0.8,5,187,3,1,0,0,product_mng,low
-0.24,0.85,4,155,5,0,0,0,product_mng,low
-0.31,0.86,3,205,5,0,0,0,product_mng,low
-0.74,0.63,3,230,2,0,0,0,product_mng,low
-0.86,0.69,5,157,3,0,0,0,IT,low
-0.22,0.8,4,287,4,0,0,0,RandD,low
-0.66,0.7,4,161,3,0,0,0,RandD,low
-0.21,0.76,5,239,2,0,0,0,RandD,low
-0.95,0.61,3,267,2,0,0,0,RandD,low
-0.24,0.55,5,208,5,0,0,0,RandD,low
-0.66,0.95,3,133,3,0,0,0,marketing,low
-0.88,0.86,3,187,3,0,0,0,marketing,low
-0.67,0.61,4,140,2,0,0,0,sales,low
-0.75,0.58,4,270,3,0,0,0,accounting,low
-0.93,0.48,3,147,3,0,0,0,support,low
-0.64,0.71,3,181,2,0,0,0,technical,low
-0.51,0.53,3,156,3,0,0,0,management,low
-0.98,0.5,4,207,3,0,0,0,marketing,low
-0.72,0.63,4,241,4,1,0,0,marketing,medium
-0.51,0.75,4,154,3,0,0,0,marketing,medium
-0.54,0.58,4,206,3,0,0,0,sales,medium
-0.99,0.76,4,204,2,0,0,0,sales,medium
-0.44,0.9,4,117,3,0,0,0,sales,medium
-0.74,0.48,5,144,3,0,0,0,sales,medium
-0.9,0.77,3,156,3,0,0,0,sales,medium
-0.86,0.58,4,211,4,0,0,0,sales,medium
-0.66,0.52,3,149,4,1,0,0,sales,medium
-0.64,0.96,4,152,5,0,0,0,sales,medium
-0.5,0.59,4,192,2,0,0,0,sales,medium
-0.88,0.68,4,274,4,0,0,0,sales,medium
-0.72,0.47,5,168,6,0,0,0,sales,high
-0.53,0.53,4,205,3,0,0,0,sales,low
-0.83,0.77,3,228,3,0,0,0,sales,medium
-0.24,0.52,4,228,5,0,0,0,sales,medium
-0.66,0.75,5,227,3,1,0,0,sales,medium
-0.43,0.63,3,156,3,0,0,0,sales,medium
-0.75,0.66,5,177,2,0,0,0,sales,low
-0.42,0.89,6,188,5,1,0,0,sales,low
-0.54,0.74,3,185,4,0,0,0,sales,low
-0.84,0.85,3,153,4,0,0,0,accounting,low
-0.95,0.79,4,174,3,0,0,0,accounting,low
-0.6,0.61,4,209,3,0,0,0,accounting,low
-0.95,0.71,3,251,2,1,0,0,hr,low
-0.62,0.89,3,153,3,1,0,0,hr,low
-0.89,0.73,3,210,2,0,0,0,hr,low
-0.73,0.93,5,167,3,0,0,0,hr,low
-0.86,0.94,3,151,2,0,0,0,technical,low
-0.76,0.73,3,158,2,0,0,0,technical,low
-0.91,0.76,3,116,5,0,0,0,technical,low
-1,0.81,5,178,2,0,0,0,technical,low
-0.98,0.78,4,155,3,1,0,0,technical,low
-0.65,0.89,3,151,2,0,0,0,technical,low
-0.62,0.79,4,216,2,1,0,0,technical,low
-0.83,0.82,5,179,3,0,0,0,technical,low
-0.75,1,4,135,4,0,0,0,technical,low
-0.82,0.63,4,232,4,0,0,0,technical,low
-0.69,0.68,4,168,3,0,0,0,technical,low
-0.41,0.96,6,171,5,1,0,0,support,medium
-0.52,0.64,5,258,2,0,0,0,support,medium
-0.74,0.86,3,221,2,0,0,0,support,medium
-0.33,0.96,5,97,3,0,0,0,support,medium
-0.8,0.69,3,164,3,0,0,0,support,medium
-0.82,0.89,4,237,3,0,0,0,support,medium
-0.59,0.65,5,161,2,0,0,0,support,medium
-0.98,0.8,4,134,2,1,0,0,support,medium
-0.93,0.94,4,188,3,0,0,0,support,medium
-0.49,0.95,4,181,3,0,0,0,support,medium
-0.6,0.94,4,160,2,0,0,0,support,medium
-0.34,0.82,6,197,5,1,0,0,technical,medium
-0.71,0.77,3,145,3,0,0,0,technical,high
-0.6,0.64,5,221,2,0,0,0,technical,low
-0.12,0.78,6,260,5,0,0,0,management,medium
-0.16,0.87,3,99,5,1,0,0,IT,medium
-0.57,0.61,3,243,3,0,0,0,IT,medium
-0.72,0.8,5,244,3,0,0,0,IT,medium
-0.91,0.55,4,179,4,0,0,0,IT,low
-0.95,0.49,4,146,6,1,0,0,IT,low
-0.71,0.9,3,262,2,1,0,0,product_mng,low
-0.9,0.69,4,174,2,0,0,0,product_mng,low
-0.66,0.81,4,148,4,0,0,0,product_mng,low
-0.48,0.59,5,235,3,0,0,0,product_mng,low
-0.82,0.82,5,285,2,1,0,0,IT,low
-0.83,0.79,4,143,3,0,0,0,RandD,low
-0.85,0.82,6,141,5,0,0,0,RandD,low
-0.84,0.47,3,125,4,0,0,0,RandD,low
-0.99,0.51,4,232,3,0,0,0,RandD,low
-0.54,0.72,3,172,2,0,0,0,RandD,low
-0.64,0.42,5,283,5,0,0,0,marketing,low
-0.67,0.68,3,189,3,0,0,0,sales,low
-0.48,0.54,2,144,3,0,0,0,accounting,low
-0.58,0.77,4,145,3,1,0,0,support,low
-0.54,0.59,3,200,3,0,0,0,technical,low
-0.25,0.65,3,264,4,0,0,0,management,low
-0.9,0.53,3,215,3,0,0,0,marketing,low
-0.48,0.39,4,272,3,0,0,0,marketing,low
-0.76,0.9,5,142,3,0,0,0,marketing,low
-0.72,0.53,5,240,2,0,0,0,sales,medium
-0.95,0.66,4,168,2,0,0,0,sales,medium
-0.73,0.55,4,171,4,0,0,0,sales,medium
-0.93,0.7,3,159,2,0,0,0,sales,medium
-0.89,0.61,3,175,4,0,0,0,sales,medium
-0.7,0.97,4,244,3,0,0,0,sales,medium
-0.98,0.57,3,198,3,0,0,0,sales,medium
-0.72,0.65,5,151,3,0,0,0,sales,medium
-0.49,0.69,2,188,4,0,0,0,sales,medium
-0.15,0.85,3,199,2,0,0,0,sales,medium
-0.57,0.96,4,257,3,0,0,0,sales,medium
-0.21,0.81,4,144,4,0,0,0,sales,medium
-0.46,0.57,4,275,3,0,0,0,sales,high
-0.56,0.52,3,243,3,0,0,0,sales,low
-0.81,0.66,3,181,2,1,0,0,sales,medium
-0.93,0.59,5,172,3,0,0,0,sales,medium
-0.82,0.97,3,244,5,0,0,0,sales,medium
-0.76,0.51,4,242,3,0,0,0,sales,medium
-0.97,0.81,3,249,2,0,0,0,sales,low
-0.38,0.81,5,128,3,1,0,0,accounting,low
-0.46,0.49,3,213,3,0,0,0,accounting,low
-0.34,0.57,4,152,3,1,0,0,accounting,low
-0.63,0.76,4,245,3,0,0,0,hr,low
-0.57,0.56,4,113,3,0,0,0,hr,low
-0.17,0.76,4,280,5,0,0,0,hr,low
-0.74,0.67,3,273,3,1,0,0,hr,low
-0.59,0.56,4,221,3,1,0,0,technical,low
-0.49,0.61,5,133,3,0,0,0,technical,low
-0.49,0.58,3,136,4,1,0,0,technical,low
-0.61,0.71,4,243,3,1,0,0,technical,low
-0.81,0.79,5,135,3,0,0,0,technical,low
-0.74,0.63,3,231,3,0,0,0,technical,low
-0.91,0.98,3,259,4,0,0,0,technical,low
-0.71,0.66,3,238,2,0,0,0,technical,low
-0.73,0.71,3,210,3,0,0,0,technical,low
-0.44,0.4,3,120,6,0,0,0,technical,low
-0.6,0.56,2,203,4,0,0,0,technical,low
-0.73,0.88,4,148,2,0,0,0,support,low
-0.8,0.54,4,258,3,0,0,0,support,low
-0.97,0.5,3,225,2,0,0,0,support,medium
-0.99,0.75,4,208,2,0,0,0,support,medium
-0.96,0.82,4,274,3,0,0,0,support,medium
-0.24,0.7,5,147,6,1,0,0,support,medium
-0.45,0.39,2,167,3,0,0,0,support,medium
-0.74,0.96,4,154,4,0,0,0,support,medium
-0.6,0.98,4,195,3,0,0,0,support,medium
-0.67,0.56,3,237,4,0,0,0,support,medium
-0.57,0.99,4,222,2,0,0,0,support,medium
-0.87,0.71,5,145,4,0,0,0,technical,medium
-0.25,0.83,3,257,5,1,0,0,technical,medium
-0.98,0.84,3,286,4,0,0,0,technical,medium
-0.3,0.64,2,137,3,0,0,0,management,high
-0.21,0.52,5,130,2,0,0,0,IT,low
-0.56,0.7,3,214,2,0,0,0,IT,medium
-0.75,0.96,3,138,2,0,0,0,IT,medium
-0.5,0.77,3,166,3,0,0,0,IT,medium
-0.61,0.92,4,159,5,0,0,0,IT,medium
-0.83,0.59,5,160,4,0,0,0,product_mng,low
-0.66,0.76,3,155,4,1,0,0,product_mng,low
-0.84,0.68,3,231,3,0,0,0,product_mng,low
-0.87,0.57,4,227,3,0,0,0,product_mng,low
-0.48,0.37,3,181,2,0,0,0,IT,low
-0.84,0.79,4,222,3,0,0,0,RandD,low
-0.49,0.71,3,196,3,0,0,0,RandD,low
-0.67,0.93,3,206,3,0,0,0,RandD,low
-0.12,0.93,6,257,6,1,0,0,RandD,low
-0.99,0.67,5,153,2,0,0,0,RandD,low
-0.17,0.59,5,250,5,0,0,0,marketing,low
-0.58,0.66,3,250,5,0,0,0,sales,low
-0.5,0.73,3,148,3,0,0,0,accounting,low
-0.35,0.69,3,141,2,1,0,0,support,low
-0.93,0.95,6,147,3,0,0,0,technical,low
-0.73,0.87,3,142,3,0,0,0,management,low
-0.91,0.54,3,210,2,0,0,0,marketing,low
-0.72,0.66,3,152,2,0,0,0,marketing,low
-0.51,0.39,3,149,3,0,0,0,marketing,low
-0.55,0.92,3,198,3,0,0,0,sales,low
-0.66,0.76,3,139,5,0,0,0,sales,low
-0.84,0.41,6,255,6,1,0,0,sales,medium
-0.81,0.8,4,229,2,0,0,0,sales,medium
-0.81,0.69,5,134,2,0,0,0,sales,medium
-0.5,0.75,5,255,3,0,0,0,sales,medium
-0.78,0.68,5,189,3,0,0,0,sales,medium
-0.76,0.74,3,183,3,0,0,0,sales,medium
-0.49,0.71,3,154,2,0,0,0,sales,medium
-0.99,0.61,3,167,3,0,0,0,sales,medium
-0.73,0.48,4,139,5,0,0,0,sales,medium
-0.88,0.74,5,245,2,0,0,0,sales,medium
-0.79,0.91,4,200,3,0,0,0,sales,medium
-0.83,0.98,3,159,2,0,0,0,sales,medium
-0.21,0.44,4,163,6,0,0,0,sales,high
-0.87,0.52,3,158,2,1,0,0,sales,low
-1,0.89,3,194,3,0,0,0,sales,medium
-0.49,0.98,3,267,3,1,0,0,sales,medium
-0.51,0.63,3,183,2,0,0,0,sales,medium
-0.63,0.64,3,174,2,0,0,0,accounting,medium
-0.91,0.63,4,240,3,0,0,0,accounting,low
-0.54,0.5,2,123,4,1,0,0,accounting,low
-1,0.59,4,174,3,0,0,0,hr,low
-0.64,0.91,5,246,3,0,0,0,hr,low
-0.65,0.96,5,173,2,0,0,0,hr,low
-0.15,0.93,4,185,5,0,0,0,hr,low
-0.81,0.83,4,259,3,1,0,0,technical,low
-0.61,0.83,3,112,4,1,0,0,technical,low
-0.86,0.55,5,219,2,0,0,0,technical,medium
-0.71,0.62,3,258,2,0,0,0,technical,medium
-0.72,0.82,5,287,3,0,0,0,technical,medium
-0.84,0.37,5,186,2,0,0,0,technical,medium
-0.38,0.74,3,159,4,0,0,0,technical,medium
-0.75,0.56,4,230,3,0,0,0,technical,medium
-0.93,0.77,5,106,5,0,0,0,technical,medium
-0.71,0.64,4,189,3,0,0,0,technical,medium
-0.75,0.96,3,252,3,0,0,0,technical,medium
-0.56,0.68,4,220,2,0,0,0,support,medium
-0.57,0.82,5,218,3,0,0,0,support,medium
-0.63,0.83,4,145,4,0,0,0,support,medium
-0.59,0.91,4,142,3,1,0,0,support,medium
-0.77,0.62,3,218,2,0,0,0,support,medium
-0.65,0.7,4,157,4,0,0,0,support,medium
-0.84,0.49,4,178,3,0,0,0,support,medium
-0.9,0.45,4,241,6,0,0,0,support,medium
-0.6,0.83,3,230,3,0,0,0,support,medium
-0.9,0.74,5,249,3,0,0,0,support,medium
-0.94,0.7,5,147,2,0,0,0,support,medium
-0.56,0.9,4,115,3,0,0,0,technical,medium
-0.95,0.86,5,143,3,0,0,0,technical,medium
-0.97,0.85,4,219,3,0,0,0,technical,medium
-0.55,0.63,4,218,2,0,0,0,management,medium
-0.79,0.6,5,235,2,0,0,0,IT,medium
-0.49,0.76,5,237,3,0,0,0,IT,high
-0.49,0.58,5,186,2,0,0,0,IT,high
-0.57,0.65,5,177,2,0,0,0,IT,high
-0.89,0.81,4,228,4,0,0,0,IT,high
-0.66,0.59,3,204,3,0,0,0,product_mng,high
-0.94,0.77,5,210,3,0,0,0,product_mng,high
-0.98,0.95,4,250,2,1,0,0,product_mng,high
-0.18,0.52,5,185,6,0,0,0,product_mng,high
-0.57,0.73,3,146,3,0,0,0,IT,high
-0.67,0.55,3,217,2,0,0,0,RandD,high
-0.12,0.61,6,172,6,0,0,0,RandD,high
-0.48,0.95,3,184,2,0,0,0,RandD,high
-0.61,0.97,3,148,3,0,0,0,RandD,low
-0.23,0.52,5,236,4,0,0,0,RandD,low
-0.4,0.38,3,280,2,0,0,0,marketing,low
-0.57,0.6,3,218,3,0,0,0,sales,low
-0.95,0.98,5,155,3,0,0,0,accounting,low
-0.93,0.66,4,242,4,0,0,0,support,low
-0.7,0.88,3,166,5,0,0,0,technical,low
-0.58,0.9,4,175,3,1,0,0,management,low
-0.52,0.95,5,234,3,0,0,0,marketing,low
-0.98,0.88,5,232,3,0,0,0,marketing,low
-0.93,0.94,4,156,3,1,0,0,marketing,low
-0.34,0.63,5,248,3,0,0,0,sales,low
-0.87,0.75,4,218,2,0,0,0,sales,low
-0.52,0.96,5,251,2,1,0,0,sales,low
-0.58,0.91,4,173,4,0,0,0,sales,low
-0.65,0.51,4,157,3,1,0,0,sales,medium
-0.74,0.59,3,274,3,0,0,0,sales,medium
-0.63,0.7,5,182,3,0,0,0,sales,medium
-0.74,0.74,4,233,2,0,0,0,sales,medium
-0.65,1,4,249,3,0,0,0,sales,medium
-0.48,0.94,3,162,3,1,0,0,sales,medium
-0.84,0.75,3,184,3,0,0,0,sales,medium
-0.6,0.62,3,135,2,0,0,0,sales,medium
-0.56,0.57,3,143,2,0,0,0,sales,medium
-0.13,0.8,5,203,5,0,0,0,sales,medium
-0.83,0.51,5,143,4,0,0,0,sales,medium
-0.91,0.42,2,142,3,1,0,0,sales,medium
-0.97,0.97,5,171,2,0,0,0,sales,high
-0.9,0.96,3,223,4,0,0,0,sales,high
-0.57,0.87,4,148,3,0,0,0,sales,high
-0.84,0.79,6,140,2,0,0,0,accounting,high
-0.84,0.74,4,226,2,0,0,0,accounting,high
-0.17,0.93,5,183,5,0,0,0,accounting,high
-0.97,0.86,5,135,3,0,0,0,hr,high
-0.94,0.66,3,236,2,0,0,0,hr,high
-0.83,0.61,5,257,2,0,0,0,hr,low
-0.91,0.73,3,155,3,0,0,0,hr,low
-0.9,0.76,2,211,4,0,0,0,technical,low
-0.95,0.86,3,207,2,0,0,0,technical,low
-0.69,0.95,3,126,6,0,0,0,technical,low
-0.49,0.98,3,267,2,0,0,0,technical,low
-0.45,0.37,6,226,2,0,0,0,technical,low
-0.21,0.9,2,239,2,0,0,0,technical,low
-0.67,0.61,3,202,2,0,0,0,technical,medium
-0.76,0.62,3,150,2,1,0,0,technical,medium
-0.19,0.78,5,156,6,0,0,0,technical,medium
-0.52,0.73,2,233,3,0,0,0,technical,medium
-0.66,0.59,5,262,2,0,0,0,technical,medium
-0.95,0.67,3,183,3,0,0,0,support,medium
-0.95,0.78,4,225,2,0,0,0,support,medium
-0.57,0.54,5,216,3,0,0,0,support,medium
-0.48,0.57,5,227,3,0,0,0,support,medium
-0.95,0.5,4,242,2,0,0,0,support,medium
-0.7,0.67,4,224,3,0,0,0,support,medium
-0.48,0.61,3,223,3,1,0,0,support,medium
-0.62,0.58,3,202,2,0,0,0,support,medium
-0.58,0.76,3,220,3,0,0,0,support,medium
-1,0.87,4,129,5,0,0,0,support,medium
-0.79,0.65,2,193,5,0,0,0,support,medium
-0.58,0.73,3,165,2,0,0,0,technical,medium
-0.59,0.79,4,209,2,0,0,0,technical,medium
-0.66,0.8,4,183,2,1,0,0,technical,medium
-0.71,0.59,4,138,3,0,0,0,management,medium
-0.9,0.74,5,152,3,0,0,0,IT,medium
-0.74,0.63,4,170,2,0,0,0,IT,medium
-0.66,0.93,5,185,3,0,0,0,IT,medium
-0.92,0.53,2,249,2,0,0,0,IT,high
-0.55,0.51,4,155,3,0,0,0,IT,low
-0.51,0.43,3,204,4,0,0,0,product_mng,medium
-0.49,0.52,5,188,4,0,0,0,product_mng,medium
-0.88,0.52,5,264,4,0,0,0,product_mng,medium
-0.6,0.8,4,146,2,0,0,0,product_mng,medium
-0.93,0.65,4,212,4,0,0,0,IT,medium
-0.86,0.59,3,215,3,0,0,0,RandD,medium
-0.78,0.98,4,239,3,0,0,0,RandD,medium
-0.69,0.55,3,188,3,0,0,0,RandD,medium
-0.84,0.51,4,259,3,0,0,0,RandD,medium
-0.48,0.62,3,200,3,1,0,0,RandD,medium
-0.63,0.86,3,245,2,0,0,0,marketing,low
-0.54,0.61,3,182,2,0,0,0,sales,low
-0.85,0.53,4,181,2,0,0,0,accounting,low
-0.51,0.52,3,164,3,0,0,0,support,low
-0.88,0.86,5,257,3,0,0,0,technical,low
-0.87,0.93,3,178,3,0,0,0,management,low
-0.54,0.5,4,224,3,0,0,0,marketing,low
-0.96,0.67,5,170,3,0,0,0,marketing,high
-0.58,0.75,4,233,2,0,0,0,marketing,low
-0.21,0.57,5,239,3,0,0,0,sales,high
-0.5,0.56,5,185,2,0,0,0,sales,high
-0.52,0.54,4,184,3,0,0,0,sales,low
-0.5,0.7,3,188,2,0,0,0,sales,low
-0.74,0.86,3,186,3,1,0,0,sales,high
-0.69,0.63,3,226,3,0,0,0,sales,low
-0.61,0.74,2,143,6,0,0,0,sales,medium
-0.5,0.82,3,213,3,0,0,0,sales,high
-0.79,0.53,2,217,2,0,0,0,sales,medium
-0.73,0.68,5,190,2,0,0,0,sales,medium
-0.49,0.69,2,147,2,0,0,0,sales,medium
-0.7,0.77,2,235,3,1,0,0,sales,medium
-0.27,0.62,6,136,3,0,0,0,sales,high
-0.8,0.54,5,261,2,0,0,0,sales,medium
-0.45,0.6,6,176,4,0,0,0,sales,medium
-0.63,0.64,4,212,4,0,0,0,sales,medium
-0.76,0.52,2,148,3,0,0,0,sales,high
-0.42,0.74,6,218,6,0,0,0,sales,medium
-0.41,0.87,6,262,6,0,0,0,sales,high
-0.74,0.46,6,145,3,0,0,0,accounting,low
-0.82,0.75,3,230,4,1,0,0,accounting,medium
-0.82,0.65,4,210,2,0,0,0,accounting,medium
-0.53,0.73,4,227,3,0,0,0,hr,medium
-0.71,0.77,4,142,2,0,0,0,hr,medium
-0.5,0.9,4,171,2,0,0,0,hr,low
-0.68,0.89,3,241,3,0,0,0,hr,low
-0.68,0.99,3,247,2,1,0,0,technical,low
-0.48,0.86,5,246,3,0,0,0,technical,low
-0.59,0.72,3,188,3,1,0,0,technical,low
-0.21,0.7,3,104,2,0,0,0,technical,low
-0.99,0.73,5,197,4,1,0,0,technical,low
-1,0.88,4,191,4,0,0,0,technical,low
-0.84,0.51,4,173,2,0,0,0,technical,low
-0.86,0.82,2,207,4,1,0,0,technical,low
-0.52,0.54,5,247,4,0,0,0,technical,high
-0.94,0.97,5,197,5,1,0,0,technical,low
-0.55,0.81,3,242,2,0,0,0,technical,low
-0.79,0.59,3,145,2,0,0,0,support,low
-0.91,0.9,4,174,3,0,0,0,support,low
-0.82,0.99,3,195,2,0,0,0,support,high
-0.84,0.94,4,270,3,1,0,0,support,low
-0.72,0.68,4,238,3,0,0,0,support,low
-0.68,0.85,4,156,2,0,0,0,support,low
-0.99,0.96,5,261,3,0,0,0,support,high
-0.74,0.85,5,135,2,0,0,0,support,low
-0.8,0.41,6,185,4,0,0,0,support,medium
-0.55,0.55,3,197,3,0,0,0,support,high
-0.56,0.95,3,241,3,0,0,0,support,medium
-0.88,0.98,3,263,3,1,0,0,technical,high
-0.86,0.49,4,251,2,0,0,0,technical,medium
-0.64,0.95,3,218,2,0,0,0,technical,medium
-0.82,0.58,4,183,3,0,0,0,management,medium
-0.66,0.8,4,252,3,0,0,0,IT,medium
-0.64,0.95,3,98,3,0,0,0,IT,medium
-0.17,0.78,6,284,4,0,0,0,IT,medium
-0.75,0.68,4,220,2,0,0,0,IT,medium
-0.45,0.39,4,275,3,0,0,0,IT,medium
-0.99,0.9,4,164,3,0,0,0,product_mng,high
-0.93,0.67,5,237,4,0,0,0,product_mng,low
-0.88,0.8,3,133,3,0,0,0,product_mng,medium
-0.62,0.52,5,256,4,0,0,0,product_mng,medium
-0.94,0.88,4,270,3,0,0,0,IT,medium
-0.59,0.92,4,196,2,0,0,0,RandD,medium
-0.93,0.89,4,209,2,0,0,0,RandD,medium
-0.71,0.39,3,261,3,0,0,0,RandD,medium
-0.6,0.6,3,221,2,0,0,0,RandD,medium
-0.71,0.69,4,180,3,1,0,0,RandD,medium
-0.91,0.57,4,145,3,0,0,0,marketing,medium
-0.78,0.96,4,111,2,0,0,0,sales,high
-0.52,0.63,4,232,3,0,0,0,accounting,low
-0.99,0.7,5,195,3,0,0,0,support,low
-0.86,0.51,4,211,2,1,0,0,technical,low
-0.74,0.68,4,194,2,0,0,0,management,high
-0.15,0.84,4,275,5,0,0,0,marketing,low
-0.57,0.54,3,140,3,0,0,0,marketing,low
-0.67,0.6,3,157,3,0,0,0,marketing,low
-0.8,0.93,4,258,3,0,0,0,sales,high
-0.83,0.82,5,273,4,0,0,0,sales,low
-0.69,0.53,3,135,2,0,0,0,sales,low
-0.64,0.83,3,188,4,0,0,0,sales,low
-0.95,0.52,5,222,2,0,0,0,sales,low
-0.97,0.52,4,231,3,0,0,0,sales,low
-0.85,0.86,3,255,2,0,0,0,sales,low
-0.72,0.51,3,254,2,0,0,0,sales,low
-0.91,0.85,3,244,3,1,0,0,sales,medium
-0.81,0.83,3,132,4,0,0,0,sales,medium
-0.13,0.67,5,234,6,0,0,0,sales,medium
-0.95,0.81,4,272,3,0,0,0,sales,medium
-0.82,0.54,4,191,3,0,0,0,sales,medium
-0.63,0.93,4,238,4,0,0,0,sales,medium
-0.55,0.69,3,225,2,0,0,0,sales,medium
-0.83,0.95,3,211,2,0,0,0,sales,medium
-0.54,0.98,3,217,3,0,0,0,sales,medium
-0.89,0.91,5,156,4,0,0,0,sales,medium
-0.79,0.55,3,147,3,0,0,0,sales,medium
-0.56,0.73,4,134,3,0,0,0,accounting,medium
-0.89,0.7,4,235,2,1,0,0,accounting,high
-1,0.66,4,238,4,0,0,0,accounting,low
-0.43,0.72,3,258,4,0,0,0,hr,medium
-0.71,0.55,5,224,3,0,0,0,hr,medium
-0.98,0.59,4,149,2,0,0,0,hr,medium
-0.81,0.7,4,219,2,1,0,0,hr,medium
-0.71,0.53,3,186,2,0,0,0,technical,low
-0.99,0.6,4,259,4,0,0,0,technical,low
-0.34,0.62,3,119,2,0,0,0,technical,low
-0.58,0.91,3,223,2,0,0,0,technical,low
-0.77,0.49,4,184,3,0,0,0,technical,low
-0.64,0.5,3,238,4,0,0,0,technical,low
-0.13,1,4,157,5,1,0,0,technical,low
-0.98,0.6,2,249,3,0,0,0,technical,low
-0.72,0.84,4,195,2,0,0,0,technical,low
-0.55,0.79,3,162,2,0,0,0,technical,low
-0.62,0.91,4,231,3,0,0,0,technical,low
-0.74,0.91,2,264,3,0,0,0,support,low
-0.69,0.96,3,210,3,0,0,0,support,low
-0.6,0.63,4,192,3,0,0,0,support,low
-0.54,0.43,3,192,2,0,0,0,support,low
-0.56,0.75,4,249,3,0,0,0,support,low
-0.58,0.86,5,206,3,0,0,0,support,low
-0.21,0.66,4,165,5,0,0,0,support,low
-0.52,0.85,5,183,3,0,0,0,support,low
-0.98,0.7,4,253,2,0,0,0,support,low
-0.85,0.97,3,256,3,0,0,0,support,low
-0.62,0.88,2,263,4,0,0,0,support,medium
-0.63,0.61,3,234,3,1,0,0,technical,medium
-0.84,0.97,6,223,2,0,0,0,technical,medium
-0.71,0.69,2,172,3,0,0,0,technical,medium
-0.36,0.55,6,226,6,0,0,0,management,medium
-0.79,0.56,6,205,4,1,0,0,IT,medium
-0.59,0.55,4,235,2,0,0,0,IT,medium
-0.5,0.53,4,263,3,0,0,0,IT,medium
-0.88,0.66,4,271,3,1,0,0,IT,medium
-0.65,0.69,6,131,5,0,0,0,IT,medium
-0.71,0.56,4,238,4,0,0,0,product_mng,medium
-0.89,0.54,3,214,2,0,0,0,product_mng,medium
-0.83,0.84,3,267,3,0,0,0,product_mng,high
-0.73,0.53,3,184,2,0,0,0,product_mng,low
-0.71,0.67,3,264,3,0,0,0,IT,medium
-0.53,0.66,3,109,2,0,0,0,RandD,medium
-0.74,0.7,3,253,4,1,0,0,RandD,medium
-0.6,0.52,4,207,2,1,0,0,RandD,medium
-0.47,0.6,4,263,5,0,0,0,RandD,low
-0.88,0.88,3,214,2,1,0,0,RandD,low
-0.62,0.67,2,153,3,0,0,0,marketing,low
-0.24,0.48,5,123,5,1,0,0,sales,low
-0.15,0.36,5,159,2,0,0,0,accounting,low
-0.92,0.82,3,185,3,0,0,0,support,low
-0.74,0.7,4,167,3,1,0,0,technical,low
-0.86,0.77,3,271,3,0,0,0,management,low
-0.96,0.61,3,140,3,0,0,0,marketing,low
-0.54,0.6,4,141,3,0,0,0,marketing,low
-0.99,0.87,4,190,2,0,0,0,marketing,low
-0.72,0.73,5,134,2,0,0,0,sales,low
-0.96,0.75,5,176,4,0,0,0,sales,low
-0.73,0.73,4,194,2,0,0,0,sales,low
-0.67,0.44,5,212,4,0,0,0,sales,low
-0.58,0.72,5,234,3,1,0,0,sales,low
-0.9,0.99,4,190,2,0,0,0,sales,low
-0.99,0.37,5,155,3,0,0,0,sales,low
-0.89,0.58,4,232,2,0,0,0,sales,low
-0.72,0.95,4,216,3,0,0,0,sales,low
-0.77,0.8,3,207,3,0,0,0,sales,low
-0.8,0.94,4,200,4,0,0,0,sales,medium
-0.89,0.86,3,178,4,0,0,0,sales,medium
-0.59,0.81,4,173,2,0,0,0,sales,medium
-0.24,0.87,5,268,5,0,0,0,sales,medium
-0.94,0.59,6,212,2,0,0,0,sales,medium
-0.74,0.5,4,216,3,0,0,0,sales,medium
-0.63,0.62,5,212,6,0,0,0,sales,medium
-0.63,0.59,3,155,3,1,0,0,sales,medium
-0.77,0.65,4,164,2,0,0,0,sales,medium
-0.87,0.74,3,209,3,0,0,0,accounting,medium
-0.79,0.61,4,136,3,0,0,0,accounting,medium
-0.54,0.84,4,223,3,0,0,0,accounting,medium
-0.59,0.83,4,239,4,0,0,0,hr,high
-0.86,0.87,3,205,4,0,0,0,hr,low
-0.98,0.68,3,203,3,0,0,0,hr,medium
-1,0.79,5,152,4,0,0,0,hr,medium
-0.9,0.79,4,236,3,1,0,0,technical,medium
-0.34,0.6,4,114,3,0,0,0,technical,medium
-0.95,0.93,3,209,2,0,0,0,technical,low
-0.79,0.48,4,178,2,0,0,0,technical,low
-0.13,0.91,4,175,5,0,0,0,technical,low
-0.72,0.69,3,270,4,0,0,0,technical,low
-0.63,0.54,3,145,2,1,0,0,technical,low
-0.81,0.76,5,134,2,0,0,0,technical,low
-0.71,0.75,4,272,4,0,0,0,technical,low
-0.49,0.76,3,208,2,0,0,0,technical,low
-0.59,0.65,4,219,3,1,0,0,technical,low
-0.87,0.59,5,154,3,0,0,0,support,low
-0.66,0.6,3,179,4,0,0,0,support,low
-0.78,0.92,5,137,2,0,0,0,support,low
-0.65,0.7,4,211,2,0,0,0,support,low
-0.8,0.97,5,271,4,0,0,0,support,low
-0.56,0.75,4,192,2,0,0,0,support,low
-0.85,0.67,4,228,4,0,0,0,support,low
-0.14,0.46,2,267,6,1,0,0,support,low
-0.74,0.62,4,272,2,0,0,0,support,low
-0.86,0.93,2,260,2,0,0,0,support,low
-0.71,0.96,4,161,3,0,0,0,support,low
-0.83,0.99,4,226,2,0,0,0,technical,low
-0.52,0.49,4,249,4,1,0,0,technical,medium
-0.63,0.8,3,243,3,0,0,0,technical,medium
-0.92,0.93,4,247,2,0,0,0,management,medium
-0.66,0.87,3,186,2,0,0,0,IT,medium
-0.77,0.7,3,155,3,0,0,0,IT,medium
-0.74,0.97,2,135,4,0,0,0,IT,medium
-0.81,0.76,5,198,4,0,0,0,IT,medium
-0.67,0.55,3,175,2,0,0,0,IT,medium
-0.75,0.92,3,192,3,0,0,0,product_mng,medium
-0.65,0.36,2,282,3,0,0,0,product_mng,medium
-0.81,0.6,4,179,3,0,0,0,product_mng,medium
-0.57,0.77,4,245,3,0,0,0,product_mng,medium
-0.89,0.66,4,235,3,0,0,0,IT,high
-0.5,0.56,4,266,2,0,0,0,RandD,low
-0.21,0.42,4,269,4,1,0,0,RandD,medium
-0.79,0.67,3,264,2,0,0,0,RandD,medium
-0.66,0.57,3,161,2,1,0,0,RandD,medium
-0.82,0.95,3,203,3,0,0,0,RandD,medium
-0.85,0.85,4,258,2,0,0,0,marketing,low
-0.72,0.96,3,143,3,0,0,0,sales,low
-0.52,0.92,3,214,3,0,0,0,accounting,low
-0.5,0.62,4,166,3,1,0,0,support,low
-0.52,0.82,3,192,3,0,0,0,technical,low
-0.13,0.87,3,185,4,1,0,0,management,low
-0.87,0.98,4,173,3,0,0,0,marketing,low
-0.53,0.98,2,163,3,0,0,0,marketing,low
-0.15,0.76,5,277,4,0,0,0,marketing,low
-0.64,0.86,5,274,2,1,0,0,sales,low
-0.52,0.44,3,119,2,0,0,0,sales,low
-0.79,0.67,4,267,3,0,0,0,sales,low
-0.74,0.89,3,160,2,0,0,0,sales,low
-0.81,0.84,4,198,2,0,0,0,sales,low
-0.94,0.6,3,193,3,0,0,0,sales,low
-0.67,0.84,6,250,2,0,0,0,sales,low
-0.93,0.84,3,237,4,1,0,0,sales,low
-0.52,0.96,4,170,2,0,0,0,sales,low
-0.48,0.74,2,157,2,1,0,0,sales,medium
-0.57,0.92,6,267,4,0,0,0,sales,medium
-0.71,0.77,4,192,4,0,0,0,sales,medium
-0.9,0.74,4,218,2,1,0,0,sales,medium
-0.58,0.61,4,210,3,0,0,0,sales,medium
-0.66,0.48,4,229,4,0,0,0,sales,medium
-0.59,0.66,3,186,3,0,0,0,sales,medium
-0.96,0.5,3,234,2,1,0,0,sales,medium
-0.13,0.91,2,149,5,0,0,0,sales,medium
-0.93,0.92,3,205,3,0,0,0,sales,medium
-0.54,0.72,3,148,4,0,0,0,accounting,medium
-0.54,0.77,5,270,3,0,0,0,accounting,medium
-0.87,0.62,3,176,3,0,0,0,accounting,high
-0.79,0.91,3,226,2,0,0,0,hr,low
-0.83,0.57,3,232,4,0,0,0,hr,medium
-0.73,0.6,3,137,3,0,0,0,hr,medium
-0.29,0.42,6,253,3,0,0,0,hr,medium
-0.8,0.7,6,231,4,0,0,0,technical,medium
-0.29,0.81,3,189,6,0,0,0,technical,low
-0.43,0.85,6,168,2,0,0,0,technical,low
-0.99,0.93,3,261,3,0,0,0,technical,low
-0.86,0.51,4,152,3,0,0,0,technical,low
-0.85,0.78,5,263,2,1,0,0,technical,low
-0.66,0.68,3,258,3,0,0,0,technical,low
-0.57,0.99,3,205,3,0,0,0,technical,low
-0.31,0.64,6,183,2,1,0,0,technical,low
-0.88,0.88,3,153,3,0,0,0,technical,low
-0.72,0.72,5,194,4,0,0,0,technical,low
-0.75,0.66,4,202,2,0,0,0,support,low
-0.82,0.71,4,164,4,0,0,0,support,low
-0.82,0.67,3,213,2,0,0,0,support,low
-0.15,0.52,4,265,6,0,0,0,support,low
-0.16,0.88,6,218,3,0,0,0,support,low
-0.95,0.4,5,286,4,0,0,0,support,low
-0.87,0.73,3,172,3,1,0,0,support,low
-0.85,0.89,4,251,2,0,0,0,support,low
-0.58,0.6,3,110,3,1,0,0,support,low
-0.63,0.86,3,269,4,0,0,0,support,low
-0.69,0.68,3,151,3,1,0,0,support,low
-0.53,0.85,5,161,2,0,0,0,technical,medium
-0.96,0.71,4,210,3,0,0,0,technical,medium
-0.73,0.83,2,167,3,0,0,0,technical,medium
-0.5,0.6,3,270,3,1,0,0,management,medium
-0.81,0.83,3,133,3,1,0,0,IT,medium
-0.82,0.59,3,249,3,0,0,0,IT,medium
-0.76,0.72,4,266,3,0,0,0,IT,medium
-0.27,0.82,4,276,2,0,0,0,IT,medium
-0.64,0.38,6,215,3,0,0,0,IT,medium
-0.57,0.9,3,262,2,0,0,0,product_mng,medium
-0.49,0.84,5,193,3,0,0,0,product_mng,medium
-0.66,0.92,2,102,4,0,0,0,product_mng,medium
-0.71,0.36,4,278,4,1,0,0,product_mng,high
-0.61,0.63,3,250,4,0,0,0,IT,low
-0.52,0.89,5,193,4,0,0,0,RandD,medium
-0.62,0.91,3,133,3,0,0,0,RandD,medium
-0.98,0.65,4,216,4,0,0,0,RandD,medium
-0.67,0.56,5,174,2,1,0,0,RandD,medium
-0.85,0.62,2,280,4,0,0,0,RandD,low
-0.84,0.85,4,246,2,0,0,0,marketing,low
-1,0.53,3,142,3,0,0,0,sales,low
-0.72,0.76,4,144,3,1,0,0,accounting,low
-0.66,0.75,6,100,4,1,0,0,support,low
-0.64,0.71,5,212,2,0,0,0,technical,low
-1,0.76,5,201,3,0,0,0,management,low
-0.75,0.59,5,206,2,0,0,0,marketing,low
-0.81,0.77,4,197,3,0,0,0,marketing,low
-0.31,0.98,5,232,5,0,0,0,marketing,low
-0.32,0.97,6,272,2,0,0,0,sales,low
-0.48,0.5,4,173,3,0,0,0,sales,low
-0.62,0.42,2,124,2,0,0,0,sales,low
-0.77,0.86,5,282,4,0,0,0,sales,low
-0.76,0.8,2,219,4,1,0,0,sales,low
-0.68,0.41,3,106,6,0,0,0,sales,low
-0.72,0.79,4,192,4,0,0,0,sales,low
-0.87,0.91,5,190,2,0,0,0,sales,low
-0.59,0.57,2,156,2,0,0,0,sales,low
-0.7,0.64,3,180,2,0,0,0,sales,low
-0.73,0.81,4,245,2,0,0,0,sales,low
-0.58,0.62,3,169,2,0,0,0,sales,medium
-0.64,0.66,3,188,4,0,0,0,sales,medium
-0.89,0.66,5,224,2,0,0,0,sales,medium
-0.95,0.71,3,263,2,1,0,0,sales,medium
-0.84,0.9,3,262,2,0,0,0,sales,medium
-0.6,0.99,4,225,3,0,0,0,sales,medium
-0.71,0.63,5,224,3,1,0,0,sales,medium
-0.6,0.95,3,266,3,0,0,0,sales,medium
-0.91,0.68,3,218,3,1,0,0,accounting,medium
-0.75,1,3,102,3,0,0,0,accounting,medium
-0.7,0.67,4,181,3,0,0,0,accounting,medium
-0.23,0.64,5,150,5,0,0,0,hr,medium
-0.73,0.83,4,270,2,0,0,0,hr,high
-0.99,0.49,4,270,2,0,0,0,hr,low
-0.62,0.68,5,265,3,0,0,0,hr,medium
-0.98,0.89,4,169,3,0,0,0,technical,medium
-0.61,0.94,3,224,4,0,0,0,technical,medium
-0.52,0.92,3,150,2,1,0,0,technical,medium
-0.65,0.66,5,239,4,0,0,0,technical,low
-0.59,0.9,3,245,3,1,0,0,technical,low
-0.71,0.8,3,182,2,1,0,0,technical,low
-0.18,0.7,5,182,4,0,0,0,technical,low
-0.21,0.93,4,243,4,0,0,0,technical,low
-0.15,0.67,6,209,5,0,0,0,technical,low
-0.97,0.53,4,195,4,0,0,0,technical,low
-0.39,0.48,3,190,2,0,0,0,technical,low
-0.35,0.66,2,140,2,0,0,0,support,medium
-0.88,0.58,4,147,4,0,0,0,support,medium
-0.58,0.97,3,265,3,0,0,0,support,medium
-0.61,0.78,3,238,2,0,0,0,support,medium
-0.59,0.98,3,155,3,0,0,0,support,medium
-0.55,0.41,4,132,5,1,0,0,support,medium
-0.52,0.8,5,257,3,0,0,0,support,medium
-0.71,0.77,2,255,3,0,0,0,support,medium
-0.63,0.82,5,229,2,0,0,0,support,medium
-0.17,0.84,5,216,4,0,0,0,support,medium
-0.95,0.49,4,269,4,0,0,0,support,medium
-1,0.73,3,205,2,0,0,0,technical,medium
-0.73,0.96,2,151,3,0,0,0,technical,medium
-0.8,0.64,4,246,3,1,0,0,technical,medium
-0.63,0.8,4,256,4,0,0,0,management,medium
-0.95,0.59,4,235,3,0,0,0,IT,medium
-0.75,0.83,4,229,2,0,0,0,IT,medium
-0.64,0.72,5,158,3,0,0,0,IT,medium
-0.72,1,3,197,3,0,0,0,IT,medium
-0.72,0.53,3,151,4,0,0,0,IT,medium
-0.85,0.63,3,167,3,0,0,0,product_mng,medium
-0.24,0.94,4,146,4,0,0,0,product_mng,medium
-0.69,0.53,4,281,4,0,0,0,product_mng,medium
-0.69,0.7,3,212,2,0,0,0,product_mng,medium
-0.87,0.59,5,261,3,0,0,0,IT,medium
-0.78,0.91,3,238,2,0,0,0,RandD,high
-0.76,0.74,4,235,3,0,0,0,RandD,high
-0.35,0.7,3,107,3,0,0,0,RandD,high
-0.88,0.59,6,243,4,0,0,0,RandD,high
-0.78,0.79,5,233,3,1,0,0,RandD,high
-0.36,0.42,3,206,5,0,0,0,marketing,high
-0.24,0.7,5,172,4,0,0,0,sales,high
-0.55,0.82,3,248,2,0,0,0,accounting,high
-0.91,0.53,3,147,4,1,0,0,support,high
-0.66,0.61,5,259,3,0,0,0,technical,high
-0.57,0.82,3,267,3,0,0,0,management,high
-0.64,0.64,3,263,3,0,0,0,marketing,high
-0.63,0.98,3,160,4,1,0,0,marketing,low
-0.49,0.92,5,176,3,0,0,0,marketing,low
-0.7,0.7,3,224,3,0,0,0,sales,low
-0.3,0.71,3,155,2,0,0,0,sales,low
-0.51,0.52,3,132,3,0,0,0,sales,low
-0.71,0.87,5,173,3,0,0,0,sales,low
-0.64,0.67,3,165,3,0,0,0,sales,low
-0.67,0.66,6,272,3,0,0,0,sales,low
-0.83,0.94,5,156,3,1,0,0,sales,low
-0.92,0.96,3,154,2,1,0,0,sales,low
-0.84,0.53,3,237,3,1,0,0,sales,low
-0.97,0.75,2,271,6,0,0,0,sales,low
-0.19,0.91,6,152,3,0,0,0,sales,low
-0.86,0.51,4,152,3,1,0,0,sales,low
-0.71,0.69,3,172,3,0,0,0,sales,low
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-0.68,0.88,5,201,3,0,0,0,sales,medium
-0.61,0.99,2,275,3,1,0,0,sales,medium
-0.85,0.79,3,156,3,0,0,0,sales,medium
-0.84,0.89,3,234,2,0,0,0,sales,medium
-0.62,0.63,2,123,2,0,0,0,sales,medium
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-0.79,0.93,5,160,4,1,0,0,accounting,medium
-0.97,0.5,3,173,2,0,0,0,accounting,medium
-0.59,0.61,4,141,2,1,0,0,hr,medium
-0.93,0.62,3,231,6,0,0,0,hr,medium
-0.85,0.54,4,174,2,0,0,0,hr,medium
-0.7,0.57,4,211,3,0,0,0,hr,high
-0.54,0.91,3,249,3,0,0,0,technical,high
-0.42,0.86,2,108,5,0,0,0,technical,high
-0.96,0.75,4,165,3,0,0,0,technical,high
-0.58,0.8,3,181,4,0,0,0,technical,high
-0.61,0.59,3,237,2,0,0,0,technical,high
-0.62,0.97,5,180,2,0,0,0,technical,high
-0.68,0.7,3,209,3,0,0,0,technical,high
-0.6,0.73,3,191,5,1,0,0,technical,low
-0.7,0.91,4,181,2,1,0,0,technical,low
-0.65,0.55,4,250,2,0,0,0,technical,low
-0.48,0.59,2,179,2,0,0,0,technical,low
-0.75,0.73,3,225,4,0,0,0,support,low
-0.69,0.78,5,267,2,1,0,0,support,low
-0.34,0.46,2,169,2,1,0,0,support,low
-0.59,0.49,4,164,3,0,0,0,support,low
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-0.98,0.77,5,223,2,1,0,0,support,medium
-0.72,0.66,3,160,3,0,0,0,support,medium
-0.79,0.7,4,268,2,0,0,0,support,medium
-0.54,0.61,4,151,4,1,0,0,support,medium
-0.73,0.95,3,156,2,0,0,0,support,medium
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-0.98,0.93,5,203,2,0,0,0,technical,medium
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-0.72,0.91,3,239,2,0,0,0,management,medium
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-0.63,0.85,3,232,4,0,0,0,IT,medium
-0.81,0.52,3,255,5,0,0,0,IT,medium
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-0.9,0.66,3,261,3,1,0,0,product_mng,medium
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-0.95,0.49,4,229,3,0,0,0,product_mng,medium
-0.29,0.43,3,162,4,0,0,0,IT,medium
-0.81,0.52,4,270,3,0,0,0,RandD,medium
-0.21,0.56,6,277,5,0,0,0,RandD,medium
-0.7,0.83,5,261,4,0,0,0,RandD,high
-0.66,0.64,4,204,2,0,0,0,RandD,low
-0.16,0.86,2,215,2,0,0,0,RandD,medium
-0.72,0.8,3,219,3,0,0,0,marketing,medium
-0.51,0.5,3,147,4,0,0,0,sales,medium
-0.59,0.63,5,243,2,0,0,0,accounting,medium
-0.66,0.4,2,155,5,1,0,0,support,medium
-0.69,0.84,3,253,2,0,0,0,technical,medium
-0.69,0.94,4,235,3,0,0,0,management,medium
-0.89,0.79,5,257,3,0,0,0,marketing,medium
-0.52,0.56,4,225,2,0,0,0,marketing,medium
-0.91,0.91,3,167,3,0,0,0,marketing,medium
-0.96,0.53,5,224,4,0,0,0,sales,low
-0.8,0.58,5,127,3,0,0,0,sales,low
-0.55,0.77,3,256,3,1,0,0,sales,low
-0.93,0.63,4,233,2,0,0,0,sales,low
-0.93,0.86,4,169,4,0,0,0,sales,low
-0.54,0.48,3,152,2,0,0,0,sales,low
-0.48,0.76,5,236,2,0,0,0,sales,low
-0.19,0.99,3,154,2,0,0,0,sales,high
-0.95,0.71,3,223,2,0,0,0,sales,low
-0.96,0.81,4,211,3,0,0,0,sales,high
-0.63,0.89,4,192,2,0,0,0,sales,high
-0.81,0.8,4,227,2,1,0,0,sales,low
-0.5,0.88,4,265,3,1,0,0,sales,low
-0.76,0.72,5,228,2,0,0,0,sales,high
-0.84,0.49,4,152,3,0,0,0,sales,low
-0.2,0.95,5,169,5,0,0,0,sales,medium
-0.78,0.92,3,169,3,0,0,0,sales,high
-0.8,0.68,4,157,3,0,0,0,sales,medium
-0.94,0.57,4,251,2,1,0,0,sales,medium
-0.44,0.74,5,253,2,0,0,0,accounting,medium
-0.92,0.85,3,155,2,0,0,0,accounting,medium
-0.54,0.8,3,232,2,0,0,0,accounting,high
-0.56,0.56,4,195,2,0,0,0,hr,medium
-0.66,0.69,4,198,3,1,0,0,hr,medium
-0.8,0.91,3,246,3,0,0,0,hr,medium
-0.6,0.81,2,214,3,0,0,0,hr,high
-0.73,0.73,5,249,3,0,0,0,technical,medium
-0.55,0.74,3,211,3,1,0,0,technical,high
-0.7,0.71,5,269,3,0,0,0,technical,low
-0.53,0.68,4,214,3,0,0,0,technical,medium
-0.9,0.94,4,231,3,0,0,0,technical,medium
-0.8,0.78,3,175,3,0,0,0,technical,medium
-0.51,0.6,5,175,3,0,0,0,technical,medium
-0.86,0.96,5,238,5,0,0,0,technical,low
-0.63,0.79,4,228,4,0,0,0,technical,low
-0.83,0.93,3,220,4,0,0,0,technical,low
-0.85,0.55,4,233,2,1,0,0,technical,low
-0.8,0.57,3,225,4,0,0,0,support,low
-0.79,0.97,5,187,3,0,0,0,support,low
-0.37,0.71,3,117,3,0,0,0,support,low
-0.85,0.9,3,184,3,1,0,0,support,low
-0.76,0.56,3,216,3,0,0,0,support,low
-0.99,0.62,4,140,2,1,0,0,support,low
-0.55,0.63,3,201,2,1,0,0,support,high
-0.69,0.69,4,167,3,1,0,0,support,low
-0.68,1,5,203,2,0,0,0,support,low
-0.69,0.9,5,231,2,1,0,0,support,low
-0.65,0.7,3,141,4,0,0,0,support,low
-0.17,0.88,6,226,3,1,0,0,technical,high
-0.48,0.65,3,199,2,0,0,0,technical,low
-0.65,0.59,4,192,3,0,0,0,technical,low
-0.57,0.49,4,247,2,0,0,0,management,low
-0.8,0.67,3,164,3,0,0,0,IT,high
-0.8,0.6,5,234,2,0,0,0,IT,low
-0.5,0.6,2,177,3,1,0,0,IT,medium
-0.95,0.87,3,208,2,0,0,0,IT,high
-0.69,0.93,3,233,3,0,0,0,IT,medium
-0.74,0.57,4,172,3,0,0,0,product_mng,high
-0.68,0.59,3,141,3,0,0,0,product_mng,medium
-0.68,0.55,3,213,3,0,0,0,product_mng,medium
-0.65,0.37,5,128,3,1,0,0,product_mng,medium
-0.85,0.92,4,151,3,1,0,0,IT,medium
-0.49,0.48,4,247,3,0,0,0,RandD,medium
-0.19,0.8,6,143,4,0,0,0,RandD,medium
-0.95,0.61,3,164,3,0,0,0,RandD,medium
-0.63,0.62,3,183,3,0,0,0,RandD,medium
-0.83,0.8,4,274,3,0,0,0,RandD,high
-0.62,0.78,4,261,2,0,0,0,marketing,low
-0.74,0.98,5,200,3,0,0,0,sales,medium
-0.7,0.87,5,177,2,0,0,0,accounting,medium
-0.28,0.38,5,139,4,0,0,0,support,medium
-0.39,0.56,6,228,5,0,0,0,technical,medium
-0.62,0.63,3,230,2,0,0,0,management,medium
-0.79,0.54,5,212,4,0,0,0,marketing,medium
-0.87,0.74,4,265,4,0,0,0,marketing,medium
-0.29,0.75,3,124,4,0,0,0,marketing,medium
-0.37,0.88,4,155,3,0,0,0,sales,medium
-0.68,0.55,4,215,4,0,0,0,sales,high
-0.9,0.51,4,214,2,0,0,0,sales,low
-0.97,0.65,3,181,3,0,0,0,sales,low
-0.6,0.77,4,229,2,0,0,0,sales,low
-0.58,0.79,5,262,2,0,0,0,sales,high
-0.83,0.86,3,165,3,0,0,0,sales,low
-0.83,0.73,5,136,3,0,0,0,sales,low
-0.94,0.71,4,151,2,1,0,0,sales,low
-0.69,0.9,5,226,4,0,0,0,sales,high
-0.81,0.81,5,215,2,0,0,0,sales,low
-0.19,0.5,6,143,5,1,0,0,sales,low
-0.18,0.64,3,223,4,1,0,0,sales,low
-0.58,0.63,4,271,3,0,0,0,sales,low
-0.76,0.65,3,220,3,0,0,0,sales,low
-0.26,0.47,6,182,4,0,0,0,sales,low
-0.78,0.87,3,190,3,0,0,0,sales,low
-0.71,0.56,3,198,3,0,0,0,sales,medium
-0.76,0.61,3,141,2,0,0,0,sales,medium
-0.44,0.81,3,248,2,0,0,0,accounting,medium
-0.26,0.69,2,168,5,0,0,0,accounting,medium
-0.75,0.57,5,162,3,0,0,0,accounting,medium
-0.64,0.9,4,211,3,0,0,0,hr,medium
-0.79,0.71,4,271,3,0,0,0,hr,medium
-0.96,0.61,3,271,2,0,0,0,hr,medium
-0.63,1,5,244,2,0,0,0,hr,medium
-0.65,0.55,5,261,3,1,0,0,technical,medium
-0.76,0.81,3,225,3,0,0,0,technical,medium
-0.26,0.9,4,266,5,0,0,0,technical,medium
-0.84,0.73,3,146,5,1,0,0,technical,high
-0.74,0.77,3,233,3,0,0,0,technical,low
-0.53,0.45,4,180,3,0,0,0,technical,medium
-0.7,0.56,5,208,3,0,0,0,technical,medium
-0.62,0.69,4,165,4,1,0,0,technical,medium
-0.71,0.68,4,221,4,0,0,0,technical,medium
-0.5,0.65,3,215,2,0,0,0,technical,low
-0.53,0.5,6,264,6,0,0,0,technical,low
-0.88,0.89,2,160,4,0,0,0,support,low
-0.79,0.83,2,192,3,0,0,0,support,low
-0.69,0.89,5,201,2,0,0,0,support,low
-0.57,0.96,4,264,2,0,0,0,support,low
-0.68,0.8,4,186,3,1,0,0,support,low
-0.6,0.82,4,272,3,0,0,0,support,low
-0.7,0.9,4,216,3,0,0,0,support,low
-0.71,0.76,4,142,2,1,0,0,support,low
-0.49,0.51,4,133,3,0,0,0,support,low
-0.74,0.7,4,260,2,0,0,0,support,low
-0.2,0.93,4,101,5,0,0,0,support,low
-0.57,0.5,4,230,2,0,0,0,technical,low
-0.83,0.48,3,242,4,0,0,0,technical,low
-0.22,0.64,3,193,2,0,0,0,technical,low
-0.67,0.57,2,234,4,0,0,0,management,low
-0.54,0.84,3,132,3,0,0,0,IT,low
-0.54,0.53,4,183,3,0,0,0,IT,low
-0.64,0.61,4,191,4,0,0,0,IT,low
-0.23,0.84,5,140,4,0,0,0,IT,low
-0.88,0.87,5,257,3,0,0,0,IT,medium
-0.83,0.54,4,219,3,0,0,0,product_mng,medium
-0.88,0.67,5,141,2,0,0,0,product_mng,medium
-0.9,0.85,5,162,2,0,0,0,product_mng,medium
-0.49,0.61,3,181,3,0,0,0,product_mng,medium
-0.55,0.49,3,191,3,0,0,0,IT,medium
-0.92,0.69,4,149,6,1,0,0,RandD,medium
-0.72,0.67,3,164,4,0,0,0,RandD,medium
-0.63,0.5,4,235,3,0,0,0,RandD,medium
-0.98,0.66,3,199,3,0,0,0,RandD,medium
-0.76,0.52,3,248,3,0,0,0,RandD,medium
-0.42,0.56,2,103,3,1,0,0,marketing,medium
-0.58,0.65,4,248,4,0,0,0,marketing,high
-0.85,0.82,3,153,3,1,0,0,sales,low
-0.67,0.95,4,241,4,0,0,0,accounting,medium
-0.58,1,4,258,3,0,0,0,support,medium
-0.84,0.76,5,172,5,1,0,0,technical,medium
-0.56,0.68,3,149,2,0,0,0,management,medium
-0.63,0.83,4,217,3,0,0,0,marketing,low
-0.51,0.92,3,243,3,0,0,0,marketing,low
-0.95,0.81,5,120,3,0,0,0,marketing,low
-0.85,0.55,3,137,3,1,0,0,sales,low
-0.73,0.78,5,150,3,0,0,0,sales,low
-0.2,0.49,5,199,5,0,0,0,sales,low
-0.78,0.79,3,203,2,0,0,0,sales,low
-0.83,0.8,3,273,3,0,0,0,sales,low
-0.87,0.56,2,214,3,1,0,0,sales,low
-0.98,0.99,5,141,3,0,0,0,sales,low
-1,0.81,5,243,3,0,0,0,sales,low
-0.7,0.55,4,159,3,0,0,0,sales,low
-0.62,0.88,5,146,3,0,0,0,sales,low
-0.67,0.72,4,159,2,0,0,0,sales,low
-0.86,0.96,4,196,3,0,0,0,sales,low
-0.44,0.57,5,183,2,1,0,0,sales,low
-0.19,0.86,4,192,4,0,0,0,sales,low
-0.76,0.83,4,246,2,0,0,0,sales,low
-0.89,0.93,5,191,4,0,0,0,sales,low
-0.25,0.97,3,158,3,0,0,0,sales,low
-0.68,1,4,167,2,0,0,0,sales,low
-0.38,0.5,2,187,2,1,0,0,sales,medium
-0.64,0.95,4,199,4,0,0,0,accounting,medium
-0.76,0.62,4,157,3,0,0,0,accounting,medium
-0.26,0.45,2,157,3,0,0,0,accounting,medium
-0.69,0.67,3,178,2,0,0,0,hr,medium
-0.98,0.66,3,154,2,0,0,0,hr,medium
-0.86,0.83,5,208,2,1,0,0,hr,medium
-0.14,0.68,4,273,5,1,0,0,hr,medium
-0.58,0.63,4,159,3,0,0,0,technical,medium
-0.63,0.97,4,234,2,0,0,0,technical,medium
-0.7,0.91,5,139,3,1,0,0,technical,medium
-0.73,0.62,4,210,4,0,0,0,technical,medium
-0.89,0.52,3,164,3,0,0,0,technical,high
-0.17,0.61,3,241,5,1,0,0,technical,low
-0.86,0.73,5,259,2,0,0,0,technical,medium
-0.59,0.73,3,159,3,1,0,0,technical,medium
-0.22,0.51,4,131,2,0,0,0,technical,medium
-0.55,0.57,3,266,2,0,0,0,technical,medium
-0.74,0.6,3,153,2,0,0,0,technical,low
-0.55,0.54,3,253,2,0,0,0,support,low
-0.67,0.94,4,141,2,1,0,0,support,low
-0.64,0.8,3,199,3,0,0,0,support,low
-0.58,0.71,3,205,3,0,0,0,support,low
-0.9,0.6,4,252,3,0,0,0,support,low
-0.89,0.9,4,153,3,0,0,0,support,low
-0.74,0.37,2,171,4,0,0,0,support,low
-0.78,0.91,5,150,4,0,0,0,support,low
-0.97,0.53,4,247,3,0,0,0,support,low
-0.52,0.92,4,150,2,1,0,0,support,low
-0.99,0.86,4,206,2,0,0,0,support,low
-0.76,0.44,4,192,4,1,0,0,technical,low
-0.69,0.96,5,164,3,0,0,0,technical,low
-0.59,0.69,3,186,3,0,0,0,technical,low
-0.95,0.63,3,249,3,0,0,0,management,low
-0.69,0.81,3,214,2,0,0,0,IT,low
-0.76,0.75,4,193,4,0,0,0,IT,low
-0.7,0.84,2,114,4,0,0,0,IT,low
-0.87,0.6,2,122,2,0,0,0,IT,low
-0.44,0.55,3,170,3,1,0,0,IT,low
-0.54,0.91,3,151,3,0,0,0,product_mng,medium
-0.55,0.75,3,156,3,0,0,0,product_mng,medium
-0.81,0.75,5,170,3,1,0,0,product_mng,medium
-0.5,0.55,3,188,2,0,0,0,product_mng,medium
-0.93,0.74,4,201,3,1,0,0,IT,medium
-0.64,0.5,6,254,6,0,0,0,RandD,medium
-0.57,0.78,3,206,4,0,0,0,RandD,medium
-0.95,0.74,4,216,3,0,0,0,RandD,medium
-0.86,0.67,5,200,3,0,0,0,RandD,medium
-0.82,0.58,4,202,2,0,0,0,RandD,medium
-0.18,0.79,4,217,4,0,0,0,RandD,medium
-0.58,0.7,5,151,4,0,0,0,marketing,medium
-0.57,0.56,3,224,2,0,0,0,sales,high
-0.94,0.83,5,148,3,0,0,0,accounting,low
-0.2,0.97,6,224,5,1,0,0,support,medium
-0.73,0.75,2,243,5,1,0,0,technical,medium
-0.94,0.8,4,238,3,1,0,0,management,medium
-0.99,0.61,3,254,3,0,0,0,marketing,medium
-0.22,0.49,4,218,4,0,0,0,marketing,low
-0.67,0.66,3,237,3,0,0,0,marketing,low
-0.49,0.67,4,185,2,0,0,0,sales,low
-0.78,0.95,4,184,3,0,0,0,sales,low
-0.15,0.74,2,176,3,1,0,0,sales,low
-0.91,0.89,4,260,3,0,0,0,sales,low
-0.7,0.78,4,254,4,0,0,0,sales,low
-0.6,0.95,3,221,3,0,0,0,sales,low
-0.59,0.57,5,257,2,0,0,0,sales,low
-0.59,0.93,3,265,3,1,0,0,sales,low
-0.55,0.64,3,138,3,1,0,0,sales,low
-0.42,0.75,3,163,2,1,0,0,sales,low
-0.57,0.81,3,144,3,0,0,0,sales,low
-0.72,0.51,3,146,2,1,0,0,sales,low
-0.83,0.81,3,242,6,0,0,0,sales,low
-0.89,0.93,4,249,3,0,0,0,sales,low
-0.55,0.59,3,245,3,0,0,0,sales,low
-0.53,0.75,4,201,2,0,0,0,sales,low
-0.74,0.59,4,177,4,1,0,0,sales,medium
-0.63,0.98,4,160,2,0,0,0,sales,medium
-0.63,0.4,6,177,2,1,0,0,sales,medium
-0.61,0.97,4,153,3,0,0,0,accounting,medium
-0.76,0.79,3,197,5,0,0,0,accounting,medium
-0.67,0.82,4,246,4,0,0,0,accounting,medium
-0.51,0.95,4,258,3,0,0,0,hr,medium
-0.67,0.55,3,137,3,0,0,0,hr,medium
-0.16,0.94,3,178,4,0,0,0,hr,medium
-0.34,0.85,4,123,4,0,0,0,hr,medium
-0.58,0.73,5,162,3,1,0,0,technical,medium
-0.5,0.71,5,210,5,0,0,0,technical,medium
-0.56,0.48,4,197,3,1,0,0,technical,high
-0.56,0.98,3,220,3,0,0,0,technical,low
-0.74,0.71,4,133,2,0,0,0,technical,medium
-0.69,0.99,3,198,2,0,0,0,technical,medium
-0.15,0.81,4,160,5,0,0,0,technical,medium
-0.58,0.67,2,180,2,0,0,0,technical,medium
-0.8,0.79,3,217,3,0,0,0,technical,low
-0.5,0.57,3,223,3,0,0,0,technical,low
-0.66,0.92,4,229,2,0,0,0,technical,low
-0.81,0.78,4,159,3,0,0,0,support,low
-0.14,0.68,5,253,5,0,0,0,support,low
-0.92,0.85,3,235,2,0,0,0,support,low
-0.69,0.91,4,186,3,0,0,0,support,low
-0.66,0.99,4,263,2,0,0,0,support,low
-0.85,0.39,4,239,4,0,0,0,support,low
-0.83,0.69,4,151,2,0,0,0,support,low
-1,0.49,3,106,4,0,0,0,support,low
-0.68,0.65,3,183,4,0,0,0,support,low
-0.26,0.97,3,125,2,0,0,0,support,low
-0.35,0.41,3,157,2,0,0,0,support,low
-0.12,0.58,3,241,2,0,0,0,technical,low
-0.91,0.93,4,184,3,0,0,0,technical,low
-0.65,0.67,4,144,3,0,0,0,technical,low
-0.78,0.72,3,255,4,1,0,0,management,low
-0.61,0.82,3,261,4,0,0,0,IT,low
-0.64,0.51,4,207,2,0,0,0,IT,low
-0.58,0.73,4,205,4,0,0,0,IT,low
-0.63,0.76,4,217,2,1,0,0,IT,medium
-0.94,0.6,4,215,2,1,0,0,IT,medium
-0.26,0.81,5,139,4,0,0,0,product_mng,medium
-0.59,0.69,3,146,3,0,0,0,product_mng,medium
-0.78,0.8,4,175,3,0,0,0,product_mng,medium
-0.86,0.64,5,188,3,0,0,0,product_mng,medium
-0.79,0.73,5,155,3,0,0,0,IT,medium
-0.89,0.73,4,171,4,0,0,0,RandD,medium
-0.34,0.99,4,184,3,0,0,0,RandD,medium
-0.29,0.77,3,164,6,0,0,0,RandD,medium
-0.71,0.89,3,244,4,0,0,0,RandD,medium
-0.93,0.58,4,222,2,0,0,0,RandD,medium
-0.94,0.76,4,231,3,1,0,0,RandD,high
-0.91,0.72,3,213,3,0,0,0,marketing,low
-0.71,0.96,4,144,4,0,0,0,sales,medium
-0.67,0.81,3,221,4,1,0,0,accounting,medium
-0.54,0.42,3,138,3,1,0,0,support,medium
-0.89,0.58,3,183,4,0,0,0,technical,medium
-0.94,0.91,3,250,3,1,0,0,management,low
-0.15,0.89,3,219,6,0,0,0,marketing,low
-0.45,0.92,6,164,4,1,0,0,marketing,low
-0.92,0.67,4,161,4,1,0,0,marketing,low
-0.63,0.56,4,274,5,1,0,0,sales,low
-0.8,0.66,4,181,3,1,0,0,sales,low
-0.45,0.72,3,148,2,0,0,0,sales,low
-0.72,0.54,3,226,2,1,0,0,sales,low
-0.84,0.36,6,256,5,0,0,0,sales,low
-0.61,0.51,3,141,2,0,0,0,sales,low
-0.63,0.88,3,177,3,0,0,0,sales,low
-0.49,0.54,4,173,2,0,0,0,sales,low
-0.68,0.51,2,196,3,0,0,0,sales,low
-0.64,0.85,5,179,2,0,0,0,sales,low
-0.61,0.64,4,201,3,0,0,0,sales,low
-0.83,0.55,5,247,3,0,0,0,sales,low
-0.94,0.51,5,238,2,0,0,0,sales,low
-0.27,0.66,3,133,6,0,0,0,sales,low
-0.6,0.49,2,194,4,0,0,0,sales,low
-0.83,0.69,4,232,2,0,0,0,sales,low
-0.53,0.75,3,232,3,0,0,0,sales,low
-0.79,0.97,4,204,3,0,0,0,sales,medium
-0.96,0.49,4,252,3,1,0,0,sales,medium
-0.5,0.56,3,164,3,0,0,0,accounting,medium
-0.68,0.81,5,266,2,0,0,0,accounting,medium
-0.24,0.54,4,226,4,1,0,0,accounting,medium
-0.8,0.8,4,252,6,0,0,0,hr,medium
-0.62,0.74,4,155,3,0,0,0,hr,medium
-1,0.85,3,202,2,0,0,0,hr,medium
-0.64,0.75,3,214,3,0,0,0,hr,medium
-0.51,0.55,4,267,3,0,0,0,technical,medium
-0.74,0.5,4,265,3,0,0,0,technical,medium
-0.49,0.99,3,221,2,1,0,0,technical,medium
-0.96,0.83,4,132,6,0,0,0,technical,high
-0.59,0.62,4,227,4,1,0,0,technical,low
-0.84,0.57,4,234,3,0,0,0,technical,medium
-0.16,0.84,3,238,6,0,0,0,technical,medium
-0.62,0.75,3,149,2,1,0,0,technical,medium
-0.79,0.67,4,152,3,0,0,0,technical,medium
-0.53,0.83,4,249,3,1,0,0,technical,low
-0.17,0.48,6,270,5,0,0,0,technical,low
-0.57,0.76,3,200,2,0,0,0,support,low
-0.65,0.82,4,207,2,0,0,0,support,low
-0.69,0.74,4,266,2,1,0,0,support,low
-0.3,0.8,6,250,3,0,0,0,support,low
-0.99,0.92,3,220,3,0,0,0,support,low
-0.5,0.69,4,177,2,0,0,0,support,low
-0.54,0.96,3,147,2,0,0,0,support,medium
-0.69,0.57,4,227,4,0,0,0,support,medium
-0.5,0.85,4,272,2,0,0,0,support,medium
-0.66,0.73,3,244,3,0,0,0,support,medium
-1,0.93,5,182,3,1,0,0,support,medium
-0.15,0.61,3,146,6,1,0,0,technical,medium
-0.31,0.54,5,259,5,1,0,0,technical,medium
-0.65,0.49,4,184,4,0,0,0,technical,medium
-0.72,0.69,4,149,2,0,0,0,management,medium
-0.84,0.85,4,185,3,1,0,0,IT,medium
-0.55,0.8,3,254,2,0,0,0,IT,medium
-0.6,0.58,4,249,3,0,0,0,IT,medium
-0.84,0.48,4,269,2,0,0,0,IT,medium
-0.68,0.87,3,168,3,0,0,0,IT,medium
-0.13,1,6,225,3,0,0,0,product_mng,medium
-0.88,0.98,3,160,2,0,0,0,product_mng,medium
-0.64,0.57,5,149,3,1,0,0,product_mng,medium
-0.19,0.95,5,193,3,0,0,0,product_mng,medium
-0.83,0.88,5,171,3,1,0,0,IT,medium
-0.17,0.41,4,232,3,1,0,0,RandD,medium
-0.44,0.74,4,250,6,0,0,0,RandD,medium
-0.52,0.55,4,243,2,0,0,0,RandD,medium
-0.66,0.62,4,250,2,0,0,0,RandD,medium
-0.96,0.55,4,153,3,0,0,0,RandD,medium
-0.19,0.5,5,126,3,1,0,0,RandD,medium
-0.86,1,3,192,3,0,0,0,marketing,high
-0.65,0.57,3,137,4,1,0,0,sales,high
-0.61,0.97,3,199,3,1,0,0,accounting,high
-0.53,0.96,3,181,3,1,0,0,support,high
-0.14,0.76,5,260,6,0,0,0,technical,high
-0.74,1,4,199,4,0,0,0,management,high
-0.47,0.62,6,171,5,1,0,0,marketing,high
-0.6,0.56,4,260,3,0,0,0,marketing,high
-0.81,0.58,3,243,4,0,0,0,marketing,high
-0.95,0.59,2,154,4,0,0,0,sales,high
-0.98,0.8,2,201,2,0,0,0,sales,high
-0.52,0.8,5,234,3,0,0,0,sales,high
-1,0.97,3,216,3,1,0,0,sales,low
-0.16,0.74,5,205,4,1,0,0,sales,low
-0.19,0.83,3,225,4,0,0,0,sales,low
-0.94,0.87,3,229,3,0,0,0,sales,low
-0.58,0.43,6,132,3,0,0,0,sales,low
-0.92,0.69,4,180,3,0,0,0,sales,low
-0.65,0.8,4,164,4,0,0,0,sales,low
-0.74,0.74,5,175,3,0,0,0,sales,low
-0.6,0.53,5,103,2,0,0,0,sales,low
-1,1,5,142,4,0,0,0,sales,low
-0.81,0.96,4,212,3,0,0,0,sales,low
-0.54,0.67,2,129,3,1,0,0,sales,low
-0.18,0.81,5,140,4,0,0,0,sales,low
-0.82,0.88,4,149,2,0,0,0,sales,low
-0.9,0.96,2,258,2,0,0,0,sales,low
-0.62,0.62,4,136,2,0,0,0,sales,medium
-0.77,0.76,2,216,3,1,0,0,accounting,medium
-0.58,0.86,3,151,2,0,0,0,accounting,medium
-0.27,0.47,5,217,6,0,0,0,accounting,medium
-0.78,0.72,4,219,3,0,0,0,hr,medium
-0.98,0.66,3,150,3,0,0,0,hr,medium
-0.75,0.5,4,98,4,0,0,0,hr,medium
-0.74,0.67,5,140,3,0,0,0,hr,medium
-0.9,0.99,3,259,3,1,0,0,technical,medium
-0.73,0.71,5,215,6,1,0,0,technical,medium
-0.9,0.62,4,258,3,0,0,0,technical,medium
-0.68,0.91,4,162,3,1,0,0,technical,medium
-0.9,0.74,3,260,4,0,0,0,technical,high
-0.64,0.93,5,198,2,0,0,0,technical,high
-0.63,0.9,2,242,3,1,0,0,technical,high
-0.87,0.89,4,219,4,0,0,0,technical,high
-0.6,0.55,4,204,3,0,0,0,technical,high
-0.7,0.74,3,157,3,0,0,0,technical,high
-0.15,0.94,5,244,6,0,0,0,technical,high
-0.45,0.75,3,122,3,0,0,0,support,high
-0.43,0.9,5,282,5,0,0,0,support,low
-0.92,0.46,5,195,5,0,0,0,support,low
-0.72,0.81,4,134,2,0,0,0,support,low
-0.94,0.84,3,210,2,0,0,0,support,low
-0.74,0.52,3,170,3,0,0,0,support,low
-0.48,0.71,2,140,3,1,0,0,support,low
-0.84,0.76,5,215,2,1,0,0,support,low
-0.53,0.86,3,150,3,0,0,0,support,low
-0.45,0.88,5,268,3,1,0,0,support,medium
-0.95,0.67,4,270,4,0,0,0,support,medium
-0.95,0.58,3,163,3,0,0,0,technical,medium
-0.7,0.85,3,188,2,0,0,0,technical,medium
-0.19,0.93,3,110,4,0,0,0,technical,medium
-0.74,0.91,5,135,3,0,0,0,management,medium
-0.54,0.59,4,228,3,0,0,0,IT,medium
-0.5,0.69,5,172,2,0,0,0,IT,medium
-0.95,0.72,3,168,5,0,0,0,IT,medium
-0.69,0.69,5,160,3,0,0,0,IT,medium
-0.24,0.74,5,282,3,0,0,0,IT,medium
-0.96,0.7,5,184,2,1,0,0,product_mng,medium
-0.61,0.5,4,217,4,1,0,0,product_mng,medium
-0.76,0.53,6,281,3,0,0,0,product_mng,medium
-0.61,0.64,3,245,2,0,0,0,product_mng,medium
-0.37,0.48,2,285,5,0,0,0,IT,medium
-0.81,0.9,4,165,3,0,0,0,RandD,medium
-0.59,0.9,3,146,3,0,0,0,RandD,medium
-0.73,0.82,3,133,3,0,0,0,RandD,medium
-0.87,0.57,2,181,6,0,0,0,RandD,medium
-0.67,0.66,6,152,3,0,0,0,RandD,medium
-0.96,0.78,2,284,3,0,0,0,RandD,medium
-0.98,0.51,3,157,3,0,0,0,marketing,medium
-0.5,0.58,4,165,2,0,0,0,sales,high
-0.49,0.71,3,255,2,1,0,0,accounting,low
-0.13,0.65,4,194,4,0,0,0,support,medium
-0.57,0.68,3,102,6,0,0,0,technical,medium
-0.51,0.94,4,247,2,0,0,0,management,medium
-0.99,0.69,3,206,2,0,0,0,marketing,medium
-0.8,0.77,3,171,2,0,0,0,marketing,medium
-0.56,0.39,5,263,4,0,0,0,marketing,medium
-0.96,0.84,4,272,4,1,0,0,sales,medium
-0.96,0.5,3,158,2,1,0,0,sales,medium
-0.87,0.53,6,216,6,1,0,0,sales,medium
-0.61,0.9,5,113,3,0,0,0,sales,medium
-0.18,0.6,3,140,4,0,0,0,sales,low
-0.24,0.77,5,178,5,0,0,0,sales,low
-0.86,0.48,4,153,3,0,0,0,sales,low
-0.25,0.62,6,271,5,0,0,0,sales,low
-0.25,0.82,3,269,5,0,0,0,sales,low
-0.63,0.55,3,160,3,0,0,0,sales,low
-0.89,0.68,4,258,2,1,0,0,sales,low
-0.87,0.82,4,251,3,0,0,0,sales,high
-0.87,0.78,3,170,2,0,0,0,sales,low
-0.71,0.99,4,238,4,1,0,0,sales,high
-0.98,0.87,4,152,2,0,0,0,sales,high
-0.16,0.51,3,262,6,0,0,0,sales,low
-0.83,0.68,4,273,2,0,0,0,sales,low
-0.65,0.77,3,233,2,0,0,0,sales,high
-0.95,0.64,3,262,3,0,0,0,sales,low
-0.67,0.67,3,183,3,0,0,0,accounting,medium
-0.53,0.88,3,150,3,1,0,0,accounting,high
-0.74,0.94,3,132,3,0,0,0,accounting,medium
-0.77,0.79,3,200,4,0,0,0,hr,medium
-0.13,0.72,4,148,5,0,0,0,hr,medium
-0.82,0.92,3,187,3,1,0,0,hr,medium
-0.88,0.65,4,224,2,0,0,0,hr,high
-0.89,0.5,4,147,2,0,0,0,technical,medium
-0.85,0.51,3,153,4,0,0,0,technical,medium
-0.93,0.87,5,154,2,0,0,0,technical,medium
-0.62,0.7,5,270,3,0,0,0,technical,high
-0.58,0.96,3,202,2,0,0,0,technical,medium
-0.98,0.5,4,264,3,0,0,0,technical,high
-0.52,0.45,2,145,3,0,0,0,technical,low
-0.76,0.49,3,138,2,1,0,0,technical,medium
-0.73,0.91,3,238,2,0,0,0,technical,medium
-0.74,0.64,4,147,5,0,0,0,technical,medium
-0.49,0.48,3,190,2,0,0,0,technical,medium
-0.91,0.97,4,183,3,0,0,0,support,low
-0.74,0.92,5,255,3,0,0,0,support,low
-0.86,0.82,4,252,4,0,0,0,support,low
-0.52,0.47,6,141,5,1,0,0,support,low
-0.95,0.81,3,260,2,0,0,0,support,low
-0.65,0.98,3,136,3,0,0,0,support,low
-0.7,0.56,4,182,2,0,0,0,support,low
-0.14,0.66,6,142,5,0,0,0,support,low
-0.92,0.53,2,261,4,0,0,0,support,low
-0.54,0.6,3,209,2,0,0,0,support,low
-0.76,0.95,2,156,4,0,0,0,support,high
-0.78,0.66,4,214,2,0,0,0,technical,low
-0.85,0.86,4,250,3,0,0,0,technical,low
-0.78,0.8,4,197,3,1,0,0,technical,low
-0.55,0.72,3,149,3,0,0,0,management,low
-0.68,0.61,5,271,2,0,0,0,IT,high
-0.91,0.68,4,187,2,0,0,0,IT,low
-0.76,0.56,3,154,2,0,0,0,IT,low
-0.15,0.67,4,264,3,0,0,0,IT,low
-0.95,0.6,2,144,3,0,0,0,IT,high
-0.74,0.37,6,200,3,0,0,0,product_mng,low
-0.92,0.56,5,197,2,1,0,0,product_mng,medium
-0.64,0.89,3,175,3,1,0,0,product_mng,high
-0.96,0.9,3,161,3,0,0,0,product_mng,medium
-0.21,0.72,3,245,6,0,0,0,IT,high
-0.85,0.67,3,167,4,0,0,0,RandD,medium
-0.52,0.86,5,168,3,0,0,0,RandD,medium
-0.54,0.81,5,261,6,0,0,0,RandD,medium
-0.56,0.81,5,274,4,0,0,0,RandD,medium
-0.59,0.79,4,181,3,0,0,0,RandD,medium
-0.88,0.58,5,266,3,1,0,0,marketing,medium
-0.7,0.84,4,184,3,0,0,0,sales,medium
-0.95,0.58,3,193,2,0,0,0,accounting,medium
-0.83,0.88,3,217,2,1,0,0,support,high
-0.76,0.62,4,197,3,0,0,0,technical,low
-0.82,0.92,5,252,3,0,0,0,management,medium
-0.55,0.97,4,136,3,0,0,0,marketing,medium
-0.89,0.55,5,194,4,0,0,0,marketing,medium
-0.66,0.94,4,190,3,0,0,0,marketing,medium
-0.41,0.61,3,185,2,1,0,0,sales,medium
-0.83,0.77,3,232,2,1,0,0,sales,medium
-0.88,0.72,3,200,2,1,0,0,sales,medium
-0.56,0.66,5,155,2,0,0,0,sales,medium
-0.53,0.72,3,228,3,0,0,0,sales,medium
-0.8,0.41,3,188,4,0,0,0,sales,high
-0.95,0.78,4,245,3,0,0,0,sales,low
-0.9,0.88,4,205,2,0,0,0,sales,low
-0.5,0.97,4,269,3,0,0,0,sales,low
-0.4,0.59,3,207,6,0,0,0,sales,high
-0.52,0.85,3,250,4,0,0,0,sales,low
-0.51,0.5,5,251,3,1,0,0,sales,low
-0.84,0.62,5,217,3,0,0,0,sales,low
-0.78,0.98,5,252,3,0,0,0,sales,high
-0.91,0.71,2,159,3,1,0,0,sales,low
-0.59,0.71,5,169,2,0,0,0,sales,low
-0.69,0.97,5,105,4,0,0,0,sales,low
-0.87,0.93,4,268,2,0,0,0,sales,low
-0.66,1,5,145,2,0,0,0,sales,low
-0.5,0.54,4,165,3,0,0,0,accounting,low
-0.95,0.75,3,253,4,0,0,0,accounting,low
-0.77,0.64,3,254,3,0,0,0,accounting,medium
-0.66,0.5,3,218,2,0,0,0,hr,medium
-0.61,0.98,3,138,5,1,0,0,hr,medium
-0.7,0.87,5,239,3,0,0,0,hr,medium
-0.89,0.71,5,182,2,1,0,0,hr,medium
-0.6,0.78,4,152,3,1,0,0,technical,medium
-0.62,0.51,3,222,3,1,0,0,technical,medium
-0.59,0.9,2,219,2,1,0,0,technical,medium
-0.69,0.59,4,266,4,0,0,0,technical,medium
-0.36,0.94,3,113,5,1,0,0,technical,medium
-0.59,0.93,4,146,3,0,0,0,technical,medium
-0.5,0.51,5,238,4,0,0,0,technical,medium
-0.53,0.99,3,188,3,0,0,0,technical,high
-0.84,0.9,4,237,2,0,0,0,technical,low
-0.51,0.95,4,201,3,0,0,0,technical,medium
-0.53,0.56,5,188,3,0,0,0,technical,medium
-0.98,0.63,3,137,3,0,0,0,support,medium
-0.95,0.81,4,263,3,0,0,0,support,medium
-0.13,0.76,5,217,3,0,0,0,support,low
-0.5,0.64,4,213,4,0,0,0,support,low
-0.93,0.76,3,244,3,0,0,0,support,low
-0.5,0.87,3,252,2,0,0,0,support,low
-0.66,0.84,4,168,2,0,0,0,support,low
-0.89,0.79,4,212,3,0,0,0,support,low
-0.46,0.43,4,258,3,0,0,0,support,low
-0.67,0.6,4,210,3,0,0,0,support,low
-0.96,0.9,4,246,3,0,0,0,support,low
-0.98,0.76,4,221,3,1,0,0,technical,low
-0.67,0.57,5,215,4,0,0,0,technical,low
-0.72,0.72,4,175,4,0,0,0,technical,low
-0.65,0.49,5,221,2,0,0,0,management,low
-0.72,0.67,5,219,3,0,0,0,IT,low
-0.78,0.58,3,154,3,0,0,0,IT,low
-0.93,0.56,3,266,2,0,0,0,IT,low
-0.73,0.85,5,224,4,0,0,0,IT,low
-0.2,0.57,4,269,5,1,0,0,IT,low
-0.47,0.5,4,159,2,0,0,0,product_mng,low
-0.56,0.62,4,247,3,0,0,0,product_mng,low
-0.72,0.86,4,137,2,0,0,0,product_mng,low
-0.91,0.56,4,251,4,0,0,0,product_mng,medium
-0.79,0.49,5,210,3,0,0,0,IT,medium
-0.53,0.75,2,123,4,0,0,0,RandD,medium
-0.14,0.51,4,253,6,0,0,0,RandD,medium
-0.78,0.92,5,242,4,0,0,0,RandD,medium
-0.52,0.74,3,238,3,0,0,0,RandD,medium
-0.94,0.68,5,151,2,0,0,0,RandD,medium
-0.83,0.8,4,158,4,0,0,0,marketing,medium
-0.44,0.68,2,120,2,0,0,0,marketing,medium
-0.72,0.74,3,187,2,0,0,0,sales,medium
-0.84,0.58,3,140,3,0,0,0,accounting,medium
-0.76,0.99,3,164,2,0,0,0,support,medium
-0.92,0.94,5,253,2,0,0,0,technical,high
-0.58,0.93,5,235,2,0,0,0,management,low
-0.85,0.81,4,189,4,0,0,0,marketing,medium
-0.74,0.51,4,246,3,1,0,0,marketing,medium
-0.74,0.87,4,258,2,0,0,0,marketing,medium
-0.72,0.8,3,158,3,0,0,0,sales,medium
-0.76,0.98,4,173,3,1,0,0,sales,low
-0.85,0.72,3,201,3,0,0,0,sales,low
-0.82,0.49,5,185,3,0,0,0,sales,low
-0.6,0.93,5,270,3,1,0,0,sales,low
-0.39,0.64,3,152,2,0,0,0,sales,low
-0.83,0.53,3,211,4,1,0,0,sales,low
-0.7,0.92,3,162,3,1,0,0,sales,low
-0.84,0.97,4,253,2,1,0,0,sales,low
-0.9,0.77,4,236,3,0,0,0,sales,low
-0.18,0.84,4,231,5,0,0,0,sales,low
-0.52,0.71,2,231,2,0,0,0,sales,low
-0.87,0.51,4,233,3,0,0,0,sales,low
-0.6,0.79,5,217,2,0,0,0,sales,low
-0.72,0.93,4,174,2,0,0,0,sales,low
-0.48,0.64,4,227,3,0,0,0,sales,low
-0.75,0.53,3,222,2,0,0,0,sales,low
-0.85,0.55,2,207,6,0,0,0,sales,low
-0.39,0.41,6,115,3,0,0,0,sales,low
-0.61,0.68,3,254,2,0,0,0,accounting,low
-0.6,0.61,4,170,3,0,0,0,accounting,low
-0.57,0.64,2,206,3,0,0,0,accounting,low
-0.19,0.68,5,149,3,0,0,0,hr,medium
-0.48,0.77,3,197,3,0,0,0,hr,medium
-0.69,0.75,4,261,3,0,0,0,hr,medium
-0.7,0.55,4,256,4,0,0,0,hr,medium
-0.65,0.92,3,219,3,0,0,0,technical,medium
-0.81,0.96,4,143,3,1,0,0,technical,medium
-0.85,0.95,4,171,3,0,0,0,technical,medium
-0.93,0.76,4,207,2,0,0,0,technical,medium
-0.72,0.94,4,235,3,0,0,0,technical,medium
-0.49,0.55,2,173,3,0,0,0,technical,medium
-0.94,0.47,5,131,6,0,0,0,technical,medium
-0.81,0.84,4,143,2,0,0,0,technical,medium
-0.92,0.78,5,193,4,0,0,0,technical,high
-0.97,0.82,3,135,2,0,0,0,technical,low
-0.98,0.61,4,265,2,1,0,0,technical,medium
-0.44,0.45,3,133,2,1,0,0,support,medium
-0.72,0.87,4,184,4,0,0,0,support,medium
-0.8,0.73,5,135,3,0,0,0,support,medium
-0.6,0.72,4,267,4,0,0,0,support,low
-0.89,0.65,4,184,3,0,0,0,support,low
-0.69,0.57,5,227,2,0,0,0,support,low
-0.54,0.81,4,257,2,0,0,0,support,low
-0.97,0.75,5,235,3,1,0,0,support,low
-0.37,0.4,4,161,2,0,0,0,support,low
-0.73,0.52,4,215,3,0,0,0,support,low
-0.57,0.69,4,146,3,0,0,0,support,low
-0.86,0.66,4,191,2,0,0,0,technical,low
-0.83,0.85,4,261,3,0,0,0,technical,low
-0.19,0.52,5,200,5,0,0,0,technical,low
-0.55,0.93,4,239,4,0,0,0,management,low
-0.6,0.65,4,160,2,0,0,0,IT,low
-0.62,0.71,3,177,3,1,0,0,IT,low
-0.65,0.55,5,215,2,0,0,0,IT,low
-0.4,0.48,4,97,2,0,0,0,IT,low
-0.82,0.78,5,231,2,1,0,0,IT,low
-0.75,0.69,2,257,2,1,0,0,product_mng,low
-0.83,0.53,3,232,3,1,0,0,product_mng,low
-0.77,0.78,4,212,3,0,0,0,product_mng,low
-0.59,0.98,4,198,3,0,0,0,product_mng,low
-0.8,0.79,5,240,4,0,0,0,IT,medium
-0.84,0.55,3,242,3,0,0,0,RandD,medium
-0.88,0.71,4,250,3,0,0,0,RandD,medium
-0.37,0.9,3,229,6,0,0,0,RandD,medium
-0.88,0.66,4,133,2,0,0,0,RandD,medium
-0.69,0.85,3,200,2,0,0,0,RandD,medium
-0.54,0.49,2,155,2,1,0,0,marketing,medium
-0.76,0.57,5,139,4,0,0,0,sales,medium
-0.51,0.58,4,272,3,0,0,0,accounting,medium
-0.16,0.52,3,100,4,0,0,0,support,medium
-0.65,0.6,5,160,3,0,0,0,technical,medium
-0.54,0.81,5,195,4,0,0,0,management,medium
-0.66,0.68,4,152,3,0,0,0,marketing,high
-0.95,0.65,5,182,3,0,0,0,marketing,low
-0.83,0.57,3,137,2,0,0,0,marketing,medium
-0.98,0.84,4,182,3,0,0,0,sales,medium
-0.72,0.72,3,217,2,0,0,0,sales,medium
-0.71,0.62,4,192,4,0,0,0,sales,medium
-0.36,0.65,3,116,2,1,0,0,sales,low
-0.55,0.65,4,170,4,0,0,0,sales,low
-0.64,0.52,3,223,3,0,0,0,sales,low
-0.62,0.57,3,174,2,0,0,0,sales,low
-1,0.95,3,193,6,0,0,0,sales,low
-0.91,0.91,6,167,2,1,0,0,sales,low
-0.81,0.67,4,225,3,0,0,0,sales,low
-0.71,0.92,4,248,3,1,0,0,sales,low
-0.97,0.74,3,104,5,0,0,0,sales,low
-0.75,0.86,6,148,4,0,0,0,sales,low
-0.68,1,3,148,4,1,0,0,sales,low
-0.87,0.68,5,187,3,0,0,0,sales,low
-0.96,0.57,3,151,2,0,0,0,sales,low
-0.41,0.86,6,215,5,0,0,0,sales,low
-0.81,0.61,4,142,4,0,0,0,sales,low
-0.68,1,6,258,5,0,0,0,sales,low
-0.63,0.56,4,228,3,0,0,0,accounting,low
-0.6,0.84,2,221,3,0,0,0,accounting,low
-0.66,0.97,3,263,3,0,0,0,accounting,medium
-0.69,0.82,4,273,4,0,0,0,hr,medium
-0.23,0.37,3,247,4,0,0,0,hr,medium
-0.52,0.63,3,225,3,0,0,0,hr,medium
-0.65,0.86,4,269,2,1,0,0,hr,medium
-0.78,0.4,6,174,3,0,0,0,technical,medium
-0.6,0.65,5,201,2,0,0,0,technical,medium
-0.9,0.62,3,254,3,0,0,0,technical,medium
-0.59,0.95,5,254,2,0,0,0,technical,medium
-0.89,0.78,3,185,2,1,0,0,technical,medium
-0.96,0.85,4,200,4,0,0,0,technical,medium
-0.68,0.76,3,190,3,1,0,0,technical,medium
-0.52,0.72,2,160,2,0,0,0,technical,high
-0.68,0.94,3,264,2,0,0,0,technical,low
-0.6,0.59,3,172,3,0,0,0,technical,medium
-0.28,0.83,5,279,4,0,0,0,technical,medium
-0.98,0.54,5,260,3,0,0,0,support,medium
-0.67,0.52,4,262,2,0,0,0,support,medium
-0.86,0.6,5,134,2,1,0,0,support,low
-0.83,0.9,3,195,3,0,0,0,support,low
-0.79,0.86,3,139,3,0,0,0,support,low
-0.54,0.86,4,205,5,0,0,0,support,low
-0.51,0.86,5,212,2,0,0,0,support,low
-0.75,0.65,4,148,2,0,0,0,support,low
-0.51,0.67,4,228,3,0,0,0,support,low
-0.73,0.74,5,230,3,0,0,0,support,low
-0.17,0.4,4,286,3,0,0,0,support,low
-0.88,0.59,4,142,3,0,0,0,technical,low
-0.76,0.79,3,161,3,0,0,0,technical,low
-0.29,0.77,3,152,3,1,0,0,technical,low
-0.62,0.97,4,266,3,0,0,0,management,low
-0.5,0.85,2,143,3,0,0,0,IT,low
-0.16,0.65,5,165,3,0,0,0,IT,low
-0.18,0.99,4,204,6,0,0,0,IT,low
-0.86,0.68,4,170,2,0,0,0,IT,low
-0.68,0.52,5,203,3,0,0,0,IT,low
-0.68,0.85,3,199,3,0,0,0,product_mng,low
-0.89,0.78,4,223,3,0,0,0,product_mng,low
-0.86,0.88,4,220,2,0,0,0,product_mng,low
-0.43,0.41,4,190,3,0,0,0,product_mng,medium
-0.85,0.58,4,143,6,1,0,0,IT,medium
-0.94,0.8,5,111,4,0,0,1,RandD,medium
-0.58,0.71,4,145,3,1,0,1,RandD,medium
-0.43,0.6,3,138,3,0,0,1,RandD,medium
-0.72,0.49,3,203,3,0,0,1,RandD,medium
-0.95,0.96,5,175,3,1,0,1,RandD,medium
-0.35,0.67,3,119,3,0,0,1,marketing,medium
-0.77,0.79,3,157,3,0,0,1,sales,medium
-0.74,0.7,5,135,2,0,0,1,accounting,medium
-0.5,0.6,4,200,2,0,0,1,support,medium
-0.87,0.56,4,121,2,0,0,1,technical,medium
-0.55,0.48,3,162,3,0,0,1,management,high
-0.8,0.65,3,135,3,0,0,1,marketing,low
-0.49,0.52,4,183,2,0,0,1,marketing,medium
-0.54,0.92,4,228,3,0,0,1,marketing,medium
-0.21,0.87,4,148,5,0,0,0,sales,medium
-0.77,0.77,3,219,2,0,0,0,sales,medium
-0.53,0.73,4,147,3,0,0,0,sales,low
-0.89,0.49,5,165,6,0,0,0,sales,low
-0.25,0.59,4,218,3,1,0,0,sales,low
-0.53,0.59,3,231,2,0,0,0,sales,low
-0.44,0.45,2,124,3,0,0,0,sales,low
-0.7,0.44,2,131,2,0,0,0,sales,low
-0.54,0.76,3,199,4,0,0,0,sales,low
-0.9,0.56,3,220,3,0,0,0,sales,low
-0.69,0.8,5,215,3,0,0,0,sales,low
-0.78,0.59,4,180,3,0,0,0,sales,low
-0.91,0.49,6,272,6,0,0,0,sales,low
-0.92,0.61,2,228,2,0,0,0,sales,low
-0.96,0.88,3,168,2,0,0,0,sales,low
-0.8,0.77,4,205,2,0,0,0,sales,low
-0.52,0.67,3,244,3,0,0,0,sales,low
-0.52,0.97,3,185,2,0,0,0,sales,low
-0.93,0.96,5,135,3,1,0,0,sales,low
-0.89,0.9,4,160,2,0,0,0,accounting,low
-0.83,0.61,4,262,4,0,0,0,accounting,low
-0.7,0.84,6,225,6,0,0,0,accounting,low
-0.89,0.74,4,174,2,0,0,0,hr,low
-0.21,0.37,6,266,3,0,0,1,hr,medium
-0.67,0.78,4,241,4,0,0,1,hr,medium
-0.73,0.97,3,245,2,0,0,1,hr,medium
-0.85,0.51,3,261,4,0,0,1,technical,medium
-0.54,0.85,4,157,3,0,0,1,technical,medium
-0.74,0.94,3,286,6,0,0,1,technical,medium
-0.71,0.65,4,263,2,1,0,1,technical,medium
-0.76,0.52,2,229,3,0,0,1,technical,medium
-0.85,0.5,4,159,2,0,0,1,technical,medium
-0.82,0.89,4,196,3,0,0,1,technical,medium
-0.71,0.79,4,133,3,0,0,1,technical,medium
-0.79,0.65,5,228,3,0,0,1,technical,medium
-0.86,0.56,4,247,3,0,0,1,technical,high
-0.9,0.78,5,215,3,0,0,1,technical,low
-0.65,0.8,6,233,3,1,0,1,support,medium
-0.53,0.74,5,237,2,0,0,1,support,medium
-0.51,0.91,4,269,5,0,0,1,support,medium
-1,0.76,6,246,3,1,0,1,support,medium
-0.92,0.82,4,168,3,0,0,1,support,low
-1,0.59,3,168,3,0,0,1,support,low
-0.23,0.67,4,163,5,0,0,1,support,low
-0.52,0.77,3,142,2,0,0,1,support,low
-0.8,0.83,4,183,2,1,0,1,support,low
-0.59,0.72,4,264,3,0,0,0,support,low
-0.75,0.55,2,184,2,0,0,0,support,low
-0.99,0.58,4,138,3,0,0,0,technical,low
-0.57,0.76,3,195,3,0,0,0,technical,medium
-0.87,0.95,4,251,3,0,0,0,technical,medium
-0.52,0.47,3,108,5,0,0,0,management,medium
-0.57,0.9,3,144,2,0,0,0,IT,medium
-0.32,0.77,6,112,4,0,0,0,IT,medium
-0.66,0.81,2,201,3,0,0,0,IT,medium
-0.53,0.8,4,204,3,0,0,0,IT,medium
-0.55,0.62,5,226,3,0,0,0,IT,medium
-0.66,0.9,3,217,4,0,0,0,product_mng,medium
-0.69,0.92,4,149,2,0,0,0,product_mng,medium
-0.67,0.99,5,237,3,0,0,0,product_mng,medium
-0.75,0.37,3,256,3,0,0,0,product_mng,medium
-0.7,0.98,4,194,2,0,0,0,IT,medium
-0.71,0.74,3,202,2,0,0,0,RandD,medium
-0.97,0.6,5,133,2,0,0,0,RandD,medium
-0.5,0.48,3,246,3,0,0,0,RandD,medium
-0.34,0.92,3,206,3,0,0,0,RandD,medium
-0.67,0.74,3,204,3,0,0,0,RandD,medium
-0.78,0.98,4,157,3,0,0,0,marketing,medium
-0.52,0.91,4,187,2,0,0,0,sales,medium
-0.91,0.51,2,211,2,0,0,0,accounting,medium
-0.79,0.92,3,204,3,0,0,0,support,medium
-0.83,0.53,5,182,2,1,0,0,technical,medium
-0.74,0.76,3,244,3,0,0,0,management,medium
-0.77,0.97,3,184,3,1,0,0,marketing,medium
-0.49,0.71,2,117,3,0,0,0,marketing,high
-0.94,0.89,3,230,3,1,0,0,marketing,high
-0.99,0.91,3,241,2,0,0,0,sales,high
-0.69,0.84,3,227,3,1,0,0,sales,high
-0.88,0.59,5,147,4,0,0,0,sales,high
-0.89,0.9,3,240,3,0,0,0,sales,high
-0.8,0.58,4,238,2,0,0,0,sales,high
-0.22,0.89,4,262,4,0,0,0,sales,high
-0.87,0.83,4,215,2,0,0,0,sales,high
-0.66,0.66,3,211,4,0,0,0,sales,high
-0.9,0.68,3,156,3,1,0,0,sales,high
-0.95,0.54,4,180,5,0,0,0,sales,high
-0.49,0.56,4,260,6,0,0,0,sales,low
-0.71,0.68,4,228,2,0,0,0,sales,low
-0.2,0.96,2,249,3,0,0,0,sales,low
-0.95,0.64,3,242,5,1,0,0,sales,low
-0.68,0.8,2,254,2,1,0,0,sales,low
-0.93,0.68,3,272,2,1,0,0,sales,low
-0.85,0.57,5,210,3,0,0,0,sales,low
-0.82,0.68,3,140,2,0,0,0,sales,low
-0.87,0.42,5,252,5,0,0,0,sales,low
-0.88,0.84,3,266,3,0,0,0,accounting,low
-0.98,0.79,4,138,3,0,0,0,accounting,low
-0.89,0.98,3,220,3,0,0,0,accounting,low
-0.92,0.51,5,214,3,0,0,0,hr,low
-0.48,0.6,2,121,5,0,0,0,hr,low
-0.67,0.49,4,195,3,0,0,0,hr,low
-0.84,0.55,3,135,3,0,0,0,hr,medium
-0.97,0.78,4,261,2,0,0,0,technical,medium
-0.65,0.53,5,205,3,1,0,0,technical,medium
-0.79,0.87,5,240,2,1,0,0,technical,medium
-0.75,0.75,2,141,4,0,0,0,technical,medium
-0.69,0.64,4,200,3,0,0,0,technical,medium
-0.85,0.6,4,257,3,0,0,0,technical,medium
-0.34,0.41,2,141,3,0,0,0,technical,medium
-0.97,0.68,3,185,2,0,0,0,technical,medium
-0.39,0.99,6,235,6,0,0,0,technical,medium
-0.54,0.81,4,264,4,0,0,0,technical,medium
-0.78,0.67,4,260,3,0,0,0,technical,medium
-0.49,0.79,4,158,3,0,0,0,support,high
-0.17,0.83,6,195,5,0,0,0,support,high
-0.98,0.81,3,180,2,1,0,0,support,high
-0.9,1,2,114,5,0,0,0,support,high
-0.24,0.89,5,228,4,1,0,0,support,high
-0.92,0.79,5,243,3,1,0,0,support,high
-0.36,0.72,3,179,3,0,0,0,support,high
-0.19,0.76,2,158,3,0,0,0,support,high
-0.75,0.76,4,254,4,0,0,0,support,low
-0.91,0.81,3,220,3,1,0,0,support,low
-0.72,0.95,5,171,3,0,0,0,support,low
-0.62,0.64,4,142,2,0,0,0,technical,low
-0.97,0.75,3,241,2,0,0,0,technical,low
-0.69,0.64,3,275,3,0,0,0,technical,low
-0.98,0.56,3,157,2,0,0,0,management,low
-0.62,0.53,5,169,3,0,0,0,IT,low
-0.59,0.82,2,233,2,0,0,0,IT,medium
-0.73,0.98,4,160,3,0,0,0,IT,medium
-0.71,0.79,3,189,3,0,0,0,IT,medium
-0.85,0.58,4,273,4,0,0,0,IT,medium
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-0.48,0.38,3,134,3,0,0,0,product_mng,medium
-0.64,0.4,3,248,3,0,0,0,product_mng,medium
-0.19,0.64,6,222,5,0,0,0,product_mng,medium
-0.82,0.69,5,219,3,0,0,0,IT,medium
-0.99,0.96,4,202,3,0,0,0,RandD,medium
-0.45,0.58,3,200,2,0,0,0,RandD,medium
-0.89,0.89,3,138,2,0,0,0,RandD,medium
-0.75,0.78,4,158,5,1,0,0,RandD,medium
-0.8,0.86,3,136,2,0,0,0,RandD,medium
-0.78,0.49,4,222,2,0,0,0,marketing,medium
-0.95,0.76,3,236,2,1,0,0,sales,medium
-0.68,0.67,4,135,2,0,0,0,accounting,medium
-0.82,0.97,5,235,3,0,0,0,support,medium
-0.9,0.69,4,274,2,0,0,0,technical,medium
-0.59,0.99,3,235,2,0,0,0,management,medium
-0.66,0.57,3,169,4,1,0,0,marketing,medium
-0.63,0.56,5,286,4,0,0,0,marketing,medium
-0.73,0.78,3,166,2,0,0,0,marketing,medium
-0.63,0.93,3,236,4,0,0,0,sales,high
-0.87,0.62,5,197,2,0,0,0,sales,low
-0.62,0.87,6,169,2,1,0,0,sales,medium
-0.53,0.9,3,210,3,0,0,0,sales,medium
-0.94,0.83,4,156,2,0,0,0,sales,medium
-0.94,0.55,5,231,2,0,0,0,sales,medium
-0.55,0.64,3,101,2,1,0,0,sales,medium
-0.58,0.72,4,259,3,0,0,0,sales,medium
-0.98,0.88,5,203,5,1,0,0,sales,medium
-0.74,0.76,5,255,4,0,0,0,sales,medium
-0.65,0.48,3,131,3,1,0,0,sales,medium
-0.97,0.79,2,272,2,0,0,0,sales,medium
-0.58,0.75,4,253,2,0,0,0,sales,low
-0.49,0.77,2,254,2,0,0,0,sales,low
-0.69,0.98,3,214,2,0,0,0,sales,low
-0.55,0.49,5,195,3,0,0,0,sales,low
-0.65,0.89,4,240,3,0,0,0,sales,low
-0.87,0.49,4,149,2,0,0,0,sales,low
-0.12,0.7,4,276,4,0,0,0,sales,low
-0.65,0.84,4,247,4,0,0,0,accounting,high
-0.23,0.66,4,212,4,1,0,0,accounting,low
-0.62,0.77,4,256,3,0,0,0,accounting,high
-0.86,0.72,4,178,2,0,0,0,hr,high
-0.85,0.6,4,255,4,0,0,0,hr,low
-0.74,0.76,3,224,2,0,0,0,hr,low
-0.53,0.76,2,204,4,0,0,0,hr,high
-0.99,0.44,6,104,6,0,0,0,technical,low
-0.48,0.81,5,113,3,0,0,0,technical,medium
-0.72,0.74,3,243,2,0,0,0,technical,high
-0.76,0.72,3,242,5,1,0,0,technical,medium
-0.41,0.7,4,177,3,0,0,0,technical,medium
-0.85,0.88,3,235,2,0,0,0,technical,medium
-0.62,0.49,4,175,3,0,0,0,technical,medium
-0.16,0.78,4,280,6,0,0,0,technical,high
-0.58,0.61,3,205,2,0,0,0,technical,medium
-0.73,0.95,4,243,3,0,0,0,technical,medium
-0.28,0.76,3,150,2,0,0,0,technical,medium
-0.77,0.61,4,178,2,1,0,0,support,high
-0.85,0.86,3,231,3,0,0,0,support,medium
-0.56,0.76,3,134,2,0,0,0,support,high
-0.81,1,5,143,2,0,0,0,support,low
-0.83,0.87,3,156,3,0,0,0,support,medium
-0.49,0.48,4,249,3,0,0,0,support,medium
-0.81,0.97,3,247,3,0,0,0,support,medium
-0.56,0.92,5,222,4,0,0,0,support,medium
-0.77,0.83,3,160,3,0,0,0,support,low
-0.73,0.5,4,224,4,1,0,0,support,low
-0.95,0.72,4,235,2,0,0,0,support,low
-0.69,0.68,5,167,3,0,0,0,technical,low
-0.79,0.89,3,104,4,0,0,0,technical,low
-0.63,0.57,5,160,2,0,0,0,technical,low
-0.8,0.79,4,168,3,0,0,0,management,low
-0.64,0.61,2,153,2,0,0,0,IT,low
-0.92,0.9,4,249,3,0,0,0,IT,low
-0.96,0.75,4,177,2,0,0,0,IT,low
-0.56,0.85,3,225,3,0,0,0,IT,high
-0.37,0.61,3,186,2,0,0,0,IT,low
-0.5,0.82,3,133,2,1,0,0,product_mng,low
-0.49,0.58,4,213,4,1,0,0,product_mng,low
-1,0.73,3,245,2,1,0,0,product_mng,low
-0.82,0.75,5,160,3,1,0,0,product_mng,high
-0.52,0.54,4,212,3,0,0,0,IT,low
-0.76,0.96,4,135,3,1,0,1,RandD,low
-0.2,0.53,3,149,4,0,0,1,RandD,low
-0.6,0.9,4,178,3,0,0,1,RandD,high
-0.69,0.9,6,224,4,0,0,1,RandD,low
-0.93,0.51,3,196,2,0,0,1,RandD,medium
-0.7,0.64,4,178,3,1,0,1,marketing,high
-0.56,0.54,4,191,2,1,0,1,sales,medium
-0.97,0.61,4,167,3,0,0,1,accounting,high
-0.24,0.65,6,275,5,1,0,1,support,medium
-0.83,0.91,3,168,3,0,0,1,technical,medium
-0.55,0.85,3,152,2,0,0,1,management,medium
-0.68,0.99,3,263,3,1,0,1,marketing,medium
-0.48,0.53,3,113,4,0,0,0,marketing,medium
-0.75,0.95,3,253,3,0,0,0,marketing,medium
-0.61,0.5,4,271,3,1,0,0,sales,medium
-0.5,0.74,4,165,2,1,0,0,sales,medium
-0.78,0.54,5,257,3,0,0,0,sales,high
-0.61,0.68,4,244,3,0,0,0,sales,low
-0.48,0.5,4,179,3,0,0,0,sales,medium
-0.93,0.92,3,248,2,0,0,0,sales,medium
-0.78,0.58,3,224,2,0,0,0,sales,medium
-0.92,0.99,5,236,4,0,0,0,sales,medium
-0.71,0.98,5,213,3,0,0,0,sales,medium
-0.15,0.42,4,238,3,0,0,0,sales,medium
-0.14,0.83,5,153,5,1,0,0,sales,medium
-0.56,0.72,4,247,2,0,0,0,sales,medium
-1,0.84,3,154,3,0,0,0,sales,medium
-0.77,0.82,3,147,4,0,0,0,sales,high
-0.86,0.66,3,150,2,0,0,0,sales,low
-0.88,0.95,3,137,3,0,0,0,sales,low
-0.85,0.84,5,179,3,0,0,0,sales,low
-0.95,0.56,5,194,2,0,0,0,sales,high
-0.65,0.65,4,224,3,0,0,0,sales,low
-0.7,0.55,3,253,2,1,0,0,accounting,low
-0.6,0.55,3,177,3,1,0,0,accounting,low
-0.84,0.83,3,215,3,0,0,0,accounting,high
-0.23,0.59,5,245,5,0,0,0,hr,low
-0.89,0.75,3,134,3,0,0,0,hr,low
-0.98,0.91,4,273,2,0,0,0,hr,low
-0.88,0.83,4,163,3,0,0,0,hr,low
-0.87,0.52,3,152,4,0,0,0,technical,low
-0.93,0.96,3,268,4,0,0,0,technical,low
-0.13,0.95,5,149,2,0,0,0,technical,low
-0.99,0.56,6,128,4,0,0,0,technical,medium
-0.52,0.51,3,218,2,1,0,0,technical,medium
-0.58,0.98,3,146,3,0,0,0,technical,medium
-0.85,0.57,5,190,2,1,0,0,technical,medium
-0.41,0.59,2,182,3,0,0,0,technical,medium
-1,0.8,5,162,3,1,0,0,technical,medium
-0.63,0.64,3,243,3,0,0,0,technical,medium
-0.63,0.58,4,141,3,1,0,0,technical,medium
-0.63,0.9,3,142,3,0,0,0,support,medium
-0.59,0.62,3,203,4,0,0,0,support,medium
-0.88,0.77,4,168,4,0,0,0,support,medium
-0.72,0.7,3,149,3,0,0,0,support,medium
-0.67,0.81,4,168,2,0,0,0,support,high
-0.41,0.54,2,190,4,0,0,0,support,low
-0.3,0.68,3,229,6,0,0,0,support,medium
-0.83,0.84,3,249,2,0,0,0,support,medium
-0.73,0.93,4,162,2,1,0,0,support,medium
-0.87,0.9,4,163,2,0,0,0,support,medium
-0.93,0.74,2,169,4,0,0,0,support,low
-0.97,0.91,4,257,3,1,0,0,technical,low
-0.7,0.54,4,150,4,0,0,0,technical,low
-0.66,0.95,4,183,3,0,0,0,technical,low
-0.62,0.66,3,208,3,0,0,0,management,low
-0.56,0.52,4,158,2,0,0,0,IT,low
-0.32,0.72,2,240,5,0,0,0,IT,low
-0.55,0.81,5,251,3,0,0,0,IT,low
-0.69,0.91,5,205,2,0,0,0,IT,low
-0.91,0.63,4,226,3,1,0,0,IT,low
-0.33,0.82,5,249,6,0,0,0,product_mng,low
-0.37,0.74,2,197,3,0,0,0,product_mng,low
-0.95,0.57,5,216,3,0,0,0,product_mng,low
-0.17,0.91,4,260,5,0,0,0,product_mng,low
-0.95,0.53,4,263,3,0,0,0,IT,low
-0.27,0.69,2,177,5,0,0,0,RandD,low
-0.91,0.95,4,171,3,0,0,0,RandD,low
-0.49,0.61,3,148,2,1,0,0,RandD,low
-0.6,0.56,4,138,3,0,0,0,RandD,low
-0.52,0.57,4,183,3,0,0,0,RandD,low
-0.54,0.65,3,202,3,0,0,0,marketing,low
-0.86,0.53,4,160,2,1,0,0,sales,medium
-0.78,0.87,4,264,3,0,0,0,accounting,medium
-0.6,0.81,4,245,3,1,0,0,support,medium
-0.15,0.91,2,207,3,0,0,0,technical,medium
-0.72,0.92,3,225,3,0,0,0,management,medium
-0.94,0.85,4,236,2,0,0,0,marketing,medium
-0.92,0.56,4,170,3,0,0,0,marketing,medium
-0.6,0.88,3,261,3,1,0,0,marketing,medium
-0.41,0.68,4,273,3,0,0,0,sales,medium
-0.5,0.43,3,184,2,0,0,0,sales,medium
-0.8,0.91,3,202,2,0,0,0,sales,medium
-0.67,0.83,4,195,3,0,0,0,sales,medium
-0.71,0.88,4,266,3,0,0,0,sales,high
-0.66,0.85,3,266,5,0,0,0,sales,low
-0.77,0.74,5,263,2,0,0,0,sales,medium
-0.62,0.54,3,142,2,0,0,0,sales,medium
-0.95,0.53,4,162,3,0,0,0,sales,medium
-0.89,0.75,5,258,2,0,0,0,sales,medium
-0.74,0.83,4,170,2,0,0,0,sales,low
-0.19,0.8,4,249,5,0,0,0,sales,low
-0.83,0.77,3,171,3,0,0,0,sales,low
-0.53,0.64,2,177,4,0,0,0,sales,low
-0.98,0.75,5,188,2,0,0,0,sales,low
-0.74,0.99,5,146,2,0,0,0,sales,low
-0.22,0.88,5,154,5,0,0,0,sales,low
-0.76,0.68,4,204,3,1,0,0,sales,low
-0.89,0.91,5,224,3,1,0,0,sales,low
-0.5,0.84,3,156,4,0,0,0,accounting,low
-0.17,0.82,6,259,4,0,0,0,accounting,low
-0.46,0.38,6,165,3,0,0,0,accounting,low
-0.68,0.78,3,264,3,0,0,0,hr,low
-0.77,0.86,4,215,2,0,0,0,hr,low
-0.68,0.83,3,133,3,0,0,0,hr,low
-0.15,0.7,4,220,4,0,0,0,hr,low
-0.7,0.98,4,176,5,0,0,0,technical,low
-0.66,0.96,4,103,2,0,0,0,technical,low
-0.54,0.52,5,155,3,0,0,0,technical,low
-0.57,0.57,4,141,3,0,0,0,technical,low
-0.78,0.58,3,150,3,1,0,0,technical,low
-0.14,0.83,5,171,6,0,0,0,technical,medium
-0.73,0.86,4,179,3,0,0,0,technical,medium
-0.65,0.97,4,145,2,0,0,0,technical,medium
-0.31,0.59,3,176,3,0,0,0,technical,medium
-0.77,0.55,2,172,2,0,0,0,technical,medium
-0.68,0.85,3,243,4,0,0,0,technical,medium
-0.79,0.69,4,209,2,0,0,0,support,medium
-0.92,0.62,4,196,3,0,0,0,support,medium
-0.77,0.96,6,225,4,0,0,0,support,medium
-0.48,0.89,3,261,2,0,0,0,support,medium
-0.63,0.66,4,157,2,0,0,0,support,medium
-0.92,0.49,5,259,3,1,0,0,support,medium
-0.5,0.85,4,224,6,0,0,0,support,high
-0.52,0.91,5,193,2,0,0,0,support,low
-0.73,0.79,4,157,3,0,0,0,support,medium
-0.99,0.87,4,223,3,0,0,0,support,medium
-0.91,0.99,3,188,3,1,0,0,support,medium
-0.85,0.79,3,217,2,0,0,0,technical,medium
-0.95,0.69,4,207,2,1,0,0,technical,low
-0.67,0.85,3,153,4,0,0,0,technical,low
-0.86,0.55,3,269,2,0,0,0,management,low
-0.71,0.54,4,198,3,0,0,0,IT,low
-0.99,0.95,4,102,5,0,0,0,IT,low
-0.57,0.61,3,167,2,1,0,0,IT,low
-0.98,0.72,3,252,2,0,0,0,IT,low
-0.62,0.58,3,192,2,0,0,0,IT,low
-0.74,0.79,5,237,4,0,0,0,product_mng,low
-0.7,0.6,4,158,3,0,0,0,product_mng,low
-0.8,0.93,3,260,3,0,0,0,product_mng,low
-0.65,0.69,4,153,3,0,0,0,product_mng,low
-0.53,0.52,3,233,4,0,0,0,IT,low
-0.43,0.62,2,180,3,0,0,0,RandD,low
-0.59,0.65,4,163,3,1,0,0,RandD,low
-0.16,0.96,6,211,6,1,0,0,RandD,low
-0.84,0.8,3,151,3,1,0,0,RandD,low
-0.78,0.95,3,249,4,0,0,0,RandD,low
-0.66,0.91,5,199,3,1,0,0,marketing,low
-0.7,0.74,4,247,2,0,0,0,sales,low
-0.73,0.63,4,174,3,0,0,0,accounting,low
-0.65,0.88,4,268,4,0,0,0,support,medium
-0.79,0.59,5,197,4,0,0,0,technical,medium
-0.57,0.68,4,154,3,1,0,0,management,medium
-0.24,0.58,5,279,4,0,0,0,marketing,medium
-0.95,0.78,3,204,2,1,0,0,marketing,medium
-0.38,0.54,2,112,3,0,0,0,marketing,medium
-0.9,0.78,4,261,2,1,0,0,sales,medium
-0.5,0.4,3,180,4,0,0,0,sales,medium
-0.68,0.61,3,261,5,0,0,0,sales,medium
-0.5,0.78,6,138,3,0,0,0,sales,medium
-0.85,0.81,4,164,4,0,0,0,sales,medium
-0.95,0.52,3,144,3,0,0,0,sales,medium
-0.92,0.92,3,244,2,0,0,0,sales,high
-0.83,0.87,5,233,3,0,0,0,sales,low
-0.9,0.78,4,225,2,1,0,0,sales,medium
-0.21,0.77,6,215,4,0,0,0,sales,medium
-0.94,0.86,3,223,4,0,0,0,sales,medium
-0.7,0.85,4,232,3,0,0,0,sales,medium
-0.54,0.76,3,157,4,0,0,0,sales,low
-0.77,0.65,4,268,3,0,0,0,sales,low
-0.62,0.49,3,158,2,0,0,0,sales,low
-0.93,0.55,5,222,2,0,0,0,sales,low
-0.81,0.86,3,210,3,0,0,0,sales,low
-0.99,0.79,4,133,2,0,0,0,sales,low
-0.78,0.49,3,224,3,0,0,0,sales,low
-0.66,0.63,5,264,5,0,0,0,accounting,low
-0.9,0.72,5,237,2,0,0,0,accounting,low
-0.74,0.53,5,141,2,0,0,0,accounting,low
-0.65,0.78,4,238,5,1,0,0,hr,low
-0.99,0.52,4,167,3,0,0,0,hr,low
-0.83,0.72,4,161,3,0,0,0,hr,low
-0.6,0.82,4,194,3,0,0,0,hr,low
-0.55,0.93,3,217,3,1,0,0,technical,low
-0.96,0.71,3,170,3,0,0,0,technical,low
-0.83,0.94,4,243,3,0,0,0,technical,low
-0.95,0.7,4,267,3,1,0,0,technical,low
-0.77,0.88,2,169,3,0,0,0,technical,medium
-0.83,0.95,3,255,3,0,0,0,technical,medium
-0.87,0.54,4,211,3,0,0,0,technical,medium
-0.69,0.49,3,198,4,0,0,0,technical,medium
-0.67,0.58,3,246,3,0,0,0,technical,medium
-0.55,0.49,3,146,2,0,0,0,technical,medium
-0.55,0.82,4,134,6,0,0,0,technical,medium
-0.39,0.48,3,169,3,0,0,0,support,medium
-0.51,0.93,5,232,3,0,0,0,support,medium
-0.39,0.38,2,106,3,1,0,0,support,medium
-0.96,0.93,4,260,3,0,0,0,support,medium
-0.68,0.81,3,232,2,0,0,0,support,medium
-0.67,0.71,4,173,3,0,0,0,support,high
-0.68,0.44,5,152,5,0,0,0,support,low
-0.56,0.58,3,173,3,0,0,0,support,medium
-0.9,0.7,3,274,3,0,0,0,support,medium
-0.69,0.59,3,233,3,0,0,0,support,medium
-0.99,0.71,4,232,3,0,0,0,support,medium
-0.42,0.59,3,156,2,0,0,0,technical,low
-0.28,0.51,3,124,3,0,0,0,technical,low
-0.55,0.65,3,207,3,0,0,0,technical,low
-0.91,0.53,3,273,6,0,0,0,management,low
-0.53,0.98,3,219,4,0,0,0,IT,low
-0.87,0.74,4,207,3,0,0,0,IT,low
-0.57,0.6,4,248,4,0,0,0,IT,low
-0.59,0.77,3,169,3,0,0,0,IT,low
-0.76,0.89,4,181,3,0,0,0,IT,low
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-0.5,0.54,3,254,2,0,0,0,product_mng,low
-0.55,0.55,4,191,4,0,0,0,product_mng,low
-0.92,0.53,3,238,2,0,0,0,product_mng,low
-0.8,0.51,5,196,3,0,0,0,IT,low
-0.93,0.66,4,228,3,0,0,0,RandD,low
-0.67,0.57,4,165,3,0,0,0,RandD,low
-0.78,0.55,3,144,2,0,0,0,RandD,low
-0.61,0.7,4,243,3,0,0,0,RandD,low
-0.74,0.84,3,206,3,0,0,0,RandD,low
-0.5,0.49,3,180,3,1,0,0,marketing,low
-0.84,0.96,3,161,2,1,0,0,sales,low
-0.89,0.55,4,196,2,0,0,0,accounting,medium
-0.77,0.89,5,152,3,0,0,0,support,medium
-0.64,0.71,3,231,4,0,0,0,technical,medium
-0.77,0.89,2,215,5,1,0,0,management,medium
-0.74,0.58,4,233,4,0,0,0,marketing,medium
-0.88,0.96,4,155,2,0,0,0,marketing,medium
-0.88,0.96,5,182,4,1,0,0,marketing,medium
-0.89,0.88,3,165,4,0,0,0,sales,medium
-0.74,0.59,2,257,4,1,0,0,sales,medium
-0.63,0.74,4,155,2,0,0,0,sales,medium
-0.63,0.8,4,243,2,0,0,0,sales,medium
-0.68,0.92,2,184,4,0,0,0,sales,medium
-0.14,0.81,4,138,3,1,0,0,sales,high
-0.86,0.94,5,209,4,0,0,0,sales,low
-0.73,0.53,3,205,2,0,0,0,sales,medium
-0.57,0.56,3,191,3,0,0,0,sales,medium
-0.97,0.75,5,270,3,1,0,0,sales,medium
-0.67,0.36,4,97,4,0,0,0,sales,medium
-0.89,0.74,4,174,2,0,0,0,sales,low
-0.8,0.96,5,124,3,0,0,0,sales,low
-0.3,0.51,2,178,3,0,0,0,sales,low
-0.14,0.73,5,266,6,0,0,0,sales,low
-0.91,0.8,4,181,3,0,0,0,sales,low
-0.49,0.81,4,233,3,0,0,0,sales,low
-0.57,0.68,3,254,4,0,0,0,sales,low
-0.59,0.62,3,219,3,0,0,0,sales,low
-0.5,0.7,5,166,2,0,0,0,accounting,low
-0.69,0.97,3,158,2,0,0,0,accounting,low
-0.81,0.68,3,151,3,0,0,0,accounting,low
-0.79,0.82,3,98,3,1,0,0,hr,low
-0.55,0.91,4,187,4,1,0,0,hr,low
-0.92,0.62,4,266,2,0,0,0,hr,low
-0.94,0.59,5,250,3,0,0,0,hr,low
-0.67,0.55,5,193,3,0,0,0,technical,low
-0.53,0.92,4,223,3,1,0,0,technical,low
-0.77,0.59,5,189,5,0,0,0,technical,low
-0.57,0.82,5,138,3,0,0,0,technical,low
-0.64,0.97,4,268,2,0,0,0,technical,low
-0.35,1,6,186,2,0,0,0,technical,low
-0.66,0.71,3,136,3,1,0,0,technical,medium
-0.59,0.84,4,245,3,0,0,0,technical,medium
-0.49,0.93,4,184,3,0,0,0,technical,medium
-0.91,0.99,5,152,3,0,0,0,technical,medium
-0.12,0.6,2,194,4,0,0,0,technical,medium
-0.74,0.68,3,242,5,1,0,0,support,medium
-0.84,0.94,4,246,2,1,0,0,support,medium
-0.51,0.99,4,211,3,0,0,0,support,medium
-0.94,0.71,4,189,3,0,0,0,support,medium
-0.74,0.66,3,254,2,0,0,0,support,medium
-0.52,0.54,5,239,3,0,0,0,support,medium
-0.31,0.92,4,133,6,0,0,0,support,medium
-0.72,0.59,3,255,2,0,0,0,support,high
-0.92,1,3,212,2,0,0,0,support,low
-0.56,0.64,3,270,3,0,0,0,support,medium
-0.76,0.45,5,177,6,0,0,0,support,medium
-0.59,0.9,4,261,4,0,0,0,technical,medium
-0.5,0.74,3,220,3,0,0,0,technical,medium
-0.88,0.72,2,144,4,1,0,0,technical,low
-0.86,0.49,4,274,2,0,0,0,management,low
-0.66,0.99,4,195,3,0,0,0,IT,low
-0.7,0.69,4,158,3,0,0,0,IT,low
-0.98,0.93,5,145,4,0,0,0,IT,low
-0.61,0.73,3,165,3,1,0,0,IT,low
-0.57,0.66,4,270,2,0,0,0,IT,low
-0.84,0.91,5,208,3,0,0,0,product_mng,low
-0.76,0.4,2,245,5,0,0,0,product_mng,medium
-0.64,0.99,4,180,4,0,0,0,product_mng,medium
-0.87,0.7,5,225,3,0,0,0,product_mng,medium
-0.62,0.69,3,261,2,0,0,0,IT,medium
-0.16,0.99,3,213,6,1,0,1,RandD,medium
-0.83,0.87,3,230,3,0,0,1,RandD,medium
-0.36,0.59,2,198,2,0,0,1,RandD,medium
-0.47,0.51,6,190,5,0,0,1,RandD,medium
-0.54,0.51,4,137,4,0,0,1,RandD,medium
-0.83,0.83,3,186,3,1,0,1,marketing,medium
-0.96,0.68,4,137,2,0,0,1,sales,medium
-0.91,0.74,5,192,3,0,0,1,accounting,medium
-0.56,0.59,4,164,3,0,0,1,support,medium
-0.73,0.66,6,195,3,0,0,1,technical,medium
-0.97,0.63,4,151,3,0,0,1,management,medium
-0.75,0.74,5,231,3,0,0,1,marketing,medium
-0.49,0.76,3,257,2,1,0,0,marketing,medium
-0.57,0.94,4,257,3,0,0,0,marketing,medium
-0.41,0.58,5,274,2,1,0,0,sales,medium
-0.53,0.7,3,138,2,0,0,0,sales,medium
-0.93,0.6,4,184,3,0,0,0,sales,medium
-0.58,0.9,3,151,3,0,0,0,sales,medium
-0.6,0.54,3,265,3,1,0,0,sales,medium
-0.74,0.8,4,241,2,0,0,0,sales,medium
-0.62,0.52,3,148,3,0,0,0,sales,medium
-0.7,0.76,5,165,3,0,0,0,sales,medium
-0.93,0.75,3,243,2,0,0,0,sales,medium
-0.75,0.9,4,197,2,0,0,0,sales,medium
-0.95,0.48,5,214,6,1,0,1,sales,medium
-0.43,0.98,4,164,3,0,0,1,sales,medium
-0.77,0.58,4,243,4,1,0,1,sales,medium
-0.67,1,4,145,3,1,0,1,sales,medium
-0.51,0.72,4,163,4,0,0,1,sales,medium
-0.94,0.53,5,257,2,0,0,1,sales,medium
-0.9,0.85,3,253,3,0,0,0,sales,medium
-0.8,0.78,4,234,3,0,0,0,sales,medium
-0.34,0.89,5,266,6,0,0,0,sales,medium
-0.45,0.53,3,181,4,1,0,0,accounting,low
-0.97,0.66,4,193,4,0,0,0,accounting,low
-0.5,0.48,3,163,4,0,0,0,accounting,low
-0.89,0.62,5,144,2,0,0,0,hr,low
-0.76,0.5,4,245,3,0,0,0,hr,low
-0.66,0.84,4,197,2,0,0,0,hr,low
-0.74,0.63,3,180,2,0,0,0,hr,low
-0.69,0.74,4,237,3,0,0,0,technical,low
-0.59,0.57,2,170,3,0,0,0,technical,low
-1,0.85,3,150,3,0,0,0,technical,low
-0.61,0.75,2,100,4,0,0,0,technical,low
-0.98,0.42,5,226,3,0,0,0,technical,low
-0.59,0.71,5,222,3,0,0,0,technical,low
-0.22,0.69,4,182,6,0,0,0,technical,low
-0.71,0.95,3,150,2,0,0,0,technical,low
-0.86,0.53,4,244,3,0,0,0,technical,medium
-0.65,0.59,5,271,3,0,0,0,technical,medium
-0.93,0.67,5,167,3,0,0,0,technical,medium
-0.49,0.69,2,128,2,0,0,0,support,medium
-0.78,0.77,3,149,4,1,0,0,support,medium
-0.62,0.7,4,141,4,0,0,0,support,medium
-0.72,0.63,3,149,2,0,0,0,support,medium
-0.7,0.56,4,107,6,0,0,0,support,medium
-0.54,0.93,5,189,2,0,0,0,support,medium
-0.61,0.95,4,169,4,0,0,0,support,medium
-0.84,0.95,4,208,3,1,0,0,support,medium
-0.8,0.58,3,197,3,0,0,0,support,medium
-0.58,0.5,4,225,3,0,0,0,support,high
-0.97,0.87,2,175,6,0,0,0,support,high
-0.92,0.55,3,172,2,0,0,0,technical,high
-0.96,0.51,3,237,4,0,0,0,technical,high
-0.73,0.87,4,155,3,1,0,0,technical,high
-0.73,0.71,4,148,3,0,0,0,management,high
-0.53,0.83,4,246,3,0,0,0,IT,high
-0.17,0.82,5,193,5,0,0,0,IT,high
-0.75,0.76,5,175,4,0,0,0,IT,low
-0.76,0.44,3,121,4,0,0,0,IT,low
-0.76,0.77,4,223,3,0,0,0,IT,low
-0.92,0.55,3,259,3,0,0,0,product_mng,low
-0.82,0.88,4,171,2,0,0,0,product_mng,low
-0.38,0.5,2,170,3,0,0,0,product_mng,low
-0.49,0.72,4,246,3,0,0,0,product_mng,low
-0.53,0.8,3,175,3,0,0,0,IT,low
-0.56,0.59,3,185,2,0,0,0,RandD,medium
-0.69,0.98,3,168,2,0,0,0,RandD,medium
-0.62,0.99,4,171,3,0,0,0,RandD,medium
-0.71,0.76,3,201,2,0,0,0,RandD,medium
-0.52,1,4,148,3,0,0,0,RandD,medium
-0.2,0.53,6,189,4,0,0,0,marketing,medium
-0.93,0.61,3,166,3,0,0,0,sales,medium
-0.74,0.81,4,150,2,0,0,0,accounting,medium
-0.78,0.45,3,253,6,0,0,1,support,medium
-0.85,0.79,3,243,2,0,0,1,technical,medium
-0.79,0.56,5,250,2,1,0,1,management,medium
-0.92,0.91,3,228,2,0,0,1,marketing,medium
-0.58,0.97,3,186,3,0,0,1,marketing,medium
-0.68,0.72,3,213,3,0,0,1,marketing,medium
-0.9,0.67,4,233,3,0,0,1,sales,medium
-0.67,0.71,5,265,2,0,0,1,sales,medium
-0.79,0.73,4,226,3,0,0,0,sales,medium
-0.23,0.48,5,221,6,0,0,0,sales,medium
-0.98,0.99,3,253,4,0,0,0,sales,medium
-0.8,0.75,3,134,4,0,0,0,sales,medium
-0.77,0.84,3,188,4,0,0,0,sales,medium
-1,0.91,3,160,4,0,0,0,sales,medium
-0.6,0.92,4,164,4,0,0,0,sales,medium
-0.49,0.54,6,214,3,0,0,0,sales,high
-0.91,0.99,5,228,4,1,0,0,sales,low
-0.97,0.52,5,149,3,1,0,0,sales,medium
-0.71,0.76,3,175,2,0,0,0,sales,medium
-0.62,0.91,3,195,3,0,0,0,sales,medium
-0.61,0.92,3,222,4,0,0,0,sales,medium
-0.21,0.6,5,249,4,0,0,0,sales,medium
-0.64,0.97,2,226,3,1,0,0,sales,medium
-0.61,0.65,2,117,2,1,0,0,sales,medium
-0.58,0.75,4,255,3,0,0,0,sales,medium
-0.41,0.9,6,155,2,0,0,0,accounting,medium
-0.98,0.73,5,185,3,0,0,0,accounting,medium
-0.5,0.88,4,275,5,0,0,0,accounting,low
-0.98,0.61,3,226,2,0,0,0,hr,low
-0.4,0.85,4,198,2,0,0,0,hr,low
-0.63,0.92,2,198,2,0,0,0,hr,low
-0.75,0.53,4,251,3,0,0,0,hr,low
-0.82,0.84,3,237,2,0,0,0,technical,low
-0.55,0.62,5,197,2,0,0,0,technical,low
-0.44,0.36,2,136,3,0,0,0,technical,high
-0.92,0.88,3,184,3,1,0,0,technical,low
-0.57,0.56,2,159,3,0,0,0,technical,high
-0.73,0.86,4,133,3,0,0,0,technical,high
-0.82,0.92,5,198,3,0,0,0,technical,low
-0.54,0.75,3,260,2,0,0,0,technical,low
-0.64,0.95,3,154,4,0,0,0,technical,high
-0.99,0.76,4,185,5,0,0,0,technical,low
-0.19,0.92,5,193,6,0,0,0,technical,medium
-0.86,0.96,4,167,3,0,0,0,support,high
-0.65,0.66,5,165,3,0,0,0,support,medium
-0.52,0.81,3,253,2,0,0,0,support,medium
-0.85,0.49,4,142,3,0,0,0,support,medium
-0.61,0.64,5,186,4,0,0,0,support,medium
-0.77,0.57,4,203,3,1,0,0,support,high
-0.54,0.94,4,217,2,0,0,0,support,medium
-0.76,0.74,4,187,3,0,0,0,support,medium
-0.79,0.9,3,152,4,0,0,0,support,medium
-0.89,0.93,5,150,2,0,0,0,support,high
-0.6,0.8,3,191,2,0,0,0,support,medium
-0.51,0.58,4,140,3,0,0,0,technical,high
-0.2,0.72,5,123,2,1,0,0,technical,low
-0.93,0.6,5,170,2,0,0,0,technical,medium
-0.77,0.54,3,227,4,0,0,0,management,medium
-0.8,0.87,4,220,2,0,0,0,IT,medium
-0.8,0.97,5,258,3,0,0,0,IT,medium
-0.62,0.92,5,149,3,0,0,0,IT,low
-0.79,0.72,4,192,3,0,0,0,IT,low
-0.88,0.73,5,267,3,0,0,0,IT,low
-0.96,0.73,5,169,3,1,0,0,product_mng,low
-0.34,0.69,2,178,3,0,0,0,product_mng,low
-0.34,0.65,2,165,4,0,0,0,product_mng,low
-0.88,0.85,4,231,3,0,0,0,product_mng,low
-0.66,0.61,3,260,3,0,0,0,IT,low
-0.55,0.71,4,181,2,1,0,0,RandD,low
-0.59,0.51,3,243,2,0,0,0,RandD,low
-0.62,0.73,4,191,3,0,0,0,RandD,high
-0.78,0.93,3,200,3,0,0,0,RandD,low
-0.73,0.75,5,265,3,0,0,0,RandD,low
-0.71,0.94,4,246,3,0,0,0,marketing,low
-0.97,0.86,3,187,2,0,0,0,sales,low
-0.21,0.74,5,141,4,0,0,0,accounting,high
-0.52,0.96,4,246,3,0,0,0,support,low
-0.73,0.88,4,236,3,1,0,0,technical,low
-0.74,0.83,3,170,3,0,0,0,management,low
-0.26,0.71,6,189,2,0,0,0,marketing,high
-0.52,0.78,4,237,3,0,0,0,marketing,low
-0.69,0.54,4,180,3,0,0,0,marketing,medium
-0.79,0.59,2,157,6,0,0,0,sales,high
-0.93,0.62,4,258,3,0,0,0,sales,medium
-0.34,0.87,4,283,2,0,0,0,sales,high
-0.77,0.52,4,216,3,0,0,0,sales,medium
-0.36,0.73,3,187,3,0,0,0,sales,medium
-0.93,0.58,3,215,3,0,0,0,sales,medium
-0.7,0.58,3,211,3,0,0,0,sales,medium
-0.51,0.49,4,182,2,0,0,0,sales,medium
-0.83,0.78,3,165,3,1,0,0,sales,medium
-0.89,0.89,4,265,2,0,0,0,sales,medium
-0.94,0.59,3,137,2,0,0,0,sales,medium
-0.8,0.55,4,269,3,0,0,0,sales,high
-0.74,0.66,3,177,2,0,0,0,sales,low
-0.5,0.91,3,240,2,0,0,0,sales,medium
-0.54,0.84,4,174,2,0,0,0,sales,medium
-0.5,0.54,3,134,3,0,0,0,sales,medium
-0.17,0.91,2,271,4,0,0,0,sales,medium
-0.57,0.53,5,216,2,1,0,0,sales,medium
-0.8,0.51,4,213,3,0,0,0,sales,medium
-0.45,0.64,5,133,4,0,0,0,accounting,medium
-0.87,0.5,4,267,2,1,0,0,accounting,medium
-0.98,0.64,3,263,4,0,0,0,accounting,medium
-0.55,0.8,4,260,3,0,0,0,hr,high
-0.53,0.5,4,185,3,0,0,0,hr,low
-0.75,0.48,2,284,6,0,0,0,hr,low
-0.96,0.59,3,229,3,0,0,0,hr,low
-0.71,0.97,3,189,3,1,0,0,technical,high
-0.7,0.63,3,209,3,0,0,0,technical,low
-0.33,0.94,4,166,6,0,0,0,technical,low
-0.93,0.94,3,183,2,0,0,0,technical,low
-0.64,0.65,3,181,2,0,0,0,technical,high
-0.27,0.45,3,239,4,0,0,0,technical,low
-0.99,0.99,3,158,2,0,0,0,technical,low
-0.81,0.62,3,187,3,0,0,0,technical,low
-0.6,0.91,4,236,3,0,0,0,technical,low
-0.32,0.4,6,162,5,0,0,0,technical,low
-0.48,0.68,4,163,2,1,0,0,technical,low
-0.87,0.51,4,173,3,0,0,0,support,low
-0.91,0.79,5,273,4,1,0,0,support,medium
-0.24,0.89,5,142,4,0,0,0,support,medium
-0.66,0.56,4,141,4,0,0,0,support,medium
-0.94,0.59,3,234,2,0,0,0,support,medium
-0.93,0.97,5,255,4,0,0,0,support,medium
-0.19,0.55,5,148,4,0,0,0,support,medium
-0.88,0.45,5,274,2,1,0,0,support,medium
-0.76,0.47,3,223,2,0,0,0,support,medium
-0.67,0.64,5,248,3,0,0,0,support,medium
-0.54,0.5,4,146,2,0,0,0,support,medium
-0.53,0.95,2,101,5,0,0,0,technical,medium
-0.67,0.92,4,265,4,0,0,0,technical,medium
-0.5,0.38,5,175,4,0,0,0,technical,high
-0.49,0.76,4,202,3,0,0,0,management,low
-0.82,0.71,3,160,3,0,0,0,IT,medium
-0.86,0.71,3,235,3,0,0,0,IT,medium
-0.5,0.5,4,267,3,0,0,0,IT,medium
-0.82,0.6,3,261,2,1,0,0,IT,medium
-0.95,0.78,2,148,2,0,0,0,IT,low
-0.64,0.87,3,239,4,0,0,0,product_mng,low
-0.91,0.5,3,178,2,0,0,0,product_mng,low
-0.79,0.75,2,221,3,0,0,0,product_mng,low
-0.83,0.56,4,269,3,0,0,0,product_mng,low
-0.66,0.6,3,262,2,1,0,0,IT,low
-0.92,0.8,4,263,4,0,0,0,RandD,low
-0.59,0.47,5,191,3,0,0,0,RandD,low
-0.6,0.83,2,189,2,0,0,0,RandD,low
-0.68,0.97,5,207,4,1,0,0,RandD,low
-0.58,0.73,3,265,6,0,0,0,RandD,low
-0.93,0.77,5,224,2,0,0,0,marketing,low
-0.66,0.5,3,229,3,0,0,0,marketing,low
-0.8,0.99,3,158,3,0,0,0,sales,low
-0.28,0.79,5,202,5,0,0,0,accounting,low
-0.84,0.59,4,216,2,0,0,0,support,low
-0.86,0.58,4,220,5,0,0,0,technical,low
-0.46,0.45,2,172,2,1,0,0,management,low
-0.94,0.92,3,187,2,0,0,0,marketing,low
-0.8,0.76,3,270,2,1,0,0,marketing,low
-0.13,0.63,6,219,6,0,0,0,marketing,low
-0.95,0.73,3,243,3,1,0,0,sales,medium
-0.93,0.88,4,261,4,0,0,0,sales,medium
-0.86,0.81,4,179,3,0,0,0,sales,medium
-0.67,0.93,5,133,2,0,0,0,sales,medium
-0.73,0.6,4,224,3,0,0,0,sales,medium
-0.62,0.92,4,198,2,0,0,0,sales,medium
-0.53,0.81,5,135,2,0,0,0,sales,medium
-0.68,0.68,3,143,3,0,0,0,sales,medium
-0.69,0.55,4,234,2,0,0,0,sales,medium
-0.66,0.92,3,177,3,0,0,0,sales,medium
-0.98,0.56,5,180,3,0,0,0,sales,medium
-0.57,0.39,3,193,6,0,0,0,sales,medium
-0.64,0.78,5,148,4,0,0,0,sales,high
-0.71,0.58,3,194,4,0,0,0,sales,low
-0.94,0.7,3,271,4,0,0,0,sales,medium
-0.8,0.85,3,135,2,0,0,0,sales,medium
-0.59,0.94,4,136,2,0,0,0,sales,medium
-0.95,0.7,6,243,3,0,0,0,sales,medium
-1,0.39,2,210,5,0,0,0,sales,low
-0.53,0.59,3,163,4,0,0,0,accounting,low
-0.35,0.59,5,268,3,0,0,0,accounting,low
-0.73,0.66,3,244,3,0,0,0,accounting,low
-0.89,0.63,4,164,3,0,0,0,hr,low
-0.21,0.93,4,260,3,0,0,0,hr,low
-0.21,0.85,5,153,3,0,0,0,hr,low
-0.6,0.83,4,216,2,1,0,0,hr,low
-0.94,0.69,2,198,3,0,0,0,technical,low
-0.92,0.68,4,196,3,1,0,0,technical,low
-0.92,0.78,3,218,3,0,0,0,technical,low
-0.71,0.98,5,167,3,0,0,0,technical,low
-0.69,0.83,4,264,3,0,0,0,technical,low
-0.26,0.51,2,284,2,0,0,0,technical,low
-0.21,0.78,4,218,6,0,0,0,technical,low
-0.36,0.42,2,192,2,0,0,0,technical,low
-0.81,0.92,5,255,4,1,0,0,technical,low
-0.54,0.88,3,251,2,0,0,0,technical,low
-0.63,0.87,5,248,2,0,0,0,technical,low
-0.86,0.75,5,157,4,0,0,0,support,low
-0.8,0.79,5,240,2,0,0,0,support,low
-0.55,0.58,5,262,3,0,0,0,support,medium
-0.18,0.6,3,130,2,1,0,0,support,medium
-0.88,0.98,3,152,3,0,0,0,support,medium
-0.65,0.86,4,256,2,0,0,0,support,medium
-0.99,1,3,139,2,0,0,0,support,medium
-0.88,0.93,4,195,2,0,0,0,support,medium
-0.67,0.59,3,205,5,0,0,0,support,medium
-0.53,0.59,4,265,2,0,0,0,support,medium
-0.83,0.61,5,246,3,0,0,0,support,medium
-0.36,0.71,3,100,3,0,0,0,technical,medium
-0.62,0.64,5,150,3,1,0,0,technical,medium
-0.72,0.67,4,147,2,0,0,0,technical,medium
-0.79,0.54,4,244,3,0,0,0,management,high
-1,0.87,4,256,3,0,0,0,IT,low
-0.65,0.52,4,266,3,1,0,0,IT,medium
-0.84,0.91,3,199,4,0,0,0,IT,medium
-0.81,0.59,2,236,3,0,0,0,IT,medium
-0.59,0.51,3,203,2,1,0,0,IT,medium
-0.78,0.53,3,156,3,0,0,0,product_mng,low
-0.22,0.52,5,109,4,0,0,0,product_mng,low
-0.96,0.98,5,248,3,0,0,0,product_mng,low
-0.85,0.8,4,254,2,0,0,0,product_mng,low
-0.12,0.73,6,166,3,0,0,0,IT,low
-0.6,0.68,4,264,2,1,0,0,RandD,low
-0.93,0.84,5,266,3,0,0,0,RandD,low
-0.73,0.86,4,138,2,0,0,0,RandD,low
-0.7,0.66,3,151,2,0,0,0,RandD,low
-0.18,0.59,4,132,3,0,0,0,RandD,low
-0.81,0.6,4,133,3,0,0,0,RandD,low
-0.28,0.9,4,275,6,0,0,0,marketing,low
-0.74,0.79,3,275,3,0,0,0,sales,low
-0.5,0.74,4,272,5,0,0,0,accounting,low
-0.83,0.85,4,201,2,1,0,0,support,low
-0.55,0.66,3,164,2,0,0,0,technical,low
-0.77,0.94,4,224,2,0,0,0,management,low
-0.92,0.58,4,201,2,0,0,0,marketing,low
-0.59,0.89,5,169,2,1,0,0,marketing,low
-0.45,0.72,4,149,3,0,0,0,marketing,low
-0.76,0.97,3,271,3,0,0,0,sales,low
-0.89,0.69,4,137,3,0,0,0,sales,medium
-0.73,0.5,3,208,2,0,0,0,sales,medium
-0.65,0.7,3,231,3,0,0,0,sales,medium
-0.14,0.96,3,196,5,1,0,0,sales,medium
-0.3,0.47,2,159,4,0,0,0,sales,medium
-0.53,0.82,5,184,3,0,0,0,sales,medium
-0.66,0.89,3,257,3,0,0,0,sales,medium
-0.84,0.59,3,234,2,0,0,0,sales,medium
-0.74,0.97,3,239,4,1,0,0,sales,medium
-0.56,0.4,2,255,3,0,0,0,sales,medium
-0.42,0.47,4,146,3,1,0,0,sales,medium
-0.29,0.8,5,103,6,0,0,0,sales,medium
-0.54,0.72,5,206,4,0,0,0,sales,high
-0.8,0.52,3,253,2,1,0,0,sales,low
-0.89,0.93,4,245,4,0,0,0,sales,medium
-0.92,0.58,3,261,3,1,0,0,sales,medium
-0.87,0.68,4,217,3,0,0,0,sales,medium
-0.76,0.82,4,172,3,1,0,0,sales,medium
-0.64,0.61,3,221,3,0,0,0,accounting,low
-0.83,0.57,2,246,5,1,0,0,accounting,low
-0.55,0.6,3,145,4,0,0,0,accounting,low
-0.83,0.7,5,168,3,0,0,0,hr,low
-0.58,0.62,5,184,3,0,0,0,hr,low
-0.67,0.97,4,186,3,0,0,0,hr,low
-0.65,0.57,3,238,3,0,0,0,hr,low
-0.89,0.95,5,203,3,0,0,0,technical,low
-0.84,0.5,5,195,3,0,0,0,technical,low
-0.5,0.7,5,264,2,0,0,0,technical,low
-0.7,0.51,3,256,3,0,0,0,technical,low
-0.79,0.83,5,268,3,0,0,0,technical,low
-0.19,0.72,6,243,6,1,0,0,technical,low
-0.89,0.5,4,136,2,1,0,0,technical,low
-0.36,0.6,2,136,6,0,0,0,technical,low
-0.62,0.66,5,165,3,0,0,0,technical,low
-0.84,0.93,6,166,4,0,0,0,technical,low
-0.65,0.87,4,267,2,0,0,0,technical,low
-0.65,0.7,4,233,3,0,0,0,support,medium
-0.87,0.92,3,141,2,0,0,0,support,medium
-0.66,0.73,5,249,2,0,0,0,support,medium
-0.83,0.9,3,102,4,0,0,0,support,medium
-0.89,0.63,3,268,3,0,0,0,support,medium
-0.91,0.97,4,139,3,0,0,0,support,medium
-0.91,0.56,3,168,2,0,0,0,support,medium
-0.83,0.5,4,259,2,0,0,0,support,medium
-0.87,0.82,4,248,2,0,0,0,support,medium
-0.62,0.79,3,274,3,0,0,0,support,medium
-0.54,1,3,169,2,0,0,0,support,medium
-0.84,0.53,5,190,3,0,0,0,technical,medium
-0.33,0.82,2,114,5,0,0,0,technical,high
-0.79,0.58,4,191,6,0,0,0,technical,low
-0.31,0.41,2,263,3,0,0,0,management,medium
-0.68,0.81,3,166,2,0,0,0,IT,medium
-0.52,0.7,4,247,5,0,0,0,IT,medium
-0.54,0.64,3,203,4,0,0,0,IT,medium
-0.73,0.78,4,181,4,0,0,0,IT,low
-0.49,0.74,3,229,3,1,0,0,IT,low
-0.37,0.67,2,159,2,0,0,0,product_mng,low
-0.53,0.84,3,151,3,0,0,0,product_mng,low
-0.58,0.75,4,222,3,1,0,0,product_mng,low
-0.2,0.51,2,163,2,0,0,0,product_mng,low
-0.91,0.6,4,163,5,0,0,0,IT,low
-0.53,0.78,2,138,2,0,0,0,RandD,low
-0.99,0.72,4,136,3,0,0,0,RandD,low
-0.97,0.87,3,207,4,0,0,0,RandD,low
-0.18,0.93,3,245,4,1,0,0,RandD,low
-0.83,0.93,6,130,5,0,0,0,RandD,low
-0.49,0.47,4,285,3,0,0,0,RandD,low
-0.74,0.93,3,204,4,0,0,0,marketing,low
-0.7,0.6,3,183,3,0,0,0,sales,low
-0.97,0.91,3,246,2,0,0,0,accounting,low
-0.92,0.91,3,250,4,0,0,0,support,low
-0.94,0.7,3,176,3,0,0,0,technical,low
-1,0.98,3,177,2,0,0,0,management,low
-0.5,0.51,3,169,4,0,0,0,marketing,low
-0.77,0.89,3,142,3,0,0,0,marketing,low
-0.68,0.71,5,135,4,1,0,0,marketing,medium
-0.57,0.43,3,167,3,0,0,0,sales,medium
-0.57,0.61,5,191,4,0,0,0,sales,medium
-0.48,0.97,3,224,6,0,0,0,sales,medium
-0.7,0.95,5,234,6,1,0,0,sales,medium
-0.68,0.43,3,161,2,1,0,0,sales,medium
-0.62,0.68,3,124,3,0,0,0,sales,medium
-0.61,0.51,4,242,3,0,0,0,sales,medium
-0.83,0.77,2,186,2,0,0,0,sales,medium
-0.99,0.8,5,254,5,0,0,0,sales,medium
-0.58,0.72,4,170,2,0,0,0,sales,medium
-0.93,0.83,4,225,2,0,0,0,sales,medium
-0.66,0.5,4,263,3,0,0,0,sales,high
-0.52,0.98,4,148,3,0,0,0,sales,low
-0.5,0.6,5,216,3,0,0,0,sales,medium
-0.16,0.7,5,257,4,0,0,0,sales,medium
-0.62,0.74,4,173,2,0,0,0,sales,medium
-0.49,0.49,6,188,3,0,0,0,sales,medium
-0.56,0.91,4,188,2,1,0,0,sales,low
-0.96,0.59,4,108,6,0,0,0,sales,low
-0.5,0.75,5,179,3,0,0,0,accounting,low
-0.99,0.99,4,195,2,0,0,0,accounting,low
-0.54,0.51,3,265,3,0,0,0,accounting,low
-0.52,0.9,4,285,2,0,0,0,hr,low
-0.81,0.99,5,202,4,0,0,0,hr,low
-0.5,0.73,4,271,2,0,0,0,hr,low
-0.51,0.88,3,202,4,0,0,0,hr,low
-0.41,0.47,6,171,2,0,0,0,technical,low
-0.62,0.72,2,180,2,1,0,0,technical,low
-0.56,0.68,3,269,3,1,0,0,technical,low
-0.96,0.75,3,231,3,0,0,0,technical,low
-0.58,0.64,2,249,2,0,0,0,technical,low
-0.66,0.75,3,228,2,0,0,0,technical,low
-0.56,0.75,2,264,2,0,0,0,technical,low
-0.56,0.93,4,210,3,1,0,0,technical,low
-0.67,0.91,3,256,3,0,0,0,technical,low
-0.72,0.71,5,137,3,0,0,0,technical,low
-0.59,0.79,4,272,3,0,0,0,technical,low
-0.95,0.55,5,185,2,0,0,0,support,low
-1,0.93,3,264,4,0,0,0,support,medium
-0.56,0.64,3,238,3,0,0,0,support,medium
-0.52,0.49,4,98,3,0,0,0,support,medium
-0.88,0.9,4,248,2,0,0,0,support,medium
-0.58,0.84,4,271,2,0,0,0,support,medium
-0.86,0.92,3,180,2,0,0,0,support,medium
-0.19,0.64,5,181,4,1,0,0,support,medium
-0.6,0.6,4,182,3,0,0,0,support,medium
-0.82,0.87,3,204,4,0,0,0,support,medium
-0.64,0.75,4,170,3,0,0,0,support,medium
-0.83,0.67,4,139,3,0,0,0,technical,medium
-0.57,0.75,3,159,2,0,0,0,technical,medium
-0.98,0.92,3,254,3,0,0,0,technical,high
-0.54,0.69,4,168,2,0,0,0,management,low
-0.72,0.66,3,256,2,0,0,0,IT,medium
-0.89,0.87,4,209,2,0,0,0,IT,medium
-0.41,0.57,3,193,3,1,0,0,IT,medium
-0.93,0.62,4,142,2,0,0,0,IT,medium
-0.9,0.9,3,274,3,0,0,0,IT,low
-0.38,0.59,4,276,2,0,0,0,product_mng,low
-0.52,0.88,4,155,3,1,0,0,product_mng,low
-0.99,0.72,3,220,2,1,0,0,product_mng,low
-0.69,0.74,2,271,2,0,0,0,product_mng,low
-0.76,0.76,5,175,3,0,0,0,IT,low
-0.42,0.46,3,128,2,1,0,0,RandD,low
-0.78,0.9,4,104,4,0,0,0,RandD,low
-0.37,0.46,3,173,6,0,0,0,RandD,medium
-0.89,0.39,6,190,3,1,0,0,RandD,medium
-0.93,0.49,5,167,3,0,0,0,RandD,medium
-0.98,0.56,3,187,3,0,0,0,RandD,medium
-0.65,0.56,3,259,3,0,0,0,marketing,medium
-0.3,0.61,3,138,5,0,0,0,sales,medium
-0.97,1,5,251,2,0,0,0,accounting,medium
-0.84,0.49,5,189,2,0,0,0,support,medium
-0.76,0.76,4,149,3,0,0,0,technical,medium
-0.5,0.74,4,246,3,0,0,0,management,medium
-0.48,0.61,3,146,3,0,0,0,marketing,medium
-0.56,0.63,4,204,4,0,0,0,marketing,medium
-0.99,0.77,4,184,3,0,0,0,marketing,medium
-0.65,0.94,4,174,3,0,0,0,sales,medium
-0.92,0.81,3,196,2,0,0,0,sales,medium
-0.88,0.76,3,223,3,0,0,0,sales,medium
-0.99,0.86,3,198,3,0,0,0,sales,medium
-0.96,0.93,5,141,2,1,0,0,sales,medium
-0.55,0.85,4,273,2,0,0,0,sales,medium
-0.71,0.94,4,209,3,0,0,0,sales,medium
-0.72,0.68,3,135,4,0,0,0,sales,medium
-0.23,0.5,5,100,3,0,0,0,sales,medium
-0.78,0.61,3,193,3,0,0,0,sales,medium
-0.82,0.61,3,229,2,0,0,0,sales,medium
-0.49,0.74,4,104,4,0,0,0,sales,medium
-0.96,0.82,4,201,2,0,0,0,sales,high
-0.5,0.78,3,206,3,1,0,1,sales,high
-0.98,0.57,5,141,3,0,0,1,sales,high
-0.85,0.57,4,150,3,0,0,1,sales,high
-0.72,0.75,3,166,3,0,0,1,sales,high
-0.78,0.83,4,252,2,0,0,1,sales,high
-0.62,0.43,2,106,2,0,0,1,sales,high
-0.64,0.38,5,171,6,1,0,1,accounting,high
-0.24,0.5,4,232,3,0,0,1,accounting,high
-0.84,0.78,5,172,2,0,0,1,accounting,high
-0.61,0.61,4,239,2,0,0,1,hr,high
-0.79,0.71,4,222,3,0,0,1,hr,high
-0.86,0.77,3,152,3,0,0,1,hr,low
-0.7,0.54,3,198,3,1,0,1,hr,low
-0.53,0.76,5,143,4,0,0,1,technical,low
-0.58,0.88,3,157,4,0,0,1,technical,low
-0.45,0.55,5,268,2,0,0,0,technical,low
-0.86,0.87,4,183,3,0,0,0,technical,low
-0.95,0.81,4,238,2,0,0,0,technical,low
-0.51,0.84,4,214,2,0,0,0,technical,low
-0.35,0.41,6,244,3,0,0,0,technical,low
-0.99,0.57,3,221,3,0,0,0,technical,low
-0.73,0.49,4,200,2,1,0,0,technical,low
-0.44,0.48,2,226,3,0,0,0,technical,low
-0.43,0.74,4,121,5,1,0,0,technical,low
-0.81,0.77,5,249,2,0,0,0,support,low
-0.77,0.83,3,204,3,0,0,0,support,low
-0.52,0.86,5,256,3,0,0,0,support,medium
-0.21,0.92,2,211,2,0,0,0,support,medium
-0.88,0.93,3,162,3,0,0,0,support,medium
-0.48,0.8,5,235,2,0,0,0,support,medium
-0.21,0.63,5,226,3,0,0,0,support,medium
-0.81,0.53,4,242,3,0,0,0,support,medium
-0.38,0.77,3,173,5,0,0,0,support,medium
-0.67,0.77,5,167,2,0,0,0,support,medium
-0.87,0.94,4,256,2,0,0,0,support,medium
-0.85,0.41,2,229,6,0,0,0,technical,medium
-0.52,0.9,5,176,3,0,0,0,technical,medium
-0.9,0.95,3,133,4,0,0,0,technical,medium
-0.85,0.56,5,203,3,0,0,0,management,high
-0.77,0.52,3,210,3,1,0,0,IT,high
-0.61,0.97,4,198,2,0,0,0,IT,high
-0.74,0.54,3,175,3,1,0,0,IT,high
-0.56,0.85,5,245,3,0,0,0,IT,high
-0.28,0.97,4,102,3,0,0,0,IT,high
-0.86,0.68,2,192,3,0,0,0,product_mng,high
-0.63,0.78,4,160,2,0,0,0,product_mng,high
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-0.84,0.84,6,261,5,0,0,0,product_mng,low
-0.98,0.6,4,191,3,0,0,0,IT,low
-0.51,0.78,5,225,4,0,0,0,RandD,low
-0.71,0.85,4,157,2,0,0,0,RandD,low
-0.88,0.69,3,248,4,0,0,0,RandD,low
-0.16,0.81,2,159,6,1,0,0,RandD,low
-0.98,0.86,4,254,2,1,0,0,RandD,low
-0.81,0.76,3,203,3,0,0,0,RandD,medium
-0.17,0.79,2,126,5,0,0,0,marketing,medium
-0.22,0.65,6,212,4,0,0,0,sales,medium
-0.67,0.69,5,225,3,0,0,0,accounting,medium
-0.72,0.83,5,193,2,0,0,0,support,medium
-0.67,0.91,3,147,3,0,0,0,technical,medium
-0.47,0.55,2,156,2,0,0,0,management,medium
-0.51,0.75,3,234,2,1,0,0,marketing,medium
-0.88,0.71,5,246,3,0,0,0,marketing,medium
-0.48,0.94,4,231,4,0,0,0,marketing,medium
-0.66,0.99,4,209,3,0,0,0,sales,medium
-0.58,0.5,3,144,3,0,0,0,sales,medium
-0.23,0.96,2,234,4,0,0,0,sales,medium
-0.86,0.77,5,230,2,0,0,0,sales,medium
-0.81,0.99,2,156,5,0,0,0,sales,medium
-0.75,0.54,6,138,4,1,0,0,sales,medium
-0.49,0.89,2,233,4,1,0,0,sales,medium
-0.31,0.5,3,262,5,0,0,0,sales,medium
-0.83,0.75,6,215,5,0,0,0,sales,medium
-0.7,0.55,4,227,3,0,0,0,sales,medium
-0.49,0.99,3,199,3,0,0,0,sales,medium
-0.57,0.92,3,238,2,0,0,0,sales,medium
-0.37,0.45,6,100,5,1,0,0,sales,medium
-0.69,0.75,3,179,2,1,0,0,sales,high
-0.62,0.98,4,107,2,0,0,0,sales,low
-0.5,0.68,4,274,4,0,0,0,sales,medium
-0.81,0.73,4,272,2,0,0,0,sales,medium
-0.2,0.41,6,264,3,0,0,0,sales,medium
-0.22,0.58,2,255,5,0,0,0,sales,medium
-0.63,0.79,5,215,2,1,0,0,accounting,medium
-0.68,0.53,3,156,4,0,0,0,accounting,medium
-0.52,0.49,3,146,2,1,0,0,accounting,medium
-0.22,0.52,6,217,6,0,0,0,hr,medium
-0.51,0.82,3,206,4,0,0,0,hr,medium
-0.66,0.92,4,239,3,0,0,0,hr,medium
-0.26,0.37,2,232,3,1,0,0,hr,low
-0.42,0.4,3,160,2,0,0,0,technical,low
-0.86,0.77,5,237,3,1,0,0,technical,low
-0.52,0.68,3,162,4,1,0,0,technical,low
-0.95,0.64,3,138,4,1,0,0,technical,low
-0.63,0.94,2,228,2,1,0,0,technical,low
-1,0.54,3,151,2,1,0,0,technical,low
-0.54,0.58,3,169,2,1,0,0,technical,high
-0.9,0.7,3,147,4,0,0,0,technical,low
-0.49,0.99,6,205,5,0,0,0,technical,high
-0.81,0.6,3,140,2,0,0,0,technical,high
-0.5,0.66,4,150,4,0,0,0,technical,low
-0.7,0.88,4,191,3,1,0,0,support,low
-0.5,0.85,4,150,2,0,0,0,support,high
-0.98,0.66,2,255,3,0,0,0,support,low
-0.86,0.51,3,230,3,0,0,0,support,medium
-0.93,0.77,3,202,5,0,0,0,support,high
-0.62,0.75,3,180,3,0,0,0,support,medium
-0.64,0.57,3,179,3,0,0,0,support,medium
-0.66,0.94,4,198,3,1,0,0,support,medium
-0.65,0.86,4,267,2,0,0,0,support,medium
-0.89,0.84,3,166,2,0,0,0,support,high
-0.77,0.58,4,162,2,0,0,0,support,medium
-0.4,0.36,4,128,4,0,0,0,technical,medium
-0.36,0.44,4,114,4,0,0,0,technical,medium
-0.3,0.48,2,104,2,0,0,0,technical,high
-0.9,0.64,4,139,3,1,0,0,management,medium
-0.23,0.49,5,214,5,0,0,0,IT,high
-0.24,0.79,2,175,5,0,0,0,IT,low
-0.98,0.92,4,175,2,0,0,0,IT,medium
-0.49,0.48,2,186,2,0,0,0,IT,medium
-0.23,0.48,3,139,4,0,0,0,IT,medium
-0.79,0.71,3,202,3,0,0,0,product_mng,medium
-0.21,0.76,4,165,6,1,0,0,product_mng,low
-0.38,0.92,5,238,2,0,0,0,product_mng,low
-0.17,0.59,4,179,4,0,0,0,product_mng,low
-0.56,0.69,5,239,2,1,0,0,IT,low
-0.97,0.7,5,195,2,1,0,0,RandD,low
-0.22,0.78,6,206,6,0,0,0,RandD,low
-0.84,0.88,3,194,3,0,0,0,RandD,low
-0.64,0.63,5,105,5,1,0,0,RandD,low
-0.78,0.69,5,256,3,0,0,0,RandD,low
-0.23,0.4,6,110,4,1,0,0,marketing,low
-0.99,0.82,6,185,4,1,0,0,sales,high
-0.15,0.76,4,255,6,0,0,0,accounting,low
-0.24,0.96,3,174,6,0,0,0,support,low
-0.84,0.71,4,273,3,0,0,0,technical,low
-0.82,0.58,2,248,6,0,0,0,management,low
-0.17,0.86,3,286,6,0,0,0,marketing,high
-0.72,0.71,5,248,2,0,0,0,marketing,low
-0.86,0.91,3,234,3,1,0,0,marketing,low
-0.75,0.55,3,162,3,0,0,0,sales,low
-0.93,0.82,5,272,3,0,0,0,sales,high
-0.75,0.52,3,260,3,1,0,0,sales,low
-0.45,0.55,3,151,3,0,0,0,sales,medium
-0.44,0.87,2,140,4,0,0,0,sales,high
-0.55,0.9,5,237,3,0,0,0,sales,medium
-0.78,0.56,5,252,2,0,0,0,sales,high
-0.5,0.52,4,178,3,0,0,0,sales,medium
-0.96,0.66,4,268,3,0,0,0,sales,medium
-0.72,0.53,5,244,4,0,0,0,sales,medium
-0.77,0.55,3,225,3,0,0,0,sales,medium
-0.89,0.94,5,223,3,0,0,0,sales,medium
-0.58,0.79,4,149,6,0,0,0,sales,medium
-0.75,0.96,5,190,3,0,0,0,sales,medium
-0.77,0.8,4,167,3,0,0,0,sales,medium
-0.76,0.87,4,161,3,0,0,0,sales,high
-0.87,0.76,4,218,2,0,0,0,sales,low
-0.95,0.74,3,212,3,0,0,0,sales,medium
-0.73,0.54,3,150,3,0,0,0,sales,medium
-0.2,0.56,5,181,6,0,0,0,accounting,medium
-0.55,0.43,3,120,6,1,0,0,accounting,medium
-0.21,0.53,3,229,5,0,0,0,accounting,medium
-0.91,0.74,3,139,5,1,0,0,hr,medium
-0.61,0.87,4,151,3,0,0,0,hr,medium
-0.89,0.59,4,230,3,0,0,0,hr,medium
-0.65,0.76,4,193,2,0,0,0,hr,medium
-0.7,0.48,4,229,2,0,0,0,technical,high
-0.79,0.95,3,222,4,0,0,0,technical,low
-0.99,0.67,3,200,2,0,0,0,technical,low
-0.52,0.77,4,134,4,0,0,0,technical,low
-0.71,0.97,3,219,3,0,0,0,technical,high
-0.21,0.58,5,197,4,0,0,0,technical,low
-0.4,0.62,3,283,5,0,0,0,technical,low
-0.74,0.75,4,149,3,0,0,0,technical,low
-0.79,0.6,4,161,3,0,0,0,technical,high
-0.88,0.58,5,264,3,0,0,0,technical,low
-0.89,0.93,4,137,2,0,0,0,technical,low
-0.61,0.72,3,144,2,0,0,0,support,low
-0.48,0.54,4,105,5,1,0,0,support,low
-0.81,0.98,6,196,2,0,0,0,support,low
-0.71,0.74,3,250,3,0,0,0,support,low
-0.92,0.53,3,253,3,0,0,0,support,low
-0.99,0.71,4,199,4,0,0,0,support,medium
-0.74,0.55,6,130,2,0,0,0,support,medium
-1,0.94,3,257,4,0,0,0,support,medium
-0.81,0.55,3,127,4,0,0,0,support,medium
-0.59,0.7,2,153,2,0,0,0,support,medium
-0.9,0.58,5,260,2,0,0,0,support,medium
-0.98,0.9,4,247,2,0,0,0,technical,medium
-0.56,0.55,3,250,4,0,0,0,technical,medium
-0.86,0.89,4,136,4,0,0,0,technical,medium
-0.82,0.59,3,210,3,0,0,0,management,medium
-0.94,0.53,4,183,3,0,0,0,IT,medium
-0.68,0.96,4,255,3,0,0,0,IT,medium
-0.81,0.69,5,109,2,0,0,0,IT,high
-0.59,0.59,3,173,3,0,0,0,IT,low
-0.54,0.82,4,266,2,0,0,0,IT,medium
-0.77,0.87,5,257,2,0,0,0,product_mng,medium
-0.62,0.61,6,103,4,0,0,0,product_mng,medium
-0.58,0.57,5,105,6,0,0,0,product_mng,medium
-0.63,0.84,3,269,2,0,0,0,product_mng,low
-0.78,1,4,154,2,0,0,0,IT,low
-0.82,0.78,5,232,3,0,0,0,RandD,low
-0.73,0.86,3,215,4,0,0,0,RandD,low
-0.53,0.74,4,272,2,1,0,0,RandD,low
-0.88,0.62,4,221,2,0,0,0,RandD,low
-0.65,0.6,4,200,4,0,0,0,RandD,low
-0.57,0.61,5,254,5,0,0,0,marketing,low
-0.93,0.76,5,187,3,0,0,0,marketing,low
-0.83,0.64,2,192,2,0,0,0,sales,low
-0.73,0.45,5,232,4,0,0,0,accounting,low
-0.78,0.67,4,221,3,1,0,0,support,low
-0.9,0.62,3,233,5,1,0,0,technical,low
-0.59,0.66,3,166,3,1,0,0,management,low
-0.67,0.89,2,173,3,0,0,0,marketing,low
-0.59,0.51,4,184,2,0,0,0,marketing,low
-0.53,0.54,4,257,3,1,0,0,marketing,low
-0.56,0.73,4,226,2,0,0,0,sales,low
-0.72,0.89,3,221,3,0,0,0,sales,low
-0.81,0.49,2,205,5,1,0,0,sales,low
-0.54,0.68,3,158,3,0,0,0,sales,low
-0.91,0.87,3,199,3,0,0,0,sales,medium
-0.51,0.96,3,192,3,0,0,0,sales,medium
-0.59,0.39,4,190,5,0,0,0,sales,medium
-0.64,0.86,5,222,3,0,0,0,sales,medium
-0.95,0.68,5,225,3,0,0,0,sales,medium
-0.75,0.69,3,274,2,0,0,0,sales,medium
-0.44,0.38,3,197,2,0,0,0,sales,medium
-0.55,0.6,4,176,3,0,0,0,sales,medium
-0.6,0.81,3,226,2,0,0,0,sales,medium
-0.84,0.58,5,186,2,0,0,0,sales,medium
-0.49,0.65,3,226,3,0,0,0,sales,medium
-0.75,0.71,4,209,3,0,0,0,sales,medium
-0.35,0.81,5,182,5,0,0,0,sales,high
-0.68,0.78,3,232,3,0,0,0,sales,low
-0.52,0.53,2,286,3,0,0,0,sales,medium
-0.78,0.57,3,177,3,0,0,0,accounting,medium
-0.44,0.92,6,268,4,1,0,0,accounting,medium
-0.18,0.86,5,267,4,0,0,0,accounting,medium
-0.37,0.52,4,211,4,0,0,0,hr,low
-0.71,0.76,3,246,3,0,0,0,hr,low
-0.55,0.83,5,220,3,0,0,0,hr,low
-0.98,0.78,3,197,2,0,0,0,hr,low
-0.88,0.53,3,188,3,0,0,0,technical,low
-0.79,0.9,5,212,5,0,0,0,technical,low
-0.96,0.66,3,230,3,0,0,0,technical,low
-0.3,0.55,6,178,2,0,0,0,technical,low
-0.59,0.9,4,226,2,0,0,0,technical,low
-0.72,0.55,4,202,3,0,0,0,technical,low
-0.59,0.87,4,191,2,0,0,0,technical,low
-0.93,0.68,2,150,3,0,0,0,technical,low
-0.49,0.86,5,235,5,0,0,0,technical,low
-0.73,0.95,3,258,3,0,0,0,technical,low
-0.53,0.6,5,247,3,0,0,0,technical,low
-0.77,0.83,6,271,3,0,0,0,support,low
-0.45,0.62,6,129,5,0,0,0,support,low
-0.95,0.78,5,246,3,0,0,0,support,low
-0.86,0.69,5,157,4,0,0,0,support,low
-0.59,0.58,4,233,4,0,0,0,support,low
-0.95,0.63,4,153,3,0,0,0,support,low
-0.7,0.92,4,142,2,1,0,0,support,medium
-0.56,0.64,5,241,3,1,0,0,support,medium
-0.5,0.92,3,186,2,0,0,0,support,medium
-0.76,0.92,4,154,3,0,0,0,support,medium
-0.85,0.77,5,263,3,0,0,0,support,medium
-0.98,1,5,150,3,0,0,0,technical,medium
-0.65,0.4,2,277,2,0,0,0,technical,medium
-0.44,0.97,4,240,5,1,0,0,technical,medium
-0.55,0.97,3,222,2,0,0,0,management,medium
-0.16,0.8,4,140,5,1,0,0,IT,medium
-0.16,0.9,6,213,2,0,0,0,IT,medium
-0.75,1,4,272,4,1,0,0,IT,medium
-0.59,0.57,4,261,2,0,0,0,IT,high
-0.48,0.87,3,236,2,0,0,0,IT,low
-0.18,0.68,6,154,5,0,0,0,product_mng,medium
-0.8,0.72,3,271,2,0,0,0,product_mng,medium
-0.8,0.88,3,154,2,0,0,0,product_mng,medium
-0.15,0.52,4,207,4,0,0,0,product_mng,medium
-0.62,0.86,4,181,2,0,0,0,IT,low
-0.21,0.99,6,165,4,1,0,0,RandD,low
-0.9,0.82,3,203,2,0,0,0,RandD,low
-0.51,1,4,197,2,0,0,0,RandD,low
-0.99,0.9,4,177,3,0,0,0,RandD,low
-0.71,0.49,4,273,2,1,0,0,RandD,low
-0.89,0.93,4,141,2,0,0,0,marketing,low
-0.74,0.67,4,158,3,0,0,0,sales,low
-0.84,0.85,3,243,2,0,0,0,accounting,low
-0.4,0.64,3,188,3,0,0,0,support,low
-1,0.71,4,216,2,0,0,0,technical,low
-0.48,0.51,5,286,3,0,0,0,management,low
-0.99,0.6,3,262,2,0,0,0,marketing,low
-0.73,0.81,5,173,3,0,0,0,marketing,low
-0.84,0.91,3,247,4,0,0,0,marketing,low
-0.55,0.7,3,237,4,0,0,0,sales,low
-0.44,0.99,5,119,2,0,0,0,sales,low
-0.95,0.67,4,227,3,0,0,0,sales,low
-0.76,0.65,4,195,3,0,0,0,sales,low
-0.94,0.7,6,217,5,0,0,0,sales,low
-0.85,0.5,4,267,3,0,0,0,sales,low
-0.57,0.62,3,154,2,0,0,0,sales,medium
-0.67,0.49,5,161,2,0,0,0,sales,medium
-0.7,0.67,3,179,3,1,0,0,sales,medium
-0.67,0.55,4,214,3,1,0,0,sales,medium
-0.72,0.84,3,167,3,0,0,0,sales,medium
-0.71,0.53,6,203,3,0,0,0,sales,medium
-0.51,0.8,4,231,3,0,0,0,sales,medium
-0.98,0.65,4,263,2,1,0,0,sales,medium
-0.52,0.83,2,227,4,0,0,0,sales,medium
-0.21,0.9,4,235,4,0,0,0,sales,medium
-0.43,0.93,6,127,3,1,0,0,sales,medium
-0.91,0.62,4,158,3,1,0,0,sales,medium
-0.74,0.85,4,105,5,0,0,0,sales,high
-0.34,0.81,3,257,5,0,0,0,accounting,low
-0.28,0.46,4,260,2,0,0,0,accounting,medium
-0.7,0.79,6,145,3,0,0,0,accounting,medium
-0.53,0.59,2,201,3,1,0,0,hr,medium
-0.97,0.51,4,241,4,0,0,0,hr,medium
-0.96,0.59,3,214,2,0,0,0,hr,low
-0.74,0.53,4,166,3,0,0,0,hr,low
-0.79,0.86,4,173,4,0,0,0,technical,low
-0.61,0.47,4,181,5,0,0,0,technical,low
-0.36,0.4,4,114,4,1,0,0,technical,low
-0.15,0.91,5,267,4,0,0,0,technical,low
-0.61,0.5,4,216,2,0,0,0,technical,low
-0.59,0.94,4,265,3,0,0,0,technical,low
-0.58,0.77,5,272,2,1,0,0,technical,low
-0.49,0.92,4,229,2,0,0,0,technical,low
-0.92,0.96,5,174,3,1,0,0,technical,low
-0.72,0.92,3,264,3,0,0,0,technical,low
-0.77,0.85,5,221,5,0,0,0,technical,low
-0.6,0.57,3,202,3,0,0,0,support,low
-0.21,0.4,3,262,3,0,0,0,support,low
-0.83,0.75,3,150,3,0,0,0,support,low
-0.71,0.95,3,251,3,0,0,0,support,low
-0.94,0.46,2,230,2,1,0,0,support,low
-0.59,0.99,3,185,2,0,0,0,support,medium
-0.59,0.59,4,216,2,1,0,0,support,medium
-0.99,0.68,3,181,3,1,0,0,support,medium
-0.64,0.7,5,140,4,0,0,0,support,medium
-0.54,0.5,4,160,3,0,0,0,support,medium
-0.78,0.63,3,192,2,0,0,0,support,medium
-0.7,0.79,6,257,4,0,0,0,technical,medium
-0.9,0.62,5,236,6,0,0,0,technical,medium
-0.14,0.74,6,160,5,0,0,0,technical,medium
-0.33,0.69,3,125,3,0,0,0,management,medium
-0.73,0.53,4,139,2,0,0,0,IT,medium
-0.8,0.87,4,217,3,0,0,0,IT,medium
-0.17,0.91,6,246,5,0,0,0,IT,high
-0.34,0.91,4,284,4,0,0,0,IT,low
-0.61,0.9,3,263,3,0,0,0,IT,medium
-0.18,0.95,4,241,6,0,0,0,product_mng,medium
-0.72,0.94,3,258,3,0,0,0,product_mng,medium
-0.32,0.79,4,136,3,0,0,0,product_mng,medium
-0.85,0.81,2,223,3,1,0,0,product_mng,low
-0.85,0.74,5,170,4,0,0,0,IT,low
-0.8,0.81,4,194,3,1,0,0,RandD,low
-0.36,0.82,4,218,5,0,0,0,RandD,low
-0.8,0.99,6,178,5,0,0,0,RandD,low
-0.55,0.9,3,181,3,1,0,0,RandD,low
-0.69,0.56,3,183,4,1,0,0,RandD,low
-0.71,0.61,2,198,2,1,0,0,marketing,low
-0.74,0.56,3,203,3,0,0,0,sales,low
-0.76,0.89,5,204,3,0,0,0,accounting,low
-0.81,0.62,3,257,3,0,0,0,support,low
-0.59,1,4,169,2,0,0,0,technical,low
-0.97,0.69,4,203,2,0,0,0,management,low
-0.98,0.74,4,260,2,1,0,0,marketing,low
-0.96,0.87,5,202,2,0,0,0,marketing,low
-0.82,0.63,4,199,2,0,0,0,marketing,low
-0.97,0.93,2,270,4,0,0,0,sales,low
-0.74,0.51,5,258,2,0,0,0,sales,low
-0.14,0.52,4,108,6,0,0,0,sales,low
-0.3,0.67,3,232,3,0,0,0,sales,low
-0.74,0.89,4,149,2,0,0,0,sales,low
-0.85,0.48,4,214,3,0,0,0,sales,medium
-0.69,0.65,4,136,2,0,0,0,sales,medium
-0.6,0.95,4,164,4,0,0,0,sales,medium
-0.53,0.85,3,236,6,0,0,0,sales,medium
-0.94,0.88,3,270,3,0,0,0,sales,medium
-0.57,0.63,5,156,4,0,0,0,sales,medium
-0.2,0.73,3,250,5,0,0,0,sales,medium
-0.82,0.92,4,196,3,0,0,0,sales,medium
-0.62,0.92,5,169,2,0,0,0,sales,medium
-0.88,0.59,2,144,3,0,0,0,sales,medium
-0.82,0.62,4,160,3,0,0,0,sales,medium
-0.62,0.91,3,142,6,1,0,0,sales,medium
-0.74,0.48,5,165,2,0,0,0,sales,high
-0.91,0.66,4,163,3,0,0,0,sales,low
-0.7,0.96,3,263,3,0,0,0,accounting,medium
-0.84,0.9,3,178,2,0,0,0,accounting,medium
-0.35,0.57,3,109,3,0,0,0,accounting,medium
-0.28,0.83,4,206,5,0,0,0,hr,medium
-0.37,0.37,3,168,3,0,0,0,hr,low
-0.75,0.5,4,155,2,1,0,0,hr,low
-0.34,0.6,4,154,2,0,0,0,hr,low
-0.55,0.5,4,179,3,0,0,0,technical,low
-0.97,0.92,3,168,3,0,0,0,technical,low
-0.91,0.57,3,158,3,0,0,0,technical,low
-0.48,0.63,3,180,2,1,0,0,technical,low
-0.53,0.71,4,227,3,0,0,0,technical,low
-0.84,0.67,3,139,2,0,0,0,technical,low
-0.31,0.69,3,120,3,0,0,0,technical,low
-0.81,0.62,4,255,4,1,0,0,technical,low
-0.78,0.95,5,273,2,0,0,0,technical,low
-0.64,0.68,3,272,3,0,0,0,technical,low
-0.41,0.77,4,231,6,0,0,0,technical,low
-0.74,0.81,5,281,3,1,0,0,support,low
-0.89,0.86,3,208,3,0,0,0,support,low
-0.26,0.43,4,215,4,1,0,0,support,low
-0.72,0.39,5,111,5,0,0,0,support,low
-0.84,0.74,2,168,3,0,0,0,support,low
-0.52,0.8,2,144,4,0,0,0,support,low
-0.65,0.95,3,266,3,1,0,0,support,low
-0.66,0.56,3,169,2,1,0,0,support,medium
-0.86,0.63,4,162,2,0,0,0,support,medium
-0.91,0.9,3,243,3,0,0,0,support,medium
-0.84,0.6,3,186,3,1,0,0,support,medium
-0.87,0.57,4,231,4,0,0,0,technical,medium
-0.57,0.54,4,167,3,0,0,0,technical,medium
-0.68,0.5,3,139,3,0,0,0,technical,medium
-1,0.59,5,182,3,1,0,0,management,medium
-0.86,0.74,4,261,2,0,0,0,IT,medium
-0.7,0.99,4,248,3,0,0,0,IT,medium
-0.28,0.7,2,164,4,0,0,0,IT,medium
-0.84,0.9,3,230,3,0,0,0,IT,medium
-0.68,0.92,3,226,2,0,0,0,IT,high
-0.45,0.6,2,98,3,0,0,0,product_mng,low
-0.37,0.74,5,117,3,0,0,0,product_mng,medium
-0.98,0.84,4,200,2,0,0,0,product_mng,medium
-0.67,0.57,3,206,3,1,0,0,product_mng,medium
-0.74,0.83,4,142,3,0,0,0,IT,medium
-0.48,0.46,2,174,3,0,0,0,RandD,low
-0.22,0.63,5,284,6,0,0,0,RandD,low
-0.14,0.79,5,163,6,0,0,0,RandD,low
-0.93,0.92,5,189,2,0,0,0,RandD,low
-0.83,0.54,4,189,4,0,0,0,RandD,low
-0.94,0.79,3,256,3,0,0,0,marketing,low
-0.7,0.98,3,215,2,0,0,0,sales,low
-0.74,0.86,4,221,2,1,0,0,accounting,low
-0.83,0.85,4,263,3,0,0,0,support,medium
-0.97,0.61,3,208,3,0,0,0,technical,medium
-0.61,0.71,3,216,4,0,0,0,management,medium
-0.77,0.71,2,242,2,0,0,0,marketing,medium
-0.66,0.73,2,135,6,0,0,0,marketing,medium
-0.92,0.99,3,190,3,0,0,0,marketing,medium
-0.62,0.55,3,108,2,1,0,0,sales,medium
-0.15,0.67,6,195,2,0,0,0,sales,medium
-0.82,0.68,3,160,4,0,0,0,sales,medium
-0.7,0.48,5,273,2,0,0,0,sales,medium
-0.18,0.39,2,177,6,0,0,0,sales,medium
-0.99,0.59,3,163,2,0,0,0,sales,medium
-0.22,0.9,4,106,2,0,0,0,sales,medium
-0.61,0.83,5,236,2,0,0,0,sales,medium
-0.78,0.91,3,132,2,0,0,0,sales,medium
-0.84,0.61,3,253,2,0,0,0,sales,medium
-0.87,0.74,4,151,4,0,0,0,sales,medium
-0.73,0.9,4,266,3,0,0,0,sales,medium
-0.7,0.86,3,141,2,1,0,0,sales,medium
-0.98,0.71,5,217,3,0,0,0,sales,medium
-0.85,0.49,3,258,3,0,0,0,sales,medium
-0.56,0.83,5,275,2,0,0,0,sales,medium
-0.48,0.62,4,210,2,0,0,0,sales,medium
-0.65,0.7,3,243,3,0,0,0,sales,medium
-0.84,0.59,3,234,3,1,0,0,sales,medium
-0.17,0.73,4,274,3,0,0,0,accounting,high
-0.84,0.61,4,261,2,0,0,0,accounting,high
-0.96,0.59,3,158,3,1,0,0,accounting,high
-0.62,0.96,5,251,2,0,0,0,hr,high
-0.57,0.7,3,158,3,0,0,0,hr,high
-0.98,0.87,3,246,3,0,0,0,hr,high
-0.72,0.99,4,227,3,0,0,0,hr,high
-0.43,0.46,4,169,5,0,0,0,technical,high
-0.68,0.57,5,187,4,0,0,0,technical,high
-0.69,0.86,4,238,3,0,0,0,technical,high
-0.91,0.66,4,139,3,0,0,0,technical,high
-0.42,0.37,2,284,3,0,0,0,technical,high
-0.8,0.99,4,255,5,1,0,0,technical,low
-0.79,0.57,5,230,2,0,0,0,technical,low
-1,0.94,3,272,3,0,0,0,technical,low
-0.63,0.75,4,155,3,0,0,0,technical,low
-0.61,0.51,6,163,6,0,0,0,technical,low
-0.78,0.98,4,260,3,0,0,0,technical,low
-0.72,0.96,5,223,3,1,0,0,support,low
-0.64,0.51,4,247,2,1,0,0,support,low
-0.79,0.86,3,126,5,0,0,0,support,low
-0.64,0.55,3,147,2,0,0,0,support,low
-0.82,0.88,4,259,3,0,0,0,support,low
-0.51,0.86,4,196,2,0,0,0,support,low
-0.18,0.51,6,227,2,0,0,0,support,low
-0.67,0.58,5,161,3,1,0,0,support,low
-0.65,0.85,3,213,2,0,0,0,support,low
-0.7,0.8,4,183,2,0,0,0,support,medium
-0.59,0.59,3,194,2,1,0,0,support,medium
-0.56,0.76,3,237,3,0,0,0,technical,medium
-0.17,0.94,5,273,4,0,0,0,technical,medium
-0.8,0.89,2,166,3,0,0,0,technical,medium
-0.91,0.62,5,169,4,0,0,0,management,medium
-0.51,0.54,3,154,3,1,0,0,IT,medium
-0.76,0.59,3,201,6,1,0,0,IT,medium
-0.82,0.59,3,178,2,0,0,0,IT,medium
-0.44,0.66,3,161,3,0,0,0,IT,medium
-0.5,0.48,4,269,3,0,0,0,IT,medium
-0.54,0.49,3,203,3,1,0,0,product_mng,medium
-0.56,0.63,4,271,2,1,0,0,product_mng,high
-0.77,0.66,6,181,4,0,0,0,product_mng,high
-0.39,0.38,4,135,2,0,0,0,product_mng,high
-0.52,0.62,3,275,2,0,0,0,IT,high
-0.63,0.91,3,252,2,0,0,0,RandD,high
-0.49,0.46,2,129,2,0,0,0,RandD,high
-0.2,0.47,4,230,4,0,0,0,RandD,high
-0.21,0.94,3,287,5,0,0,0,RandD,high
-0.85,0.98,5,156,2,0,0,0,RandD,low
-0.54,0.82,2,279,3,1,0,0,marketing,low
-0.23,0.88,5,156,4,0,0,0,sales,low
-0.65,0.96,3,168,2,0,0,0,accounting,low
-0.19,0.85,6,259,3,1,0,0,support,low
-0.76,0.58,4,188,3,0,0,0,technical,low
-0.83,0.8,4,149,3,0,0,0,management,low
-0.97,0.47,3,157,4,0,0,0,marketing,low
-0.67,1,3,201,4,0,0,0,marketing,medium
-0.53,0.62,3,185,3,0,0,0,marketing,medium
-0.34,0.71,2,160,3,1,0,0,sales,medium
-0.58,0.48,5,251,3,0,0,0,sales,medium
-0.96,0.68,5,145,3,1,0,0,sales,medium
-0.72,0.76,3,269,3,1,0,0,sales,medium
-0.58,0.62,3,213,2,0,0,0,sales,medium
-0.39,0.67,6,276,6,0,0,0,sales,medium
-0.24,0.57,5,232,3,0,0,0,sales,medium
-0.64,0.73,4,184,3,0,0,0,sales,medium
-0.98,0.55,3,260,3,0,0,0,sales,medium
-0.64,0.99,3,214,2,0,0,0,sales,medium
-0.56,0.41,2,194,2,0,0,0,sales,medium
-0.53,0.74,5,181,2,0,0,0,sales,medium
-0.62,0.57,4,215,3,0,0,0,sales,medium
-0.85,0.69,3,194,4,0,0,0,sales,medium
-0.76,0.85,4,190,3,0,0,0,sales,medium
-0.69,0.5,3,260,4,0,0,0,sales,medium
-0.35,0.67,2,171,3,0,0,0,sales,medium
-0.54,0.47,2,193,4,0,0,0,sales,medium
-0.63,0.49,3,252,3,0,0,0,sales,medium
-0.58,0.58,5,171,2,0,0,0,accounting,medium
-0.7,0.93,3,185,4,0,0,0,accounting,medium
-0.48,0.51,4,152,4,0,0,0,accounting,high
-0.59,0.92,4,183,2,0,0,0,hr,low
-0.96,0.8,4,145,2,0,0,0,hr,medium
-0.99,0.77,3,190,4,0,0,0,hr,medium
-0.73,0.59,4,214,5,0,0,0,hr,medium
-0.7,0.73,2,139,2,0,0,0,technical,medium
-0.85,0.88,5,236,4,0,0,0,technical,medium
-0.66,0.61,3,156,3,1,0,0,technical,medium
-0.94,0.97,2,221,2,0,0,0,technical,medium
-0.54,0.64,6,278,2,0,0,0,technical,medium
-0.78,0.47,4,129,2,0,0,0,technical,medium
-0.64,0.85,3,213,4,0,0,0,technical,medium
-0.68,0.56,3,146,3,0,0,0,technical,low
-0.92,0.84,4,159,3,0,0,0,technical,low
-0.72,0.73,3,198,2,0,0,0,technical,low
-0.78,0.74,6,251,4,0,0,0,technical,low
-0.35,0.54,2,124,3,0,0,0,support,low
-0.97,0.77,5,223,2,0,0,0,support,low
-0.57,0.65,3,163,2,0,0,0,support,low
-0.9,0.66,4,242,3,0,0,0,support,high
-0.31,0.61,4,97,2,0,0,0,support,low
-0.17,0.5,4,267,6,0,0,0,support,high
-0.8,0.4,5,199,4,1,0,0,support,high
-0.19,0.76,3,107,5,0,0,0,support,low
-0.57,0.65,5,144,3,1,0,0,support,low
-0.22,0.96,3,213,3,0,0,0,support,high
-0.15,0.9,5,284,4,0,0,0,support,low
-0.62,0.67,5,259,3,0,0,0,technical,medium
-0.61,0.41,3,103,2,0,0,0,technical,high
-0.87,0.81,5,236,3,0,0,0,technical,medium
-0.54,0.75,4,199,2,0,0,0,management,medium
-0.71,0.54,3,201,2,0,0,0,IT,medium
-0.66,0.67,3,123,4,0,0,0,IT,medium
-0.7,0.68,4,143,5,0,0,0,IT,high
-0.53,0.5,5,159,2,0,0,0,IT,medium
-0.92,0.54,5,203,3,0,0,0,IT,medium
-0.93,0.73,4,168,2,0,0,0,product_mng,medium
-0.62,0.7,5,180,4,0,0,0,product_mng,high
-0.65,0.53,5,142,3,0,0,0,product_mng,medium
-0.87,0.98,4,266,2,1,0,0,product_mng,high
-0.97,0.89,5,265,2,0,0,0,IT,low
-0.76,0.77,5,257,3,0,0,0,RandD,medium
-0.96,0.55,4,234,4,0,0,0,RandD,medium
-1,0.8,3,223,3,0,0,0,RandD,medium
-0.99,0.85,5,261,4,0,0,0,RandD,medium
-0.67,0.84,4,197,2,0,0,0,RandD,low
-0.61,0.52,4,171,2,0,0,0,marketing,low
-0.62,0.92,3,228,2,0,0,0,sales,low
-0.62,0.79,3,141,3,0,0,0,accounting,low
-0.97,0.76,3,147,3,1,0,0,support,low
-0.86,0.56,5,237,3,0,0,0,technical,low
-0.15,0.44,3,199,2,0,0,0,management,low
-0.14,0.95,4,144,5,0,0,0,marketing,low
-0.7,0.98,4,146,3,0,0,0,marketing,low
-0.95,0.7,4,139,3,0,0,0,marketing,low
-0.63,0.86,4,169,2,0,0,0,sales,high
-0.45,0.75,4,169,2,0,0,0,sales,low
-0.9,0.6,3,268,3,0,0,0,sales,low
-0.15,0.87,4,194,4,0,0,0,sales,low
-0.75,0.86,3,249,3,0,0,0,sales,low
-0.14,0.52,4,122,2,0,0,0,sales,high
-0.5,0.94,5,176,4,0,0,0,sales,low
-0.45,0.45,4,168,2,0,0,0,sales,low
-0.86,0.92,3,260,2,0,0,0,sales,low
-0.52,0.62,3,179,3,0,0,0,sales,high
-0.79,0.48,5,200,3,0,0,0,sales,low
-0.47,0.56,4,165,3,0,0,0,sales,medium
-0.76,0.64,4,144,2,0,0,0,sales,high
-0.52,0.72,4,186,2,0,0,0,sales,medium
-0.84,0.54,4,156,4,0,0,0,sales,high
-0.5,0.7,4,162,2,0,0,0,sales,medium
-0.52,0.63,3,269,2,0,0,0,sales,medium
-0.76,0.37,3,127,4,0,0,0,sales,medium
-0.59,0.58,2,267,3,0,0,0,sales,medium
-0.65,0.79,4,196,2,0,0,0,accounting,medium
-0.68,0.83,3,144,2,0,0,0,accounting,medium
-0.52,0.72,2,247,4,0,0,0,accounting,medium
-0.92,0.5,5,258,3,0,0,0,hr,medium
-0.53,0.84,4,219,2,0,0,0,hr,high
-0.5,0.95,2,208,2,0,0,0,hr,low
-0.98,0.77,4,184,3,0,0,0,hr,medium
-0.85,0.6,5,178,2,0,0,0,technical,medium
-0.49,0.83,4,194,3,0,0,0,technical,medium
-0.52,0.73,4,245,4,0,0,0,technical,medium
-0.96,0.77,3,193,3,0,0,0,technical,medium
-0.86,0.85,3,254,3,0,0,0,technical,medium
-0.35,0.59,3,281,2,0,0,0,technical,medium
-0.99,0.97,5,229,2,0,0,0,technical,medium
-0.52,0.92,4,112,2,0,0,0,technical,medium
-0.75,0.91,4,243,3,0,0,0,technical,high
-0.67,0.66,3,151,3,0,0,0,technical,low
-0.49,0.37,4,216,4,0,0,0,technical,low
-0.51,0.62,3,110,3,0,0,0,support,low
-0.65,0.6,3,142,2,0,0,0,support,high
-0.73,0.8,4,251,2,1,0,0,support,low
-0.46,0.75,6,276,6,0,0,0,support,low
-0.94,0.82,4,159,2,1,0,0,support,low
-0.53,0.69,4,257,4,0,0,0,support,high
-0.6,0.79,5,154,2,0,0,0,support,low
-0.63,0.97,5,146,3,0,0,0,support,low
-0.75,0.77,4,204,2,0,0,0,support,low
-0.69,0.53,4,156,3,0,0,0,support,low
-0.81,0.5,4,170,4,0,0,0,support,low
-0.74,0.84,3,239,3,0,0,0,technical,low
-0.72,0.55,4,145,3,0,0,0,technical,low
-0.27,0.39,4,193,4,0,0,0,technical,medium
-0.86,0.74,2,178,3,0,0,0,management,medium
-0.5,0.59,3,260,3,0,0,0,IT,medium
-0.82,0.5,3,198,4,0,0,0,IT,medium
-0.73,0.51,4,249,5,0,0,0,IT,medium
-0.7,0.72,4,202,3,0,0,0,IT,medium
-0.9,0.72,4,143,3,0,0,0,IT,medium
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-0.63,0.85,3,151,4,1,0,0,product_mng,medium
-0.84,0.99,4,134,3,0,0,0,product_mng,medium
-0.98,0.92,5,221,3,1,0,0,product_mng,medium
-0.41,0.48,6,165,4,0,0,0,IT,medium
-0.72,0.58,4,255,2,0,0,0,RandD,high
-0.87,0.89,3,140,2,1,0,0,RandD,low
-0.63,0.71,5,141,2,0,0,0,RandD,medium
-0.6,0.96,4,99,6,0,0,0,RandD,medium
-0.58,0.79,5,197,3,0,0,0,RandD,medium
-0.64,0.52,3,240,3,0,0,0,marketing,medium
-0.74,0.62,3,216,3,1,0,0,sales,low
-0.93,0.7,5,206,4,0,0,0,accounting,low
-0.74,0.75,4,257,3,0,0,0,support,low
-0.98,0.6,4,160,3,0,0,0,technical,low
-0.87,0.82,5,138,3,1,0,0,management,low
-0.76,0.99,3,216,3,0,0,0,marketing,low
-0.15,0.91,6,281,3,0,0,0,marketing,low
-0.18,0.57,6,238,6,1,0,0,marketing,low
-1,0.67,3,199,4,0,0,0,sales,low
-0.98,0.63,3,135,3,0,0,0,sales,low
-0.73,0.97,3,165,2,0,0,0,sales,low
-0.67,0.72,3,180,3,0,0,0,sales,low
-0.9,0.74,3,227,3,0,0,0,sales,low
-0.54,0.53,3,251,2,0,0,0,sales,low
-0.15,0.39,5,229,4,0,0,0,sales,low
-0.58,0.54,4,199,2,0,0,0,sales,low
-0.81,0.51,4,271,2,0,0,0,sales,low
-0.17,0.51,5,221,3,0,0,0,sales,low
-0.68,0.73,4,251,3,0,0,0,sales,low
-0.68,0.49,4,153,4,0,0,0,sales,low
-0.7,0.93,4,241,3,0,0,0,sales,low
-0.49,0.68,4,201,4,0,0,0,sales,medium
-0.55,0.96,4,267,3,0,0,0,sales,medium
-0.48,0.84,3,146,2,1,0,0,sales,medium
-0.63,0.98,4,210,3,0,0,0,sales,medium
-0.83,0.69,4,233,2,0,0,0,sales,medium
-0.48,0.87,3,221,2,0,0,0,sales,medium
-0.98,0.96,5,183,3,1,0,0,accounting,medium
-0.57,0.72,4,221,3,0,0,0,accounting,medium
-0.72,0.66,3,167,3,0,0,0,accounting,medium
-0.9,0.8,4,240,3,0,0,0,hr,medium
-0.64,0.59,3,200,2,1,0,0,hr,medium
-0.55,0.98,2,144,2,0,0,0,hr,medium
-0.56,0.59,5,209,2,1,0,0,hr,high
-0.8,0.55,3,206,2,0,0,0,technical,low
-0.65,0.76,3,111,5,0,0,0,technical,medium
-0.75,0.78,3,241,3,0,0,0,technical,medium
-0.69,0.79,3,207,3,0,0,0,technical,medium
-0.91,0.76,3,197,3,0,0,0,technical,medium
-0.78,0.63,5,200,2,0,0,0,technical,low
-0.71,0.68,4,242,4,0,0,0,technical,low
-0.79,0.96,4,180,3,0,0,0,technical,low
-0.86,0.72,4,173,3,0,0,0,technical,low
-0.87,0.82,3,224,3,0,0,0,technical,low
-0.76,0.99,2,183,2,0,0,0,technical,low
-0.76,0.8,4,226,5,0,0,0,support,low
-0.74,0.66,3,257,3,0,0,0,support,low
-0.56,0.81,3,165,4,0,0,0,support,low
-0.54,0.91,3,142,2,0,0,0,support,low
-0.84,0.79,4,258,4,0,0,0,support,low
-0.55,0.69,5,193,2,0,0,0,support,low
-0.69,0.51,3,176,2,0,0,0,support,low
-0.79,0.88,4,188,3,0,0,0,support,low
-0.21,0.38,3,275,5,0,0,0,support,low
-0.57,0.58,3,132,3,0,0,0,support,low
-0.89,0.95,3,246,4,0,0,0,support,low
-0.72,0.98,3,181,4,0,0,0,technical,low
-0.56,0.58,5,266,3,0,0,0,technical,low
-0.84,0.68,4,151,2,0,0,0,technical,low
-0.94,0.76,3,257,4,1,0,0,management,low
-0.29,0.88,6,183,4,0,0,0,IT,medium
-0.54,0.93,3,124,5,0,0,0,IT,medium
-0.93,0.73,4,153,2,1,0,0,IT,medium
-0.8,0.68,4,199,2,0,0,0,IT,medium
-1,0.73,5,142,4,0,0,0,IT,medium
-0.89,0.56,4,159,3,0,0,0,product_mng,medium
-0.6,0.78,6,211,4,1,0,0,product_mng,medium
-0.49,0.94,5,136,3,0,0,0,product_mng,medium
-0.65,0.75,4,153,2,0,0,0,product_mng,medium
-0.6,0.71,5,263,2,1,0,0,IT,medium
-0.51,1,3,168,3,1,0,0,RandD,medium
-0.74,0.89,4,234,3,1,0,0,RandD,medium
-0.57,0.42,4,154,5,0,0,0,RandD,high
-0.82,0.84,5,173,2,0,0,0,RandD,low
-0.19,0.63,5,206,6,0,0,0,RandD,medium
-0.5,0.64,4,208,2,0,0,0,marketing,medium
-0.91,0.68,4,178,3,1,0,0,sales,medium
-0.19,0.86,4,198,6,0,0,0,accounting,medium
-0.94,0.84,4,220,3,0,0,0,support,low
-0.88,0.67,4,226,2,0,0,0,technical,low
-0.9,0.87,4,231,5,0,0,0,management,low
-0.49,0.96,2,206,2,0,0,0,marketing,low
-0.99,0.55,4,179,4,0,0,0,marketing,low
-0.72,0.81,4,200,2,0,0,0,marketing,low
-0.66,0.69,5,202,6,0,0,0,sales,low
-0.96,0.51,4,237,3,0,0,0,sales,low
-0.49,0.69,4,270,3,0,0,0,sales,low
-0.73,0.49,3,168,2,1,0,0,sales,low
-0.48,0.98,5,132,4,0,0,0,sales,low
-0.57,0.78,3,162,2,0,0,0,sales,low
-0.63,0.82,3,269,3,0,0,0,sales,low
-0.46,0.87,5,254,5,1,0,0,sales,low
-0.64,0.5,3,261,2,0,0,0,sales,low
-0.56,0.73,4,148,3,0,0,0,sales,low
-0.97,0.75,5,228,4,0,0,0,sales,low
-0.69,0.68,3,138,3,0,0,0,sales,low
-0.23,0.97,4,200,3,0,0,0,sales,low
-0.77,0.48,4,258,4,1,0,0,sales,low
-0.76,0.57,4,266,3,0,0,0,sales,low
-0.98,0.66,3,204,2,0,0,0,sales,medium
-0.92,0.77,3,236,3,0,0,0,sales,medium
-0.63,0.67,4,149,3,1,0,0,sales,medium
-0.91,0.69,5,240,3,0,0,0,sales,medium
-0.4,0.67,3,115,3,0,0,0,accounting,medium
-0.82,0.62,4,267,3,1,0,0,accounting,medium
-0.81,0.88,4,149,3,0,0,0,accounting,medium
-0.61,0.69,3,224,3,0,0,0,hr,medium
-0.3,0.57,2,158,2,0,0,0,hr,medium
-0.59,0.72,2,107,3,0,0,0,hr,medium
-0.2,0.56,3,217,5,0,0,0,hr,medium
-0.75,0.56,2,212,2,0,0,0,technical,medium
-0.59,0.79,3,270,3,0,0,0,technical,high
-0.63,0.53,4,243,2,0,0,0,technical,low
-0.77,0.68,5,162,4,1,0,0,technical,medium
-0.82,0.6,5,232,2,0,0,0,technical,medium
-0.6,0.85,5,187,4,0,0,0,technical,medium
-0.83,0.72,3,259,2,0,0,0,technical,medium
-0.67,0.6,4,209,2,0,0,0,technical,low
-0.84,0.56,5,97,6,0,0,0,technical,low
-0.68,0.79,5,139,4,0,0,0,technical,low
-0.74,0.92,4,258,3,1,0,0,technical,low
-0.63,0.64,3,208,2,1,0,0,support,low
-0.88,0.9,2,233,3,0,0,0,support,low
-1,0.81,3,168,4,0,0,0,support,low
-0.7,0.87,4,252,2,1,0,0,support,low
-0.5,0.71,5,171,4,0,0,0,support,low
-0.94,0.66,5,219,3,0,0,0,support,low
-0.67,0.54,3,213,4,0,0,0,support,low
-0.8,0.88,5,199,4,0,0,0,support,low
-0.7,0.88,4,245,2,0,0,0,support,low
-0.24,0.73,4,273,5,0,0,0,support,low
-0.98,1,4,202,3,0,0,0,support,low
-0.76,0.65,4,240,3,0,0,0,technical,low
-0.78,0.5,4,155,4,0,0,0,technical,low
-0.42,0.91,3,209,2,0,0,0,technical,low
-0.83,0.64,4,210,3,0,0,0,management,medium
-0.98,0.81,4,266,6,0,0,0,IT,medium
-0.64,0.81,2,226,2,0,0,0,IT,medium
-0.67,0.75,4,133,2,0,0,0,IT,medium
-0.26,0.39,3,99,4,0,0,0,IT,medium
-0.97,0.64,3,237,3,0,0,0,IT,medium
-0.48,0.6,4,230,3,0,0,0,product_mng,medium
-0.84,0.55,4,149,2,0,0,0,product_mng,medium
-0.71,0.74,4,206,4,0,0,0,product_mng,medium
-1,0.84,3,185,3,0,0,0,product_mng,medium
-0.6,0.76,5,269,2,0,0,0,IT,medium
-0.95,0.37,6,233,5,0,0,0,RandD,medium
-0.56,0.56,3,162,2,0,0,0,RandD,high
-0.75,0.49,2,173,3,1,0,0,RandD,low
-0.98,0.53,6,253,4,0,0,0,RandD,medium
-0.7,0.72,5,134,3,0,0,0,RandD,medium
-0.65,0.92,4,133,3,0,0,0,marketing,medium
-0.8,0.81,5,143,2,0,0,0,sales,medium
-0.49,0.78,3,264,4,0,0,0,accounting,low
-0.32,0.73,3,180,6,0,0,0,support,low
-0.88,0.54,3,235,2,1,0,0,technical,low
-0.8,0.97,4,232,2,0,0,0,management,low
-0.73,0.74,4,181,4,0,0,0,marketing,low
-0.72,0.58,3,198,2,0,0,0,marketing,low
-0.58,0.78,5,211,3,1,0,0,marketing,low
-0.66,0.96,4,216,3,0,0,0,sales,low
-0.63,0.79,3,197,3,1,0,0,sales,low
-0.69,0.56,2,214,2,0,0,0,sales,low
-0.49,0.59,3,185,3,0,0,0,sales,low
-0.6,0.45,3,173,2,0,0,0,sales,low
-0.5,0.63,4,229,4,0,0,0,sales,low
-0.34,0.81,4,116,3,1,0,0,sales,low
-0.79,0.6,5,223,3,0,0,0,sales,low
-0.98,0.68,4,154,3,0,0,0,sales,low
-0.96,0.97,5,240,2,0,0,0,sales,low
-0.88,0.89,3,139,2,0,0,0,sales,low
-0.6,0.61,2,275,2,0,0,0,sales,low
-0.62,0.73,3,158,3,1,0,0,sales,low
-0.4,0.72,3,204,4,1,0,0,sales,low
-0.16,0.82,5,121,2,0,0,0,sales,medium
-0.81,0.98,5,243,6,0,0,0,sales,medium
-0.69,0.69,4,195,2,0,0,0,sales,medium
-0.66,0.51,5,149,3,0,0,0,sales,medium
-0.66,0.62,5,214,2,0,0,0,sales,medium
-0.61,0.53,4,266,3,0,0,0,accounting,medium
-0.99,0.77,5,222,2,0,0,0,accounting,medium
-0.73,0.54,3,283,6,0,0,0,accounting,medium
-0.63,0.72,2,161,5,0,0,0,hr,medium
-0.6,0.91,3,157,4,0,0,0,hr,medium
-0.44,0.44,3,126,2,0,0,0,hr,medium
-0.64,0.95,3,131,6,0,0,0,hr,medium
-0.91,0.81,4,139,2,0,0,0,technical,high
-0.55,0.59,4,230,3,0,0,0,technical,low
-0.7,0.73,4,240,2,1,0,0,technical,medium
-0.37,0.59,3,134,3,0,0,0,technical,medium
-0.16,0.56,6,196,3,0,0,0,technical,medium
-0.69,0.97,5,240,4,0,0,0,technical,medium
-0.96,0.47,2,233,5,1,0,0,technical,low
-0.62,0.91,5,267,3,0,0,0,technical,low
-0.94,0.45,2,211,3,0,0,0,technical,low
-0.67,0.83,3,260,3,0,0,0,technical,low
-0.89,0.57,3,113,3,0,0,0,technical,low
-0.6,0.63,5,267,3,0,0,0,support,low
-0.89,0.62,5,196,3,0,0,0,support,low
-0.6,0.89,3,232,2,0,0,0,support,low
-0.93,0.95,2,156,3,1,0,0,support,low
-0.38,0.78,4,159,5,0,0,0,support,low
-0.62,0.57,3,223,3,1,0,0,support,low
-0.86,0.86,4,197,3,1,0,0,support,low
-0.61,0.62,2,192,2,1,0,0,support,low
-0.77,0.64,4,192,3,0,0,0,support,low
-0.85,0.73,4,174,3,0,0,0,support,low
-0.94,0.62,4,191,3,0,0,0,support,low
-0.59,0.59,4,270,2,0,0,0,technical,low
-0.9,0.92,3,139,3,0,0,0,technical,low
-0.86,0.65,4,243,2,0,0,0,technical,low
-0.72,0.7,3,238,2,0,0,0,management,low
-0.84,0.52,5,189,2,1,0,0,IT,low
-0.64,0.5,4,189,3,0,0,0,IT,medium
-0.81,0.75,4,206,3,0,0,0,IT,medium
-0.66,0.7,5,254,2,0,0,0,IT,medium
-0.75,0.55,3,253,6,0,0,0,IT,medium
-0.54,0.67,3,243,2,0,0,0,product_mng,medium
-0.98,0.76,3,224,2,0,0,0,product_mng,medium
-0.8,0.85,4,139,2,0,0,0,product_mng,medium
-0.68,0.7,5,270,3,0,0,0,product_mng,medium
-0.54,0.57,3,257,2,0,0,0,IT,medium
-0.88,0.84,4,170,2,0,0,0,RandD,medium
-0.71,0.62,3,222,3,0,0,0,RandD,medium
-0.77,0.58,2,247,2,1,0,0,RandD,medium
-0.6,0.6,4,201,3,0,0,0,RandD,high
-0.53,0.75,4,263,5,0,0,0,RandD,low
-0.85,0.5,3,168,2,1,0,0,marketing,medium
-0.59,0.75,4,190,2,0,0,0,sales,medium
-0.23,0.77,4,140,5,0,0,0,accounting,medium
-0.7,0.6,3,224,3,0,0,0,support,medium
-0.92,0.49,5,145,3,0,0,0,technical,low
-0.95,0.37,4,285,3,0,0,0,management,low
-0.39,0.43,3,154,3,0,0,0,marketing,low
-0.85,0.8,4,200,2,0,0,0,marketing,low
-0.98,0.7,3,255,2,1,0,0,marketing,low
-0.15,0.48,6,204,6,1,0,0,sales,low
-0.68,0.54,3,270,4,1,0,0,sales,low
-0.24,0.91,5,177,5,0,0,0,sales,low
-0.77,0.59,4,140,3,0,0,0,sales,medium
-0.36,0.69,3,165,3,0,0,0,sales,medium
-0.5,0.89,3,187,4,1,0,0,sales,medium
-0.2,0.98,4,166,4,1,0,0,sales,medium
-0.86,0.56,5,141,2,0,0,0,sales,medium
-0.84,0.63,4,135,2,0,0,0,sales,medium
-0.9,0.98,5,148,4,0,0,0,sales,medium
-0.4,0.51,3,120,6,0,0,0,sales,medium
-0.63,0.62,3,141,3,0,0,0,sales,medium
-0.73,0.95,3,222,4,0,0,0,sales,medium
-0.25,0.67,2,136,6,0,0,0,sales,medium
-0.7,0.57,3,180,2,0,0,0,sales,medium
-0.6,0.97,3,187,3,1,0,0,sales,medium
-0.99,0.66,3,202,3,0,0,0,sales,medium
-0.29,0.86,3,251,4,0,0,0,sales,medium
-0.53,0.63,4,259,2,0,0,0,sales,medium
-0.83,0.76,3,262,2,0,0,0,accounting,medium
-0.18,0.92,5,251,4,0,0,0,accounting,medium
-0.14,0.74,4,117,5,0,0,0,accounting,medium
-0.5,0.66,4,155,2,0,0,0,hr,medium
-0.36,0.89,3,197,6,0,0,0,hr,medium
-0.34,0.56,3,139,2,0,0,0,hr,medium
-0.51,0.75,4,175,2,0,0,0,hr,medium
-0.5,0.52,5,137,3,1,0,0,technical,medium
-0.69,0.93,3,228,4,0,0,0,technical,medium
-0.52,0.51,2,232,4,0,0,0,technical,high
-0.32,0.5,2,143,3,0,0,0,technical,high
-0.88,0.99,3,190,5,0,0,0,technical,high
-0.6,0.87,3,196,3,1,0,0,technical,high
-0.72,0.8,3,213,3,0,0,0,technical,high
-0.65,0.9,3,200,3,0,0,0,technical,high
-0.82,0.78,5,166,2,0,0,0,technical,high
-0.67,0.92,5,258,3,0,0,0,technical,high
-0.44,0.87,5,104,4,0,0,0,technical,high
-0.52,0.85,5,173,2,0,0,0,support,high
-0.54,0.51,2,176,3,0,0,0,support,high
-0.67,0.76,5,181,3,0,0,0,support,high
-0.16,0.64,6,143,5,1,0,0,support,low
-0.81,0.73,4,186,3,0,0,0,support,low
-0.77,0.85,3,136,3,0,0,0,support,low
-0.84,0.99,4,219,2,0,0,0,support,low
-0.56,0.56,5,229,4,1,0,0,support,low
-0.67,0.97,5,239,3,0,0,0,support,low
-0.65,0.7,4,182,2,0,0,0,support,low
-0.39,0.57,2,132,3,0,0,0,support,low
-0.77,0.75,3,272,3,0,0,0,technical,low
-0.41,0.96,5,167,3,1,0,0,technical,low
-0.59,0.67,3,180,2,0,0,0,technical,low
-0.14,0.72,6,100,5,0,0,0,management,low
-0.6,0.82,4,134,2,0,0,0,IT,low
-0.14,0.98,6,221,5,0,0,0,IT,low
-0.88,0.8,3,166,2,0,0,0,IT,low
-0.6,0.91,4,214,2,0,0,0,IT,medium
-1,0.49,4,227,3,1,0,0,IT,medium
-0.56,0.98,4,207,3,0,0,0,product_mng,medium
-0.72,0.54,3,286,6,0,0,0,product_mng,medium
-0.59,0.83,3,240,3,1,0,0,product_mng,medium
-0.74,0.75,4,111,4,1,0,0,product_mng,medium
-0.52,0.69,4,164,2,0,0,0,IT,medium
-0.77,0.74,2,187,6,0,0,0,RandD,medium
-0.48,0.81,4,248,2,0,0,0,RandD,medium
-0.99,0.56,5,210,2,0,0,0,RandD,medium
-0.23,0.78,4,163,6,0,0,0,RandD,medium
-0.63,1,5,241,4,0,0,0,RandD,medium
-0.51,0.83,3,136,3,0,0,0,marketing,high
-0.54,0.55,4,208,5,0,0,0,sales,high
-0.53,0.73,5,174,3,0,0,0,accounting,high
-0.72,0.84,4,250,3,0,0,0,support,high
-0.57,0.61,2,189,2,1,0,0,technical,high
-0.81,0.77,3,204,3,0,0,0,management,high
-0.64,0.57,4,217,3,0,0,0,marketing,high
-0.77,0.57,5,162,3,0,0,0,marketing,high
-0.83,0.55,3,257,2,0,0,0,marketing,low
-0.6,0.71,3,195,2,0,0,0,sales,low
-0.86,0.87,5,156,4,0,0,0,sales,low
-0.5,0.55,2,128,3,0,0,0,sales,low
-0.6,0.75,5,233,3,1,0,0,sales,low
-0.85,0.73,4,260,4,0,0,0,sales,low
-0.4,0.87,5,250,4,0,0,0,sales,low
-0.38,0.79,5,176,3,0,0,0,sales,low
-0.96,0.59,6,133,5,0,0,0,sales,medium
-0.59,0.57,4,197,2,0,0,0,sales,medium
-0.56,0.5,3,156,3,1,0,0,sales,medium
-0.84,0.96,3,162,3,0,0,0,sales,medium
-0.94,0.99,3,207,2,0,0,0,sales,medium
-0.72,0.63,3,223,2,1,0,0,sales,medium
-0.82,0.7,3,149,2,0,0,0,sales,medium
-1,0.95,3,275,3,1,0,0,sales,medium
-0.62,0.77,3,271,2,0,0,0,sales,medium
-0.76,0.89,3,273,2,1,0,0,sales,medium
-0.23,0.74,5,219,4,0,0,0,sales,medium
-0.7,0.99,5,135,4,0,0,0,sales,medium
-0.71,0.88,3,158,3,0,0,0,accounting,medium
-0.32,0.37,3,167,3,0,0,0,accounting,medium
-0.69,0.67,4,274,4,0,0,0,accounting,medium
-0.66,0.59,3,145,3,0,0,0,hr,medium
-0.7,0.67,6,233,6,0,0,0,hr,medium
-0.91,0.76,3,159,3,0,0,0,hr,medium
-0.2,0.7,4,221,5,0,0,0,hr,medium
-0.72,0.83,3,132,2,0,0,0,technical,medium
-0.74,0.93,5,140,3,0,0,0,technical,medium
-0.53,0.79,3,206,3,0,0,0,technical,medium
-0.99,0.92,4,229,2,0,0,0,technical,medium
-0.75,0.85,4,272,4,0,0,0,technical,high
-0.86,0.78,4,164,2,0,0,0,technical,low
-0.93,0.86,4,145,3,0,0,0,technical,medium
-0.81,0.95,3,212,3,0,0,0,technical,medium
-0.49,0.67,3,254,2,1,0,0,technical,medium
-0.97,0.72,5,260,4,0,0,0,technical,medium
-0.62,0.89,3,201,3,0,0,0,technical,medium
-0.75,0.79,4,176,4,1,0,0,support,medium
-0.87,0.58,3,140,3,1,0,0,support,medium
-0.93,0.65,5,201,3,0,0,0,support,medium
-0.74,0.68,3,206,2,1,0,0,support,medium
-0.68,0.57,3,197,3,1,0,0,support,medium
-0.49,0.63,3,245,4,0,0,0,support,low
-0.75,0.84,3,145,3,1,0,0,support,low
-0.95,0.58,4,131,5,0,0,0,support,low
-0.95,0.75,5,235,3,1,0,0,support,low
-0.67,0.65,5,242,3,0,0,0,support,low
-0.71,0.6,2,251,3,0,0,0,support,low
-0.81,0.73,4,258,2,0,0,0,technical,low
-0.79,0.36,3,114,3,0,0,0,technical,high
-0.57,0.52,3,143,2,0,0,0,technical,low
-0.85,0.65,3,187,2,0,0,0,management,high
-0.15,0.78,5,255,3,0,0,0,IT,high
-0.48,0.87,3,267,2,0,0,0,IT,low
-0.92,0.91,4,247,3,0,0,0,IT,low
-0.73,0.67,4,153,3,0,0,0,IT,high
-0.68,0.71,3,237,3,0,0,0,IT,low
-0.88,0.55,5,182,3,0,0,0,product_mng,medium
-0.8,0.55,4,144,5,1,0,0,product_mng,high
-0.66,0.9,3,176,2,1,0,0,product_mng,medium
-0.19,0.8,5,203,6,0,0,0,product_mng,medium
-0.3,0.53,3,148,4,0,0,0,IT,medium
-0.8,0.8,3,175,2,0,0,0,RandD,medium
-0.66,0.84,3,211,4,0,0,0,RandD,high
-0.22,0.67,6,175,5,0,0,0,RandD,medium
-0.57,0.59,4,206,3,0,0,0,RandD,medium
-0.83,0.73,4,262,2,0,0,0,RandD,medium
-0.57,0.5,4,177,2,0,0,0,marketing,high
-0.78,0.54,3,134,3,0,0,0,sales,medium
-0.88,0.89,2,201,3,0,0,0,accounting,high
-0.48,0.69,3,105,3,0,0,0,support,low
-0.91,0.82,4,259,3,0,0,0,technical,medium
-0.3,0.97,3,171,4,1,0,0,management,medium
-0.63,0.98,4,228,3,0,0,0,marketing,medium
-0.62,0.36,2,137,4,1,0,0,marketing,medium
-0.74,0.72,5,196,3,0,0,0,marketing,low
-0.5,0.53,3,207,4,0,0,0,sales,low
-0.36,0.74,6,280,3,0,0,0,sales,low
-0.57,0.65,4,162,3,1,0,0,sales,low
-0.73,0.55,4,267,3,0,0,0,sales,low
-0.77,0.67,5,207,2,0,0,0,sales,low
-0.86,0.5,4,196,2,0,0,0,sales,low
-0.24,0.55,6,231,4,0,0,0,sales,low
-0.83,0.62,4,242,3,0,0,0,sales,low
-0.72,0.63,4,207,3,0,0,0,sales,low
-0.52,0.82,4,206,2,1,0,0,sales,high
-0.99,0.54,4,236,4,0,0,0,sales,low
-0.15,0.68,5,246,2,0,0,0,sales,low
-0.79,0.94,3,204,2,1,0,0,sales,low
-0.19,0.91,3,268,4,0,0,0,sales,low
-0.59,0.62,3,212,2,1,0,0,sales,high
-0.15,0.74,6,178,3,0,0,0,sales,low
-0.75,0.72,5,260,3,0,0,0,sales,low
-0.47,0.71,2,241,4,0,0,0,sales,low
-0.64,0.64,3,234,3,1,0,0,sales,high
-0.66,0.76,3,207,2,0,0,0,accounting,low
-0.8,0.91,5,242,3,1,0,0,accounting,medium
-0.82,0.52,5,225,2,0,0,0,accounting,high
-0.8,0.98,3,161,3,0,0,0,hr,medium
-0.98,0.98,4,259,2,0,0,0,hr,high
-0.95,0.96,3,250,3,0,0,0,hr,medium
-0.88,0.61,3,236,3,0,0,0,hr,medium
-0.9,0.97,4,239,4,0,0,0,technical,medium
-0.66,0.83,4,266,3,1,0,0,technical,medium
-0.99,0.62,5,133,3,0,0,0,technical,medium
-0.86,0.95,5,275,2,0,0,0,technical,medium
-0.96,0.95,5,189,2,0,0,0,technical,medium
-1,0.63,5,171,3,0,0,0,technical,medium
-0.46,0.38,6,140,3,0,0,0,technical,high
-0.19,0.85,6,116,3,0,0,0,technical,low
-0.73,0.6,3,145,6,1,0,0,technical,medium
-0.63,0.5,4,167,3,1,0,0,technical,medium
-0.68,0.89,4,227,3,0,0,0,technical,medium
-0.78,0.96,4,245,3,0,0,0,support,medium
-0.79,0.56,4,132,3,0,0,0,support,medium
-0.86,0.99,3,254,2,0,0,0,support,medium
-0.98,0.53,4,166,2,0,0,0,support,medium
-0.89,0.79,2,208,3,1,0,0,support,medium
-0.86,0.87,3,197,4,1,0,0,support,medium
-0.65,0.83,4,263,3,1,0,0,support,high
-0.52,0.98,4,272,2,0,0,0,support,low
-0.54,0.65,3,147,3,1,0,0,support,low
-0.68,0.73,4,197,3,0,0,0,support,low
-0.88,0.65,3,268,2,0,0,0,support,high
-0.75,0.85,4,181,3,0,0,0,technical,low
-0.17,0.93,6,192,4,0,0,0,technical,low
-0.92,0.83,5,270,3,0,0,0,technical,low
-0.79,0.66,3,183,3,0,0,0,management,high
-0.52,0.66,5,184,3,0,0,0,IT,low
-0.95,0.73,4,238,3,1,0,0,IT,low
-0.72,0.49,4,148,2,0,0,0,IT,low
-0.4,0.41,4,127,3,0,0,0,IT,low
-0.61,0.59,3,162,2,1,0,0,IT,low
-0.49,0.97,4,166,5,0,0,0,product_mng,low
-0.32,0.55,4,283,4,0,0,0,product_mng,low
-0.82,0.77,3,108,6,0,0,0,product_mng,medium
-0.9,0.79,3,154,2,0,0,0,product_mng,medium
-0.95,0.74,3,139,2,0,0,0,IT,medium
-0.55,0.6,5,271,3,1,0,0,RandD,medium
-0.91,0.78,4,153,3,0,0,0,RandD,medium
-0.45,0.41,3,216,6,1,0,0,RandD,medium
-0.65,0.6,3,218,4,0,0,0,RandD,medium
-0.88,0.89,3,171,2,0,0,0,RandD,medium
-0.78,0.76,3,238,3,0,0,0,marketing,medium
-0.77,0.71,3,134,3,0,0,0,marketing,medium
-0.32,0.75,3,255,4,0,0,0,sales,medium
-0.98,0.38,4,140,6,0,0,0,accounting,medium
-0.51,0.76,2,239,3,0,0,0,support,high
-0.81,0.59,4,187,2,0,0,0,technical,low
-0.64,0.9,5,279,5,0,0,0,management,medium
-0.73,0.94,4,213,3,1,0,0,marketing,medium
-0.49,0.56,5,202,2,0,0,0,marketing,medium
-0.84,0.54,3,265,2,0,0,0,marketing,medium
-0.81,0.86,4,249,3,0,0,0,sales,low
-0.77,0.5,4,281,2,0,0,0,sales,low
-0.24,0.83,3,208,5,0,0,0,sales,low
-0.77,0.78,3,165,2,0,0,0,sales,low
-0.13,0.88,3,146,5,0,0,0,sales,low
-0.94,0.66,4,230,2,0,0,0,sales,low
-0.61,0.82,3,209,2,0,0,0,sales,low
-0.95,0.49,4,178,2,0,0,0,sales,low
-0.22,0.92,6,220,4,1,0,0,sales,low
-0.65,0.56,3,142,3,0,0,0,sales,low
-0.95,0.67,3,153,2,0,0,0,sales,low
-0.98,0.62,5,254,5,1,0,0,sales,low
-0.88,0.72,3,193,4,0,0,0,sales,low
-0.94,0.69,3,248,3,0,0,0,sales,low
-0.62,0.75,4,216,2,0,0,0,sales,low
-0.81,0.96,3,226,3,0,0,0,sales,low
-0.56,0.51,4,140,2,0,0,0,sales,low
-0.52,0.86,6,103,4,0,0,0,sales,low
-0.88,0.57,4,185,2,0,0,0,sales,low
-0.56,0.92,5,160,3,0,0,0,accounting,low
-0.36,0.63,3,130,5,0,0,0,accounting,low
-0.56,0.85,5,230,3,0,0,0,accounting,medium
-0.89,0.46,4,248,5,1,0,0,hr,medium
-0.95,0.42,3,189,2,1,0,0,hr,medium
-0.48,0.52,3,280,2,0,0,0,hr,medium
-0.75,0.75,4,266,3,0,0,0,hr,medium
-0.65,0.54,4,260,3,0,0,0,technical,medium
-0.4,0.86,2,264,5,0,0,0,technical,medium
-0.52,0.53,5,182,2,0,0,0,technical,medium
-0.52,0.68,4,233,2,0,0,0,technical,medium
-0.68,0.49,3,230,3,0,0,0,technical,medium
-0.72,0.61,5,170,3,0,0,0,technical,medium
-0.78,0.72,4,258,3,0,0,0,technical,medium
-0.54,0.9,3,164,3,0,0,0,technical,high
-0.18,0.46,4,249,4,0,0,0,technical,low
-0.51,0.5,2,235,2,0,0,0,technical,medium
-0.63,0.86,6,206,6,0,0,0,technical,medium
-0.83,0.86,4,139,3,0,0,0,support,medium
-0.91,0.82,3,145,3,1,0,0,support,medium
-0.79,0.66,4,139,4,0,0,0,support,low
-0.52,0.95,3,171,3,1,0,0,support,low
-0.83,0.94,3,160,3,0,0,0,support,low
-0.92,0.74,3,137,2,0,0,0,support,low
-0.14,0.72,4,254,4,0,0,0,support,low
-0.8,0.38,3,215,6,0,0,0,support,low
-0.79,0.72,3,216,4,0,0,0,support,low
-0.86,0.6,3,229,2,1,0,0,support,low
-0.95,0.47,6,215,4,0,0,0,support,low
-0.77,0.9,4,163,3,0,0,0,technical,low
-0.55,0.72,4,273,3,0,0,0,technical,low
-0.42,0.91,2,176,3,0,0,0,technical,low
-0.79,0.86,5,270,2,0,0,0,management,low
-0.41,0.48,3,182,2,0,0,0,IT,low
-0.66,0.72,4,223,4,0,0,0,IT,low
-1,0.65,4,237,3,0,0,0,IT,low
-0.87,0.74,5,248,2,0,0,0,IT,low
-0.51,0.99,3,233,4,0,0,0,IT,low
-0.63,0.79,2,206,5,0,0,0,product_mng,low
-0.86,0.86,4,227,2,0,0,0,product_mng,low
-0.4,0.98,4,154,3,0,0,0,product_mng,low
-0.79,0.97,6,113,2,1,0,0,product_mng,medium
-0.7,0.9,4,254,3,0,0,0,IT,medium
-0.49,0.91,5,231,3,0,0,0,RandD,medium
-0.76,0.62,4,190,3,0,0,0,RandD,medium
-0.89,0.52,3,190,3,0,0,0,RandD,medium
-0.83,0.86,3,179,2,0,0,0,RandD,medium
-0.19,0.69,4,269,6,0,0,0,RandD,medium
-0.68,0.67,3,228,2,0,0,0,RandD,medium
-0.62,0.68,4,251,4,0,0,0,marketing,medium
-0.87,0.49,2,251,3,0,0,0,sales,medium
-0.66,0.75,4,200,4,0,0,0,accounting,medium
-0.37,0.41,2,146,2,0,0,0,support,medium
-0.57,0.49,3,159,4,1,0,0,technical,high
-0.66,0.81,5,135,2,0,0,0,management,low
-0.63,0.88,5,260,3,0,0,0,marketing,medium
-0.65,0.96,5,226,2,1,0,0,marketing,medium
-0.33,0.85,2,127,3,0,0,0,marketing,medium
-0.66,0.57,6,278,3,0,0,0,sales,medium
-0.87,0.95,3,242,5,0,0,0,sales,low
-0.85,0.85,3,182,3,0,0,0,sales,low
-0.49,0.51,2,182,3,0,0,0,sales,low
-0.87,0.8,4,197,3,0,0,0,sales,low
-0.17,0.49,4,286,5,1,0,0,sales,low
-0.55,0.46,4,226,5,0,0,0,sales,low
-0.91,0.71,5,156,3,0,0,0,sales,low
-0.96,0.62,5,185,3,0,0,0,sales,low
-0.53,0.5,3,231,3,0,0,0,sales,low
-0.25,0.59,4,166,5,0,0,0,sales,low
-0.98,0.57,3,229,3,0,0,0,sales,low
-0.83,0.36,4,242,3,0,0,0,sales,low
-0.71,0.83,5,206,3,0,0,0,sales,low
-0.74,0.77,4,206,3,0,0,0,sales,low
-0.56,0.7,4,135,2,0,0,0,sales,low
-0.23,0.9,5,234,3,1,0,0,sales,low
-0.35,0.64,4,147,2,0,0,0,sales,low
-0.48,0.98,4,174,3,0,0,0,sales,low
-0.83,0.74,3,259,3,1,0,0,accounting,low
-0.73,0.87,3,227,4,0,0,0,accounting,low
-0.85,0.97,4,104,5,0,0,0,accounting,low
-0.8,0.95,3,247,3,0,0,0,hr,medium
-0.98,0.74,4,139,3,0,0,0,hr,medium
-0.96,0.85,3,186,2,0,0,0,hr,medium
-0.67,0.75,3,194,3,0,0,0,hr,medium
-0.58,0.91,3,124,2,0,0,0,technical,medium
-0.83,0.86,3,273,3,0,0,0,technical,medium
-0.9,0.57,4,186,4,0,0,0,technical,medium
-0.89,0.66,4,252,3,0,0,0,technical,medium
-0.99,0.92,3,154,3,0,0,0,technical,medium
-0.89,0.5,4,238,3,0,0,0,technical,medium
-0.79,0.5,4,151,3,1,0,0,technical,medium
-0.64,0.41,3,231,6,0,0,0,technical,medium
-0.22,0.57,5,174,6,0,0,0,technical,high
-0.94,0.6,5,278,2,0,0,0,technical,low
-0.56,0.97,3,270,3,1,0,0,technical,medium
-0.85,0.8,4,158,3,0,0,0,support,medium
-0.8,0.62,3,191,3,0,0,0,support,medium
-0.86,0.53,3,163,3,0,0,0,support,medium
-0.96,1,5,152,4,0,0,0,support,low
-0.51,0.61,4,251,2,1,0,0,support,low
-0.73,0.95,3,149,2,0,0,0,support,low
-0.31,0.75,4,220,3,0,0,0,support,low
-0.62,0.51,4,175,3,0,0,0,support,low
-0.55,0.91,3,179,3,1,0,0,support,low
-0.51,0.8,4,257,2,0,0,0,support,low
-0.54,0.54,3,196,3,0,0,0,support,low
-0.65,0.95,3,190,3,0,0,0,technical,low
-0.65,0.75,4,270,2,0,0,0,technical,low
-0.9,0.64,5,226,2,0,0,0,technical,low
-0.55,0.71,3,211,2,0,0,0,management,low
-0.59,0.89,3,192,2,0,0,0,IT,low
-0.34,0.67,5,96,2,1,0,0,IT,low
-0.31,0.92,5,197,5,0,0,0,IT,low
-0.83,0.71,3,243,2,1,0,0,IT,low
-0.8,0.73,3,168,2,0,0,0,IT,low
-0.66,0.85,5,271,4,0,0,0,product_mng,low
-0.98,0.39,5,158,4,1,0,0,product_mng,medium
-0.89,0.52,4,243,5,0,0,0,product_mng,medium
-0.64,0.94,3,148,2,0,0,0,product_mng,medium
-0.95,0.68,3,165,3,0,0,0,IT,medium
-0.96,0.85,5,171,2,0,0,0,RandD,medium
-0.96,0.82,5,164,2,0,0,0,RandD,medium
-0.63,0.81,4,265,2,0,0,0,RandD,medium
-0.83,0.71,4,196,2,0,0,0,RandD,medium
-0.61,0.72,4,182,2,1,0,0,RandD,medium
-0.89,0.66,3,272,3,0,0,0,RandD,medium
-0.67,0.63,3,241,3,0,0,0,marketing,medium
-0.61,1,5,139,2,0,0,0,sales,medium
-0.58,0.77,3,180,2,0,0,0,accounting,high
-0.56,0.76,4,206,2,1,0,0,support,low
-0.13,0.49,6,227,4,0,0,0,technical,medium
-0.39,1,5,204,5,1,0,0,management,medium
-0.94,0.48,4,218,3,0,0,0,marketing,medium
-0.63,0.61,3,205,2,0,0,0,marketing,medium
-0.75,0.63,4,261,3,1,0,0,marketing,low
-0.7,0.83,3,159,3,0,0,0,sales,low
-0.28,0.83,4,162,3,0,0,0,sales,low
-0.77,0.42,4,98,2,0,0,0,sales,low
-0.79,0.64,4,263,2,0,0,0,sales,low
-0.51,0.46,3,176,3,0,0,0,sales,low
-0.96,0.99,4,233,3,0,0,0,sales,low
-0.72,0.99,4,156,2,1,0,0,sales,low
-0.97,1,3,198,2,0,0,0,sales,low
-0.55,0.9,4,191,3,0,0,0,sales,low
-0.32,0.45,2,188,3,0,0,0,sales,low
-0.78,0.65,3,157,2,0,0,0,sales,low
-0.17,0.57,5,286,3,0,0,0,sales,low
-0.88,0.5,4,216,2,0,0,0,sales,low
-0.97,0.5,3,188,3,1,0,0,sales,low
-0.74,0.86,5,153,2,0,0,0,sales,low
-0.26,0.45,5,187,2,0,0,0,sales,low
-0.87,0.92,4,141,3,0,0,0,sales,low
-0.29,0.47,5,139,4,0,0,0,sales,low
-0.91,0.95,3,189,2,0,0,0,sales,low
-0.71,0.77,3,193,3,1,0,0,accounting,low
-0.6,0.63,3,182,3,0,0,0,accounting,medium
-0.5,0.61,4,135,3,0,0,0,accounting,medium
-0.49,0.85,4,238,2,0,0,0,hr,medium
-0.53,0.92,3,199,2,0,0,0,hr,medium
-0.42,0.38,2,115,3,0,0,0,hr,medium
-0.53,0.82,3,133,3,0,0,0,hr,medium
-0.34,0.62,4,158,2,0,0,0,technical,medium
-0.68,0.51,5,158,3,0,0,0,technical,medium
-0.56,0.77,5,238,4,0,0,0,technical,medium
-0.72,0.71,3,242,2,0,0,0,technical,medium
-0.76,0.55,4,250,3,0,0,0,technical,medium
-0.87,0.57,4,175,2,0,0,0,technical,medium
-0.97,0.63,3,270,4,1,0,0,technical,high
-0.8,0.62,3,171,3,0,0,0,technical,low
-0.67,0.81,5,175,6,1,0,0,technical,medium
-0.6,0.97,5,145,2,0,0,0,technical,medium
-0.88,0.5,3,170,3,0,0,0,technical,medium
-0.64,0.74,3,267,2,0,0,0,support,medium
-0.85,0.7,3,188,2,0,0,0,support,low
-0.9,0.48,3,213,3,0,0,0,support,low
-0.76,0.84,5,249,3,0,0,0,support,low
-0.55,0.66,3,134,3,0,0,0,support,low
-0.76,0.77,5,234,3,0,0,0,support,low
-0.87,0.72,3,201,3,0,0,0,support,low
-0.8,0.82,3,178,3,0,0,0,support,low
-0.54,0.68,4,183,2,0,0,0,support,low
-0.84,0.91,4,207,3,0,0,0,support,low
-0.85,0.64,4,147,3,0,0,0,support,low
-0.95,0.49,3,188,3,0,0,0,technical,low
-0.48,0.56,3,229,3,0,0,0,technical,low
-0.53,0.77,2,271,2,0,0,0,technical,low
-0.8,0.82,4,175,2,0,0,0,management,low
-0.4,0.46,2,109,3,0,0,0,IT,low
-0.76,0.69,4,253,3,0,0,0,IT,low
-0.99,0.64,3,174,4,0,0,0,IT,low
-0.49,0.64,3,142,4,0,0,0,IT,low
-0.94,0.71,3,175,3,0,0,0,IT,low
-0.54,0.73,4,266,3,0,0,0,product_mng,low
-0.13,0.93,4,253,5,1,0,0,product_mng,low
-0.91,0.84,3,237,2,0,0,0,product_mng,medium
-0.73,0.56,3,215,3,0,0,0,product_mng,medium
-0.65,0.97,3,171,3,0,0,0,IT,medium
-0.23,0.51,6,194,4,1,0,0,RandD,medium
-0.23,0.88,5,238,6,0,0,0,RandD,medium
-0.89,0.51,3,249,3,0,0,0,RandD,medium
-0.81,0.8,3,183,2,1,0,0,RandD,medium
-0.51,0.74,3,271,4,0,0,0,RandD,medium
-0.35,0.81,6,256,3,0,0,0,RandD,medium
-0.49,0.66,3,169,3,0,0,0,marketing,medium
-0.51,0.8,3,254,2,0,0,0,sales,medium
-0.66,0.86,4,112,6,0,0,0,accounting,medium
-0.74,0.96,5,222,2,0,0,0,support,high
-0.57,0.96,4,177,2,0,0,0,technical,low
-0.8,0.74,5,181,4,1,0,0,management,medium
-0.79,0.84,4,144,2,1,0,0,marketing,medium
-0.74,0.94,4,255,4,0,0,0,marketing,medium
-0.74,0.8,3,219,2,0,0,0,marketing,medium
-0.4,1,6,206,2,0,0,0,sales,low
-0.14,0.71,2,155,3,0,0,0,sales,low
-0.83,0.87,5,248,3,0,0,0,sales,low
-0.76,0.52,4,259,2,0,0,0,sales,low
-0.8,0.8,3,271,4,0,0,0,sales,low
-0.95,0.38,2,103,3,0,0,0,sales,low
-0.88,0.76,4,159,4,1,0,0,sales,low
-0.92,0.85,4,184,3,0,0,0,sales,low
-0.16,0.88,4,201,6,0,0,0,sales,medium
-0.7,0.63,3,157,4,0,0,0,sales,medium
-0.71,0.93,3,287,5,0,0,0,sales,medium
-0.52,0.82,2,242,3,0,0,0,sales,medium
-0.49,0.58,5,246,3,1,0,0,sales,medium
-0.5,0.57,3,219,3,0,0,0,sales,medium
-0.86,0.94,3,212,3,0,0,0,sales,medium
-0.49,0.99,5,262,2,1,0,0,sales,medium
-0.69,0.91,4,128,3,1,0,0,sales,medium
-0.96,1,3,231,6,0,0,0,sales,medium
-0.87,0.54,3,260,2,0,0,0,sales,medium
-0.36,0.4,3,160,3,0,0,0,accounting,medium
-0.86,1,3,166,3,1,0,0,accounting,medium
-0.79,0.74,4,222,2,0,0,0,accounting,medium
-1,0.52,4,171,4,0,0,0,hr,medium
-0.88,0.88,3,220,4,0,0,0,hr,medium
-0.49,0.65,4,176,3,1,0,0,hr,medium
-0.52,0.62,3,160,2,0,0,0,hr,medium
-0.76,0.78,3,162,3,0,0,0,technical,medium
-0.69,0.91,3,167,2,0,0,0,technical,medium
-0.69,0.81,5,217,2,0,0,0,technical,medium
-0.75,0.58,3,159,3,0,0,0,technical,medium
-0.47,0.47,4,191,3,0,0,0,technical,medium
-0.88,1,3,125,3,0,0,0,technical,medium
-0.49,0.43,5,210,4,1,0,0,technical,medium
-0.92,0.67,4,241,3,0,0,0,technical,high
-0.24,0.48,4,145,3,1,0,0,technical,high
-0.69,1,5,237,3,0,0,0,technical,high
-0.81,0.57,4,213,4,0,0,0,technical,high
-0.61,0.48,4,257,2,0,0,0,support,high
-0.75,0.86,6,114,4,0,0,0,support,high
-0.69,0.86,4,214,2,0,0,0,support,high
-0.53,0.49,3,191,3,0,0,0,support,high
-0.93,0.96,4,223,3,1,0,0,support,high
-0.15,0.67,5,249,5,0,0,0,support,high
-0.48,0.41,5,286,3,0,0,0,support,high
-0.67,0.73,4,251,3,0,0,0,support,high
-0.36,0.93,3,162,5,0,0,0,support,low
-0.35,0.54,3,138,4,0,0,0,support,low
-0.65,0.62,4,235,3,0,0,0,support,low
-0.8,0.5,4,125,3,0,0,0,technical,low
-0.97,0.96,5,210,6,1,0,0,technical,low
-0.67,0.64,4,136,3,0,0,0,technical,low
-0.58,0.78,3,223,3,0,0,0,management,low
-0.61,0.67,3,188,5,0,0,0,IT,low
-0.97,0.66,4,214,2,1,0,0,IT,low
-0.87,0.97,4,160,3,0,0,0,IT,low
-0.8,0.71,4,200,2,0,0,0,IT,low
-0.91,0.55,3,223,3,0,0,0,IT,low
-0.63,0.73,3,272,2,0,0,0,product_mng,low
-0.79,0.96,4,170,2,0,0,0,product_mng,low
-0.89,0.57,2,235,3,1,0,0,product_mng,low
-1,0.87,3,274,3,0,0,0,product_mng,medium
-0.6,0.73,5,203,2,0,0,0,IT,medium
-0.7,0.8,4,236,2,0,0,0,RandD,medium
-0.79,0.81,4,203,3,0,0,0,RandD,medium
-0.88,0.72,4,249,3,1,0,0,RandD,medium
-0.87,0.48,4,133,2,0,0,0,RandD,medium
-0.52,0.58,3,203,2,0,0,0,RandD,medium
-0.59,0.75,3,168,3,0,0,0,RandD,medium
-0.64,0.75,4,172,4,0,0,0,marketing,medium
-0.81,0.83,3,177,2,0,0,0,sales,medium
-0.87,0.57,3,149,2,0,0,0,accounting,medium
-0.74,0.61,3,231,2,0,0,0,support,medium
-0.73,0.89,3,226,3,1,0,0,technical,high
-0.97,0.58,4,187,4,1,0,0,management,high
-0.54,0.81,3,145,2,0,0,0,marketing,high
-0.59,0.55,4,138,2,0,0,0,marketing,high
-0.99,0.95,3,153,4,0,0,0,marketing,high
-0.79,0.75,4,168,3,0,0,0,sales,high
-0.96,0.37,3,111,2,0,0,0,sales,high
-0.54,0.67,3,154,2,0,0,0,sales,high
-0.79,0.84,4,171,3,0,0,0,sales,low
-0.64,0.79,3,253,2,0,0,0,sales,low
-0.65,0.53,4,160,3,0,0,0,sales,low
-0.87,0.86,3,196,4,0,0,0,sales,low
-0.7,0.59,4,178,3,0,0,0,sales,low
-0.89,0.81,3,268,3,0,0,0,sales,low
-0.61,0.58,6,146,3,0,0,0,sales,low
-0.9,0.49,4,185,2,0,0,0,sales,low
-0.49,0.54,4,247,3,1,0,0,sales,medium
-0.85,0.97,4,210,2,0,0,0,sales,medium
-0.54,0.58,3,234,3,0,0,0,sales,medium
-0.64,0.57,4,271,2,0,0,0,sales,medium
-0.81,0.77,5,102,5,0,0,0,sales,medium
-0.49,0.66,3,163,3,0,0,0,sales,medium
-0.58,0.57,3,144,4,1,0,0,sales,medium
-0.62,0.49,3,172,3,0,0,0,sales,medium
-0.8,0.84,3,203,3,1,0,0,accounting,medium
-0.64,0.64,3,192,3,1,0,0,accounting,medium
-0.81,0.86,5,159,2,0,0,0,accounting,medium
-0.8,0.74,3,159,2,0,0,0,hr,medium
-0.92,0.81,4,206,2,0,0,0,hr,medium
-0.66,0.98,4,225,2,1,0,0,hr,medium
-0.79,0.89,3,252,2,0,0,0,hr,medium
-0.74,0.54,6,113,3,0,0,0,technical,medium
-0.79,0.74,3,238,2,0,0,0,technical,medium
-0.87,0.94,3,217,3,0,0,0,technical,medium
-0.49,0.57,4,145,2,0,0,0,technical,medium
-0.3,0.44,5,128,4,1,0,0,technical,medium
-0.85,0.89,4,177,3,0,0,0,technical,medium
-0.61,0.97,4,256,4,0,0,0,technical,medium
-0.68,0.55,3,182,3,1,0,0,technical,medium
-0.67,0.67,4,226,2,0,0,0,technical,high
-0.63,0.73,5,168,3,0,0,0,technical,low
-0.63,0.94,4,145,3,0,0,0,technical,medium
-0.5,0.88,4,172,4,0,0,0,support,medium
-0.7,0.55,4,233,2,0,0,0,support,medium
-0.18,0.46,5,202,4,0,0,0,support,medium
-0.77,0.55,5,255,2,0,0,0,support,medium
-0.78,0.61,3,257,3,0,0,0,support,medium
-0.54,0.77,3,185,3,0,0,0,support,medium
-0.9,0.69,3,231,4,0,0,0,support,medium
-0.56,0.76,3,207,2,0,0,0,support,medium
-0.63,0.81,3,215,3,0,0,0,support,medium
-0.68,0.75,5,243,3,1,0,0,support,low
-0.96,0.54,3,198,3,0,0,0,support,low
-0.85,0.87,6,232,6,0,0,0,technical,low
-0.82,0.66,4,150,3,0,0,0,technical,low
-0.44,0.39,2,188,3,0,0,0,technical,low
-0.86,0.97,4,155,3,0,0,0,management,low
-0.56,0.68,3,109,3,0,0,0,IT,low
-0.69,0.94,3,170,3,0,0,0,IT,high
-0.91,0.85,5,214,2,0,0,0,IT,low
-0.99,0.94,3,244,3,0,0,0,IT,high
-0.76,0.84,5,137,4,0,0,0,IT,high
-0.63,0.67,5,250,2,0,0,0,product_mng,low
-0.21,0.62,4,247,3,1,0,0,product_mng,low
-0.63,0.43,2,222,4,0,0,0,product_mng,high
-0.58,0.51,2,100,2,0,0,0,product_mng,low
-0.52,0.84,4,212,3,0,0,0,IT,medium
-0.89,0.64,3,184,5,0,0,0,RandD,high
-0.81,0.81,4,177,3,0,0,0,RandD,medium
-0.62,0.73,3,138,3,0,0,0,RandD,medium
-0.83,0.5,4,167,3,1,0,0,RandD,medium
-0.85,0.99,3,201,3,0,0,0,RandD,medium
-0.52,0.61,5,162,3,0,0,0,marketing,high
-0.57,0.97,5,126,5,0,0,0,sales,medium
-0.93,1,4,145,3,0,0,0,accounting,medium
-0.78,0.89,3,211,3,0,0,0,support,medium
-0.65,0.59,3,167,2,0,0,0,technical,high
-0.42,0.74,5,256,6,0,0,0,management,medium
-0.22,0.61,6,237,5,0,0,0,marketing,high
-0.71,0.96,5,135,4,1,0,0,marketing,low
-0.44,0.68,5,209,4,0,0,0,marketing,medium
-0.6,0.52,4,190,3,0,0,0,sales,medium
-0.68,0.61,3,134,4,0,0,0,sales,medium
-0.53,0.41,2,148,2,1,0,0,sales,medium
-0.8,0.82,4,202,3,0,0,0,sales,low
-0.97,0.82,4,176,2,0,0,0,sales,low
-0.47,0.47,2,221,6,0,0,0,sales,low
-0.96,0.93,3,156,3,0,0,0,sales,low
-0.81,0.45,6,98,3,0,0,0,sales,low
-0.86,0.65,4,134,4,0,0,0,sales,low
-0.59,0.82,4,203,4,1,0,0,sales,low
-0.53,0.97,3,189,3,0,0,0,sales,low
-0.57,0.86,3,258,2,0,0,0,sales,low
-0.7,0.48,4,237,3,0,0,0,sales,low
-0.58,0.59,4,224,3,0,0,0,sales,high
-0.43,0.86,5,125,3,1,0,0,sales,low
-0.92,0.82,4,207,4,0,0,0,sales,low
-0.24,0.7,5,194,3,0,0,0,sales,low
-0.67,0.52,3,273,3,0,0,0,sales,low
-0.68,0.84,3,209,3,0,0,0,sales,high
-0.54,0.75,3,181,3,0,0,0,accounting,low
-0.73,0.63,3,172,4,1,0,0,accounting,low
-0.59,0.41,4,139,3,0,0,0,accounting,low
-0.22,0.64,6,260,4,0,0,0,hr,high
-0.49,0.83,3,168,4,1,0,0,hr,low
-0.91,1,6,242,3,1,0,0,hr,medium
-0.18,0.97,4,206,3,0,0,0,hr,high
-0.71,0.41,5,107,4,0,0,0,technical,medium
-0.56,0.66,5,216,2,0,0,0,technical,high
-0.84,0.62,4,152,3,0,0,0,technical,medium
-0.59,0.49,5,122,5,0,0,0,technical,medium
-0.88,0.62,4,138,3,0,0,0,technical,medium
-0.8,0.52,3,182,2,0,0,0,technical,medium
-0.53,0.63,3,205,2,0,0,0,technical,medium
-0.53,0.83,3,267,4,0,0,0,technical,medium
-0.3,0.67,3,150,2,0,0,0,technical,medium
-0.91,0.7,4,134,2,0,0,0,technical,medium
-0.32,0.66,5,116,5,1,0,0,technical,high
-0.73,0.87,3,181,3,0,0,0,support,low
-0.87,0.54,3,268,3,0,0,0,support,medium
-0.57,0.73,3,129,3,0,0,0,support,medium
-0.62,0.94,3,151,4,0,0,0,support,medium
-0.55,0.91,3,243,4,0,0,0,support,medium
-0.93,0.57,5,143,2,0,0,0,support,medium
-0.3,0.47,6,156,2,1,0,0,support,medium
-0.57,0.7,3,210,2,0,0,0,support,medium
-0.9,0.85,4,279,6,0,0,0,support,medium
-0.83,0.79,4,270,3,1,0,0,support,medium
-0.38,0.64,5,160,3,0,0,0,support,high
-0.97,0.95,4,173,2,0,0,0,technical,low
-0.7,1,4,261,3,0,0,0,technical,low
-0.26,0.73,4,178,6,0,0,0,technical,low
-0.58,0.58,3,122,3,0,0,0,management,high
-0.69,0.57,5,227,4,0,0,0,IT,low
-0.88,0.6,2,168,3,0,0,0,IT,low
-0.57,0.91,4,252,4,0,0,0,IT,low
-0.94,0.8,5,170,4,0,0,0,IT,high
-0.94,0.58,3,135,3,0,0,0,IT,low
-0.46,0.49,5,286,5,0,0,0,product_mng,low
-0.49,0.57,2,213,3,1,0,0,product_mng,low
-0.96,1,5,148,3,0,0,0,product_mng,low
-0.29,0.95,5,117,4,0,0,0,product_mng,low
-0.94,0.69,3,164,2,0,0,0,IT,low
-0.56,0.64,3,262,2,1,0,0,RandD,low
-0.18,0.49,5,250,5,1,0,0,RandD,medium
-0.84,0.83,4,222,3,0,0,0,RandD,medium
-0.58,0.96,3,192,4,0,0,0,RandD,medium
-0.21,0.6,5,151,6,0,0,0,RandD,medium
-0.59,0.53,4,216,2,0,0,0,marketing,medium
-0.66,0.65,3,234,2,0,0,0,marketing,medium
-0.58,0.82,4,268,3,0,0,0,sales,medium
-0.66,0.49,4,194,5,0,0,0,accounting,medium
-0.56,0.78,3,200,2,0,0,0,support,medium
-0.92,0.78,3,194,3,0,0,0,technical,medium
-0.56,0.69,3,176,3,0,0,0,management,medium
-0.57,0.59,4,158,3,0,0,0,marketing,medium
-0.99,0.79,3,271,4,0,0,0,marketing,high
-0.76,0.93,4,187,4,0,0,0,marketing,low
-0.78,0.91,4,202,2,0,0,0,sales,medium
-0.99,0.48,5,202,2,0,0,0,sales,medium
-0.71,0.95,6,204,3,1,0,0,sales,medium
-0.51,0.96,4,204,3,1,0,0,sales,medium
-0.88,0.82,3,244,3,0,0,0,sales,low
-0.96,0.83,3,234,3,0,0,0,sales,low
-0.9,0.64,4,217,3,0,0,0,sales,low
-0.77,0.51,4,142,4,0,0,0,sales,low
-0.95,0.5,4,186,3,1,0,0,sales,low
-0.85,0.67,3,267,2,1,0,0,sales,low
-0.46,0.79,2,108,3,0,0,0,sales,low
-0.57,0.95,3,274,4,0,0,0,sales,low
-0.93,1,3,148,4,0,0,0,sales,low
-0.78,0.68,5,168,3,0,0,0,sales,low
-0.68,1,4,185,2,1,0,0,sales,low
-0.83,0.78,3,257,2,0,0,0,sales,low
-0.56,0.51,5,256,4,1,0,0,sales,low
-0.93,0.78,2,188,2,0,0,0,sales,low
-0.13,0.53,6,173,4,0,0,0,sales,low
-0.71,0.99,5,208,2,1,0,0,accounting,low
-0.98,0.74,4,202,3,0,0,0,accounting,low
-0.83,0.82,3,134,3,0,0,0,accounting,low
-0.78,0.65,3,154,2,0,0,0,hr,low
-0.35,0.58,3,103,3,0,0,0,hr,low
-0.67,0.55,4,256,6,0,0,0,hr,low
-0.86,0.88,4,274,3,0,0,0,hr,medium
-0.33,0.61,2,163,3,0,0,0,technical,medium
-0.3,0.86,6,232,3,0,0,0,technical,medium
-0.75,0.63,4,268,3,0,0,0,technical,medium
-0.8,0.98,3,209,3,0,0,0,technical,medium
-0.98,0.53,5,238,3,0,0,0,technical,medium
-0.72,0.48,3,155,2,0,0,0,technical,medium
-0.82,0.52,5,270,3,0,0,0,technical,medium
-0.91,0.59,3,134,2,1,0,0,technical,medium
-0.84,0.78,3,221,3,1,0,0,technical,medium
-0.95,0.74,4,258,3,0,0,0,technical,medium
-0.53,0.51,6,272,5,0,0,0,technical,medium
-0.5,0.5,4,184,3,0,0,0,support,high
-0.36,0.95,6,276,2,0,0,0,support,low
-0.33,0.38,4,186,3,0,0,0,support,medium
-0.38,0.47,3,189,5,0,0,0,support,medium
-0.7,0.9,3,224,3,0,0,0,support,medium
-0.44,0.45,6,237,6,0,0,0,support,medium
-0.32,0.66,3,144,2,0,0,0,support,low
-0.63,0.93,6,171,3,1,0,0,support,low
-0.56,0.54,3,232,2,0,0,0,support,low
-0.56,0.78,4,193,2,1,0,0,support,low
-0.81,0.78,3,166,2,0,0,0,support,low
-0.89,0.75,3,167,2,0,0,0,technical,low
-0.63,0.87,2,101,3,0,0,0,technical,low
-0.64,0.66,5,266,3,0,0,0,technical,low
-0.46,0.53,3,135,2,0,0,0,management,low
-0.76,0.56,4,137,3,0,0,0,IT,low
-0.99,0.71,3,191,3,0,0,0,IT,low
-0.85,0.76,4,262,2,0,0,0,IT,low
-0.78,0.99,3,174,3,0,0,0,IT,low
-0.91,0.56,4,241,2,0,0,0,IT,low
-0.16,0.57,5,144,4,1,0,0,product_mng,low
-0.71,0.57,3,218,3,0,0,0,product_mng,low
-0.92,0.68,5,210,2,0,0,0,product_mng,low
-0.21,0.98,6,208,5,1,0,0,product_mng,low
-0.74,0.6,3,232,3,0,0,0,IT,low
-0.76,0.6,3,140,2,0,0,0,RandD,low
-0.62,0.95,3,189,4,0,0,0,RandD,low
-1,0.61,5,264,3,0,0,0,RandD,medium
-0.67,0.54,5,157,2,0,0,0,RandD,medium
-0.81,0.87,4,161,2,0,0,0,RandD,medium
-0.84,0.69,4,149,3,0,0,0,marketing,medium
-0.84,0.99,3,144,4,0,0,0,sales,medium
-0.97,0.97,4,242,2,0,0,0,accounting,medium
-0.7,0.5,6,214,5,0,0,0,support,medium
-0.52,0.74,4,174,3,0,0,0,technical,medium
-0.46,0.88,5,169,3,0,0,0,management,medium
-1,0.87,4,268,2,0,0,0,marketing,medium
-0.91,0.58,3,257,3,0,0,0,marketing,medium
-0.16,0.69,4,187,5,0,0,0,marketing,medium
-0.58,0.62,5,270,2,0,0,0,sales,high
-0.75,0.61,5,173,4,0,0,0,sales,low
-0.96,0.62,6,193,4,0,0,0,sales,medium
-0.92,0.78,4,212,2,0,0,0,sales,medium
-0.35,0.63,3,156,3,0,0,0,sales,medium
-0.56,0.96,3,244,3,0,0,0,sales,medium
-0.27,0.96,3,255,4,0,0,0,sales,low
-0.66,0.72,5,152,3,1,0,0,sales,low
-0.66,0.98,4,163,3,1,0,0,sales,low
-0.98,0.69,3,150,2,0,0,0,sales,low
-0.51,0.58,4,169,2,0,0,0,sales,low
-0.51,0.83,3,133,3,0,0,0,sales,low
-0.53,0.94,4,202,3,1,0,0,sales,low
-0.69,0.7,4,169,2,0,0,0,sales,low
-0.66,0.74,4,270,2,1,0,0,sales,low
-0.89,0.76,3,251,2,1,0,0,sales,low
-0.74,0.64,3,267,5,0,0,0,sales,low
-0.82,0.75,4,224,3,0,0,0,sales,low
-0.66,0.9,3,250,2,0,0,0,sales,low
-0.59,0.97,3,258,2,0,0,0,accounting,low
-0.13,0.65,2,209,5,0,0,0,accounting,low
-0.68,0.74,4,215,3,0,0,0,accounting,low
-0.5,0.81,3,183,3,0,0,0,hr,low
-0.6,0.82,3,143,3,0,0,0,hr,low
-0.87,0.98,3,174,3,0,0,0,hr,low
-0.51,0.89,6,170,4,0,0,0,hr,low
-0.78,0.63,3,202,2,0,0,0,technical,low
-0.66,0.96,4,160,2,0,0,0,technical,medium
-0.72,0.73,5,211,2,0,0,0,technical,medium
-0.57,0.98,3,236,3,1,0,0,technical,medium
-0.5,0.49,4,236,3,0,0,0,technical,medium
-0.72,0.62,4,252,2,1,0,0,technical,medium
-0.41,0.48,3,155,2,1,0,0,technical,medium
-0.55,0.65,5,138,2,0,0,0,technical,medium
-0.49,0.94,4,195,3,1,0,0,technical,medium
-0.8,0.94,3,150,3,0,0,0,technical,medium
-0.78,0.51,3,172,3,0,0,0,technical,medium
-0.69,0.56,3,240,2,0,0,0,support,medium
-0.83,0.98,3,229,6,0,0,0,support,medium
-0.89,0.73,3,169,3,0,0,0,support,high
-0.94,0.82,3,246,3,0,0,0,support,low
-0.51,0.53,4,260,2,1,0,0,support,medium
-0.89,0.9,4,101,6,0,0,0,support,medium
-0.99,0.69,3,190,3,0,0,0,support,medium
-0.79,0.66,3,154,4,0,0,0,support,medium
-0.98,0.97,4,196,4,0,0,0,support,low
-0.98,0.97,3,209,3,0,0,0,support,low
-0.97,0.67,4,223,3,0,0,0,support,low
-0.71,0.71,4,221,3,0,0,0,technical,low
-0.49,0.6,4,141,3,0,0,0,technical,low
-0.72,0.71,3,135,3,0,0,0,technical,low
-0.58,0.61,2,191,3,1,0,0,management,low
-0.65,1,4,195,3,0,0,0,IT,low
-0.18,0.55,5,217,4,0,0,0,IT,low
-0.83,0.99,4,184,3,0,0,0,IT,low
-0.2,0.76,5,188,3,0,0,0,IT,low
-0.96,0.93,6,240,6,0,0,0,IT,low
-0.59,0.69,4,226,3,0,0,0,product_mng,low
-0.97,0.99,3,196,3,0,0,0,product_mng,low
-0.14,0.99,6,251,4,0,0,0,product_mng,low
-0.75,0.96,4,150,2,0,0,0,product_mng,low
-0.71,0.63,3,249,3,0,0,0,IT,low
-0.84,0.52,4,251,3,0,0,0,RandD,low
-0.57,0.75,5,252,3,0,0,0,RandD,medium
-0.46,0.55,5,261,5,0,0,0,RandD,medium
-0.77,0.94,4,225,2,0,0,0,RandD,medium
-0.44,0.65,2,151,3,0,0,0,RandD,medium
-0.68,0.59,4,147,2,0,0,0,marketing,medium
-0.94,0.58,4,159,3,0,0,0,sales,medium
-0.73,0.91,4,241,2,1,0,0,accounting,medium
-0.51,0.5,5,176,5,0,0,0,support,medium
-0.93,0.87,4,218,4,0,0,0,technical,medium
-0.74,1,4,219,3,0,0,0,management,medium
-0.82,0.9,3,227,3,0,0,0,marketing,medium
-0.86,0.91,4,182,2,0,0,0,marketing,medium
-0.99,0.86,4,196,2,1,0,0,marketing,high
-0.58,0.86,4,257,3,0,0,0,sales,low
-0.96,0.6,5,182,5,0,0,0,sales,medium
-0.72,0.67,4,192,3,0,0,0,sales,medium
-0.23,0.94,4,142,4,0,0,0,sales,medium
-0.99,0.79,4,172,2,0,0,0,sales,medium
-0.95,0.58,4,188,3,0,0,0,sales,low
-0.75,0.55,5,281,3,1,0,0,sales,low
-0.95,0.54,4,255,2,0,0,0,sales,low
-0.97,0.84,3,223,3,0,0,0,sales,low
-0.98,0.86,2,219,4,0,0,0,sales,low
-0.79,0.98,3,195,2,0,0,0,sales,low
-0.54,0.91,2,156,3,0,0,0,sales,low
-0.51,0.51,5,259,4,0,0,0,sales,low
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-0.58,0.83,4,207,3,0,0,0,sales,low
-0.55,0.68,3,185,2,0,0,0,sales,low
-0.5,0.64,5,195,2,0,0,0,sales,low
-0.46,0.41,6,148,4,0,0,0,sales,low
-0.61,0.82,3,157,2,0,0,0,accounting,low
-0.91,0.98,4,146,3,0,0,0,accounting,low
-0.5,0.94,3,262,4,0,0,0,accounting,low
-0.75,0.82,3,169,3,0,0,0,hr,low
-0.74,0.87,3,192,3,1,0,0,hr,low
-0.62,0.53,4,147,2,0,0,0,hr,low
-0.87,0.76,5,254,2,1,0,0,hr,low
-0.13,0.72,3,244,4,0,0,0,technical,medium
-0.71,0.43,2,100,6,0,0,0,technical,medium
-0.7,0.9,3,173,2,0,0,0,technical,medium
-0.32,0.87,2,197,2,1,0,0,technical,medium
-0.84,0.72,3,256,4,0,0,0,technical,medium
-0.79,0.87,4,253,2,0,0,0,technical,medium
-0.97,0.64,4,152,2,0,0,0,technical,medium
-0.76,0.58,5,136,3,0,0,0,technical,medium
-0.97,0.63,3,141,3,0,0,0,technical,medium
-0.53,0.4,5,212,3,1,0,0,technical,medium
-0.61,0.57,4,144,3,0,0,0,technical,medium
-0.94,0.89,2,118,4,0,0,0,support,medium
-0.52,0.79,5,265,3,1,0,0,support,high
-0.91,0.67,3,143,3,0,0,0,support,low
-0.52,0.63,3,230,2,0,0,0,support,medium
-0.59,0.68,5,243,2,0,0,0,support,medium
-0.61,0.71,3,152,4,1,0,0,support,medium
-0.78,0.78,3,252,3,0,0,0,support,medium
-0.44,0.67,3,113,2,0,0,0,support,low
-0.8,0.97,4,259,2,0,0,0,support,low
-0.54,0.6,4,139,5,0,0,0,support,low
-0.96,0.91,4,228,3,1,0,0,support,low
-0.98,0.49,4,214,3,0,0,0,technical,low
-0.83,0.91,4,210,4,0,0,0,technical,low
-0.64,0.89,4,146,3,0,0,0,technical,low
-0.51,0.78,3,155,2,0,0,0,management,low
-0.31,0.42,2,169,5,0,0,0,IT,low
-0.53,0.68,3,258,3,0,0,0,IT,low
-0.81,0.53,3,258,2,0,0,0,IT,low
-0.17,0.85,3,168,4,0,0,0,IT,low
-0.72,0.98,3,211,2,0,0,0,IT,low
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-0.81,0.95,3,204,2,0,0,0,product_mng,low
-0.75,0.98,2,161,3,0,0,0,product_mng,low
-0.74,0.73,3,267,3,0,0,0,product_mng,low
-0.82,0.73,3,183,3,0,0,0,IT,low
-0.36,0.4,2,105,3,0,0,0,RandD,low
-0.89,0.55,3,260,2,0,0,0,RandD,low
-0.78,0.87,3,183,4,0,0,0,RandD,low
-0.81,0.56,4,262,3,0,0,0,RandD,medium
-0.61,0.78,4,244,4,0,0,0,RandD,medium
-0.23,0.96,4,242,6,0,0,0,marketing,medium
-0.73,1,4,146,3,0,0,0,sales,medium
-0.4,0.65,4,252,6,0,0,0,accounting,medium
-0.99,0.63,5,229,2,0,0,0,support,medium
-0.62,0.54,4,170,3,0,0,0,technical,medium
-0.61,0.93,3,250,4,0,0,0,management,medium
-0.9,0.98,2,243,3,0,0,0,marketing,medium
-0.93,0.67,4,135,3,1,0,0,marketing,medium
-0.52,0.75,4,266,3,0,0,0,marketing,medium
-0.77,0.72,4,223,3,0,0,0,sales,medium
-0.59,0.76,4,234,3,0,0,0,sales,high
-0.51,0.59,4,187,3,0,0,0,sales,low
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-0.95,0.65,3,155,2,1,0,0,sales,medium
-0.75,0.76,3,246,3,0,0,0,sales,medium
-0.54,0.61,3,152,3,0,0,0,sales,medium
-0.45,0.71,2,172,2,0,0,0,sales,low
-0.66,0.66,4,255,5,0,0,0,sales,low
-0.36,0.69,3,98,2,0,0,0,sales,low
-0.3,0.47,6,141,6,0,0,0,sales,low
-0.61,0.63,4,146,4,1,0,0,sales,low
-0.71,0.7,4,213,3,0,0,0,sales,low
-0.6,0.99,4,160,3,0,0,0,sales,low
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-0.9,0.78,3,162,2,0,0,0,sales,medium
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-0.52,0.56,3,225,3,0,0,0,accounting,medium
-0.77,0.56,3,236,3,1,0,0,accounting,medium
-0.98,0.62,3,203,2,0,0,0,accounting,medium
-0.79,0.5,4,252,3,1,0,0,hr,medium
-0.73,0.91,3,135,2,0,0,0,hr,medium
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-0.38,0.6,5,145,5,0,0,0,hr,medium
-0.59,0.48,5,267,3,0,0,0,technical,medium
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-0.2,0.52,5,218,5,0,0,0,technical,medium
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-0.24,0.38,6,109,2,0,0,0,support,medium
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-0.44,0.42,3,178,3,0,0,0,support,high
-0.98,0.67,4,189,4,0,0,0,support,high
-0.69,0.8,5,203,2,1,0,0,support,high
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-0.54,0.71,5,253,2,1,0,0,support,high
-0.77,0.98,3,273,3,0,0,0,support,high
-0.53,0.43,2,139,3,0,0,0,support,high
-0.64,0.72,3,185,2,1,0,0,technical,high
-0.69,0.59,5,182,4,0,0,0,technical,high
-0.93,0.71,5,270,2,0,0,0,technical,high
-0.58,0.65,3,139,4,0,0,0,management,high
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-0.73,0.36,4,253,2,1,0,0,RandD,low
-0.94,0.8,4,228,2,0,0,0,RandD,low
-0.82,0.58,5,227,3,0,0,0,RandD,low
-0.44,0.63,3,162,2,0,0,0,RandD,low
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-0.55,0.97,2,140,2,0,0,0,sales,medium
-0.92,0.84,3,164,2,0,0,0,accounting,medium
-0.91,0.59,4,177,4,0,0,0,support,medium
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-0.23,0.7,4,233,2,0,0,0,management,medium
-0.21,0.81,4,227,5,0,0,0,marketing,medium
-0.51,0.6,4,140,3,0,0,0,marketing,medium
-0.73,0.74,3,254,4,1,0,0,marketing,medium
-0.65,0.67,3,245,3,0,0,0,sales,medium
-0.64,0.48,2,157,2,0,0,0,sales,medium
-0.77,0.49,3,265,3,0,0,0,sales,medium
-0.71,0.79,4,261,3,0,0,0,sales,high
-0.2,0.38,6,212,6,0,0,0,sales,high
-0.99,0.57,4,216,3,0,0,0,sales,high
-0.77,0.57,4,238,3,0,0,0,sales,high
-0.8,0.56,2,204,3,0,0,0,sales,high
-0.97,0.5,4,216,2,0,0,0,sales,high
-0.89,0.53,4,208,3,0,0,0,sales,high
-0.97,0.7,4,218,2,0,0,0,sales,high
-0.23,0.99,5,176,4,1,0,0,sales,low
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-0.57,0.62,5,141,3,0,0,0,accounting,medium
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-0.52,0.7,4,219,3,0,0,0,hr,medium
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-0.49,0.57,4,141,3,0,0,0,support,medium
-0.79,0.9,5,146,3,1,0,0,support,high
-0.99,0.86,3,166,2,0,0,0,support,low
-0.56,0.79,4,197,2,0,0,0,support,medium
-0.7,0.79,4,240,2,0,0,0,support,medium
-0.93,0.65,4,258,3,0,0,0,support,medium
-0.46,0.66,6,229,3,0,0,0,support,medium
-0.24,0.61,5,252,4,0,0,0,technical,medium
-0.32,0.41,3,138,3,1,0,0,technical,medium
-0.5,0.78,4,208,3,1,0,0,technical,medium
-0.58,0.72,3,113,3,1,0,0,management,medium
-0.83,0.81,4,209,4,0,0,0,IT,medium
-0.57,0.42,2,248,4,0,0,0,IT,medium
-0.51,0.83,5,161,3,0,0,0,IT,low
-0.65,0.96,2,246,2,1,0,0,IT,low
-0.52,0.41,3,283,3,0,0,0,IT,low
-0.77,0.7,3,145,2,0,0,0,product_mng,low
-0.42,0.77,3,270,3,0,0,0,product_mng,low
-0.68,0.79,4,273,4,0,0,0,product_mng,low
-0.83,0.92,4,187,6,1,0,0,product_mng,low
-0.66,0.63,3,166,3,0,0,0,IT,high
-0.75,0.57,3,158,2,1,0,0,RandD,low
-0.65,0.48,4,229,3,0,0,0,RandD,high
-0.49,0.6,3,191,3,1,0,0,RandD,high
-0.77,0.96,3,232,2,1,0,0,RandD,low
-0.65,0.97,3,198,3,0,0,0,RandD,low
-0.65,0.49,5,238,4,0,0,0,marketing,high
-0.44,0.58,2,157,2,0,0,0,sales,low
-0.61,0.72,4,134,2,0,0,0,accounting,medium
-0.98,0.89,3,150,3,0,0,0,support,high
-0.68,0.88,5,256,2,0,0,0,technical,medium
-0.58,0.5,3,208,3,0,0,0,management,medium
-0.81,0.92,3,136,3,0,0,0,marketing,medium
-0.76,0.5,4,136,3,0,0,0,marketing,medium
-0.14,0.93,4,180,4,0,0,0,marketing,high
-0.49,0.91,3,227,3,0,0,0,sales,medium
-0.97,0.78,5,156,3,0,0,0,sales,medium
-0.91,0.6,4,133,4,1,0,0,sales,medium
-0.15,0.98,2,96,2,0,0,0,sales,high
-0.82,0.63,3,171,3,0,0,0,sales,medium
-0.67,0.87,3,177,4,0,0,0,sales,high
-0.5,0.96,4,274,3,0,0,0,sales,low
-0.57,0.39,2,145,3,0,0,0,sales,medium
-0.99,0.94,5,221,2,0,0,0,sales,medium
-0.97,0.94,3,202,2,0,0,0,sales,medium
-0.93,0.58,5,238,2,0,0,0,sales,medium
-0.62,0.6,4,170,2,0,0,0,sales,low
-0.62,0.51,4,208,2,1,0,0,sales,low
-0.96,0.61,4,199,3,0,0,0,sales,low
-0.98,0.96,4,253,3,0,0,0,sales,low
-0.52,0.57,4,239,3,0,0,0,sales,low
-0.56,0.77,5,279,4,0,0,0,sales,low
-0.14,0.41,6,114,3,0,0,0,sales,low
-0.29,0.38,6,105,5,0,0,0,sales,low
-0.76,0.81,4,193,3,1,0,0,accounting,low
-0.39,0.58,3,152,3,1,0,0,accounting,low
-0.96,0.72,4,228,2,0,0,0,accounting,high
-0.84,0.93,3,242,4,0,0,0,hr,low
-0.81,0.62,4,197,3,0,0,0,hr,low
-0.51,0.51,5,222,4,0,0,0,hr,low
-0.87,0.75,3,222,3,0,0,0,hr,low
-0.94,0.77,5,233,4,0,0,0,technical,high
-0.69,0.97,4,264,3,0,0,0,technical,low
-0.44,0.53,3,132,3,1,0,0,technical,low
-0.85,0.55,5,182,3,0,0,0,technical,low
-0.18,0.86,6,264,3,0,0,0,technical,high
-0.91,0.74,6,253,2,0,0,0,technical,low
-0.81,0.83,3,193,3,0,0,0,technical,medium
-0.82,0.59,5,143,2,1,0,0,technical,high
-0.48,0.79,3,180,2,0,0,0,technical,medium
-0.92,0.84,3,220,3,1,0,0,technical,high
-0.94,0.88,5,150,4,0,0,0,technical,medium
-1,0.56,3,182,3,0,0,0,support,medium
-0.96,0.91,3,257,3,0,0,0,support,medium
-0.24,0.74,3,269,4,1,0,0,support,medium
-0.62,0.89,5,243,3,0,0,0,support,medium
-0.55,0.76,4,257,3,0,0,0,support,medium
-0.82,0.52,5,233,2,0,0,0,support,medium
-0.62,0.56,4,267,4,0,0,0,support,medium
-0.61,0.69,4,160,2,1,0,0,support,high
-0.72,0.52,3,143,4,1,0,0,support,low
-0.45,0.76,4,143,2,1,0,0,support,medium
-0.51,0.93,3,162,4,0,0,0,support,medium
-0.42,0.53,3,181,5,0,0,0,technical,medium
-0.69,0.64,3,286,3,0,0,0,technical,medium
-0.61,0.66,2,111,3,0,0,0,technical,medium
-0.5,0.98,5,177,4,0,0,0,management,medium
-0.25,0.68,4,279,5,1,0,0,IT,medium
-0.88,0.89,4,135,3,0,0,0,IT,medium
-0.81,0.66,3,160,2,0,0,0,IT,medium
-0.75,0.77,3,178,4,0,0,0,IT,high
-0.77,0.8,3,147,3,0,0,0,IT,low
-0.55,0.72,3,204,2,0,0,0,product_mng,low
-0.7,0.73,5,151,2,0,0,0,product_mng,low
-0.96,0.78,3,209,2,0,0,0,product_mng,high
-0.18,0.73,6,225,4,0,0,0,product_mng,low
-0.22,0.62,6,142,3,0,0,0,IT,low
-0.95,0.49,3,158,2,0,0,0,RandD,low
-0.37,0.71,2,139,4,0,0,0,RandD,high
-0.84,0.45,3,263,2,0,0,0,RandD,low
-0.8,0.68,3,160,3,0,0,0,RandD,low
-0.57,0.55,2,173,2,0,0,0,RandD,low
-0.98,0.63,3,169,2,0,0,0,marketing,low
-0.95,0.62,3,161,3,0,0,0,sales,low
-0.8,0.65,4,172,3,1,0,0,accounting,low
-0.52,0.7,3,257,3,0,0,0,support,low
-0.31,0.62,2,139,3,0,0,0,technical,medium
-0.71,0.59,5,245,2,0,0,0,management,medium
-0.71,0.85,3,260,3,0,0,0,marketing,medium
-0.5,0.96,5,229,4,0,0,0,marketing,medium
-0.95,0.9,2,129,5,0,0,0,marketing,medium
-0.95,0.77,3,184,4,0,0,0,sales,medium
-0.65,0.85,4,204,3,0,0,0,sales,medium
-0.94,0.72,3,152,2,1,0,0,sales,medium
-0.72,0.85,4,142,3,0,0,0,sales,medium
-0.94,0.79,4,136,2,0,0,0,sales,medium
-0.79,0.94,4,216,4,0,0,0,sales,medium
-0.6,0.58,3,201,3,0,0,0,sales,medium
-0.62,0.76,4,163,3,0,0,0,sales,high
-0.94,0.74,4,224,5,0,0,0,sales,low
-0.24,0.5,4,209,3,0,0,0,sales,medium
-0.17,0.71,5,257,4,1,0,0,sales,medium
-0.66,0.83,4,234,4,0,0,0,sales,medium
-0.65,0.56,3,221,2,0,0,0,sales,medium
-0.51,0.62,2,186,2,0,0,0,sales,low
-0.41,0.75,4,199,3,0,0,0,sales,low
-0.98,0.99,3,235,3,0,0,0,sales,low
-0.96,0.55,5,211,2,0,0,0,sales,low
-0.55,0.97,4,136,4,0,0,0,sales,low
-0.99,0.71,4,155,3,0,0,0,sales,low
-0.51,0.98,4,269,3,0,0,0,accounting,low
-0.74,0.9,3,285,3,0,0,0,accounting,low
-0.81,0.87,5,241,3,0,0,0,accounting,low
-0.51,0.87,3,180,4,0,0,0,hr,low
-0.53,0.55,5,224,2,1,0,0,hr,low
-0.67,0.48,6,107,2,1,0,0,hr,low
-0.68,0.64,2,167,2,0,0,0,hr,low
-0.69,0.63,3,137,3,0,0,0,technical,low
-0.71,0.65,4,239,3,0,0,0,technical,low
-0.64,0.56,3,239,3,0,0,0,technical,low
-0.62,0.58,3,148,2,1,0,0,technical,low
-0.81,0.5,4,231,3,1,0,0,technical,low
-0.84,0.54,4,179,2,0,0,0,technical,low
-1,0.67,3,181,2,0,0,0,technical,low
-0.72,0.73,5,184,4,1,0,0,technical,low
-0.57,0.67,3,207,2,0,0,0,technical,medium
-0.73,0.99,4,152,4,0,0,0,technical,medium
-0.91,0.59,4,133,4,0,0,0,technical,medium
-0.98,0.85,4,178,3,0,0,0,support,medium
-0.58,0.95,4,173,3,0,0,0,support,medium
-0.73,0.52,2,113,5,1,0,0,support,medium
-0.96,0.95,3,236,2,0,0,0,support,medium
-0.57,0.98,3,188,5,0,0,0,support,medium
-0.77,0.73,3,269,2,0,0,0,support,medium
-0.3,0.85,2,203,3,0,0,0,support,medium
-0.85,0.75,3,214,3,0,0,0,support,medium
-0.49,0.83,2,185,6,0,0,0,support,medium
-0.77,0.43,4,265,6,0,0,0,support,high
-1,0.99,4,184,4,0,0,0,support,low
-0.85,0.74,3,157,3,0,0,0,technical,medium
-0.87,0.75,3,258,3,0,0,0,technical,medium
-0.9,0.79,3,222,6,1,0,0,technical,medium
-0.71,0.8,5,248,4,0,0,0,management,medium
-0.59,0.56,5,162,4,0,0,0,IT,low
-0.85,0.74,3,250,3,1,0,0,IT,low
-0.72,0.82,4,231,3,0,0,0,IT,low
-0.73,0.65,3,165,3,0,0,0,IT,low
-0.9,0.54,3,272,2,0,0,0,IT,low
-0.59,0.65,4,177,2,0,0,0,product_mng,low
-0.52,0.9,3,133,3,0,0,0,product_mng,low
-0.85,0.49,4,159,3,0,0,0,product_mng,low
-0.35,0.4,3,130,3,0,0,0,product_mng,low
-0.7,0.68,3,185,4,0,0,0,IT,low
-0.58,0.86,3,182,3,0,0,0,RandD,low
-0.89,0.5,2,238,4,0,0,0,RandD,low
-0.54,0.63,3,211,3,0,0,0,RandD,low
-0.55,0.89,4,209,3,0,0,0,RandD,low
-0.77,0.62,5,190,3,0,0,0,RandD,low
-0.55,0.61,4,272,4,1,0,0,marketing,low
-0.6,0.77,3,202,3,0,0,0,sales,low
-0.75,0.9,4,185,3,0,0,0,accounting,low
-0.57,0.88,3,176,3,0,0,0,support,low
-0.69,0.94,4,239,3,0,0,0,technical,low
-0.87,0.98,4,238,3,1,0,0,management,low
-0.69,0.36,5,269,6,1,0,0,marketing,medium
-0.58,0.92,3,232,5,0,0,0,marketing,medium
-0.87,0.64,2,148,6,1,0,0,marketing,medium
-0.71,0.77,3,149,2,0,0,0,sales,medium
-0.74,0.78,4,203,2,0,0,0,sales,medium
-0.75,0.53,5,235,3,0,0,0,sales,medium
-0.5,0.54,2,269,2,1,0,0,sales,medium
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-0.34,0.55,3,136,2,1,0,0,sales,medium
-0.53,0.87,5,158,3,0,0,0,sales,medium
-0.94,0.85,4,180,4,0,0,0,sales,medium
-0.76,0.77,5,133,2,0,0,0,sales,high
-0.2,0.58,5,199,4,0,0,0,sales,low
-0.97,0.67,3,169,2,1,0,0,sales,medium
-0.96,0.72,3,195,2,0,0,0,sales,medium
-0.81,0.5,5,205,3,0,0,0,sales,medium
-0.2,0.48,4,156,4,1,0,0,sales,medium
-0.53,0.71,3,125,2,1,0,0,sales,low
-0.75,0.76,3,171,4,0,0,0,sales,low
-0.55,0.91,4,199,3,0,0,0,sales,low
-0.58,0.65,5,187,2,0,0,0,sales,low
-0.99,0.64,4,218,4,0,0,0,accounting,low
-0.96,0.86,4,268,3,0,0,0,accounting,low
-0.82,0.92,3,257,2,0,0,0,accounting,low
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-0.78,0.97,4,221,4,0,0,0,hr,low
-0.46,0.47,6,101,5,0,0,0,hr,low
-0.88,0.59,3,224,2,0,0,0,hr,low
-0.91,0.55,3,223,4,1,0,0,technical,low
-0.6,0.68,4,271,4,0,0,0,technical,low
-0.82,0.51,3,210,2,0,0,0,technical,low
-0.67,0.56,4,241,3,0,0,0,technical,low
-0.55,0.61,3,209,3,0,0,0,technical,low
-0.73,0.62,5,186,4,0,0,0,technical,low
-0.59,0.68,4,273,2,0,0,0,technical,low
-0.4,0.65,6,172,2,1,0,0,technical,low
-0.56,0.99,3,209,2,0,0,0,technical,low
-0.87,0.57,4,175,2,1,0,0,technical,low
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-0.51,0.9,5,193,4,0,0,0,support,medium
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-0.91,0.67,4,206,3,0,0,0,IT,low
-0.18,0.79,4,240,5,0,0,0,RandD,low
-0.94,0.58,5,215,2,0,0,0,RandD,low
-0.44,0.61,3,147,4,0,0,0,RandD,low
-0.96,0.59,2,265,2,0,0,0,RandD,low
-0.55,0.97,4,162,3,0,0,0,RandD,low
-0.99,0.54,4,239,3,0,0,0,marketing,low
-0.75,0.88,3,224,2,0,0,0,sales,low
-0.66,0.78,4,256,3,0,0,0,accounting,low
-0.96,0.57,3,263,3,0,0,0,support,low
-0.6,0.86,6,272,4,0,0,0,technical,low
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-0.85,0.8,4,219,2,0,0,0,marketing,medium
-0.3,0.53,3,210,6,0,0,0,marketing,medium
-0.74,0.95,4,237,3,1,0,0,marketing,medium
-0.14,0.8,5,226,3,0,0,0,sales,medium
-0.93,0.76,3,212,3,0,0,0,sales,medium
-0.75,0.48,3,250,5,0,0,0,sales,medium
-0.58,0.63,4,171,3,0,0,0,sales,medium
-0.59,0.6,3,149,4,0,0,0,sales,medium
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-1,0.84,3,215,2,0,0,0,sales,medium
-0.51,0.51,3,272,3,0,0,0,sales,medium
-0.16,0.72,4,192,6,0,0,0,sales,high
-0.77,0.56,5,226,4,0,0,0,sales,low
-0.61,0.47,2,149,3,0,0,0,sales,medium
-0.73,0.51,3,244,2,0,0,0,sales,medium
-0.52,0.85,4,193,3,0,0,0,sales,medium
-0.13,0.72,4,247,3,0,0,0,sales,medium
-0.73,0.62,3,181,3,0,0,0,sales,low
-0.39,0.68,2,137,3,1,0,0,sales,low
-0.92,0.8,3,211,4,0,0,0,sales,low
-0.34,0.78,5,137,4,0,0,0,sales,low
-0.94,0.51,4,229,2,1,0,0,sales,low
-0.82,0.65,4,168,3,0,0,0,accounting,low
-0.26,0.69,4,180,3,1,0,0,accounting,low
-0.78,0.53,4,177,2,0,0,0,accounting,low
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-0.5,0.53,3,191,2,1,0,0,hr,low
-0.52,0.96,4,125,3,0,0,0,hr,low
-0.89,0.79,4,152,3,0,0,0,hr,low
-0.85,0.52,4,174,2,0,0,0,technical,low
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-0.38,0.67,2,117,3,0,0,0,technical,low
-0.55,0.49,2,180,5,1,0,0,technical,low
-0.83,0.84,4,146,3,0,0,0,technical,low
-0.62,0.65,3,249,3,0,0,0,technical,low
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-0.62,0.5,4,198,3,1,0,0,technical,low
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-0.45,0.48,5,287,5,0,0,0,support,medium
-0.5,0.95,4,222,3,1,0,0,support,medium
-0.75,0.82,3,227,2,0,0,0,support,medium
-0.88,0.5,4,162,2,0,0,0,support,medium
-0.49,0.79,5,206,2,0,0,0,support,medium
-0.82,0.87,5,273,6,0,0,0,support,medium
-0.92,0.65,4,135,3,0,0,0,support,medium
-0.4,0.85,5,99,2,1,0,0,support,high
-0.36,0.61,4,166,4,0,0,0,technical,low
-0.8,0.99,5,187,3,1,0,0,technical,medium
-0.68,0.65,4,134,3,0,0,0,technical,medium
-0.54,0.45,4,137,3,1,0,0,management,medium
-0.73,0.69,3,175,2,0,0,0,IT,medium
-0.64,0.49,5,188,2,0,0,0,IT,low
-0.12,0.39,5,161,4,0,0,0,IT,low
-0.6,0.7,4,145,6,0,0,0,IT,low
-0.36,0.62,4,111,6,0,0,0,IT,low
-0.63,0.76,3,176,2,0,0,0,product_mng,low
-0.67,0.94,2,192,3,0,0,0,product_mng,low
-0.83,0.9,3,179,2,1,0,0,product_mng,low
-0.48,0.9,4,224,3,0,0,0,product_mng,low
-0.89,0.56,4,241,5,0,0,0,IT,low
-0.71,0.96,3,201,3,0,0,0,RandD,low
-0.31,0.59,4,138,2,0,0,0,RandD,low
-0.89,0.84,5,168,2,0,0,0,RandD,low
-0.38,0.51,2,120,3,0,0,0,RandD,low
-0.88,0.92,3,179,3,0,0,0,RandD,low
-0.64,0.85,3,250,3,0,0,0,marketing,low
-0.65,0.74,4,237,3,1,0,0,sales,low
-0.65,0.81,4,192,3,0,0,0,accounting,low
-0.54,0.97,4,258,3,0,0,0,support,low
-0.69,0.76,4,257,4,0,0,0,technical,low
-0.77,0.78,2,271,3,0,0,0,management,low
-0.28,0.66,3,184,2,0,0,0,marketing,low
-0.33,0.4,6,214,6,0,0,0,marketing,medium
-0.83,0.68,4,198,3,0,0,0,marketing,medium
-0.89,0.73,3,274,2,0,0,0,sales,medium
-0.76,0.6,5,279,2,0,0,0,sales,medium
-0.83,0.64,5,272,2,0,0,0,sales,medium
-0.57,0.85,4,152,3,0,0,0,sales,medium
-0.61,0.89,2,287,4,0,0,0,sales,medium
-0.96,0.89,2,239,6,1,0,0,sales,medium
-0.17,0.5,4,274,6,0,0,0,sales,medium
-0.61,0.6,4,121,2,0,0,0,sales,medium
-0.73,0.74,5,199,2,0,0,0,sales,medium
-0.3,0.39,3,175,3,0,0,0,sales,medium
-0.42,0.67,2,115,3,0,0,0,sales,high
-0.65,0.75,3,194,4,1,0,0,sales,low
-0.17,0.45,2,119,3,0,0,0,sales,medium
-0.12,0.82,5,162,4,1,0,0,sales,medium
-0.7,0.78,5,264,2,0,0,0,sales,medium
-0.87,0.88,3,179,2,0,0,0,sales,medium
-0.43,0.44,5,213,3,0,0,0,sales,low
-0.84,0.65,3,269,2,0,0,0,sales,low
-0.94,0.55,3,160,3,0,0,0,sales,low
-0.89,0.76,4,133,2,0,0,0,accounting,low
-0.69,0.75,5,201,3,0,0,0,accounting,low
-0.18,0.99,4,160,5,0,0,0,accounting,low
-0.98,0.69,3,274,3,0,0,0,hr,low
-0.3,0.88,5,245,4,0,0,0,hr,low
-0.51,0.53,3,237,3,0,0,0,hr,medium
-0.76,0.9,3,279,6,0,0,0,hr,medium
-0.67,0.96,4,207,3,0,0,0,technical,medium
-0.12,0.84,4,218,6,0,0,0,technical,medium
-0.42,0.41,5,240,2,0,0,0,technical,medium
-0.69,0.76,3,153,3,0,0,0,technical,medium
-0.63,0.96,3,144,2,0,0,0,technical,medium
-0.66,0.62,2,159,3,1,0,0,technical,medium
-0.5,0.5,3,237,2,0,0,0,technical,medium
-0.67,0.82,5,148,2,1,0,0,technical,medium
-0.59,0.62,4,205,3,0,0,0,technical,medium
-0.75,0.78,2,264,3,1,0,0,technical,medium
-0.88,0.89,5,189,2,0,0,0,technical,medium
-0.99,0.75,3,243,3,0,0,0,support,medium
-0.44,0.42,2,199,2,0,0,0,support,medium
-0.65,0.78,4,205,2,0,0,0,support,medium
-0.88,0.63,3,184,4,0,0,0,support,medium
-0.58,0.79,2,274,4,0,0,0,support,medium
-0.99,0.9,4,181,3,0,0,0,support,medium
-0.76,0.71,3,205,2,0,0,0,support,medium
-0.14,0.98,5,172,5,0,0,0,support,medium
-0.57,0.86,3,164,2,0,0,0,support,medium
-0.52,0.82,3,138,2,1,0,0,support,medium
-0.71,0.55,5,262,3,0,0,0,support,medium
-0.27,0.75,5,264,3,0,0,0,technical,medium
-0.49,0.52,3,225,2,0,0,0,technical,high
-0.59,0.5,3,199,2,0,0,0,technical,high
-0.24,0.65,6,210,5,0,0,0,management,high
-0.18,0.87,6,226,4,0,0,0,IT,high
-0.73,0.62,5,134,3,0,0,0,IT,high
-0.78,0.63,6,111,6,0,0,0,IT,high
-0.94,0.73,5,142,2,1,0,0,IT,high
-0.86,0.53,3,213,3,0,0,0,IT,high
-0.97,0.88,4,139,2,0,0,0,product_mng,high
-0.49,0.54,3,145,3,0,0,0,product_mng,high
-0.82,0.48,4,149,6,0,0,0,product_mng,high
-0.86,0.64,4,147,2,1,0,0,product_mng,high
-0.3,0.39,3,193,3,1,0,0,IT,low
-0.7,0.38,4,270,2,0,0,0,RandD,low
-0.8,0.78,5,266,3,0,0,0,RandD,low
-0.36,0.63,2,278,4,0,0,0,RandD,low
-0.4,0.61,3,165,2,0,0,0,RandD,low
-0.8,0.58,4,175,2,0,0,0,RandD,low
-0.98,0.73,4,140,4,0,0,0,marketing,low
-0.92,0.67,3,149,3,0,0,0,sales,low
-0.68,1,3,205,4,0,0,0,accounting,low
-1,0.59,3,253,3,0,0,0,support,low
-0.8,0.54,3,222,4,0,0,0,technical,low
-0.85,0.69,4,216,4,0,0,0,management,low
-0.69,0.6,3,139,2,0,0,0,marketing,low
-0.57,0.52,4,252,2,0,0,0,marketing,low
-0.33,0.72,2,173,2,0,0,0,marketing,low
-0.19,0.48,6,178,3,1,0,0,sales,medium
-0.5,0.63,3,160,2,0,0,0,sales,medium
-0.52,0.88,3,261,4,0,0,0,sales,medium
-0.13,0.52,6,188,3,0,0,0,sales,medium
-0.18,0.73,4,219,5,0,0,0,sales,medium
-0.86,0.64,4,263,3,0,0,0,sales,medium
-0.86,0.59,4,165,3,0,0,0,sales,medium
-0.16,0.76,6,218,6,0,0,0,sales,medium
-0.43,0.46,2,239,3,1,0,0,sales,medium
-0.79,0.63,3,212,2,1,0,0,sales,medium
-0.51,0.67,4,133,3,0,0,0,sales,medium
-0.83,0.55,5,250,3,1,0,0,sales,medium
-0.61,0.45,3,114,3,0,0,0,sales,high
-0.65,0.57,3,168,2,0,0,0,sales,high
-0.95,0.83,4,252,2,0,0,0,sales,high
-0.63,0.64,5,189,4,0,0,0,sales,high
-0.72,0.6,3,265,2,1,0,0,sales,high
-0.8,0.57,3,176,3,0,0,0,sales,high
-0.7,0.57,4,150,4,0,0,0,sales,high
-0.45,0.79,5,97,6,1,0,0,accounting,high
-0.64,0.85,4,265,2,0,0,0,accounting,low
-0.94,0.48,4,260,4,0,0,0,accounting,low
-0.57,0.76,4,164,2,0,0,0,hr,low
-0.35,0.56,4,142,2,0,0,0,hr,low
-0.75,0.81,2,247,4,0,0,0,hr,low
-0.7,0.92,5,182,3,0,0,0,hr,low
-0.7,0.47,2,238,3,0,0,0,technical,low
-0.61,0.62,3,191,3,0,0,0,technical,low
-0.78,0.87,4,178,3,0,0,0,technical,medium
-0.97,0.77,4,208,2,0,0,0,technical,medium
-0.51,0.76,3,256,2,0,0,0,technical,medium
-0.56,0.71,5,243,3,0,0,0,technical,medium
-0.87,0.55,3,233,3,0,0,0,technical,medium
-0.64,0.78,5,200,3,0,0,0,technical,medium
-0.6,0.85,2,226,2,1,0,0,technical,medium
-0.9,0.76,2,150,2,0,0,0,technical,medium
-0.54,0.62,2,141,2,0,0,0,technical,medium
-0.23,0.8,5,139,3,0,0,0,support,medium
-0.8,0.81,3,199,4,1,0,0,support,medium
-0.23,0.78,4,154,6,1,0,0,support,medium
-0.81,0.51,3,247,2,0,0,0,support,medium
-0.35,0.6,5,239,5,0,0,0,support,medium
-0.67,0.8,4,137,2,0,0,0,support,medium
-0.46,0.6,4,119,5,0,0,0,support,medium
-0.84,0.98,4,134,5,1,0,0,support,medium
-0.92,0.79,3,243,4,0,0,0,support,medium
-0.75,0.93,5,210,3,0,0,0,support,medium
-0.7,0.57,4,265,2,0,0,0,support,medium
-0.7,0.75,4,204,3,0,0,0,technical,medium
-0.9,0.81,6,273,5,0,0,0,technical,medium
-0.8,1,3,177,2,0,0,0,technical,medium
-0.5,0.65,5,285,6,0,0,0,management,high
-0.84,0.72,4,222,2,0,0,0,IT,low
-0.48,0.94,3,185,2,1,0,0,IT,medium
-0.98,0.87,5,151,6,0,0,0,IT,medium
-0.64,0.96,3,109,4,0,0,0,IT,medium
-0.58,0.53,4,192,4,0,0,0,IT,medium
-0.66,0.89,4,139,3,0,0,0,product_mng,medium
-0.76,0.98,4,191,2,0,0,0,product_mng,medium
-0.32,0.42,6,114,3,0,0,0,product_mng,medium
-0.49,0.87,3,212,2,0,0,0,product_mng,medium
-0.81,0.51,3,162,2,0,0,0,IT,medium
-0.42,0.48,5,191,5,0,0,0,RandD,medium
-0.17,0.85,3,234,3,0,0,0,RandD,low
-0.49,0.59,4,265,3,0,0,0,RandD,low
-0.34,0.69,6,283,2,0,0,0,RandD,low
-0.86,0.81,3,232,4,0,0,0,RandD,low
-0.51,0.71,4,208,3,1,0,0,marketing,low
-0.49,0.99,4,258,3,1,0,0,sales,low
-0.49,0.63,3,175,2,0,0,0,accounting,low
-0.51,0.59,3,238,3,0,0,0,support,high
-0.64,0.52,3,166,3,0,0,0,technical,low
-0.62,0.85,4,225,2,0,0,0,management,high
-0.81,0.52,4,221,6,0,0,0,marketing,high
-0.95,0.57,2,263,3,0,0,0,marketing,low
-0.88,0.66,4,218,4,1,0,0,marketing,low
-0.87,0.68,5,236,4,0,0,0,sales,high
-0.73,0.68,5,133,2,0,0,0,sales,low
-0.98,0.73,2,237,3,0,0,0,sales,medium
-0.77,0.48,3,204,6,0,0,0,sales,high
-0.76,0.99,3,166,3,0,0,0,sales,medium
-0.21,0.93,4,189,2,1,0,0,sales,medium
-0.72,0.63,4,251,3,0,0,0,sales,medium
-0.41,0.56,2,121,2,0,0,0,sales,medium
-0.9,0.56,3,149,2,0,0,0,sales,high
-0.96,0.9,5,198,2,0,0,0,sales,medium
-0.61,0.48,4,163,3,0,0,0,sales,medium
-0.6,0.8,4,222,2,0,0,0,sales,medium
-0.5,0.76,2,107,4,0,0,0,sales,high
-0.79,0.61,4,162,2,0,0,0,sales,medium
-0.32,0.69,6,192,3,0,0,0,sales,high
-0.85,0.59,5,236,3,0,0,0,sales,low
-0.9,0.62,5,225,2,0,0,0,sales,medium
-0.74,0.54,4,167,2,0,0,0,sales,medium
-0.21,0.76,6,219,4,1,0,0,sales,medium
-0.91,0.61,3,255,3,0,0,0,accounting,medium
-0.9,0.66,5,137,2,0,0,0,accounting,low
-0.74,0.99,4,193,3,0,0,0,accounting,low
-0.76,0.75,3,239,2,0,0,0,hr,low
-0.45,0.61,5,179,5,0,0,0,hr,low
-0.73,0.63,3,205,2,1,0,0,hr,low
-0.6,0.73,3,140,5,1,0,0,hr,low
-0.8,0.77,5,256,2,0,0,0,technical,low
-0.53,0.7,4,243,3,0,0,0,technical,low
-0.97,0.63,5,163,3,0,0,0,technical,low
-0.64,0.99,3,167,2,0,0,0,technical,low
-0.92,0.59,4,190,5,0,0,0,technical,high
-0.6,0.57,5,145,3,1,0,0,technical,low
-1,0.6,4,265,4,0,0,0,technical,low
-0.69,0.63,4,272,2,0,0,0,technical,low
-0.53,0.45,5,140,5,0,0,0,technical,low
-0.63,0.58,4,236,2,0,0,0,technical,high
-0.57,0.89,4,255,3,1,0,0,technical,low
-0.79,0.45,5,131,6,0,0,0,support,low
-0.68,0.92,4,209,6,0,0,0,support,low
-0.56,0.61,3,250,2,0,0,0,support,high
-0.48,0.51,3,201,2,1,0,0,support,low
-0.59,0.67,4,271,2,0,0,0,support,medium
-0.34,0.76,6,237,5,0,0,0,support,high
-0.98,0.87,3,239,4,0,0,0,support,medium
-0.36,0.45,2,135,3,1,0,0,support,high
-0.6,0.58,2,182,2,0,0,0,support,medium
-0.24,0.54,6,193,4,0,0,0,support,medium
-0.67,0.72,4,192,3,1,0,0,support,medium
-0.17,0.6,5,144,6,0,0,0,technical,medium
-0.57,0.58,3,251,3,0,0,0,technical,medium
-0.7,0.85,3,161,2,0,0,0,technical,medium
-0.73,0.62,3,171,3,0,0,0,management,medium
-0.61,0.86,4,153,5,0,0,0,IT,medium
-0.95,0.96,4,161,2,0,0,0,IT,high
-0.85,0.55,3,226,4,0,0,0,IT,low
-0.72,0.9,3,193,3,0,0,0,IT,medium
-0.84,0.66,4,204,3,0,0,0,IT,medium
-0.57,0.47,2,158,2,0,0,0,product_mng,medium
-0.69,0.69,3,236,4,0,0,0,product_mng,medium
-0.57,0.68,4,191,3,0,0,0,product_mng,medium
-0.52,0.59,6,104,4,0,0,0,product_mng,medium
-0.56,0.55,3,245,2,0,0,0,IT,medium
-0.75,0.74,3,186,3,1,0,0,RandD,medium
-0.98,0.75,5,168,4,1,0,0,RandD,medium
-0.48,0.55,4,262,3,1,0,0,RandD,high
-0.35,0.67,2,116,3,0,0,0,RandD,low
-0.66,0.93,4,187,2,0,0,0,RandD,low
-0.79,0.9,5,184,3,0,0,0,marketing,low
-0.86,0.53,4,155,3,0,0,0,marketing,high
-0.88,1,5,190,2,0,0,0,sales,low
-0.83,0.64,3,242,3,0,0,0,accounting,low
-0.8,0.64,5,204,2,0,0,0,support,low
-0.64,0.69,4,232,3,0,0,0,technical,high
-0.72,0.59,4,245,2,0,0,0,management,low
-0.67,0.61,3,251,2,0,0,0,marketing,low
-0.75,0.7,4,179,2,0,0,0,marketing,low
-0.65,0.95,4,153,2,0,0,0,marketing,low
-0.98,0.98,5,210,6,0,0,0,sales,low
-0.68,0.8,2,257,2,1,0,0,sales,low
-0.52,0.37,3,137,4,0,0,0,sales,low
-0.68,0.93,4,179,2,0,0,0,sales,medium
-0.92,0.74,4,213,3,0,0,0,sales,medium
-0.86,0.79,3,106,6,1,0,0,sales,medium
-0.5,0.99,4,272,2,0,0,0,sales,medium
-0.35,0.37,4,153,2,0,0,0,sales,medium
-0.76,0.97,5,172,3,0,0,0,sales,medium
-0.66,0.95,4,224,2,0,0,0,sales,medium
-0.58,0.71,3,230,3,1,0,0,sales,medium
-0.55,0.97,4,222,4,0,0,0,sales,medium
-0.9,0.53,3,270,3,0,0,0,sales,medium
-0.75,0.71,4,205,3,0,0,0,sales,medium
-0.9,0.63,4,134,3,1,0,0,sales,medium
-0.14,0.54,5,275,4,1,0,0,sales,high
-0.86,0.57,4,183,3,0,0,0,sales,low
-0.56,0.84,4,143,4,0,0,0,sales,medium
-0.54,0.63,5,259,2,0,0,0,sales,medium
-0.36,0.8,5,186,4,0,0,0,accounting,medium
-0.82,0.59,3,155,3,0,0,0,accounting,medium
-0.49,0.42,2,266,3,0,0,0,accounting,low
-0.77,0.97,3,215,2,0,0,0,hr,low
-0.64,0.83,4,179,3,0,0,0,hr,low
-0.93,0.53,3,217,3,0,0,0,hr,low
-0.96,0.94,5,235,3,0,0,0,hr,low
-0.6,0.97,3,164,2,0,0,0,technical,low
-0.58,0.55,3,178,5,0,0,0,technical,low
-0.52,0.49,5,170,3,0,0,0,technical,low
-0.74,0.79,5,241,3,0,0,0,technical,low
-0.64,0.99,4,222,2,0,0,0,technical,low
-0.93,0.59,3,233,3,0,0,0,technical,low
-0.76,0.49,5,243,3,0,0,0,technical,low
-0.5,0.54,4,175,2,0,0,0,technical,low
-0.79,0.55,4,266,3,0,0,0,technical,low
-0.97,0.95,5,201,2,0,0,0,technical,low
-0.6,0.49,5,259,4,0,0,0,technical,low
-0.84,0.73,5,105,5,0,0,0,support,low
-0.75,0.99,5,189,3,0,0,0,support,low
-0.24,0.91,4,232,2,0,0,0,support,low
-0.24,0.91,5,258,6,0,0,0,support,low
-0.51,0.58,5,173,3,0,0,0,support,low
-0.5,0.88,4,147,3,0,0,0,support,medium
-0.66,0.36,3,256,6,0,0,0,support,medium
-0.97,0.77,3,206,4,0,0,0,support,medium
-0.61,0.5,4,175,3,0,0,0,support,medium
-0.77,0.49,4,274,2,1,0,0,support,medium
-0.74,0.64,3,229,3,0,0,0,support,medium
-0.92,0.98,4,161,3,0,0,0,technical,medium
-0.78,0.99,2,188,2,0,0,0,technical,medium
-0.56,0.57,3,205,3,0,0,0,technical,medium
-0.82,0.63,3,246,3,0,0,0,management,medium
-0.26,0.98,5,161,5,0,0,0,IT,medium
-0.69,0.85,5,246,3,0,0,0,IT,medium
-0.78,0.83,4,158,3,0,0,0,IT,high
-0.67,0.86,3,175,3,0,0,0,IT,low
-0.77,0.91,5,268,3,1,0,0,IT,medium
-0.8,0.63,4,211,2,0,0,0,product_mng,medium
-0.51,0.51,3,274,2,0,0,0,product_mng,medium
-0.77,0.52,4,241,3,0,0,0,product_mng,medium
-0.65,0.71,3,170,2,0,0,0,product_mng,low
-0.58,0.53,3,287,5,0,0,0,IT,low
-0.67,0.39,2,235,6,0,0,0,RandD,low
-0.33,0.39,3,98,3,1,0,0,RandD,low
-0.78,0.66,6,105,5,1,0,0,RandD,low
-0.58,0.83,3,226,3,0,0,0,RandD,low
-0.63,0.59,4,171,4,0,0,0,RandD,low
-0.63,0.51,4,153,4,0,0,0,RandD,low
-0.59,0.55,3,183,4,0,0,0,marketing,low
-0.6,0.9,5,139,3,0,0,0,sales,low
-0.93,0.9,5,210,3,0,0,0,accounting,low
-0.78,0.77,2,177,4,0,0,0,support,low
-0.65,0.6,3,148,2,0,0,0,technical,low
-1,0.61,4,198,2,0,0,0,management,low
-0.96,1,3,137,4,1,0,0,marketing,low
-0.54,0.97,5,233,3,1,0,0,marketing,low
-0.98,0.69,2,204,4,0,0,0,marketing,low
-0.34,0.59,2,164,2,0,0,0,sales,low
-0.71,0.53,5,162,2,0,0,0,sales,low
-0.64,0.64,3,180,2,1,0,0,sales,low
-0.71,0.93,2,199,2,0,0,0,sales,low
-0.58,0.63,4,190,2,0,0,0,sales,medium
-0.87,0.96,4,151,3,1,0,0,sales,medium
-0.58,0.85,4,162,3,0,0,0,sales,medium
-0.87,0.67,3,139,2,0,0,0,sales,medium
-0.72,0.86,3,231,3,1,0,0,sales,medium
-0.67,0.83,5,269,2,0,0,0,sales,medium
-0.53,0.97,4,249,3,0,0,0,sales,medium
-0.78,0.61,3,148,2,0,0,0,sales,medium
-0.19,0.63,4,233,5,0,0,0,sales,medium
-1,0.88,4,240,4,0,0,0,sales,medium
-0.75,0.75,5,229,2,1,0,0,sales,medium
-0.29,0.66,3,256,2,1,0,0,sales,medium
-0.37,0.7,2,188,2,0,0,0,sales,high
-0.78,0.5,3,167,2,0,0,0,sales,low
-0.24,0.64,5,190,4,0,0,0,sales,medium
-0.49,0.7,4,168,3,0,0,0,accounting,medium
-0.18,0.64,6,154,5,0,0,0,accounting,medium
-0.76,0.85,4,135,3,0,0,0,accounting,medium
-0.5,0.97,4,217,3,0,0,0,hr,low
-0.82,0.94,3,253,2,0,0,0,hr,low
-0.97,0.94,3,180,3,0,0,0,hr,low
-0.72,0.9,4,225,2,0,0,0,hr,low
-0.98,0.64,4,134,3,1,0,0,technical,low
-0.76,0.73,3,192,2,0,0,0,technical,low
-0.72,0.88,3,224,3,0,0,0,technical,low
-0.96,0.91,3,260,5,0,0,0,technical,low
-0.62,0.78,3,178,3,1,0,0,technical,low
-0.25,0.98,4,166,5,1,0,0,technical,low
-0.82,0.56,5,180,3,0,0,0,technical,low
-0.59,0.9,3,189,2,0,0,0,technical,low
-0.94,0.73,3,154,3,0,0,0,technical,low
-0.72,0.88,3,236,3,0,0,0,technical,low
-0.53,0.78,5,198,3,0,0,0,technical,low
-0.67,0.83,3,148,3,0,0,0,support,low
-0.99,0.52,4,205,2,0,0,0,support,low
-0.64,0.53,4,133,3,0,0,0,support,low
-0.61,0.57,4,160,3,1,0,0,support,low
-0.89,0.85,4,201,2,1,0,0,support,low
-0.61,0.7,5,157,4,0,0,0,support,low
-0.9,0.74,3,260,2,0,0,0,support,medium
-0.96,0.51,5,152,3,0,0,0,support,medium
-0.62,0.55,4,218,3,0,0,0,support,medium
-0.89,0.57,3,252,2,0,0,0,support,medium
-0.52,0.67,4,216,3,0,0,0,support,medium
-0.66,0.99,3,183,2,0,0,0,technical,medium
-0.96,0.6,5,269,2,0,0,0,technical,medium
-0.95,0.89,5,132,4,0,0,0,technical,medium
-0.75,0.98,4,170,4,0,0,0,management,medium
-0.39,0.87,5,257,5,1,0,0,IT,medium
-0.93,0.69,3,138,2,0,0,0,IT,medium
-0.44,0.54,3,115,3,0,0,0,IT,medium
-0.9,0.67,3,165,2,0,0,0,IT,high
-0.75,0.81,3,214,3,0,0,0,IT,low
-0.45,0.75,2,246,2,0,0,0,product_mng,medium
-0.42,0.6,2,188,3,0,0,0,product_mng,medium
-0.99,0.82,3,255,2,0,0,0,product_mng,medium
-0.89,0.91,4,190,2,0,0,0,product_mng,medium
-0.96,0.9,4,164,4,0,0,0,IT,low
-0.5,0.46,3,165,3,0,0,0,RandD,low
-0.59,0.59,3,141,3,0,0,0,RandD,low
-0.57,0.69,3,154,2,0,0,0,RandD,low
-1,0.87,3,165,2,0,0,0,RandD,low
-0.6,0.59,5,266,2,0,0,0,RandD,low
-0.21,0.85,6,235,6,0,0,0,RandD,low
-0.63,0.83,4,159,2,0,0,0,marketing,low
-0.8,0.82,3,218,3,0,0,0,sales,low
-0.51,0.96,3,149,4,0,0,0,accounting,low
-0.89,0.96,5,239,3,0,0,0,support,low
-0.83,0.58,4,225,3,0,0,0,technical,low
-0.77,0.74,6,247,3,0,0,0,management,low
-0.79,0.99,4,183,2,0,0,0,marketing,low
-0.63,0.85,5,214,2,0,0,0,marketing,low
-0.68,0.48,5,113,2,0,0,0,marketing,low
-0.74,0.69,4,244,2,0,0,0,sales,low
-0.49,0.67,6,286,4,0,0,0,sales,low
-0.46,0.55,3,139,2,0,0,0,sales,medium
-0.9,0.91,5,176,3,0,0,0,sales,medium
-0.7,0.67,5,136,3,0,0,0,sales,medium
-0.84,0.71,4,222,2,0,0,0,sales,medium
-0.89,0.77,4,269,4,0,0,0,sales,medium
-0.59,0.87,4,183,2,0,0,0,sales,medium
-0.57,0.72,3,206,3,0,0,0,sales,medium
-0.53,0.49,3,158,3,0,0,0,sales,medium
-0.83,0.89,4,136,3,0,0,0,sales,medium
-0.51,0.66,4,182,2,0,0,0,sales,medium
-0.78,0.61,4,268,3,0,0,0,sales,medium
-0.52,0.69,3,144,3,0,0,0,sales,medium
-0.42,0.5,5,286,4,0,0,0,sales,high
-0.61,0.38,2,268,3,0,0,0,sales,low
-0.85,1,3,255,3,0,0,0,sales,medium
-0.17,0.85,6,245,5,0,0,0,sales,medium
-0.79,0.52,3,134,2,1,0,0,sales,medium
-0.56,0.98,3,251,3,1,0,0,accounting,medium
-0.5,0.73,5,165,2,0,0,0,accounting,low
-0.51,0.53,3,223,2,1,0,0,accounting,low
-0.77,0.67,4,225,4,0,0,0,hr,low
-0.84,0.9,3,196,3,1,0,0,hr,low
-0.21,0.49,3,253,3,0,0,0,hr,low
-0.65,0.57,5,222,3,0,0,0,hr,low
-0.95,0.87,4,135,3,0,0,0,technical,low
-0.8,0.75,4,217,2,0,0,0,technical,low
-0.77,0.85,5,192,2,0,0,0,technical,low
-0.57,0.7,3,172,3,0,0,0,technical,low
-0.92,0.55,4,183,3,0,0,0,technical,low
-1,0.71,5,186,2,0,0,0,technical,low
-0.85,0.67,4,163,3,0,0,0,technical,low
-0.57,0.8,4,262,3,0,0,0,technical,low
-0.66,0.68,3,202,3,0,0,0,technical,low
-0.85,0.8,4,248,3,0,0,0,technical,low
-0.99,0.5,5,214,2,0,0,0,technical,low
-0.91,0.82,4,260,4,0,0,0,support,low
-0.96,0.97,4,260,3,0,0,0,support,low
-0.49,0.52,4,251,2,0,0,0,support,low
-0.39,0.85,5,179,5,0,0,0,support,low
-0.87,0.74,4,178,2,1,0,0,support,medium
-0.19,0.85,6,210,4,0,0,0,support,medium
-0.9,0.83,3,273,4,0,0,0,support,medium
-0.5,0.5,5,166,2,0,0,0,support,medium
-0.7,0.9,5,246,2,0,0,0,support,medium
-0.52,0.55,5,192,3,0,0,0,support,medium
-0.71,0.69,3,274,3,0,0,0,support,medium
-0.4,0.41,3,232,3,0,0,0,technical,medium
-0.96,0.53,3,158,4,0,0,0,technical,medium
-0.86,0.92,5,137,3,0,0,0,technical,medium
-0.68,0.85,3,209,2,0,0,0,management,medium
-0.56,0.64,3,206,2,0,0,0,IT,medium
-0.65,0.56,3,230,2,0,0,0,IT,high
-0.98,0.61,5,239,3,0,0,0,IT,low
-0.18,0.51,5,159,6,0,0,0,IT,medium
-0.66,0.65,4,244,2,0,0,0,IT,medium
-0.14,0.51,5,259,5,0,0,0,product_mng,medium
-0.94,0.8,5,245,3,1,0,0,product_mng,medium
-0.56,1,3,141,2,1,0,0,product_mng,low
-0.56,0.8,5,202,4,0,0,0,product_mng,low
-0.59,0.89,5,143,3,1,0,0,IT,low
-0.63,0.62,4,286,5,1,0,0,RandD,low
-0.97,0.88,5,173,3,0,0,0,RandD,low
-0.76,0.7,5,195,3,0,0,0,RandD,low
-0.85,0.58,4,167,4,0,0,0,RandD,low
-0.23,0.73,5,197,4,1,0,0,RandD,low
-0.68,0.62,3,255,5,0,0,0,RandD,low
-0.71,0.73,3,274,3,0,0,0,marketing,low
-0.5,0.59,3,192,2,0,0,0,sales,low
-0.61,0.7,3,225,3,0,0,0,accounting,low
-0.99,0.65,3,209,2,1,0,0,support,low
-0.97,0.86,5,222,3,0,0,0,technical,low
-0.82,0.71,5,208,2,0,0,0,management,low
-0.72,0.68,5,162,5,0,0,0,marketing,low
-0.53,0.74,3,135,2,0,0,0,marketing,low
-0.55,0.87,4,200,3,0,0,0,marketing,low
-0.52,0.53,4,159,4,0,0,0,sales,low
-0.8,0.81,5,156,2,0,0,0,sales,low
-0.51,0.95,4,169,3,1,0,0,sales,low
-0.66,0.65,4,154,3,0,0,0,sales,medium
-0.56,0.43,2,169,3,0,0,0,sales,medium
-0.5,0.84,3,233,3,1,0,0,sales,medium
-0.94,0.78,3,218,2,1,0,0,sales,medium
-0.42,0.8,4,279,6,0,0,0,sales,medium
-0.6,0.61,3,195,3,0,0,0,sales,medium
-0.55,0.71,4,223,3,0,0,0,sales,medium
-0.76,0.72,3,275,4,1,0,0,sales,medium
-0.84,0.74,3,234,3,1,0,0,sales,medium
-0.33,0.62,4,113,6,0,0,0,sales,medium
-0.61,0.95,3,133,5,0,0,0,sales,medium
-0.91,0.93,5,158,4,0,0,0,sales,medium
-0.73,0.74,4,214,3,0,0,0,sales,high
-0.87,0.67,4,272,4,0,0,0,sales,low
-0.38,0.42,2,127,4,0,0,0,sales,medium
-0.8,0.51,4,141,3,1,0,0,sales,medium
-0.69,0.8,5,263,3,1,0,0,accounting,medium
-0.99,0.92,5,174,5,0,0,0,accounting,medium
-0.92,0.76,5,246,2,1,0,0,accounting,low
-0.6,0.88,3,201,2,0,0,0,hr,low
-0.89,0.93,3,181,3,0,0,0,hr,low
-0.91,0.93,3,238,2,0,0,0,hr,low
-0.35,0.52,3,167,2,0,0,0,hr,low
-0.88,0.68,5,224,2,0,0,0,technical,low
-0.66,0.69,3,182,3,1,0,0,technical,low
-0.21,0.55,4,189,2,0,0,0,technical,low
-0.78,0.64,3,169,2,1,0,0,technical,medium
-0.21,0.96,4,287,5,0,0,0,technical,medium
-0.64,0.94,3,150,2,0,0,0,technical,medium
-0.68,0.95,4,146,2,0,0,0,technical,medium
-0.99,0.87,4,162,4,0,0,0,technical,medium
-0.85,0.55,4,158,5,0,0,0,technical,medium
-0.86,0.51,3,185,2,0,0,0,technical,medium
-0.89,0.98,3,214,3,0,0,0,technical,medium
-0.49,0.85,4,200,3,0,0,0,support,medium
-0.76,0.97,4,219,2,0,0,0,support,medium
-0.79,0.87,3,218,3,0,0,0,support,medium
-0.89,0.64,4,237,2,0,0,0,support,medium
-0.34,0.51,3,105,3,0,0,0,support,medium
-0.81,0.92,3,251,3,1,0,0,support,medium
-0.96,0.7,3,227,2,0,0,0,support,medium
-0.7,0.87,3,158,2,0,0,0,support,medium
-0.92,0.61,4,252,2,0,0,0,support,medium
-0.5,0.76,4,198,3,0,0,0,support,medium
-0.75,0.72,2,192,3,0,0,0,support,medium
-0.42,0.38,2,139,4,0,0,0,technical,medium
-0.29,0.4,6,205,3,0,0,0,technical,medium
-0.91,0.48,3,224,3,0,0,0,technical,medium
-0.55,0.97,4,267,4,0,0,0,management,medium
-0.57,0.81,4,200,3,1,0,0,IT,medium
-0.27,0.48,3,97,6,0,0,0,IT,medium
-0.7,0.43,6,253,3,0,0,0,IT,high
-0.63,0.68,4,191,2,0,0,0,IT,high
-0.97,0.63,5,199,2,1,0,0,IT,high
-0.28,0.52,3,127,4,0,0,0,product_mng,high
-0.7,0.6,3,187,2,0,0,0,product_mng,high
-0.83,0.51,4,215,3,0,0,0,product_mng,high
-0.22,0.76,4,176,6,1,0,0,product_mng,high
-0.55,0.47,3,194,2,0,0,0,IT,high
-0.33,0.77,3,216,3,0,0,0,RandD,high
-0.5,0.78,4,185,3,0,0,0,RandD,high
-0.93,0.88,5,140,3,0,0,0,RandD,high
-0.77,0.66,3,260,4,0,0,0,RandD,high
-0.93,0.97,5,137,4,0,0,0,RandD,low
-0.72,1,4,151,2,0,0,0,RandD,low
-0.78,0.53,3,152,2,0,0,0,marketing,low
-0.55,0.75,4,166,2,0,0,0,sales,low
-0.39,0.86,3,261,2,0,0,0,accounting,low
-0.67,0.78,3,235,3,0,0,0,support,low
-0.61,0.89,3,201,2,0,0,0,technical,low
-0.6,0.69,6,250,5,1,0,0,management,low
-0.48,0.64,4,146,2,0,0,0,marketing,low
-0.75,0.84,4,195,3,0,0,0,marketing,low
-0.87,0.58,4,259,3,0,0,0,marketing,low
-0.51,0.54,4,166,4,1,0,0,sales,low
-0.63,0.9,4,188,4,1,0,0,sales,low
-0.6,0.57,3,203,2,0,0,0,sales,low
-0.7,0.99,3,167,3,0,0,0,sales,low
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-0.59,0.51,2,126,3,0,0,0,sales,medium
-0.52,0.39,6,246,4,0,0,0,sales,medium
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-0.81,0.62,5,201,3,1,0,0,sales,medium
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-0.83,0.84,4,206,2,0,0,0,sales,medium
-0.93,0.62,3,184,3,0,0,0,sales,medium
-0.99,0.54,3,199,2,0,0,0,sales,medium
-0.55,0.57,4,220,3,0,0,0,sales,medium
-0.96,0.83,3,233,3,0,0,0,sales,medium
-0.28,0.77,3,221,3,0,0,0,sales,high
-0.97,0.6,6,168,5,1,0,0,sales,high
-0.8,0.78,3,251,3,0,0,0,sales,high
-0.75,0.55,2,188,3,0,0,0,accounting,high
-0.89,0.88,3,203,3,0,0,0,accounting,high
-0.6,0.76,5,168,2,1,0,0,accounting,high
-0.73,0.98,3,227,2,1,0,0,hr,high
-0.88,0.75,4,159,2,0,0,0,hr,high
-0.5,0.7,3,159,3,0,0,0,hr,low
-0.53,0.78,5,275,5,0,0,0,hr,low
-0.95,0.43,6,283,2,0,0,0,technical,low
-0.94,0.53,5,169,3,0,0,0,technical,low
-0.49,0.8,3,227,4,1,0,0,technical,low
-0.59,0.57,3,147,4,0,0,0,technical,low
-0.51,0.91,3,227,2,0,0,0,technical,low
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-0.63,0.84,4,181,3,0,0,0,technical,medium
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-0.62,0.51,4,274,2,0,0,0,support,medium
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-0.7,0.83,4,182,3,0,0,0,support,medium
-0.57,0.75,5,172,4,0,0,0,support,medium
-0.83,0.99,3,226,3,0,0,0,support,medium
-0.71,0.96,3,132,2,0,0,0,support,medium
-0.23,0.72,6,121,3,0,0,0,support,medium
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-0.69,0.61,2,141,3,0,0,0,technical,medium
-0.63,0.81,5,189,3,0,0,0,technical,medium
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-0.31,0.57,4,200,4,0,0,0,IT,medium
-0.92,0.62,3,199,2,0,0,0,IT,medium
-0.96,0.87,4,213,3,0,0,0,IT,medium
-0.66,0.51,6,105,4,0,0,0,IT,high
-0.48,0.97,4,141,2,0,0,0,IT,low
-0.15,0.55,3,255,3,1,0,0,product_mng,medium
-0.59,0.79,3,217,4,0,0,0,product_mng,medium
-0.66,0.85,6,165,5,0,0,0,product_mng,medium
-0.69,0.92,5,220,2,0,0,0,product_mng,medium
-0.65,0.79,4,241,4,0,0,0,IT,medium
-0.58,0.94,5,274,3,0,0,0,RandD,medium
-0.72,0.57,4,224,4,0,0,0,RandD,medium
-0.65,0.99,5,240,5,0,0,0,RandD,medium
-0.63,0.77,5,210,3,0,0,0,RandD,medium
-0.55,0.87,3,215,2,0,0,0,RandD,medium
-0.74,0.56,4,254,2,0,0,0,marketing,low
-0.58,0.84,4,150,4,1,0,0,sales,low
-0.71,0.72,4,177,3,0,0,0,accounting,low
-0.83,0.37,5,101,4,1,0,0,support,low
-0.63,0.52,3,183,2,0,0,0,technical,low
-0.56,0.61,3,224,3,0,0,0,management,low
-0.88,0.55,3,263,3,0,0,0,marketing,low
-0.82,0.55,3,207,2,0,0,0,marketing,high
-0.69,0.72,3,243,3,0,0,0,marketing,low
-0.57,0.54,3,157,4,1,0,0,sales,high
-0.75,0.69,3,242,3,0,0,0,sales,high
-0.6,0.98,4,265,2,0,0,0,sales,low
-0.96,0.92,3,196,4,0,0,0,sales,low
-0.75,0.67,4,135,2,0,0,0,sales,high
-1,0.61,6,270,3,0,0,0,sales,low
-0.92,0.97,4,201,2,0,0,0,sales,medium
-0.84,0.93,5,225,4,0,0,0,sales,high
-0.82,0.77,4,205,3,0,0,0,sales,medium
-0.74,0.42,3,131,3,0,0,0,sales,medium
-0.21,0.39,2,118,4,0,0,0,sales,medium
-0.62,0.64,5,187,3,0,0,0,sales,medium
-0.54,0.48,3,275,2,0,0,0,sales,high
-0.55,0.97,5,125,4,0,0,0,sales,medium
-0.84,0.55,4,270,3,1,0,0,sales,medium
-0.61,0.56,2,123,2,0,0,0,sales,medium
-0.64,0.53,3,281,3,0,0,0,sales,high
-0.92,0.51,3,223,2,0,0,0,sales,medium
-0.86,0.87,3,268,2,0,0,0,sales,high
-0.6,0.74,4,174,3,0,0,0,accounting,low
-0.86,0.92,3,162,3,1,0,0,accounting,medium
-0.55,0.51,3,192,3,0,0,0,accounting,medium
-0.54,0.58,4,178,3,0,0,0,hr,medium
-0.49,0.9,3,250,2,0,0,0,hr,medium
-0.98,0.72,3,262,4,0,0,0,hr,low
-0.55,0.55,5,194,3,1,0,0,hr,low
-0.64,0.5,3,146,3,0,0,0,technical,low
-0.54,0.53,4,245,2,0,0,0,technical,low
-0.58,0.45,3,131,2,0,0,0,technical,low
-0.57,0.37,3,108,4,0,0,0,technical,low
-0.65,0.64,5,206,3,0,0,0,technical,low
-0.6,0.4,3,146,4,1,0,0,technical,low
-0.59,0.45,2,171,2,0,0,0,technical,low
-0.77,0.5,4,173,2,1,0,0,technical,low
-0.55,0.49,5,240,3,0,0,0,technical,high
-0.5,0.6,4,199,2,0,0,0,technical,low
-0.43,0.77,3,237,3,1,0,0,technical,low
-0.58,0.84,3,258,4,0,0,0,support,low
-0.66,0.68,4,269,3,1,0,0,support,low
-0.7,0.8,5,245,4,0,0,0,support,high
-0.82,0.54,4,164,3,0,0,0,support,low
-0.49,0.49,4,256,3,1,0,0,support,low
-0.99,0.79,4,213,3,0,0,0,support,low
-0.96,0.73,3,193,3,1,0,0,support,high
-0.7,0.57,3,179,2,0,0,0,support,low
-0.22,0.89,6,278,5,1,0,0,support,medium
-0.91,0.52,3,256,2,0,0,0,support,high
-0.18,0.76,5,173,4,0,0,0,support,medium
-0.84,0.68,4,179,3,0,0,0,technical,high
-0.66,0.38,4,145,5,0,0,0,technical,medium
-0.49,0.65,3,168,4,0,0,0,technical,medium
-0.88,0.89,4,213,3,0,0,0,management,medium
-0.69,0.91,6,150,5,0,0,0,IT,medium
-0.83,0.75,3,262,3,0,0,0,IT,medium
-0.56,0.84,4,149,4,1,0,0,IT,medium
-0.95,0.77,5,139,2,0,0,0,IT,medium
-0.56,1,3,272,2,0,0,0,IT,medium
-0.93,0.73,3,252,4,0,0,0,product_mng,high
-0.84,0.52,3,232,4,0,0,0,product_mng,low
-0.84,0.48,3,266,2,0,0,0,product_mng,medium
-0.52,0.65,4,264,3,0,0,0,product_mng,medium
-0.98,0.8,4,142,2,0,0,0,IT,medium
-0.66,0.64,5,208,4,0,0,0,RandD,medium
-0.92,0.49,5,178,2,1,0,0,RandD,medium
-0.71,0.8,5,192,3,0,0,0,RandD,medium
-0.65,0.92,4,242,2,0,0,0,RandD,medium
-0.23,0.47,4,277,5,0,0,0,RandD,medium
-0.71,0.97,3,173,2,1,0,0,marketing,medium
-0.21,0.65,4,276,6,0,0,0,marketing,high
-0.7,0.72,2,189,3,0,0,0,sales,low
-0.9,0.5,4,139,2,0,0,0,accounting,low
-0.6,0.52,5,140,3,0,0,0,support,low
-0.58,0.63,5,191,3,1,0,0,technical,high
-0.73,0.72,5,178,2,0,0,0,management,low
-0.56,0.67,4,184,3,0,0,0,marketing,low
-0.97,0.57,3,144,3,0,0,0,marketing,low
-0.92,0.91,3,160,2,0,0,0,marketing,high
-0.77,0.68,3,225,2,0,0,0,sales,low
-0.97,0.81,5,266,2,0,0,0,sales,low
-0.7,0.69,5,154,2,0,0,0,sales,low
-0.78,0.82,4,142,2,1,0,0,sales,low
-0.77,0.87,3,207,4,1,0,0,sales,low
-0.66,0.53,4,162,3,0,0,0,sales,low
-0.25,0.98,6,287,5,1,0,0,sales,low
-0.89,0.87,2,270,6,1,0,0,sales,medium
-0.15,0.66,5,160,4,1,0,0,sales,medium
-0.26,0.91,6,113,2,0,0,0,sales,medium
-0.74,0.58,4,178,4,0,0,0,sales,medium
-0.52,0.83,3,153,2,0,0,0,sales,medium
-0.95,0.62,4,255,2,0,0,0,sales,medium
-0.66,0.82,4,257,3,1,0,0,sales,medium
-0.79,0.66,4,243,3,0,0,0,sales,medium
-0.98,0.94,3,179,3,0,0,0,sales,medium
-0.4,0.37,3,123,2,0,0,0,sales,medium
-1,0.68,3,132,2,0,0,0,sales,medium
-0.71,0.79,3,134,3,0,0,0,sales,medium
-0.48,0.45,3,277,2,1,0,0,accounting,high
-0.76,1,5,265,2,0,0,0,accounting,low
-0.61,0.62,4,269,4,0,0,0,accounting,medium
-0.74,0.9,4,156,4,0,0,0,hr,medium
-0.24,0.94,6,237,5,0,0,0,hr,medium
-0.79,0.97,3,271,2,0,0,0,hr,medium
-0.75,0.98,3,206,2,0,0,0,hr,low
-0.6,0.98,4,192,3,0,0,0,technical,low
-0.72,0.95,4,230,3,0,0,0,technical,low
-1,0.6,4,261,3,0,0,0,technical,low
-0.55,0.88,3,173,3,1,0,0,technical,low
-0.3,0.98,2,109,4,1,0,0,technical,low
-0.89,0.59,3,247,4,0,0,0,technical,low
-0.84,0.84,5,163,3,0,0,0,technical,low
-0.67,0.64,4,149,4,0,0,0,technical,low
-0.15,0.48,6,218,6,0,0,0,technical,low
-0.59,0.75,4,194,2,0,0,0,technical,low
-0.5,0.59,4,157,2,0,0,0,technical,low
-0.23,0.68,5,244,3,0,0,0,support,low
-0.95,0.58,5,169,2,0,0,0,support,low
-0.31,0.53,2,146,3,1,0,0,support,low
-0.47,0.55,5,207,3,0,0,0,support,low
-0.26,0.95,3,195,5,0,0,0,support,low
-0.55,0.64,6,148,4,0,0,0,support,low
-0.89,0.58,3,272,2,0,0,0,support,low
-0.88,0.68,3,185,2,0,0,0,support,low
-0.98,0.62,5,260,2,1,0,0,support,low
-0.96,0.48,3,182,2,1,0,0,support,medium
-0.85,0.65,3,195,3,0,0,0,support,medium
-0.96,0.85,3,168,3,0,0,0,technical,medium
-0.85,0.88,3,198,4,1,0,0,technical,medium
-0.59,0.93,5,172,2,0,0,0,technical,medium
-0.51,0.5,4,216,2,1,0,0,management,medium
-0.5,0.75,3,232,2,0,0,0,IT,medium
-0.53,0.59,3,148,3,0,0,0,IT,medium
-0.44,0.83,4,210,2,0,0,0,IT,medium
-0.99,0.55,3,197,2,0,0,0,IT,medium
-0.73,0.83,4,241,3,0,0,0,IT,medium
-0.51,0.71,5,154,2,0,0,0,product_mng,medium
-0.5,0.84,3,259,2,0,0,0,product_mng,high
-0.52,0.76,4,106,2,1,0,0,product_mng,low
-0.74,0.74,5,262,2,0,0,0,product_mng,medium
-0.69,0.89,2,202,2,0,0,0,IT,medium
-0.22,0.65,5,174,5,1,0,0,RandD,medium
-0.49,0.89,4,240,2,0,0,0,RandD,medium
-0.7,0.57,5,247,3,0,0,0,RandD,low
-0.68,0.63,4,148,3,0,0,0,RandD,low
-0.66,0.84,5,187,2,1,0,0,RandD,low
-0.99,0.58,4,183,3,0,0,0,marketing,low
-0.88,0.59,4,240,2,0,0,0,sales,low
-0.2,0.54,4,149,3,0,0,0,accounting,low
-0.56,0.44,2,130,3,0,0,0,support,low
-0.68,0.85,4,203,2,0,0,0,technical,low
-0.85,0.6,3,218,3,0,0,0,management,low
-0.95,0.95,4,204,3,1,0,0,marketing,low
-0.6,0.77,4,163,3,1,0,0,marketing,low
-0.61,0.53,4,183,3,0,0,0,marketing,low
-0.55,0.55,4,211,4,0,0,0,sales,low
-0.64,0.78,5,156,5,1,0,0,sales,low
-0.64,0.6,3,196,3,0,0,0,sales,low
-0.87,0.54,4,162,2,0,0,0,sales,low
-0.2,0.9,3,218,4,0,0,0,sales,low
-0.99,0.64,4,135,2,1,0,0,sales,low
-0.96,0.7,2,273,3,0,0,0,sales,low
-0.53,0.65,3,241,3,0,0,0,sales,low
-0.7,0.39,6,285,4,0,0,0,sales,low
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-0.96,0.48,4,222,3,0,0,0,sales,medium
-0.64,0.64,4,242,3,0,0,0,sales,medium
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-0.87,0.84,3,172,3,0,0,0,sales,medium
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-0.83,0.59,4,197,4,0,0,0,sales,medium
-0.97,0.54,5,185,2,0,0,0,sales,medium
-0.92,0.76,3,171,2,0,0,0,sales,medium
-0.82,0.95,6,191,6,0,0,0,accounting,medium
-0.59,0.56,4,250,2,0,0,0,accounting,medium
-0.84,0.95,5,199,3,0,0,0,accounting,high
-0.71,0.84,3,139,2,0,0,0,hr,low
-0.49,0.98,3,224,3,0,0,0,hr,medium
-0.78,0.61,3,227,3,0,0,0,hr,medium
-0.84,0.81,4,198,2,0,0,0,hr,medium
-0.85,0.96,5,165,5,0,0,0,technical,medium
-0.87,0.93,4,199,3,0,0,0,technical,low
-0.94,0.84,5,203,3,0,0,0,technical,low
-0.82,0.97,4,243,3,1,0,0,technical,low
-0.78,0.78,3,135,3,0,0,0,technical,low
-0.47,0.55,4,100,4,1,0,0,technical,low
-0.5,0.48,2,150,3,1,0,0,technical,low
-0.75,0.82,4,252,3,0,0,0,technical,low
-0.36,0.39,3,98,3,0,0,0,technical,low
-0.91,0.61,3,262,3,0,0,0,technical,low
-0.87,0.68,3,257,3,0,0,0,technical,low
-0.97,0.94,3,160,3,0,0,0,support,low
-0.71,0.65,3,190,3,0,0,0,support,low
-0.83,0.65,3,231,2,0,0,0,support,low
-0.42,0.51,3,190,4,0,0,0,support,low
-0.53,0.51,4,181,3,0,0,0,support,low
-0.56,0.88,4,273,3,0,0,0,support,low
-0.26,0.7,5,214,6,1,0,0,support,low
-0.53,0.49,4,192,2,0,0,0,support,low
-0.99,0.73,4,224,2,0,0,0,support,low
-0.48,0.43,3,96,3,0,0,0,support,low
-0.91,0.5,3,276,4,0,0,0,support,low
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-0.67,0.8,4,190,4,0,0,0,technical,medium
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-0.57,0.78,4,143,3,0,0,0,management,medium
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-0.58,0.74,4,180,3,0,0,0,product_mng,high
-0.74,0.61,3,228,2,1,0,0,IT,low
-0.59,0.74,5,165,2,0,0,0,RandD,medium
-0.46,0.63,2,177,6,0,0,0,RandD,medium
-0.58,0.43,3,194,2,1,0,0,RandD,medium
-0.77,0.95,3,192,4,1,0,0,RandD,medium
-0.79,0.77,4,171,2,0,0,0,RandD,low
-0.51,0.95,3,187,2,0,0,0,marketing,low
-0.7,0.58,3,205,3,0,0,0,sales,low
-0.84,0.73,5,230,4,1,0,0,accounting,low
-0.19,0.9,5,172,2,0,0,0,support,low
-0.9,0.52,4,167,3,1,0,0,technical,low
-0.19,0.91,5,145,3,0,0,0,management,low
-0.96,0.53,3,166,3,0,0,0,marketing,low
-0.87,1,3,148,3,0,0,0,marketing,low
-0.5,0.89,5,223,3,0,0,0,marketing,low
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-0.55,0.99,3,158,3,0,0,0,sales,low
-0.89,0.86,3,223,2,0,0,0,sales,low
-0.58,0.69,3,252,3,0,0,0,sales,low
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-0.34,0.88,5,131,6,0,0,0,sales,low
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-0.59,0.54,4,210,3,0,0,0,sales,low
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-0.72,0.69,4,147,3,0,0,0,sales,medium
-0.79,0.75,4,259,3,0,0,0,sales,medium
-0.51,0.73,4,174,3,0,0,0,sales,medium
-0.84,0.84,3,150,4,0,0,0,sales,medium
-0.95,0.67,4,219,2,0,0,0,sales,medium
-0.58,0.88,5,178,4,0,0,0,sales,medium
-0.69,0.98,3,269,3,1,0,0,sales,medium
-0.17,0.64,6,205,5,1,0,0,sales,medium
-0.81,0.72,3,232,3,1,0,0,sales,medium
-0.41,0.5,3,193,3,0,0,0,sales,medium
-0.12,0.42,3,110,2,0,0,0,accounting,medium
-0.71,0.6,4,208,3,0,0,0,accounting,high
-0.32,0.69,5,157,4,0,0,0,accounting,low
-0.83,0.98,5,187,4,0,0,0,hr,medium
-0.74,0.92,4,226,3,0,0,0,hr,medium
-0.67,0.85,4,266,3,0,0,0,hr,medium
-0.85,0.56,3,159,3,0,0,0,hr,medium
-0.49,0.75,4,259,3,1,0,0,technical,low
-0.7,0.74,4,150,3,1,0,0,technical,low
-0.44,0.58,4,152,3,0,0,0,technical,low
-0.5,0.87,5,245,2,0,0,0,technical,low
-0.63,0.74,5,227,2,0,0,0,technical,low
-0.87,0.77,4,261,3,0,0,0,technical,low
-0.82,0.53,4,162,3,1,0,0,technical,low
-0.97,0.89,4,193,3,0,0,0,technical,low
-0.9,0.81,4,144,2,0,0,0,technical,low
-0.41,0.5,6,151,2,0,0,0,technical,low
-0.58,0.94,4,225,2,0,0,0,technical,low
-0.77,0.5,5,170,2,0,0,0,support,low
-0.89,0.75,4,246,3,1,0,0,support,low
-0.64,0.72,4,254,3,0,0,0,support,low
-0.31,0.79,2,193,4,0,0,0,support,low
-0.6,0.88,4,175,3,0,0,0,support,low
-0.2,1,3,123,4,0,0,0,support,low
-0.13,0.6,3,178,5,0,0,0,support,low
-0.95,0.9,3,259,2,0,0,0,support,low
-0.15,0.96,5,201,6,0,0,0,support,low
-0.22,0.98,4,185,3,0,0,0,support,low
-0.33,0.51,2,166,3,0,0,0,support,medium
-0.23,0.96,4,213,4,0,0,0,technical,medium
-0.85,0.79,4,138,2,0,0,0,technical,medium
-0.79,0.57,3,168,2,0,0,0,technical,medium
-0.6,0.6,4,197,3,0,0,0,management,medium
-0.89,0.74,5,220,3,0,0,0,IT,medium
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-0.4,0.79,5,181,5,0,0,0,IT,medium
-0.49,0.57,3,157,3,0,0,0,IT,medium
-0.95,0.75,3,247,2,0,0,0,product_mng,medium
-0.85,1,5,244,2,0,0,0,product_mng,medium
-0.24,0.39,4,152,5,0,0,0,product_mng,high
-0.85,0.99,5,176,4,0,0,0,product_mng,low
-0.99,0.98,5,241,2,0,0,0,IT,medium
-0.49,0.49,4,240,2,0,0,0,RandD,medium
-0.56,0.73,3,226,3,0,0,0,RandD,medium
-0.65,0.66,6,240,4,0,0,0,RandD,medium
-0.62,0.68,3,253,5,1,0,0,RandD,low
-0.78,0.68,4,174,3,1,0,0,RandD,low
-0.54,0.7,3,213,2,0,0,0,marketing,low
-0.61,0.77,4,195,2,0,0,0,sales,low
-0.49,0.99,6,230,4,0,0,0,accounting,low
-0.29,0.85,2,248,6,1,0,0,support,low
-0.64,0.79,4,274,2,1,0,0,technical,low
-0.93,0.94,4,217,2,0,0,0,management,low
-0.16,0.66,6,229,6,0,0,0,marketing,low
-0.68,0.85,5,173,3,0,0,0,marketing,low
-0.71,0.8,2,146,4,0,0,0,marketing,low
-0.62,0.82,5,151,5,0,0,0,sales,low
-0.74,0.75,2,137,3,1,0,0,sales,low
-0.81,0.5,3,198,3,0,0,0,sales,low
-0.2,0.82,4,190,5,0,0,0,sales,low
-0.51,0.91,4,206,3,0,0,0,sales,low
-0.55,0.99,4,238,3,0,0,0,sales,low
-0.45,0.41,3,193,2,1,0,0,sales,low
-0.91,0.61,4,176,3,0,0,0,sales,low
-0.73,0.59,6,121,5,0,0,0,sales,low
-0.98,0.88,4,145,2,0,0,0,sales,low
-0.62,0.65,4,212,3,1,0,0,sales,medium
-0.57,0.62,3,198,4,0,0,0,sales,medium
-0.99,0.57,3,189,4,1,0,0,sales,medium
-0.82,0.68,2,200,3,0,0,0,sales,medium
-0.24,0.81,4,217,5,0,0,0,sales,medium
-0.84,0.73,5,245,3,0,0,0,sales,medium
-0.9,0.55,3,260,3,0,0,0,sales,medium
-0.13,0.73,5,206,5,0,0,0,sales,medium
-0.6,0.67,3,249,2,0,0,0,sales,medium
-0.72,0.87,4,154,2,1,0,0,accounting,medium
-0.68,0.61,4,147,3,0,0,0,accounting,medium
-0.51,0.72,3,148,2,0,0,0,accounting,medium
-0.74,0.58,3,220,2,0,0,0,hr,high
-0.86,0.73,3,241,3,0,0,0,hr,low
-0.85,0.51,3,242,3,0,0,0,hr,medium
-0.63,0.85,2,156,3,1,0,0,hr,medium
-0.74,0.87,3,155,3,0,0,0,technical,medium
-0.6,0.5,3,211,3,0,0,0,technical,medium
-0.69,0.82,4,137,2,1,0,0,technical,low
-0.56,0.96,2,269,2,0,0,0,technical,low
-0.5,0.67,2,142,3,0,0,0,technical,low
-0.84,0.5,5,267,2,0,0,0,technical,low
-0.93,0.48,5,134,6,0,0,0,technical,low
-0.12,0.5,5,287,4,0,0,0,technical,low
-0.52,0.58,4,134,3,0,0,0,technical,low
-0.6,0.54,3,185,2,0,0,0,technical,low
-0.71,1,3,181,4,0,0,0,technical,medium
-0.21,0.81,5,169,4,0,0,0,support,medium
-0.15,0.84,3,201,6,0,0,0,support,medium
-0.38,0.55,2,215,6,0,0,0,support,medium
-0.27,0.86,3,222,5,0,0,0,support,medium
-0.86,0.64,4,137,2,0,0,0,support,medium
-0.17,0.52,6,176,5,0,0,0,support,medium
-0.66,0.69,3,257,2,0,0,0,support,medium
-0.95,0.51,3,224,4,0,0,0,support,medium
-0.59,0.92,5,226,3,0,0,0,support,medium
-0.49,0.61,5,196,3,0,0,0,support,medium
-0.9,0.88,5,256,4,0,0,0,support,medium
-0.98,0.81,3,153,4,0,0,0,technical,medium
-0.52,1,4,221,3,0,0,0,technical,medium
-0.12,0.95,3,236,3,0,0,0,technical,medium
-0.91,0.67,5,137,3,0,0,0,management,medium
-0.99,0.62,4,256,2,0,0,0,IT,medium
-0.49,0.8,4,161,2,0,0,0,IT,medium
-0.92,0.51,4,167,3,1,0,0,IT,medium
-0.21,0.84,3,194,2,0,0,0,IT,medium
-0.89,0.9,3,231,3,0,0,0,IT,medium
-0.84,0.81,4,152,2,1,0,0,product_mng,medium
-0.72,0.68,3,150,3,1,0,0,product_mng,medium
-0.57,0.46,3,207,3,0,0,0,product_mng,medium
-0.9,0.69,4,172,3,0,0,0,product_mng,medium
-0.59,0.75,2,273,2,0,0,0,IT,high
-0.97,0.69,4,134,3,0,0,0,RandD,high
-0.56,0.85,3,109,2,0,0,0,RandD,high
-0.78,0.59,4,124,3,1,0,0,RandD,high
-0.64,0.72,4,253,4,0,0,0,RandD,high
-0.58,0.9,5,224,3,0,0,0,RandD,high
-0.68,0.58,3,217,2,0,0,0,marketing,high
-0.82,0.73,3,148,4,0,0,0,sales,high
-0.83,0.78,5,240,3,0,0,0,accounting,high
-0.49,0.49,2,226,3,0,0,0,support,high
-0.57,0.95,4,176,3,0,0,0,technical,high
-0.66,0.93,4,248,3,0,0,0,management,high
-0.78,0.6,2,206,2,0,0,0,marketing,low
-0.55,0.8,3,192,3,1,0,0,marketing,low
-0.98,0.62,3,140,4,0,0,0,marketing,low
-0.89,0.51,4,141,3,0,0,0,sales,low
-0.67,0.83,3,220,3,0,0,0,sales,low
-1,0.49,4,140,3,0,0,0,sales,low
-0.67,0.44,4,194,2,1,0,0,sales,low
-0.2,0.98,2,228,3,0,0,0,sales,low
-0.71,0.87,4,238,3,0,0,0,sales,low
-0.65,0.91,3,207,3,0,0,0,sales,low
-0.82,0.82,4,164,2,0,0,0,sales,low
-0.48,0.89,3,224,3,0,0,0,sales,low
-0.96,0.9,4,201,3,0,0,0,sales,low
-0.52,0.63,3,171,2,0,0,0,sales,low
-0.24,0.78,5,131,5,0,0,0,sales,low
-0.92,0.95,6,239,4,0,0,0,sales,medium
-0.66,0.89,3,202,3,1,0,0,sales,medium
-0.93,0.68,3,137,3,1,0,0,sales,medium
-0.77,0.59,4,153,3,0,0,0,sales,medium
-0.6,0.48,4,219,4,1,0,0,sales,medium
-0.78,0.49,3,194,3,1,0,0,sales,medium
-0.6,0.53,4,228,3,0,0,0,sales,medium
-0.31,1,4,177,5,0,0,0,accounting,medium
-0.49,0.68,3,181,3,0,0,0,accounting,medium
-0.33,0.95,4,280,3,0,0,0,accounting,medium
-0.76,0.91,3,133,2,0,0,0,hr,medium
-0.65,0.63,3,237,3,0,0,0,hr,medium
-0.88,0.75,5,152,3,0,0,0,hr,high
-0.52,0.92,5,280,6,1,0,0,hr,high
-0.48,0.5,6,253,4,0,0,0,technical,high
-0.2,0.59,5,105,4,0,0,0,technical,high
-0.93,0.84,3,159,3,0,0,0,technical,high
-0.55,0.92,4,257,2,0,0,0,technical,high
-0.73,0.64,3,202,4,0,0,0,technical,high
-0.57,0.56,3,241,3,0,0,0,technical,high
-0.63,0.8,3,267,3,0,0,0,technical,low
-0.23,0.88,4,175,6,0,0,0,technical,low
-0.93,0.53,3,257,2,1,0,0,technical,low
-0.78,0.86,4,240,3,0,0,0,technical,low
-0.75,0.73,5,181,3,1,0,0,technical,low
-0.61,0.82,3,271,3,0,0,0,support,low
-0.36,0.97,5,151,3,0,0,0,support,low
-0.59,0.67,2,168,3,0,0,0,support,low
-0.78,0.63,4,265,3,0,0,0,support,medium
-0.93,0.53,5,204,2,0,0,0,support,medium
-0.67,0.72,4,223,3,0,0,0,support,medium
-0.52,0.63,4,136,2,0,0,0,support,medium
-0.69,0.95,5,184,2,0,0,0,support,medium
-0.25,0.8,5,186,4,1,0,0,support,medium
-0.4,0.43,3,128,3,0,0,0,support,medium
-0.98,0.83,5,211,3,0,0,0,support,medium
-0.92,0.89,4,236,4,1,0,0,technical,medium
-0.57,0.98,3,214,2,0,0,0,technical,medium
-0.81,0.52,4,274,3,0,0,0,technical,medium
-0.56,0.67,5,165,3,1,0,0,management,medium
-0.86,0.71,5,235,4,0,0,0,IT,medium
-0.74,0.9,4,189,2,0,0,0,IT,medium
-0.57,0.61,3,112,5,0,0,0,IT,medium
-0.9,0.64,3,163,3,0,0,0,IT,medium
-0.8,0.57,3,162,2,0,0,0,IT,medium
-0.22,0.8,4,149,5,0,0,0,product_mng,medium
-0.73,0.84,4,238,2,0,0,0,product_mng,medium
-0.48,0.47,3,160,3,0,0,0,product_mng,medium
-0.52,0.94,3,263,3,0,0,0,product_mng,medium
-0.53,0.71,4,271,3,0,0,0,IT,medium
-0.97,0.48,4,221,3,0,0,0,RandD,medium
-0.97,0.54,3,255,2,1,0,0,RandD,high
-0.54,0.88,4,170,4,0,0,0,RandD,low
-0.99,0.7,4,190,4,1,0,0,RandD,medium
-0.79,0.76,4,216,4,0,0,0,RandD,medium
-0.71,0.54,3,249,3,0,0,0,marketing,medium
-0.82,0.76,3,174,3,0,0,0,sales,medium
-0.6,0.7,4,265,4,1,0,0,accounting,medium
-0.17,0.88,2,206,4,0,0,0,support,medium
-0.73,0.6,4,222,3,0,0,0,technical,medium
-0.69,0.54,5,152,3,1,0,0,management,medium
-0.86,0.61,4,221,2,0,0,0,marketing,medium
-0.67,0.55,5,239,2,0,0,0,marketing,medium
-0.25,0.96,6,217,4,0,0,0,marketing,low
-0.65,0.66,3,164,2,0,0,0,sales,low
-0.81,0.56,3,142,3,0,0,0,sales,low
-0.58,0.53,4,181,3,1,0,0,sales,low
-0.14,0.57,4,207,5,0,0,0,sales,low
-0.15,0.37,2,167,3,0,0,0,sales,low
-0.98,0.51,3,243,2,0,0,0,sales,low
-0.91,0.5,4,231,3,0,0,0,sales,high
-0.86,0.71,4,250,3,1,0,0,sales,low
-0.56,0.63,3,145,2,0,0,0,sales,high
-0.58,0.77,4,190,6,0,0,0,sales,high
-0.54,0.64,2,128,2,0,0,0,sales,low
-0.59,0.99,5,254,3,1,0,0,sales,low
-0.92,0.88,3,145,4,1,0,0,sales,high
-0.82,0.8,4,246,3,0,0,0,sales,low
-0.86,0.68,5,246,2,0,0,0,sales,medium
-0.66,0.77,5,236,3,0,0,0,sales,high
-0.85,0.66,3,234,3,0,0,0,sales,medium
-0.8,0.6,3,247,2,0,0,0,sales,medium
-0.99,0.61,3,154,3,0,0,0,sales,medium
-0.25,0.45,3,228,5,0,0,0,accounting,medium
-0.93,0.99,4,209,3,1,0,0,accounting,high
-0.5,0.54,5,173,2,0,0,0,accounting,medium
-0.68,0.71,4,206,2,0,0,0,hr,medium
-0.62,0.87,3,151,2,1,0,0,hr,medium
-0.99,0.54,4,196,4,1,0,0,hr,high
-0.93,0.52,3,229,2,1,0,0,hr,medium
-0.2,0.75,3,235,4,0,0,0,technical,high
-0.58,0.61,4,200,3,0,0,0,technical,low
-0.94,0.76,4,261,6,0,0,0,technical,medium
-0.18,0.54,4,165,3,0,0,0,technical,medium
-0.18,0.62,3,165,4,0,0,0,technical,medium
-0.7,0.74,5,255,2,0,0,0,technical,medium
-0.93,0.92,5,185,5,0,0,0,technical,low
-0.5,0.76,4,229,3,1,0,0,technical,low
-0.54,0.71,3,153,3,0,0,0,technical,low
-0.74,0.63,4,238,2,0,0,0,technical,low
-0.66,0.67,3,199,2,0,0,0,technical,low
-0.61,0.87,3,185,2,1,0,0,support,low
-0.74,0.98,3,196,6,1,0,0,support,low
-0.48,0.51,4,201,4,0,0,0,support,low
-0.65,0.84,3,189,2,1,0,0,support,low
-0.94,0.49,2,250,5,0,0,0,support,low
-0.91,0.79,4,254,2,0,0,0,support,high
-0.87,0.65,3,212,3,1,0,0,support,low
-0.23,0.79,5,196,5,1,0,0,support,low
-0.4,0.73,4,146,3,0,0,0,support,low
-0.68,0.85,3,250,3,0,0,0,support,low
-0.95,0.88,3,266,2,1,0,0,support,high
-0.63,0.96,4,133,2,0,0,0,technical,low
-0.47,0.53,4,181,3,0,0,0,technical,low
-0.2,0.5,6,282,6,1,0,0,technical,low
-0.72,0.84,2,173,2,1,0,0,management,high
-0.56,0.57,5,237,2,0,0,0,IT,low
-0.7,0.74,3,202,2,0,0,0,IT,medium
-0.59,0.82,3,162,2,0,0,0,IT,high
-0.78,0.96,3,248,3,0,0,0,IT,medium
-0.62,0.64,3,165,3,0,0,0,IT,high
-0.71,0.61,2,216,2,0,0,0,product_mng,medium
-0.72,0.45,4,143,6,0,0,0,product_mng,medium
-0.76,0.77,3,254,3,0,0,0,product_mng,medium
-0.83,0.56,3,186,3,0,0,0,product_mng,medium
-0.92,0.99,4,245,4,0,0,0,IT,medium
-0.67,0.77,3,157,3,0,0,0,RandD,medium
-0.56,0.45,3,184,3,0,0,0,RandD,medium
-0.91,0.63,4,210,3,0,0,0,RandD,medium
-0.56,0.86,4,137,2,1,0,0,RandD,high
-0.72,0.95,3,145,2,0,0,0,RandD,low
-0.56,0.86,4,181,3,0,0,0,marketing,medium
-0.92,0.56,3,174,3,0,0,0,sales,medium
-0.74,0.88,5,183,3,1,0,0,accounting,medium
-0.88,0.84,4,171,4,1,0,0,support,medium
-0.69,0.72,2,190,2,0,0,0,technical,medium
-0.87,0.78,4,142,3,0,0,0,management,medium
-0.98,0.5,3,198,3,0,0,0,marketing,medium
-0.9,0.61,3,185,3,0,0,0,marketing,medium
-0.49,0.87,4,171,3,1,0,0,marketing,medium
-0.78,0.57,4,264,3,0,0,0,sales,high
-0.58,0.98,3,175,3,0,0,0,sales,low
-0.91,0.88,5,210,2,1,0,0,sales,low
-0.92,0.75,4,212,3,0,0,0,sales,low
-0.36,0.66,4,97,2,0,0,0,sales,high
-0.55,0.53,4,214,3,0,0,0,sales,low
-0.95,0.96,4,244,3,0,0,0,sales,low
-0.5,0.67,3,246,3,0,0,0,sales,low
-0.42,0.73,3,115,6,0,0,0,sales,high
-0.75,0.68,3,237,5,0,0,0,sales,low
-0.88,0.7,4,146,4,0,0,0,sales,low
-0.53,0.63,5,159,4,0,0,0,sales,low
-0.84,0.4,4,246,3,0,0,0,sales,low
-0.49,0.93,3,226,3,0,0,0,sales,low
-0.71,0.91,3,261,3,0,0,0,sales,low
-0.83,0.64,4,242,2,0,0,0,sales,low
-0.88,0.93,4,177,3,0,0,0,sales,medium
-0.87,0.53,4,144,3,0,0,0,sales,medium
-0.43,0.82,2,221,5,0,0,0,sales,medium
-0.8,0.9,5,265,3,0,0,0,accounting,medium
-0.32,0.67,5,224,4,1,0,0,accounting,medium
-0.77,0.56,3,167,4,0,0,0,accounting,medium
-0.97,0.77,3,245,3,0,0,0,hr,medium
-0.98,0.63,4,232,2,0,0,0,hr,medium
-0.62,0.64,5,229,2,0,0,0,hr,medium
-0.53,0.94,4,128,6,0,0,0,hr,medium
-0.93,0.49,3,211,2,0,0,0,technical,medium
-0.51,0.91,4,194,2,0,0,0,technical,medium
-0.76,0.76,4,214,3,0,0,0,technical,high
-0.69,0.89,3,216,4,0,0,0,technical,low
-0.58,0.6,4,222,3,0,0,0,technical,medium
-0.98,0.77,4,144,4,0,0,0,technical,medium
-0.58,0.54,3,287,6,0,0,0,technical,medium
-0.57,0.97,4,224,4,0,0,0,technical,medium
-0.84,0.79,4,157,4,0,0,0,technical,low
-0.15,0.67,5,216,6,0,0,0,technical,low
-0.88,0.72,5,181,4,0,0,0,technical,low
-0.69,0.99,3,133,3,0,0,0,support,low
-0.56,0.84,5,154,2,1,0,0,support,low
-0.49,0.58,3,265,3,0,0,0,support,low
-0.4,0.45,4,113,3,0,0,0,support,low
-0.67,0.36,3,280,4,0,0,0,support,low
-0.79,0.5,3,213,3,1,0,0,support,low
-0.47,0.44,5,255,5,1,0,0,support,low
-0.82,0.54,3,243,4,0,0,0,support,low
-0.82,0.87,3,206,2,0,0,0,support,low
-0.63,0.57,5,149,3,0,0,0,support,low
-0.91,0.53,2,273,3,0,0,0,support,low
-0.89,1,4,226,2,1,0,0,technical,low
-0.96,0.93,3,238,2,0,0,0,technical,low
-0.83,0.72,2,226,3,0,0,0,technical,low
-0.75,0.92,3,199,3,1,0,0,management,low
-0.75,0.82,5,202,3,1,0,0,IT,low
-0.41,0.69,2,152,4,1,0,0,IT,low
-0.96,0.94,3,167,3,0,0,0,IT,low
-0.58,0.79,4,130,3,0,0,0,IT,medium
-0.74,0.89,3,229,3,0,0,0,IT,medium
-0.78,0.74,4,261,3,1,0,0,product_mng,medium
-0.5,0.72,3,182,2,1,0,0,product_mng,medium
-1,0.52,4,198,3,0,0,0,product_mng,medium
-0.85,0.91,3,244,3,0,0,0,product_mng,medium
-0.82,0.89,4,275,3,0,0,0,IT,medium
-0.19,0.81,5,245,5,0,0,0,RandD,medium
-0.9,0.9,3,147,3,1,0,0,RandD,medium
-0.59,1,4,275,3,0,0,0,RandD,medium
-0.53,0.46,2,167,2,0,0,0,RandD,medium
-0.57,0.5,5,149,5,1,0,0,RandD,medium
-0.85,0.99,4,233,2,0,0,0,marketing,high
-0.64,0.67,5,167,2,0,0,0,sales,low
-0.57,0.54,3,159,3,1,0,0,accounting,medium
-0.86,0.85,2,195,4,0,0,0,support,medium
-0.6,0.7,5,229,2,0,0,0,technical,medium
-0.17,0.76,4,199,5,0,0,0,management,medium
-0.54,0.63,3,174,3,0,0,0,marketing,low
-0.35,0.78,5,275,4,0,0,0,marketing,low
-0.92,0.77,5,217,4,0,0,0,marketing,low
-0.66,1,4,192,2,0,0,0,sales,low
-0.83,0.9,4,195,3,0,0,0,sales,low
-0.89,0.86,3,261,4,0,0,0,sales,low
-0.94,0.61,4,199,3,0,0,0,sales,low
-0.24,0.85,4,160,5,0,0,0,sales,low
-0.69,0.8,3,177,4,0,0,0,sales,low
-0.45,0.46,3,179,2,1,0,0,sales,low
-0.78,0.93,4,161,3,0,0,0,sales,low
-0.91,0.38,5,279,5,0,0,0,sales,low
-0.63,0.65,4,246,6,1,0,0,sales,low
-0.71,0.8,4,199,2,0,0,0,sales,low
-0.73,0.69,3,161,3,0,0,0,sales,low
-0.69,0.52,5,219,3,0,0,0,sales,low
-0.52,0.57,5,162,3,0,0,0,sales,low
-0.78,0.66,4,258,3,0,0,0,sales,low
-0.94,0.69,3,269,3,0,0,0,sales,low
-0.55,0.73,4,201,3,0,0,0,sales,low
-0.43,0.38,2,278,3,1,0,0,sales,low
-0.77,0.66,3,147,2,0,0,0,sales,medium
-0.59,0.8,5,247,3,0,0,0,accounting,medium
-0.65,0.54,4,191,4,0,0,0,accounting,medium
-0.82,0.37,2,280,3,0,0,0,accounting,medium
-0.31,0.72,2,191,3,0,0,0,hr,medium
-0.84,0.65,4,264,2,0,0,0,hr,medium
-0.15,0.4,3,236,5,0,0,0,hr,medium
-0.64,0.52,4,271,2,1,0,0,hr,medium
-0.48,0.63,5,129,5,0,0,0,technical,medium
-0.82,0.58,4,249,5,0,0,0,technical,medium
-0.99,0.54,3,188,3,0,0,0,technical,medium
-0.8,0.52,3,147,3,1,0,0,technical,medium
-0.94,0.92,3,273,3,0,0,0,technical,high
-0.94,0.81,4,237,3,1,0,0,technical,low
-0.77,0.79,3,273,2,0,0,0,technical,medium
-0.48,0.54,3,190,3,0,0,0,technical,medium
-0.62,0.68,3,226,3,0,0,0,technical,medium
-0.61,0.9,4,216,3,0,0,0,technical,medium
-0.27,0.6,6,205,5,1,0,0,technical,low
-0.89,0.65,3,208,2,0,0,0,support,low
-0.58,0.81,4,266,2,0,0,0,support,low
-0.64,0.77,3,249,2,1,0,0,support,low
-0.73,0.88,5,134,2,1,0,0,support,low
-0.74,0.85,2,189,3,0,0,0,support,low
-0.75,0.82,4,143,2,0,0,0,support,low
-0.78,0.84,4,173,3,0,0,0,support,low
-0.18,0.95,6,248,3,0,0,0,support,low
-0.8,0.84,3,186,6,0,0,0,support,low
-0.89,0.64,5,191,3,0,0,0,support,low
-0.84,0.5,3,227,2,0,0,0,support,low
-0.64,0.38,2,269,5,0,0,0,technical,low
-0.53,0.82,3,254,3,1,0,0,technical,low
-0.15,0.66,4,180,4,0,0,0,technical,low
-0.66,0.62,3,144,3,0,0,0,management,low
-0.49,0.78,5,137,3,1,0,0,IT,low
-0.78,0.72,3,223,4,0,0,0,IT,low
-0.39,0.75,5,286,5,0,0,0,IT,low
-0.9,0.83,3,151,3,0,0,0,IT,low
-0.96,0.74,5,244,2,1,0,0,IT,low
-0.63,0.81,4,216,4,0,0,0,product_mng,medium
-0.63,0.74,4,173,3,0,0,0,product_mng,medium
-0.89,0.81,3,186,3,0,0,0,product_mng,medium
-0.93,0.57,2,205,4,1,0,0,product_mng,medium
-0.87,0.59,4,202,3,0,0,0,IT,medium
-0.56,0.53,3,189,3,0,0,0,RandD,medium
-0.97,0.55,4,181,5,1,0,0,RandD,medium
-0.61,0.51,3,207,3,0,0,0,RandD,medium
-0.73,0.46,4,240,4,1,0,0,RandD,medium
-0.61,0.69,2,164,2,0,0,0,RandD,medium
-0.99,0.71,4,212,2,0,0,0,marketing,medium
-0.57,0.75,4,151,2,0,0,0,sales,medium
-0.74,0.96,4,197,3,0,0,0,accounting,high
-0.86,0.61,5,265,3,0,0,0,support,low
-0.68,0.72,4,274,3,0,0,0,technical,medium
-0.66,0.63,3,201,4,0,0,0,management,medium
-0.86,0.89,3,250,2,0,0,0,marketing,medium
-0.85,0.78,3,165,4,0,0,0,marketing,medium
-0.98,0.53,5,186,3,0,0,0,marketing,low
-0.14,0.73,5,273,4,1,0,0,sales,low
-0.2,0.54,5,162,6,0,0,0,sales,low
-0.9,0.97,3,141,3,0,0,0,sales,low
-0.51,0.96,5,268,4,0,0,0,sales,low
-0.63,0.77,3,176,2,1,0,0,sales,low
-0.83,0.88,3,223,3,1,0,0,sales,low
-0.67,0.72,4,218,2,1,0,0,sales,low
-0.96,0.52,4,228,3,0,0,0,sales,low
-0.69,0.75,3,204,3,0,0,0,sales,low
-0.69,0.9,4,148,2,0,0,0,sales,low
-0.64,0.94,3,221,2,0,0,0,sales,low
-0.62,0.48,4,271,3,0,0,0,sales,low
-0.55,0.75,3,191,3,0,0,0,sales,low
-0.98,0.51,4,223,2,0,0,0,sales,low
-0.83,0.78,5,250,2,1,0,0,sales,low
-0.73,0.77,3,230,2,0,0,0,sales,low
-0.58,0.86,3,226,2,0,0,0,sales,low
-0.52,0.67,4,182,3,0,0,0,sales,medium
-0.91,0.7,3,195,3,0,0,0,sales,medium
-0.72,0.64,3,231,2,0,0,0,accounting,medium
-0.7,0.74,3,224,3,0,0,0,accounting,medium
-0.86,0.92,4,229,4,0,0,0,accounting,medium
-0.82,0.57,2,158,3,1,0,0,hr,medium
-0.83,0.78,4,242,3,1,0,0,hr,medium
-0.99,0.64,3,183,3,0,0,0,hr,medium
-0.88,0.58,5,213,4,0,0,0,hr,medium
-0.68,0.74,4,263,2,1,0,0,technical,medium
-0.9,0.49,3,237,2,0,0,0,technical,medium
-0.59,0.67,6,126,3,0,0,0,technical,medium
-0.76,0.71,6,168,2,0,0,0,technical,high
-0.23,0.63,5,151,4,1,0,0,technical,low
-0.8,0.85,4,239,3,0,0,0,technical,medium
-0.62,0.49,4,174,3,0,0,0,technical,medium
-0.28,0.46,5,277,6,0,0,0,technical,medium
-0.81,0.97,3,133,3,0,0,0,technical,medium
-0.64,0.91,4,150,3,0,0,0,technical,low
-0.76,0.6,5,244,3,1,0,0,technical,low
-0.79,0.87,3,232,2,0,0,0,support,low
-0.72,0.91,3,267,2,0,0,0,support,low
-0.22,0.59,5,162,2,0,0,0,support,low
-0.18,0.73,5,228,5,0,0,0,support,low
-0.91,0.49,2,180,3,0,0,0,support,low
-0.69,0.63,2,252,3,0,0,0,support,low
-0.91,0.66,5,212,3,0,0,0,support,low
-0.67,0.84,4,224,3,0,0,0,support,low
-0.98,0.62,2,240,3,1,0,0,support,low
-0.69,0.62,4,183,4,0,0,0,support,low
-0.96,0.74,5,160,5,1,0,0,support,low
-0.69,0.68,4,225,3,0,0,0,technical,low
-0.65,0.68,3,268,2,1,0,0,technical,low
-0.7,0.75,3,221,3,0,0,0,technical,low
-0.48,0.94,3,173,2,0,0,0,management,low
-0.48,0.51,4,103,4,0,0,0,IT,low
-0.16,0.89,4,196,3,1,0,0,IT,low
-0.72,0.97,3,239,3,0,0,0,IT,low
-0.91,0.71,3,171,2,0,0,0,IT,low
-0.74,0.54,3,243,3,0,0,0,IT,medium
-0.56,0.56,2,153,2,0,0,0,product_mng,medium
-0.56,0.41,6,142,3,0,0,0,product_mng,medium
-0.88,0.55,5,168,2,0,0,0,product_mng,medium
-0.86,0.9,5,180,4,0,0,0,product_mng,medium
-0.66,0.84,4,186,3,0,0,0,IT,medium
-0.41,0.45,3,236,2,0,0,0,RandD,medium
-0.68,0.83,5,267,3,0,0,0,RandD,medium
-0.59,0.47,3,129,2,0,0,0,RandD,medium
-0.52,0.78,3,181,3,0,0,0,RandD,medium
-0.3,0.54,2,99,2,0,0,0,RandD,medium
-0.44,0.67,5,170,3,1,0,0,marketing,medium
-0.75,0.64,3,195,3,0,0,0,sales,high
-0.23,0.94,4,149,6,0,0,0,accounting,low
-0.34,0.46,6,132,2,0,0,0,support,medium
-0.52,0.59,3,164,3,0,0,0,technical,medium
-0.79,0.83,4,250,2,0,0,0,management,medium
-0.5,0.77,3,204,2,0,0,0,marketing,medium
-0.89,0.65,3,210,3,0,0,0,marketing,low
-0.84,0.52,6,98,3,0,0,0,marketing,low
-0.26,0.47,3,241,4,0,0,0,sales,low
-0.57,0.96,5,203,4,0,0,0,sales,low
-0.14,0.99,3,257,4,1,0,0,sales,low
-0.94,0.62,5,201,2,0,0,0,sales,low
-0.3,0.58,2,124,3,0,0,0,sales,low
-0.29,0.43,6,175,3,0,0,0,sales,low
-0.82,0.75,3,161,3,0,0,0,sales,low
-0.62,0.75,4,183,4,1,0,0,sales,low
-0.64,0.99,5,262,5,0,0,0,sales,low
-0.17,0.52,4,184,4,0,0,0,sales,low
-0.75,0.56,3,207,3,0,0,0,sales,low
-0.49,0.73,4,185,3,0,0,0,sales,low
-0.84,0.58,4,180,2,0,0,0,sales,low
-0.48,0.96,4,224,2,1,0,0,sales,low
-0.54,0.53,3,184,3,0,0,0,sales,low
-0.76,0.99,5,252,3,1,0,0,sales,low
-0.77,0.84,4,196,3,0,0,0,sales,low
-0.95,0.97,4,203,2,0,0,0,sales,low
-0.72,0.83,4,181,3,0,0,0,sales,low
-0.74,0.67,4,148,3,0,0,0,accounting,medium
-0.9,0.55,4,211,3,0,0,0,accounting,medium
-0.67,0.55,3,246,3,0,0,0,accounting,medium
-0.97,0.55,4,258,3,0,0,0,hr,medium
-0.55,0.59,3,231,4,0,0,0,hr,medium
-0.32,0.95,2,184,5,0,0,0,hr,medium
-0.4,0.42,3,146,2,1,0,0,hr,medium
-0.66,0.54,2,136,2,0,0,0,technical,low
-0.7,0.77,4,266,2,0,0,0,technical,low
-0.69,0.89,2,220,3,0,0,0,technical,low
-0.72,0.57,2,248,2,0,0,0,technical,low
-0.21,0.65,3,183,3,0,0,0,technical,low
-0.91,0.9,3,169,3,0,0,0,technical,low
-0.72,0.71,3,132,2,1,0,0,technical,low
-0.96,0.72,3,197,3,0,0,0,technical,low
-1,0.89,4,152,3,0,0,0,technical,low
-0.63,0.51,3,126,6,0,0,0,technical,low
-0.24,0.74,6,106,5,0,0,0,technical,low
-0.44,0.38,4,128,2,0,0,0,support,low
-0.92,0.57,3,191,3,0,0,0,support,low
-0.51,0.51,4,189,3,0,0,0,support,low
-0.77,0.71,5,141,3,0,0,0,support,low
-0.8,0.97,4,220,3,0,0,0,support,low
-0.84,0.46,5,118,3,0,0,0,support,low
-0.91,0.88,5,223,3,0,0,0,support,low
-0.64,0.61,3,263,3,0,0,0,support,low
-0.15,0.59,5,209,4,1,0,0,support,medium
-0.74,0.58,4,193,3,0,0,0,support,medium
-0.94,0.78,4,211,3,0,0,0,support,medium
-0.57,0.58,3,192,3,0,0,0,technical,medium
-0.92,0.63,5,156,3,0,0,0,technical,medium
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-0.73,0.92,3,199,3,1,0,0,management,medium
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-0.92,0.82,4,96,4,0,0,0,IT,medium
-0.92,0.94,3,234,2,1,0,0,IT,medium
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-0.17,0.81,5,280,4,0,0,0,product_mng,medium
-0.91,0.49,3,267,3,0,0,0,IT,medium
-0.83,0.91,3,251,2,0,0,0,RandD,medium
-0.87,0.76,5,182,3,0,0,0,RandD,medium
-0.71,0.8,4,157,3,0,0,0,RandD,medium
-0.88,0.5,3,206,2,0,0,0,RandD,medium
-0.63,0.94,3,237,3,1,0,0,RandD,medium
-0.99,0.58,2,166,3,0,0,0,marketing,medium
-0.99,0.81,4,229,2,1,0,0,sales,medium
-0.77,0.53,5,256,3,0,0,0,accounting,medium
-0.64,0.69,5,114,6,0,0,0,support,medium
-0.61,1,5,243,2,0,0,0,technical,medium
-0.37,0.82,3,199,5,0,0,0,management,medium
-0.19,1,4,188,4,1,0,0,marketing,medium
-0.96,0.87,4,187,2,0,0,0,marketing,medium
-0.8,0.62,4,216,2,0,0,0,marketing,medium
-0.14,0.63,6,215,5,0,0,0,sales,low
-0.15,0.69,6,213,6,0,0,0,sales,low
-0.52,0.82,4,198,4,0,0,0,sales,low
-0.27,0.55,5,121,3,1,0,0,sales,low
-0.97,0.96,3,212,3,0,0,0,sales,low
-0.52,0.93,2,271,3,0,0,0,sales,low
-0.98,0.89,3,186,2,0,0,0,sales,low
-0.96,0.95,4,265,2,0,0,0,sales,low
-0.28,0.92,3,151,3,0,0,0,sales,low
-0.65,0.55,5,206,3,0,0,0,sales,low
-0.59,0.63,4,153,3,1,0,0,sales,low
-0.64,0.48,4,267,2,1,0,0,sales,low
-0.71,0.48,3,161,3,0,0,0,sales,low
-0.83,0.84,2,149,3,0,0,0,sales,low
-0.95,0.94,2,269,4,1,0,0,sales,low
-0.73,0.49,3,248,3,0,0,0,sales,low
-0.81,0.75,4,243,2,0,0,0,sales,low
-0.71,0.44,2,207,4,0,0,0,sales,low
-0.8,0.56,6,111,6,0,0,0,sales,low
-0.85,0.53,3,226,2,0,0,0,accounting,low
-0.41,0.7,2,151,3,1,0,0,accounting,low
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-0.49,0.57,4,146,4,0,0,0,hr,medium
-0.76,0.55,4,163,2,1,0,0,hr,medium
-0.57,0.69,4,255,3,0,0,0,hr,medium
-0.54,0.48,6,196,2,0,0,0,hr,medium
-0.68,0.74,3,227,2,0,0,0,technical,medium
-0.7,0.5,3,251,2,0,0,0,technical,medium
-0.77,0.87,4,209,3,0,0,0,technical,medium
-0.95,0.51,3,254,4,0,0,0,technical,medium
-0.5,0.64,3,249,2,1,0,0,technical,low
-0.99,0.53,4,131,3,1,0,0,technical,low
-0.94,0.51,5,142,2,0,0,0,technical,low
-0.83,0.66,3,239,3,0,0,0,technical,low
-0.64,0.81,3,225,3,1,0,0,technical,low
-0.16,0.73,6,170,3,0,0,0,technical,low
-0.83,0.71,3,254,2,0,0,0,technical,low
-0.93,0.73,4,156,2,0,0,0,support,low
-0.32,0.64,3,151,3,0,0,0,support,low
-0.12,0.9,3,200,3,0,0,0,support,low
-0.5,0.5,3,184,3,1,0,0,support,low
-0.57,0.74,3,257,2,0,0,0,support,low
-0.25,0.75,5,194,5,1,0,0,support,low
-0.98,0.56,3,139,2,1,0,0,support,low
-0.81,0.51,3,273,2,1,0,0,support,low
-0.94,0.63,5,261,3,0,0,0,support,low
-0.83,0.57,3,135,3,1,0,0,support,low
-0.77,0.4,4,207,5,0,0,0,support,low
-0.57,0.65,4,265,3,0,0,0,technical,low
-0.18,0.96,5,208,6,0,0,0,technical,medium
-0.67,0.71,4,159,2,1,0,0,technical,medium
-0.35,0.47,4,151,6,0,0,0,management,medium
-0.78,0.44,3,97,4,0,0,0,IT,medium
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-0.9,0.58,3,264,3,0,0,0,IT,medium
-0.58,0.49,3,135,2,0,0,0,IT,medium
-0.64,0.56,3,238,2,0,0,0,IT,medium
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-0.59,0.51,3,156,3,0,0,0,product_mng,medium
-0.76,0.8,3,202,3,0,0,0,product_mng,medium
-0.76,0.85,3,204,2,1,0,0,product_mng,medium
-0.51,0.69,3,135,3,0,0,0,IT,medium
-0.54,0.55,4,252,3,0,0,0,RandD,medium
-0.67,0.93,5,254,3,1,0,0,RandD,medium
-0.68,0.44,5,165,3,0,0,0,RandD,medium
-0.97,0.58,3,200,2,0,0,0,RandD,medium
-0.5,0.74,3,155,3,0,0,0,RandD,medium
-0.81,0.52,3,162,3,0,0,0,marketing,medium
-0.77,0.73,4,159,3,1,0,0,sales,medium
-0.59,0.75,4,266,3,0,0,0,accounting,medium
-1,0.96,4,155,3,0,0,0,support,medium
-0.74,0.95,5,170,4,0,0,0,technical,medium
-0.91,0.52,4,172,4,1,0,0,management,high
-0.77,0.65,3,187,3,0,0,0,marketing,low
-0.79,0.98,4,185,2,0,0,0,marketing,medium
-0.82,0.51,5,232,3,0,0,0,marketing,medium
-0.89,0.96,5,260,3,0,0,0,sales,low
-0.83,0.62,4,218,3,0,0,0,sales,low
-0.72,0.7,4,217,3,0,0,0,sales,low
-0.7,0.74,3,212,3,0,0,0,sales,low
-1,0.89,3,189,3,0,0,0,sales,low
-0.57,0.66,4,158,2,0,0,0,sales,low
-0.55,0.54,5,168,2,0,0,0,sales,low
-0.47,0.7,4,134,3,0,0,0,sales,low
-0.95,0.77,4,213,3,1,0,0,sales,low
-0.29,0.57,5,149,3,0,0,0,sales,low
-0.71,0.5,3,201,2,0,0,0,sales,low
-0.89,0.68,4,146,3,0,0,0,sales,low
-0.81,0.97,4,212,2,0,0,0,sales,low
-0.72,0.64,4,140,2,0,0,0,sales,low
-1,0.85,4,156,3,0,0,0,sales,low
-0.79,0.49,4,163,3,0,0,0,sales,high
-0.69,0.84,3,154,2,0,0,0,sales,low
-0.97,0.66,4,218,3,0,0,0,sales,high
-0.61,0.59,3,157,2,0,0,0,sales,high
-0.71,0.89,3,222,3,0,0,0,accounting,low
-0.96,0.76,4,152,3,1,0,0,accounting,low
-0.77,0.73,5,263,2,0,0,0,accounting,high
-0.57,0.99,3,231,3,0,0,0,hr,low
-0.92,0.76,4,258,2,0,0,0,hr,medium
-0.99,0.92,5,213,2,0,0,0,hr,high
-0.86,0.73,3,159,3,0,0,0,hr,medium
-0.78,0.66,4,156,3,1,0,0,technical,low
-0.85,0.66,3,235,3,0,0,0,technical,low
-0.38,0.6,4,190,2,0,0,0,technical,low
-0.63,0.93,4,238,2,0,0,0,technical,low
-0.66,0.72,4,137,3,0,0,0,technical,low
-0.19,0.79,5,171,3,1,0,0,technical,low
-0.63,0.59,4,249,2,0,0,0,technical,low
-0.32,0.74,6,205,3,0,0,0,technical,low
-0.73,0.55,3,149,3,0,0,0,technical,low
-0.75,0.89,4,139,3,0,0,0,technical,low
-0.7,0.66,4,168,3,0,0,0,technical,low
-0.77,0.61,4,181,2,0,0,0,support,low
-0.83,0.8,4,150,3,0,0,0,support,low
-0.75,0.49,4,246,3,0,0,0,support,low
-0.97,0.54,3,271,3,0,0,0,support,medium
-0.75,0.55,5,204,3,0,0,0,support,low
-0.66,0.84,3,170,4,0,0,0,support,low
-0.56,0.49,3,208,3,0,0,0,support,low
-0.77,0.98,2,226,3,0,0,0,support,low
-0.82,0.81,3,149,3,0,0,0,support,low
-0.85,0.59,2,264,2,0,0,0,support,low
-0.49,0.79,5,177,2,0,0,0,support,low
-0.24,0.87,4,262,3,0,0,0,technical,low
-0.32,0.74,3,211,3,0,0,0,technical,low
-0.77,0.51,4,141,3,1,0,0,technical,low
-0.77,0.83,5,197,4,0,0,0,management,high
-0.93,0.87,3,154,3,1,0,0,IT,low
-0.22,0.74,5,178,5,0,0,0,IT,low
-0.24,0.89,5,169,4,0,0,0,IT,low
-0.99,0.99,3,228,4,0,0,0,IT,low
-0.61,0.5,3,231,3,0,0,0,IT,high
-0.6,0.91,4,185,3,1,0,0,product_mng,low
-0.79,0.7,3,195,2,0,0,0,product_mng,low
-0.94,0.62,3,147,3,0,0,0,product_mng,low
-0.18,0.85,5,192,3,0,0,0,product_mng,high
-0.51,0.73,5,241,3,0,0,0,IT,low
-0.55,0.92,3,151,3,0,0,0,RandD,medium
-0.73,0.74,3,221,3,0,0,0,RandD,high
-0.41,0.63,5,263,3,0,0,0,RandD,medium
-0.88,0.66,3,178,3,0,0,0,RandD,high
-0.23,0.56,5,169,5,0,0,0,RandD,medium
-0.78,0.56,3,271,4,0,0,0,marketing,medium
-0.34,0.69,3,155,3,0,0,0,marketing,medium
-0.51,0.41,2,164,4,0,0,0,sales,medium
-0.8,0.86,3,226,2,0,0,0,accounting,medium
-0.66,0.57,4,220,2,1,0,0,support,medium
-0.62,0.63,5,153,6,0,0,0,technical,medium
-0.5,0.97,2,252,4,0,0,0,management,medium
-0.96,0.94,3,182,3,0,0,0,marketing,high
-0.5,0.84,3,150,2,0,0,0,marketing,low
-0.73,0.69,6,273,4,1,0,0,marketing,medium
-0.47,0.39,6,215,5,0,0,0,sales,medium
-0.49,0.83,3,172,2,0,0,0,sales,medium
-0.92,0.62,3,264,2,0,0,0,sales,medium
-0.24,0.39,5,158,2,0,0,0,sales,medium
-0.61,0.58,4,142,4,0,0,0,sales,medium
-0.83,0.89,4,137,3,0,0,0,sales,medium
-0.88,0.66,4,275,3,0,0,0,sales,medium
-0.61,0.55,3,245,3,0,0,0,sales,medium
-0.68,0.54,4,165,4,0,0,0,sales,high
-0.51,0.7,4,142,4,1,0,0,sales,low
-0.88,0.58,4,215,2,0,0,0,sales,low
-0.94,0.84,5,240,3,0,0,0,sales,low
-0.58,0.88,4,255,3,0,0,0,sales,high
-0.63,0.98,4,265,3,0,0,0,sales,low
-0.81,0.49,4,285,4,0,0,0,sales,low
-0.61,0.86,3,238,2,0,0,0,sales,low
-0.65,0.63,3,137,3,0,0,0,sales,high
-0.67,0.63,3,270,5,0,0,0,sales,low
-0.64,0.62,4,145,3,1,0,0,sales,low
-0.25,0.76,6,182,3,0,0,0,accounting,low
-0.13,0.62,3,264,6,0,0,0,accounting,low
-0.14,0.89,3,212,6,0,0,0,accounting,low
-0.74,0.51,5,198,3,0,0,0,hr,low
-0.8,0.81,5,200,3,0,0,0,hr,low
-0.5,0.56,3,263,4,0,0,0,hr,medium
-0.69,0.75,4,249,4,0,0,0,hr,medium
-0.91,0.53,4,212,3,0,0,0,technical,low
-0.8,0.51,3,159,3,0,0,0,technical,low
-0.93,0.52,3,181,3,0,0,0,technical,low
-0.57,0.99,3,100,4,1,0,0,technical,low
-0.51,0.58,2,218,2,1,0,0,technical,low
-0.98,0.54,4,178,3,0,0,0,technical,low
-0.85,0.83,4,219,3,0,0,0,technical,low
-0.73,0.56,5,239,3,0,0,0,technical,low
-0.97,0.9,3,255,2,0,0,0,technical,low
-0.52,0.61,4,163,2,0,0,0,technical,low
-0.31,0.38,3,173,2,0,0,0,technical,low
-0.49,0.77,3,147,3,0,0,0,support,low
-0.81,0.44,4,166,4,1,0,0,support,low
-0.52,0.8,5,209,2,0,0,0,support,low
-0.69,0.56,5,271,3,0,0,0,support,low
-0.7,0.74,3,253,4,1,0,0,support,low
-0.65,0.85,4,233,2,0,0,0,support,low
-0.54,0.71,2,194,2,0,0,0,support,low
-0.57,0.49,2,237,2,0,0,0,support,low
-0.78,0.9,4,238,2,0,0,0,support,low
-0.99,0.92,4,212,3,0,0,0,support,low
-0.57,0.83,5,189,3,0,0,0,support,low
-0.33,0.58,3,115,3,0,0,0,technical,low
-0.97,0.58,4,159,3,0,0,0,technical,low
-0.95,0.58,5,133,3,0,0,0,technical,low
-0.69,0.83,5,225,3,0,0,0,management,low
-0.97,0.91,2,112,5,0,0,0,IT,low
-0.4,0.59,3,111,4,1,0,0,IT,low
-0.67,0.71,4,178,6,0,0,0,IT,low
-0.96,0.58,5,178,3,0,0,0,IT,low
-0.49,0.95,2,181,4,1,0,0,IT,low
-0.56,0.66,3,139,2,0,0,0,product_mng,low
-0.99,0.78,2,177,4,0,0,0,product_mng,low
-0.49,0.88,4,270,3,0,0,0,product_mng,low
-0.53,0.69,4,135,3,0,0,0,product_mng,low
-0.75,0.5,4,166,4,0,0,0,IT,low
-0.51,0.89,3,230,4,0,0,0,marketing,low
-0.65,0.9,3,163,3,1,0,0,marketing,medium
-0.45,0.66,2,236,3,0,0,0,marketing,medium
-0.98,0.91,3,264,4,1,0,0,marketing,medium
-0.9,0.74,3,185,2,0,0,0,marketing,medium
-0.37,0.62,4,253,2,0,0,0,marketing,medium
-0.52,0.99,4,253,3,0,0,0,marketing,medium
-0.96,0.78,3,135,3,0,0,0,sales,medium
-0.99,0.7,2,182,4,0,0,0,accounting,medium
-0.66,0.56,5,202,3,0,0,0,support,medium
-0.84,0.54,5,186,2,0,0,0,technical,medium
-0.16,0.87,5,163,3,0,0,0,management,medium
-0.75,0.59,3,242,3,0,0,0,marketing,medium
-0.52,0.74,3,160,2,0,0,0,marketing,high
-0.86,0.86,3,173,3,0,0,0,marketing,low
-0.75,0.53,3,154,2,0,0,0,sales,medium
-0.73,0.99,3,160,3,0,0,0,sales,medium
-0.98,0.84,3,139,2,0,0,0,sales,medium
-0.8,0.84,3,251,3,0,0,0,sales,medium
-0.18,0.48,4,176,4,1,0,0,sales,low
-0.37,0.72,2,163,3,0,0,0,sales,low
-0.97,0.86,3,257,4,0,0,0,sales,low
-0.56,0.68,4,159,3,0,0,0,sales,low
-0.32,0.65,2,183,3,0,0,0,sales,low
-0.63,0.88,4,260,2,0,0,0,sales,low
-0.36,0.78,6,151,3,0,0,0,sales,low
-0.75,0.49,4,246,3,1,0,0,sales,low
-0.42,0.86,3,160,4,1,0,0,sales,low
-0.96,0.66,3,155,2,0,0,0,sales,low
-0.62,0.78,5,250,6,0,0,0,sales,low
-0.78,0.96,2,174,3,0,0,0,sales,low
-0.93,0.89,3,262,2,0,0,0,sales,low
-0.93,0.87,4,257,2,0,0,0,sales,low
-0.45,0.42,4,140,2,0,0,0,sales,low
-0.44,0.56,3,123,3,0,0,0,accounting,medium
-0.57,0.55,3,264,2,0,0,0,accounting,medium
-0.77,0.51,2,254,5,0,0,0,accounting,medium
-0.6,0.98,4,205,4,0,0,0,hr,medium
-0.25,0.94,6,199,4,0,0,0,hr,medium
-0.59,0.43,3,171,3,0,0,0,hr,medium
-0.29,0.57,5,98,5,0,0,0,hr,medium
-0.5,0.95,3,166,4,1,0,0,technical,low
-0.91,0.94,4,264,4,0,0,0,technical,low
-0.78,0.65,3,176,2,0,0,0,technical,low
-0.73,0.76,2,166,3,0,0,0,technical,low
-0.51,0.59,4,169,3,0,0,0,technical,low
-0.65,0.82,4,257,3,0,0,0,technical,low
-0.25,0.87,3,265,4,0,0,0,technical,low
-0.5,0.63,5,167,2,0,0,0,technical,low
-0.53,0.58,4,134,2,0,0,0,technical,low
-0.57,0.76,2,176,3,0,0,0,technical,low
-0.77,0.91,5,274,3,0,0,0,technical,low
-0.94,0.77,3,201,3,0,0,0,support,low
-0.5,0.53,3,121,4,0,0,0,support,low
-0.47,0.57,3,97,4,0,0,0,support,low
-0.92,0.54,4,217,4,0,0,0,support,low
-0.9,0.87,3,220,3,0,0,0,support,low
-0.54,0.46,2,98,4,0,0,0,support,low
-0.58,0.97,5,265,3,0,0,0,support,low
-0.95,0.87,3,201,3,0,0,0,support,low
-0.52,0.71,3,151,3,0,0,0,support,low
-0.83,0.51,4,199,3,0,0,0,support,low
-0.54,0.92,4,175,3,0,0,0,support,low
-0.8,0.85,5,253,3,1,0,0,technical,low
-0.52,0.57,3,183,2,0,0,0,technical,low
-0.83,0.8,5,223,3,0,0,0,technical,low
-0.74,0.55,5,168,4,0,0,0,management,low
-0.87,0.71,5,244,2,0,0,0,IT,low
-0.45,0.87,2,268,4,1,0,0,IT,low
-0.72,0.72,4,218,4,0,0,0,IT,low
-0.27,0.85,2,277,6,1,0,0,IT,low
-0.51,0.88,5,225,2,1,0,0,IT,low
-0.55,0.55,4,257,3,0,0,0,product_mng,low
-0.89,0.69,4,170,3,0,0,0,product_mng,low
-0.85,0.86,3,179,3,0,0,0,product_mng,low
-0.29,0.85,4,211,2,0,0,0,product_mng,low
-0.96,0.5,3,217,2,1,0,0,IT,low
-0.9,0.68,3,135,3,0,0,0,RandD,low
-0.28,0.94,6,167,3,1,0,0,RandD,low
-0.93,0.98,4,189,3,0,0,0,RandD,medium
-0.51,0.57,3,162,3,1,0,0,RandD,medium
-0.97,0.76,3,193,3,0,0,0,RandD,medium
-0.71,0.55,4,273,3,1,0,0,RandD,medium
-0.52,0.69,6,138,5,0,0,0,marketing,medium
-0.87,0.84,4,237,3,1,0,0,sales,medium
-0.78,0.61,5,260,2,0,0,0,accounting,medium
-0.57,0.82,3,149,5,1,0,0,support,medium
-0.34,0.49,4,149,3,0,0,0,technical,medium
-0.95,0.95,4,137,4,0,0,0,management,medium
-0.72,0.73,5,167,3,0,0,0,marketing,medium
-0.61,0.37,4,165,6,0,0,0,marketing,medium
-0.39,0.39,2,131,2,0,0,0,marketing,high
-0.72,0.59,5,138,2,0,0,0,sales,low
-0.86,0.91,4,234,3,1,0,0,sales,medium
-0.69,0.67,4,141,3,0,0,0,sales,medium
-0.5,0.65,4,266,3,1,0,0,sales,medium
-0.62,0.68,3,134,2,0,0,0,sales,medium
-0.76,0.55,4,147,3,0,0,0,sales,low
-0.97,0.88,4,237,4,0,0,0,sales,low
-0.78,0.57,5,114,4,0,0,0,sales,low
-0.81,0.89,4,166,2,1,0,0,sales,low
-0.15,0.95,4,173,5,1,0,0,sales,low
-0.72,0.5,3,205,3,1,0,0,sales,low
-0.8,0.5,3,219,3,0,0,0,sales,low
-0.76,0.74,3,173,2,0,0,0,sales,low
-0.19,0.73,4,231,3,0,0,0,sales,low
-0.75,0.75,5,133,2,0,0,0,sales,low
-0.94,0.49,4,220,3,0,0,0,sales,low
-0.93,0.59,5,158,3,0,0,0,sales,low
-0.96,0.92,3,182,4,0,0,0,sales,low
-0.14,0.57,6,275,5,0,0,0,sales,low
-0.75,0.71,3,237,3,1,0,0,accounting,low
-0.6,0.59,5,146,4,0,0,0,accounting,low
-0.65,0.48,4,144,3,0,0,0,accounting,low
-0.59,0.79,2,195,3,0,0,0,hr,low
-0.93,0.78,5,191,4,0,0,0,hr,medium
-0.5,1,3,149,2,0,0,0,hr,medium
-0.62,0.55,4,137,3,1,0,0,hr,medium
-0.24,0.58,3,184,5,1,0,0,technical,medium
-0.66,0.87,4,139,3,0,0,0,technical,medium
-0.55,0.95,4,249,4,0,0,0,technical,medium
-0.91,0.66,3,168,3,0,0,0,technical,medium
-0.59,0.51,2,145,5,0,0,0,technical,medium
-0.74,0.54,5,221,3,0,0,0,technical,medium
-0.43,0.51,2,123,3,0,0,0,technical,medium
-0.85,0.99,6,153,6,0,0,0,technical,medium
-0.46,0.54,3,183,4,0,0,0,technical,medium
-0.48,0.56,4,271,3,0,0,0,technical,high
-0.96,1,4,167,2,1,0,0,technical,low
-0.55,0.9,4,177,3,0,0,0,support,medium
-0.82,0.74,3,256,3,1,0,0,support,medium
-0.24,0.65,3,143,4,0,0,0,support,medium
-0.69,0.71,3,241,3,0,0,0,support,medium
-0.29,0.68,4,210,3,0,0,0,support,low
-0.53,0.7,4,155,5,1,0,0,support,low
-0.65,0.77,2,248,3,0,0,0,support,low
-0.57,0.53,3,162,3,0,0,0,support,low
-0.6,0.5,4,137,3,0,0,0,support,low
-0.79,0.55,5,242,2,0,0,0,support,low
-0.41,0.5,6,257,6,1,0,0,support,low
-0.79,0.72,5,245,3,1,0,0,technical,low
-0.5,0.8,3,234,3,0,0,0,technical,low
-0.8,0.76,4,135,2,0,0,0,technical,low
-0.61,0.79,5,269,2,0,0,0,management,low
-0.99,0.68,4,238,3,0,0,0,IT,low
-0.77,0.86,3,101,5,0,0,0,IT,low
-0.7,0.52,5,200,2,1,0,0,IT,low
-0.55,0.87,3,241,4,0,0,0,IT,low
-0.87,0.63,3,143,3,1,0,0,IT,low
-0.97,0.6,3,169,2,1,0,0,product_mng,low
-0.56,0.99,4,270,2,0,0,0,product_mng,low
-0.99,0.81,4,246,3,1,0,0,product_mng,low
-0.57,0.66,4,151,2,0,0,0,product_mng,low
-1,0.84,3,227,3,0,0,0,IT,low
-0.97,0.74,3,134,3,1,0,0,marketing,high
-0.81,0.54,4,155,4,0,0,0,accounting,high
-0.76,0.48,5,173,3,0,0,0,accounting,high
-0.95,0.55,5,134,3,0,0,0,IT,medium
-0.81,0.65,3,195,2,0,0,0,IT,medium
-0.8,0.65,3,264,4,0,0,0,management,high
-0.72,0.57,3,203,2,1,0,0,marketing,medium
-0.68,0.65,3,243,2,0,0,0,sales,medium
-0.21,0.61,6,159,5,1,0,0,accounting,medium
-0.46,0.4,3,145,2,0,0,0,support,medium
-0.8,0.7,3,238,2,0,0,0,technical,medium
-0.57,0.64,4,151,2,0,0,0,management,medium
-0.58,0.57,5,205,2,0,0,0,marketing,high
-0.91,1,4,211,3,0,0,0,marketing,low
-0.63,0.67,5,169,2,0,0,0,marketing,medium
-0.95,0.86,2,263,4,0,0,0,sales,medium
-0.87,0.67,5,143,3,0,0,0,sales,medium
-0.22,0.53,5,160,4,1,0,0,sales,medium
-0.95,0.65,5,142,2,1,0,0,sales,low
-0.18,0.5,4,169,4,0,0,0,sales,low
-0.87,0.63,5,214,3,0,0,0,sales,low
-0.23,0.84,5,131,5,0,0,0,sales,low
-0.93,0.69,3,213,4,0,0,0,sales,low
-0.58,0.75,4,244,4,0,0,0,sales,low
-0.68,0.55,4,169,3,1,0,0,sales,low
-0.76,0.71,4,156,3,0,0,0,sales,low
-0.68,0.84,5,161,3,0,0,0,sales,low
-0.99,0.47,3,152,5,0,0,0,sales,low
-0.64,0.55,3,201,2,0,0,0,sales,low
-0.61,0.83,5,269,5,1,0,0,sales,low
-0.51,0.5,5,242,2,0,0,0,sales,low
-0.69,0.66,3,113,4,0,0,0,sales,low
-0.85,0.6,3,251,2,0,0,0,sales,low
-0.55,0.89,6,99,3,0,0,0,sales,low
-0.56,0.89,4,263,3,0,0,0,accounting,low
-0.69,0.68,4,214,4,0,0,0,accounting,low
-0.61,0.46,4,172,3,0,0,0,accounting,low
-0.47,0.65,4,172,2,0,0,0,hr,low
-0.58,0.79,4,196,3,1,0,0,hr,low
-0.16,0.56,5,152,5,0,0,0,hr,medium
-0.53,0.64,2,109,3,0,0,0,hr,medium
-0.82,0.82,5,193,4,0,0,0,technical,medium
-0.68,0.61,4,227,3,0,0,0,technical,medium
-0.6,0.72,3,181,2,0,0,0,technical,medium
-0.93,0.44,5,190,5,0,0,0,technical,medium
-0.58,0.49,2,107,3,0,0,0,technical,medium
-0.61,0.96,4,161,3,1,0,0,technical,medium
-0.74,0.71,4,243,3,0,0,0,technical,medium
-0.88,0.91,3,157,2,0,0,0,technical,medium
-0.94,0.8,6,147,3,0,0,0,technical,medium
-0.44,0.46,3,121,3,0,0,0,technical,medium
-0.73,0.52,3,274,2,0,0,0,technical,high
-0.9,0.68,4,204,4,1,0,0,support,low
-0.97,0.49,3,199,2,0,0,0,support,medium
-0.86,0.96,5,246,3,0,0,0,support,medium
-0.81,0.98,3,141,3,0,0,0,support,medium
-0.24,0.76,6,213,4,0,0,0,support,medium
-0.92,0.97,4,199,3,0,0,0,support,low
-0.34,0.62,2,257,6,1,0,0,support,low
-0.95,0.53,4,143,3,0,0,0,support,low
-0.94,0.81,3,150,2,0,0,0,support,low
-0.54,0.82,3,284,2,1,0,0,support,low
-0.87,0.57,3,149,3,0,0,0,support,low
-0.54,0.74,4,160,6,0,0,0,technical,low
-0.75,0.49,4,208,4,0,0,0,technical,low
-0.88,1,3,248,3,0,0,0,technical,medium
-0.78,0.86,3,210,3,0,0,0,management,medium
-0.88,0.71,5,219,2,0,0,0,IT,medium
-0.51,0.94,4,155,3,0,0,0,IT,medium
-0.31,0.7,4,182,3,0,0,0,IT,medium
-0.22,1,6,244,3,0,0,0,IT,medium
-0.56,0.83,5,157,3,0,0,0,IT,medium
-0.38,0.63,2,182,2,0,0,0,product_mng,medium
-0.56,0.47,5,185,4,0,0,0,product_mng,medium
-0.55,0.9,4,206,3,0,0,0,product_mng,medium
-0.74,0.99,4,156,3,0,0,0,product_mng,medium
-0.64,0.92,5,211,2,1,0,0,IT,medium
-0.69,0.91,6,247,6,0,0,0,RandD,medium
-0.99,0.54,3,247,3,0,0,0,RandD,medium
-0.66,0.75,4,235,3,0,0,0,RandD,medium
-0.79,0.93,5,169,3,0,0,0,RandD,medium
-0.92,0.54,3,246,3,0,0,0,RandD,medium
-0.84,0.49,3,172,4,0,0,0,RandD,medium
-0.31,0.59,4,218,5,0,0,0,marketing,medium
-0.34,0.52,6,265,6,0,0,0,sales,medium
-0.88,0.96,5,173,4,0,0,0,accounting,medium
-0.8,0.84,3,195,3,0,0,0,support,medium
-0.75,0.92,3,160,3,1,0,0,technical,medium
-0.71,0.7,4,237,4,0,0,0,management,medium
-0.66,0.49,3,206,2,0,0,0,marketing,medium
-0.54,0.72,6,222,5,0,0,0,marketing,high
-0.47,0.4,3,113,3,0,0,0,marketing,high
-0.87,0.79,3,244,3,0,0,0,sales,high
-0.9,0.52,3,162,2,0,0,0,sales,high
-0.51,0.63,3,234,2,0,0,0,sales,high
-0.62,0.71,4,168,2,0,0,0,sales,high
-0.47,0.43,3,120,3,0,0,0,sales,high
-0.59,0.94,5,274,2,0,0,0,sales,high
-0.87,0.62,4,202,3,0,0,0,sales,high
-0.59,0.97,3,209,3,0,0,0,sales,high
-0.87,0.71,6,224,6,0,0,0,sales,high
-0.89,0.93,3,168,2,0,0,0,sales,high
-0.73,0.68,4,227,3,0,0,0,sales,low
-0.79,0.98,3,217,3,0,0,0,sales,low
-0.8,0.74,2,205,3,1,0,0,sales,low
-0.73,0.89,5,223,3,0,0,0,sales,low
-0.96,0.9,3,175,3,1,0,0,sales,low
-0.66,0.96,3,175,2,0,0,0,sales,low
-0.53,0.97,4,254,3,0,0,0,sales,low
-0.86,0.56,5,215,2,0,0,0,sales,low
-0.92,0.86,3,166,4,0,0,0,sales,low
-0.31,0.95,5,205,3,0,0,0,accounting,low
-0.69,0.73,4,233,2,0,0,0,accounting,low
-0.7,0.83,3,189,3,0,0,0,accounting,low
-0.63,0.74,4,202,3,0,0,0,hr,low
-0.24,0.53,6,165,5,0,0,0,hr,low
-0.13,0.94,4,213,5,1,0,0,hr,low
-0.47,0.41,2,140,3,0,0,0,hr,medium
-0.53,0.58,4,251,2,0,0,0,technical,medium
-0.96,0.96,5,243,3,0,0,0,technical,medium
-0.92,0.88,4,111,4,0,0,0,technical,medium
-0.56,0.59,3,178,2,0,0,0,technical,medium
-0.51,0.88,5,230,4,0,0,0,technical,medium
-0.22,0.85,6,172,6,1,0,0,technical,medium
-0.83,0.92,3,268,2,1,0,0,technical,medium
-0.85,0.48,2,208,4,0,0,0,technical,medium
-0.85,0.92,3,188,4,0,0,0,technical,medium
-0.85,0.9,5,247,2,0,0,0,technical,medium
-0.73,0.82,4,205,4,0,0,0,technical,medium
-0.18,0.52,3,213,4,0,0,0,support,high
-0.63,0.87,4,145,3,1,0,0,support,high
-0.5,0.48,2,106,2,0,0,0,support,high
-0.63,0.47,3,180,3,1,0,0,support,high
-0.15,0.95,4,251,5,0,0,0,support,high
-0.96,0.69,4,156,5,0,0,0,support,high
-0.96,0.91,5,179,2,0,0,0,support,high
-0.31,0.51,4,229,6,0,0,0,support,high
-0.59,0.49,4,149,4,0,0,0,support,low
-0.75,0.98,4,198,3,0,0,0,support,low
-0.96,0.51,3,241,6,1,0,0,support,low
-0.69,0.67,4,156,3,0,0,0,technical,low
-0.92,0.89,3,220,2,0,0,0,technical,low
-0.96,0.82,5,185,3,0,0,0,technical,low
-0.67,0.7,4,222,3,0,0,0,management,low
-0.49,0.56,3,221,3,1,0,0,IT,low
-0.85,0.65,4,280,3,1,0,0,IT,medium
-0.85,0.53,3,250,3,0,0,0,IT,medium
-0.91,0.77,4,167,3,1,0,0,IT,medium
-0.7,0.48,4,238,3,0,0,0,IT,medium
-0.98,0.99,4,132,2,0,0,0,product_mng,medium
-0.48,0.48,2,245,5,0,0,0,product_mng,medium
-0.39,0.6,2,161,2,0,0,0,product_mng,medium
-0.66,0.89,3,242,3,0,0,0,product_mng,medium
-0.6,0.61,3,104,5,0,0,0,IT,medium
-0.88,0.9,4,152,4,0,0,0,RandD,medium
-0.85,0.83,3,226,2,0,0,0,RandD,medium
-0.76,0.81,3,175,3,0,0,0,RandD,medium
-1,0.67,5,241,4,0,0,0,RandD,medium
-0.79,0.74,2,158,3,0,0,0,RandD,medium
-0.63,0.52,5,226,4,0,0,0,marketing,medium
-0.5,0.83,2,220,2,1,0,0,sales,medium
-0.83,0.74,4,233,3,0,0,0,accounting,medium
-0.71,0.81,3,141,3,0,0,0,support,medium
-0.94,0.87,4,157,3,0,0,0,technical,medium
-0.56,0.57,2,112,4,0,0,0,management,medium
-0.78,0.71,4,216,2,0,0,0,marketing,medium
-0.34,0.46,5,131,3,0,0,0,marketing,medium
-0.62,0.67,3,212,3,0,0,0,marketing,medium
-0.82,0.74,3,163,2,0,0,0,sales,high
-0.42,0.5,2,151,3,0,0,0,sales,low
-0.51,0.79,3,137,3,0,0,0,sales,medium
-0.63,0.78,2,158,5,1,0,0,sales,medium
-0.43,0.81,3,102,3,0,0,0,sales,medium
-0.5,0.49,5,256,3,0,0,0,sales,medium
-0.81,0.87,4,203,2,0,0,0,sales,medium
-0.63,0.7,5,177,2,1,0,0,sales,medium
-0.86,0.7,4,197,3,0,0,0,sales,medium
-0.92,0.91,3,202,2,0,0,0,sales,medium
-0.72,0.78,3,229,2,0,0,0,sales,medium
-0.78,0.63,4,181,2,0,0,0,sales,medium
-0.76,0.65,3,254,2,0,0,0,sales,low
-0.84,0.63,2,162,3,0,0,0,sales,low
-0.78,0.54,4,102,3,0,0,0,sales,low
-0.57,0.59,4,197,3,0,0,0,sales,low
-0.15,0.42,3,98,3,0,0,0,sales,low
-0.69,0.77,3,232,2,0,0,0,sales,low
-0.73,0.6,3,252,4,1,0,0,sales,low
-0.96,0.54,5,161,3,1,0,0,accounting,high
-0.91,0.78,4,169,4,0,0,0,accounting,low
-0.58,0.97,2,216,3,0,0,0,accounting,high
-0.84,0.56,3,266,3,0,0,0,hr,high
-0.51,0.58,3,141,3,0,0,0,hr,low
-0.71,0.95,4,249,3,0,0,0,hr,low
-0.63,0.82,5,268,3,0,0,0,hr,high
-0.66,0.51,3,192,3,0,0,0,technical,low
-0.5,0.8,6,201,5,0,0,0,technical,medium
-0.56,0.89,3,163,3,1,0,0,technical,high
-0.57,0.46,3,167,4,0,0,0,technical,medium
-0.7,0.65,5,202,3,1,0,0,technical,medium
-0.84,0.62,5,245,4,0,0,0,technical,medium
-0.33,0.59,3,243,2,0,0,0,technical,medium
-0.64,0.94,3,204,2,0,0,0,technical,high
-0.93,0.54,4,239,2,0,0,0,technical,medium
-1,0.58,4,229,2,1,0,0,technical,medium
-0.91,0.49,3,213,4,0,0,0,technical,medium
-0.56,0.59,5,254,4,0,0,0,support,high
-0.62,0.52,6,253,4,0,0,0,support,medium
-0.98,0.68,4,253,3,0,0,0,support,high
-0.96,0.85,5,211,4,0,0,0,support,low
-0.61,0.99,5,98,2,0,0,0,support,medium
-0.92,0.66,4,133,3,0,0,0,support,medium
-0.58,0.67,5,265,3,0,0,0,support,medium
-0.47,0.49,2,112,3,1,0,0,support,medium
-0.87,0.7,3,224,3,0,0,0,support,low
-0.8,0.64,5,180,2,0,0,0,support,low
-0.54,0.53,3,203,2,0,0,0,support,low
-0.14,0.83,6,275,6,0,0,0,technical,low
-0.98,0.76,5,168,3,0,0,0,technical,low
-0.13,0.58,4,203,4,0,0,0,technical,low
-0.64,0.81,3,209,3,0,0,0,management,low
-0.91,0.75,3,166,2,0,0,0,IT,low
-0.24,0.71,3,187,5,0,0,0,IT,low
-0.34,0.42,6,287,5,1,0,0,IT,low
-0.51,0.85,2,248,4,0,0,0,IT,high
-0.91,0.7,3,193,2,0,0,0,IT,low
-0.86,0.9,4,162,3,0,0,0,product_mng,low
-1,0.61,3,188,4,0,0,0,product_mng,low
-0.37,0.41,6,101,3,0,0,0,product_mng,low
-0.46,0.73,6,256,4,0,0,0,product_mng,high
-0.86,0.8,5,134,2,0,0,0,IT,low
-0.36,0.68,2,126,4,0,0,0,marketing,high
-0.52,0.93,2,243,3,0,0,0,accounting,high
-0.51,0.73,3,205,4,0,0,0,accounting,high
-0.69,0.94,5,259,2,0,0,0,IT,medium
-0.67,0.5,5,219,3,0,0,0,IT,medium
-0.6,0.99,5,161,3,0,0,0,management,high
-0.71,0.57,3,207,3,0,0,0,marketing,medium
-0.65,0.79,3,201,3,1,0,0,sales,high
-0.48,0.92,3,234,3,0,0,0,accounting,medium
-0.67,0.58,4,158,3,0,0,0,support,medium
-0.68,0.63,5,185,4,0,0,0,technical,medium
-0.74,0.85,3,176,3,0,0,0,management,medium
-0.9,0.77,5,163,3,0,0,0,marketing,medium
-0.67,0.83,3,171,3,1,0,0,marketing,medium
-0.64,0.66,5,163,4,0,0,0,marketing,medium
-0.54,0.87,4,163,3,0,0,0,sales,medium
-0.6,0.73,2,180,2,0,0,0,sales,high
-0.72,0.67,3,243,3,0,0,0,sales,low
-0.97,0.49,4,213,2,0,0,0,sales,medium
-0.99,0.89,3,273,2,0,0,0,sales,medium
-0.75,0.93,4,195,3,0,0,0,sales,medium
-0.84,0.98,4,246,3,0,0,0,sales,medium
-0.76,0.5,3,196,3,1,0,0,sales,medium
-0.96,0.51,5,205,2,1,0,0,sales,medium
-0.12,0.81,4,287,6,0,0,0,sales,medium
-0.54,0.79,3,211,3,0,0,0,sales,medium
-0.69,0.98,3,261,4,0,0,0,sales,medium
-0.77,0.71,5,204,3,0,0,0,sales,high
-0.96,0.86,2,163,3,0,0,0,sales,low
-0.53,0.62,4,162,2,0,0,0,sales,low
-0.54,0.72,4,259,2,1,0,0,sales,low
-0.89,0.64,4,151,5,0,0,0,sales,high
-0.52,0.84,2,266,2,0,0,0,sales,low
-0.29,0.65,5,110,5,1,0,0,sales,low
-0.93,0.6,4,271,3,0,0,0,accounting,low
-0.71,0.68,4,208,2,0,0,0,accounting,high
-0.23,0.5,2,150,6,0,0,0,accounting,low
-0.89,0.96,3,122,4,0,0,0,hr,low
-0.51,0.5,4,246,3,0,0,0,hr,low
-0.27,0.64,2,188,3,0,0,0,hr,low
-0.9,0.53,3,167,3,0,0,0,hr,low
-0.88,0.57,4,261,4,0,0,0,technical,low
-0.91,0.83,4,235,3,0,0,0,technical,low
-0.65,0.63,4,199,2,0,0,0,technical,medium
-0.68,0.5,4,166,4,1,0,0,technical,medium
-0.58,0.63,4,272,3,0,0,0,technical,medium
-0.68,0.62,3,158,3,0,0,0,technical,medium
-0.59,0.76,3,264,3,0,0,0,technical,medium
-0.56,0.57,5,274,3,0,0,0,technical,medium
-0.74,0.44,5,169,3,1,0,0,technical,medium
-0.5,0.91,4,148,2,0,0,0,technical,medium
-0.85,0.65,4,162,2,0,0,0,technical,medium
-0.57,0.48,5,221,3,0,0,0,support,medium
-0.89,0.58,3,167,3,0,0,0,support,medium
-0.76,0.66,5,206,2,0,0,0,support,medium
-0.96,0.7,3,169,3,0,0,0,support,high
-0.81,0.68,4,179,3,0,0,0,support,low
-0.79,0.85,4,100,6,0,0,0,support,medium
-0.63,0.66,3,177,2,1,0,0,support,medium
-0.92,0.82,5,252,3,0,0,0,support,medium
-0.77,0.74,4,202,4,0,0,0,support,medium
-0.73,0.87,4,263,2,0,0,0,support,low
-0.74,0.98,4,160,2,0,0,0,support,low
-0.8,0.74,5,229,3,1,0,0,technical,low
-0.82,0.85,5,195,4,0,0,0,technical,low
-0.48,0.81,3,212,2,0,0,0,technical,low
-0.79,0.54,6,190,4,0,0,0,management,low
-0.87,0.41,3,219,3,1,0,0,IT,low
-0.96,0.88,2,193,2,0,0,0,IT,low
-0.96,0.58,5,197,4,1,0,0,IT,low
-0.69,0.66,3,206,2,0,0,0,IT,low
-0.42,0.58,2,140,3,0,0,0,IT,low
-0.7,0.76,3,173,2,0,0,0,product_mng,low
-0.97,0.76,6,142,2,0,0,0,product_mng,low
-0.6,0.59,3,237,4,1,0,0,product_mng,low
-0.63,0.63,5,252,2,0,0,0,product_mng,low
-0.65,0.82,4,196,2,0,0,0,IT,low
-0.85,0.81,3,205,3,0,0,0,marketing,high
-0.54,0.83,3,201,3,0,0,0,accounting,high
-0.23,0.74,5,120,4,0,0,0,accounting,high
-0.95,0.73,2,187,2,0,0,0,IT,medium
-1,0.51,5,274,4,0,0,0,IT,medium
-0.77,0.93,3,227,3,0,0,0,management,high
-0.8,0.53,3,245,3,0,0,0,sales,medium
-0.88,0.56,4,243,4,0,0,0,accounting,medium
-0.73,0.68,3,132,2,0,0,0,support,medium
-0.54,0.9,3,206,3,0,0,0,technical,medium
-0.92,0.58,5,205,2,1,0,0,management,medium
-0.14,0.88,3,162,4,0,0,0,marketing,medium
-0.65,0.79,5,266,3,0,0,0,marketing,medium
-0.17,0.89,5,261,5,0,0,0,marketing,medium
-0.18,0.67,5,209,4,0,0,0,sales,medium
-0.58,0.5,5,184,4,0,0,0,sales,medium
-0.63,0.67,4,229,3,0,0,0,sales,medium
-0.68,0.81,3,180,2,1,0,0,sales,high
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-0.89,0.76,2,278,2,0,0,0,sales,medium
-0.76,0.76,3,197,2,0,0,0,sales,medium
-0.96,0.72,3,157,3,0,0,0,sales,medium
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-0.63,0.49,5,192,2,0,0,0,sales,low
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-0.91,0.67,3,257,2,0,0,0,sales,low
-0.8,0.8,4,229,4,0,0,0,sales,low
-0.89,0.64,4,274,2,1,0,0,sales,low
-0.75,0.41,5,196,4,0,0,0,sales,low
-0.94,0.85,3,137,3,0,0,0,sales,low
-0.5,0.75,4,239,2,0,0,0,accounting,low
-0.75,0.95,4,177,3,0,0,0,accounting,low
-0.84,0.78,5,164,3,0,0,0,accounting,low
-0.55,0.81,5,229,3,0,0,0,hr,low
-0.59,0.82,3,149,3,0,0,0,hr,low
-0.58,0.43,3,224,6,0,0,0,hr,low
-0.91,0.59,5,179,3,0,0,0,hr,low
-0.43,0.92,5,151,4,0,0,0,technical,low
-0.51,0.79,5,222,2,0,0,0,technical,low
-0.81,0.96,4,219,2,0,0,0,technical,low
-0.72,0.39,3,257,3,0,0,0,technical,low
-0.89,0.99,4,258,3,1,0,0,technical,medium
-0.61,0.74,5,185,2,1,0,0,technical,medium
-0.57,0.7,3,248,2,0,0,0,technical,medium
-0.74,0.82,5,154,2,0,0,0,technical,medium
-0.87,0.64,3,187,2,0,0,0,technical,medium
-0.58,0.62,3,182,3,0,0,0,technical,medium
-0.63,0.59,3,189,3,0,0,0,technical,medium
-0.89,0.85,4,195,4,0,0,0,support,medium
-0.49,0.74,2,154,3,0,0,0,support,medium
-0.59,0.59,4,244,3,0,0,0,support,medium
-0.71,0.99,3,228,2,0,0,0,support,medium
-0.58,0.62,3,218,3,0,0,0,support,medium
-0.84,0.61,5,202,3,0,0,0,support,high
-0.92,0.48,4,208,3,0,0,0,support,low
-0.91,0.59,3,266,2,0,0,0,support,medium
-0.92,0.78,4,177,2,0,0,0,support,medium
-0.95,0.65,3,183,3,0,0,0,support,medium
-0.53,0.62,4,201,3,0,0,0,support,medium
-0.89,0.89,5,179,2,0,0,0,technical,low
-0.81,0.84,3,198,2,0,0,0,technical,low
-0.78,0.67,5,209,3,0,0,0,technical,low
-0.66,0.48,3,203,4,1,0,0,management,low
-0.37,0.71,6,266,5,0,0,0,IT,low
-0.55,0.84,4,200,4,0,0,0,IT,low
-0.79,0.88,3,195,4,0,0,0,IT,low
-0.89,0.83,5,269,3,0,0,0,IT,low
-0.54,0.76,5,226,2,0,0,0,IT,low
-0.74,0.8,4,200,4,0,0,0,product_mng,low
-0.7,0.47,2,176,5,0,0,0,product_mng,low
-0.37,0.85,2,185,3,0,0,0,product_mng,low
-0.84,0.71,3,179,2,0,0,0,product_mng,low
-0.55,0.58,5,208,3,0,0,0,IT,low
-0.93,0.79,5,241,4,0,0,0,marketing,high
-0.97,0.55,4,166,3,1,0,0,accounting,high
-0.64,0.53,3,216,3,0,0,0,accounting,high
-0.62,0.64,4,185,2,0,0,0,IT,medium
-0.26,0.91,5,183,6,0,0,0,IT,medium
-0.93,0.49,4,255,2,0,0,0,management,high
-0.27,0.61,3,213,6,0,0,0,sales,low
-0.9,0.63,4,173,3,0,0,0,accounting,medium
-0.16,0.7,6,246,4,0,0,0,support,medium
-0.75,0.63,3,148,4,0,0,0,technical,medium
-0.72,0.74,2,238,3,0,0,0,management,medium
-0.68,0.51,3,185,3,0,0,0,marketing,medium
-0.13,0.77,4,201,5,0,0,0,marketing,medium
-0.96,0.92,3,150,2,0,0,0,marketing,medium
-0.71,0.72,4,137,3,0,0,0,sales,medium
-0.85,0.66,5,189,3,0,0,0,sales,medium
-0.87,0.91,3,229,3,1,0,0,sales,medium
-0.86,0.93,3,199,3,1,0,0,sales,medium
-0.49,0.85,3,250,2,0,0,0,sales,medium
-0.99,0.59,5,263,3,0,0,0,sales,high
-0.75,0.95,3,268,3,1,0,0,sales,low
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-0.89,0.84,6,196,4,0,0,0,sales,medium
-0.77,0.7,4,232,3,0,0,0,sales,medium
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-0.98,0.53,4,214,2,0,0,0,sales,low
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-0.42,0.85,3,150,3,0,0,0,sales,low
-0.56,0.75,4,141,3,0,0,0,sales,low
-0.88,0.8,4,239,3,0,0,0,sales,low
-0.92,0.69,3,139,2,0,0,0,accounting,low
-0.85,0.77,3,146,4,0,0,0,accounting,low
-0.66,0.74,4,179,3,0,0,0,accounting,low
-0.82,0.93,3,160,3,0,0,0,hr,low
-0.14,0.58,6,205,3,0,0,0,hr,low
-0.6,0.98,5,213,3,0,0,0,hr,low
-0.92,0.65,4,260,2,0,0,0,hr,low
-0.51,0.72,3,242,3,0,0,0,technical,low
-0.85,0.46,3,123,5,1,0,0,technical,low
-0.43,0.84,2,285,5,0,0,0,technical,low
-0.98,0.56,3,103,5,0,0,0,technical,medium
-0.84,0.55,5,264,3,0,0,0,technical,medium
-0.7,0.52,3,227,2,0,0,0,technical,medium
-0.82,0.82,5,267,2,0,0,0,technical,medium
-0.94,0.67,3,142,3,0,0,0,technical,medium
-0.55,0.79,3,254,3,1,0,0,technical,medium
-0.98,0.5,3,251,3,0,0,0,technical,medium
-0.78,0.63,4,158,3,0,0,0,technical,medium
-0.99,0.77,5,160,3,0,0,0,support,medium
-0.74,0.58,4,215,3,1,0,0,support,medium
-0.5,0.74,4,237,2,1,0,0,support,medium
-0.25,0.8,5,237,6,0,0,0,support,medium
-0.49,0.55,4,268,4,0,0,0,support,high
-0.63,0.74,4,234,3,0,0,0,support,low
-0.68,0.73,3,250,2,0,0,0,support,medium
-0.62,0.54,4,212,4,0,0,0,support,medium
-0.89,0.52,4,189,3,0,0,0,support,medium
-0.31,0.37,2,104,3,1,0,0,support,medium
-0.89,0.61,3,211,2,0,0,0,support,low
-0.72,0.65,3,109,5,1,0,0,technical,low
-0.84,0.75,2,168,2,0,0,0,technical,low
-0.88,0.71,3,184,3,0,0,0,technical,low
-0.74,1,4,242,2,0,0,0,management,low
-0.96,0.95,6,215,4,0,0,0,IT,low
-0.82,0.89,5,182,3,0,0,0,IT,low
-0.7,0.64,5,260,3,0,0,0,IT,low
-0.61,0.84,4,265,2,0,0,0,IT,low
-0.65,0.83,5,182,2,1,0,0,IT,low
-0.77,0.64,3,191,3,1,0,0,product_mng,low
-0.81,0.77,5,167,4,0,0,0,product_mng,low
-0.87,0.66,3,270,2,0,0,0,product_mng,low
-0.96,0.73,4,273,2,0,0,0,product_mng,low
-0.48,0.7,3,251,3,0,0,0,IT,low
-0.78,0.96,3,217,3,0,0,0,marketing,high
-0.75,1,4,222,2,1,0,0,accounting,high
-0.23,0.87,5,258,4,1,0,0,accounting,high
-0.85,0.76,3,197,5,0,0,0,IT,medium
-0.67,0.56,3,193,2,1,0,0,IT,medium
-0.71,0.81,2,182,3,0,0,0,management,high
-0.72,0.7,3,163,3,1,0,0,sales,medium
-0.8,0.77,4,224,2,0,0,0,accounting,medium
-0.64,0.86,4,143,2,0,0,0,support,medium
-0.54,0.42,6,218,3,0,0,0,technical,medium
-0.73,0.67,3,208,4,0,0,0,management,medium
-0.73,1,2,229,3,0,0,0,marketing,medium
-0.55,0.62,5,184,4,0,0,0,marketing,medium
-0.63,0.41,3,180,5,1,0,0,marketing,medium
-0.15,0.8,5,121,5,0,0,0,sales,medium
-0.6,0.5,5,203,3,0,0,0,sales,medium
-0.38,0.51,3,151,2,0,0,0,sales,medium
-0.81,0.77,4,239,3,0,0,0,sales,medium
-0.75,0.53,3,166,3,0,0,0,sales,high
-0.52,0.92,3,268,3,0,0,0,sales,low
-0.51,1,5,196,4,0,0,0,sales,medium
-0.66,0.62,4,241,3,0,0,0,sales,medium
-0.8,0.87,5,251,3,0,0,0,sales,medium
-0.85,0.69,3,263,3,0,0,0,sales,medium
-0.77,0.73,3,224,2,1,0,0,sales,low
-0.29,0.4,4,138,4,0,0,0,sales,low
-0.15,0.67,6,167,6,0,0,0,sales,low
-0.73,0.83,5,266,5,0,0,0,sales,low
-0.55,0.74,2,116,3,0,0,0,sales,low
-0.2,0.69,2,160,4,0,0,0,sales,low
-0.56,0.68,3,144,3,1,0,0,sales,low
-0.55,0.54,3,190,3,0,0,0,sales,low
-0.9,0.49,6,175,4,0,0,0,sales,low
-0.73,0.55,3,206,4,0,0,0,accounting,low
-0.48,0.99,5,180,2,0,0,0,accounting,low
-0.64,0.74,4,157,4,0,0,0,accounting,low
-0.95,0.75,4,203,3,0,0,0,hr,low
-0.82,0.66,4,238,3,1,0,0,hr,low
-0.95,0.65,3,273,4,0,0,0,hr,low
-0.92,0.9,4,179,3,0,0,0,hr,low
-0.22,0.84,3,131,5,1,0,0,technical,low
-0.17,0.77,4,151,6,0,0,0,technical,low
-0.51,0.55,3,261,3,0,0,0,technical,low
-0.67,0.64,3,203,2,1,0,0,technical,low
-0.6,0.66,5,143,2,0,0,0,technical,low
-0.99,0.55,3,97,6,1,0,0,technical,medium
-0.35,0.71,6,204,4,1,0,0,technical,medium
-0.13,0.72,4,154,4,0,0,0,technical,medium
-0.97,0.93,2,160,6,0,0,0,technical,medium
-0.49,0.61,4,232,3,1,0,0,technical,medium
-0.62,0.71,3,255,2,0,0,0,technical,medium
-0.35,0.54,3,128,3,0,0,0,support,medium
-0.81,0.79,4,222,3,0,0,0,support,medium
-0.57,0.75,5,171,4,0,0,0,support,medium
-1,0.66,4,173,2,0,0,0,support,medium
-0.93,0.71,4,272,2,0,0,0,support,medium
-0.89,0.85,3,166,3,0,0,0,support,medium
-0.64,0.61,4,143,2,1,0,0,support,high
-0.54,0.95,4,149,3,0,0,0,support,low
-0.52,0.85,4,257,2,0,0,0,support,medium
-0.12,0.65,5,262,6,0,0,0,support,medium
-0.14,0.49,4,115,4,0,0,0,support,medium
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-0.57,0.64,4,144,4,0,0,0,technical,low
-1,0.56,5,247,3,0,0,0,technical,low
-0.94,0.58,4,216,3,0,0,0,management,low
-0.93,0.48,3,276,3,0,0,0,IT,low
-0.91,0.88,5,123,5,0,0,0,IT,low
-0.85,0.77,4,264,3,0,0,0,IT,low
-0.8,0.98,3,189,6,0,0,0,IT,low
-0.68,0.69,3,148,2,0,0,0,IT,low
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-0.93,0.9,3,172,3,0,0,0,product_mng,medium
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-0.51,0.74,4,151,3,0,0,0,product_mng,medium
-0.49,0.52,3,168,3,0,0,0,IT,medium
-0.55,0.55,5,256,3,0,0,0,RandD,medium
-0.17,0.51,6,213,3,0,0,0,RandD,medium
-0.8,0.79,4,148,3,0,0,0,RandD,medium
-0.61,0.67,3,266,3,0,0,0,RandD,medium
-0.59,0.73,3,195,2,0,0,0,RandD,medium
-0.67,0.77,4,242,3,0,0,0,marketing,medium
-0.96,0.81,4,183,3,0,0,0,sales,medium
-0.72,0.66,3,134,3,0,0,0,accounting,medium
-0.72,0.76,4,189,2,0,0,0,support,medium
-0.99,0.61,5,196,3,0,0,0,technical,medium
-0.22,0.61,4,150,6,0,0,0,management,medium
-0.32,0.52,4,191,2,0,0,0,marketing,medium
-0.64,0.86,4,248,6,0,0,0,marketing,medium
-0.9,0.49,3,256,2,0,0,0,marketing,medium
-0.86,0.9,3,158,2,0,0,0,sales,medium
-0.67,0.76,2,210,2,0,0,0,sales,medium
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-0.52,0.8,3,156,3,0,0,0,sales,medium
-0.57,0.89,3,202,2,0,0,0,sales,medium
-0.55,0.83,3,157,2,0,0,0,sales,medium
-0.2,0.83,4,258,4,0,0,0,sales,high
-0.89,0.66,4,176,3,0,0,0,sales,high
-0.15,0.56,4,214,5,0,0,0,sales,high
-0.8,0.6,3,212,3,0,0,0,sales,high
-0.55,0.48,4,271,6,1,0,0,sales,high
-0.53,0.64,5,281,4,0,0,0,sales,high
-0.62,0.77,3,204,4,0,0,0,sales,high
-1,0.58,3,112,2,0,0,0,sales,high
-0.31,0.75,3,120,4,0,0,0,sales,high
-0.62,0.51,5,134,3,0,0,0,sales,high
-0.73,0.61,5,222,3,0,0,0,sales,high
-0.52,0.61,3,203,3,0,0,0,sales,high
-0.33,0.65,2,239,5,0,0,0,sales,low
-0.88,0.5,3,142,3,0,0,0,accounting,low
-0.65,0.54,2,177,3,0,0,0,accounting,low
-0.91,0.7,6,201,2,1,0,0,accounting,low
-0.83,0.91,3,196,4,0,0,0,hr,low
-0.2,0.87,3,140,6,1,0,0,hr,low
-0.96,0.8,5,195,4,1,0,0,hr,low
-0.75,0.89,5,154,4,0,0,0,hr,low
-0.93,0.57,3,141,2,0,0,0,technical,low
-0.87,0.49,4,213,3,0,0,0,technical,low
-0.94,0.58,5,222,3,0,0,0,technical,low
-0.85,0.72,3,150,2,1,0,0,technical,low
-0.63,0.5,4,172,2,0,0,0,technical,low
-0.78,0.63,5,261,3,0,0,0,technical,low
-0.87,0.92,2,248,3,0,0,0,technical,low
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-1,0.61,5,178,3,0,0,0,technical,medium
-0.93,0.81,3,212,3,0,0,0,technical,medium
-0.5,0.4,2,108,2,0,0,0,technical,medium
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-0.61,0.56,2,160,3,0,0,0,support,medium
-0.57,0.97,5,196,2,0,0,0,support,medium
-0.43,0.5,4,121,5,1,0,0,support,medium
-0.6,0.56,5,268,2,0,0,0,support,medium
-0.56,0.92,3,232,2,0,0,0,support,medium
-0.57,0.62,5,263,2,0,0,0,support,medium
-0.56,0.82,3,208,2,0,0,0,support,medium
-0.64,0.9,6,143,5,0,0,0,support,high
-0.53,0.56,5,236,4,1,0,0,support,high
-0.19,0.6,5,198,4,0,0,0,support,high
-0.5,0.8,4,261,3,0,0,0,technical,high
-0.86,0.97,4,258,3,0,0,0,technical,high
-0.92,0.66,3,230,3,0,0,0,technical,high
-0.82,0.97,3,137,3,0,0,0,management,high
-0.54,0.51,5,258,3,0,0,0,IT,high
-0.23,0.51,5,139,6,0,0,0,IT,low
-0.65,0.71,4,186,2,0,0,0,IT,low
-0.99,0.98,4,259,3,0,0,0,IT,low
-0.54,0.59,4,202,3,0,0,0,IT,low
-0.99,0.68,4,235,3,0,0,0,product_mng,low
-0.76,0.89,4,224,2,0,0,0,product_mng,low
-0.57,0.54,4,210,3,0,0,0,product_mng,low
-0.53,0.75,4,240,4,0,0,0,product_mng,low
-0.86,0.55,5,149,4,0,0,0,IT,medium
-0.97,0.96,4,250,6,0,0,0,RandD,medium
-0.13,0.76,5,171,5,0,0,0,RandD,medium
-0.73,0.89,3,139,3,0,0,0,RandD,medium
-0.62,0.95,4,132,3,0,0,0,RandD,medium
-0.59,0.37,3,125,2,0,0,0,RandD,medium
-0.63,0.7,6,141,3,1,0,0,marketing,medium
-0.64,0.52,3,269,2,0,0,0,sales,medium
-0.5,0.85,5,249,3,1,0,0,accounting,medium
-0.58,0.89,3,256,2,0,0,0,support,medium
-0.32,0.87,4,179,4,0,0,0,technical,medium
-0.72,0.67,5,210,2,0,0,0,management,medium
-0.61,0.74,3,160,3,0,0,0,marketing,medium
-0.97,0.55,2,267,4,0,0,0,marketing,medium
-0.87,0.64,2,169,3,1,0,0,marketing,medium
-0.88,0.81,4,235,6,0,0,0,sales,medium
-0.52,0.99,3,136,3,0,0,0,sales,medium
-0.95,0.81,5,210,4,0,0,0,sales,medium
-0.96,0.62,5,230,2,0,0,0,sales,medium
-0.98,0.58,5,186,3,0,0,0,sales,medium
-0.51,0.51,2,271,3,0,0,0,sales,medium
-1,0.63,2,105,2,0,0,0,sales,medium
-0.97,0.67,2,147,2,0,0,0,sales,medium
-0.79,0.56,4,177,3,0,0,0,sales,high
-0.64,0.45,3,135,6,0,0,0,sales,low
-0.84,0.76,5,243,3,0,0,0,sales,medium
-0.94,0.57,3,166,4,0,0,0,sales,medium
-0.7,0.79,4,194,3,0,0,0,sales,medium
-0.64,1,4,201,2,0,0,0,sales,medium
-0.56,0.88,4,248,2,0,0,0,sales,medium
-0.32,0.81,5,111,4,0,0,0,sales,medium
-0.75,0.72,5,174,3,0,0,0,sales,medium
-0.78,0.58,3,241,3,1,0,0,sales,medium
-0.7,0.49,4,173,3,0,0,0,sales,medium
-0.21,0.39,6,132,5,0,0,0,accounting,medium
-0.64,0.96,3,274,3,0,0,0,accounting,low
-0.54,0.52,3,115,3,0,0,0,accounting,low
-0.79,0.98,4,170,3,0,0,0,hr,low
-0.91,0.58,3,172,3,0,0,0,hr,low
-0.76,0.73,4,148,2,1,0,0,hr,low
-0.77,0.95,3,246,3,0,0,0,hr,low
-0.92,0.88,4,151,3,0,0,0,technical,low
-0.53,0.57,5,141,3,1,0,0,technical,high
-0.44,0.52,3,269,4,0,0,0,technical,low
-0.54,0.52,5,170,4,0,0,0,technical,high
-0.93,0.5,2,135,3,0,0,0,technical,high
-0.67,0.68,4,254,3,0,0,0,technical,low
-0.66,0.99,3,228,2,0,0,0,technical,low
-0.7,0.6,3,266,2,0,0,0,technical,high
-0.79,0.57,4,152,3,0,0,0,technical,low
-0.5,0.75,5,178,6,0,0,0,technical,medium
-1,0.75,3,237,3,0,0,0,technical,high
-0.61,0.52,5,255,3,0,0,0,support,medium
-0.72,0.5,4,245,3,0,0,0,support,medium
-0.78,0.95,3,155,3,1,0,0,support,medium
-0.87,0.84,5,216,3,1,0,0,support,medium
-0.57,0.58,3,251,2,0,0,0,support,high
-0.85,0.96,2,260,3,0,0,0,support,medium
-0.83,0.67,5,132,2,1,0,0,support,medium
-0.4,0.37,3,169,3,1,0,0,support,medium
-0.91,0.69,4,259,3,0,0,0,support,high
-0.48,0.98,3,257,2,0,0,0,support,medium
-0.94,0.58,5,190,3,1,0,0,support,high
-0.65,0.76,4,171,4,0,0,0,technical,low
-0.54,0.49,4,190,3,0,0,0,technical,medium
-0.76,0.81,5,270,4,0,0,0,technical,medium
-0.88,0.59,4,227,3,0,0,0,management,medium
-0.9,0.55,3,195,3,0,0,0,IT,medium
-0.64,0.75,3,169,3,0,0,0,IT,low
-0.74,0.75,4,169,4,0,0,0,IT,low
-0.45,0.54,2,184,2,0,0,0,IT,low
-0.61,0.62,3,240,3,0,0,0,IT,low
-0.16,0.97,6,282,4,0,0,0,product_mng,low
-0.67,0.74,3,226,3,0,0,0,product_mng,low
-0.74,0.74,2,254,3,0,0,0,product_mng,low
-0.53,0.57,4,250,3,1,0,0,product_mng,low
-0.75,0.98,3,143,2,0,0,0,IT,low
-0.76,0.98,4,258,3,0,0,0,RandD,low
-0.72,0.72,5,265,3,0,0,0,RandD,high
-0.65,0.54,6,181,4,0,0,0,RandD,low
-0.69,0.66,4,178,3,0,0,0,RandD,low
-0.7,0.74,3,194,3,0,0,0,RandD,low
-0.66,0.84,4,253,4,0,0,0,marketing,low
-0.13,0.48,3,210,3,0,0,0,sales,high
-0.67,0.53,3,264,2,0,0,0,accounting,low
-0.99,0.7,3,219,3,0,0,0,support,low
-0.51,0.86,3,198,2,0,0,0,technical,low
-0.61,0.7,4,161,3,1,0,0,management,high
-0.9,0.6,3,255,4,1,0,0,marketing,low
-0.61,0.62,4,233,3,0,0,0,marketing,medium
-0.15,0.89,3,251,4,0,0,0,marketing,high
-0.53,0.85,5,268,3,1,0,0,sales,medium
-0.41,0.48,3,135,3,0,0,0,sales,high
-0.9,0.64,4,201,2,1,0,0,sales,medium
-0.67,0.9,5,171,3,0,0,0,sales,medium
-0.22,0.7,4,225,4,0,0,0,sales,medium
-0.35,0.56,3,144,3,0,0,0,sales,medium
-0.66,0.96,4,185,2,1,0,0,sales,medium
-0.63,0.82,5,275,3,1,0,0,sales,medium
-0.89,0.67,3,269,3,0,0,0,sales,medium
-0.88,0.75,4,201,2,0,0,0,sales,medium
-0.73,0.6,4,166,3,0,0,0,sales,high
-1,0.83,4,280,4,1,0,0,sales,low
-0.99,0.89,4,254,3,1,0,0,sales,medium
-0.12,0.84,5,230,4,0,0,0,sales,medium
-0.64,0.43,5,269,3,0,0,0,sales,medium
-0.65,0.72,3,248,4,0,0,0,sales,medium
-0.56,0.57,4,161,3,0,0,0,sales,medium
-0.88,0.62,4,237,2,0,0,0,sales,medium
-0.54,0.68,3,144,5,0,0,0,sales,medium
-0.77,0.8,2,255,2,1,0,0,accounting,medium
-0.66,0.67,5,148,3,0,0,0,accounting,medium
-0.54,0.65,3,185,2,0,0,0,accounting,high
-0.14,0.43,2,238,3,0,0,0,hr,low
-0.85,0.69,5,273,3,1,0,0,hr,low
-0.9,0.66,3,256,4,0,0,0,hr,low
-0.81,0.79,4,177,2,0,0,0,hr,high
-0.14,0.76,5,215,4,0,0,0,technical,low
-0.94,0.96,4,270,3,1,0,0,technical,low
-0.69,0.82,4,272,2,0,0,0,technical,low
-0.66,0.67,4,268,2,0,0,0,technical,high
-0.75,0.61,4,272,2,0,0,0,technical,low
-0.53,0.61,4,182,3,0,0,0,technical,low
-0.91,0.82,6,280,3,0,0,0,technical,low
-0.93,0.61,4,205,3,0,0,0,technical,low
-0.89,0.91,3,264,3,1,0,0,technical,low
-0.84,0.79,2,150,3,0,0,0,technical,low
-0.94,0.86,3,150,2,0,0,0,technical,low
-1,0.86,4,195,4,0,0,0,support,medium
-0.79,0.68,5,272,3,0,0,0,support,medium
-0.62,0.61,3,171,3,0,0,0,support,medium
-0.45,0.43,4,253,4,0,0,0,support,medium
-0.54,0.48,3,158,2,0,0,0,support,medium
-0.13,0.97,3,156,2,0,0,0,support,medium
-0.99,0.73,3,181,2,0,0,0,support,medium
-0.54,0.75,4,249,4,0,0,0,support,medium
-0.52,0.38,3,132,4,0,0,0,support,medium
-0.24,0.65,4,248,3,0,0,0,support,medium
-0.12,0.7,5,277,3,0,0,0,support,medium
-0.52,0.96,6,166,5,1,0,0,technical,medium
-0.44,0.63,3,193,3,0,0,0,technical,high
-0.81,0.53,3,148,3,0,0,0,technical,low
-0.25,0.64,4,226,5,0,0,0,management,medium
-0.63,0.91,3,233,4,0,0,0,IT,medium
-0.61,0.46,3,171,3,0,0,0,IT,medium
-0.51,0.56,4,157,3,0,0,0,IT,medium
-0.66,0.54,5,191,2,0,0,0,IT,low
-0.86,0.59,4,189,2,0,0,0,IT,low
-0.98,0.89,5,181,3,0,0,0,product_mng,low
-0.99,0.37,6,219,6,0,0,0,product_mng,low
-0.78,0.91,3,166,2,1,0,0,product_mng,low
-0.84,0.53,2,275,3,0,0,0,product_mng,low
-0.17,0.59,6,160,2,0,0,0,IT,low
-0.48,0.72,4,186,3,0,0,0,RandD,low
-0.63,0.66,3,256,4,1,0,0,RandD,low
-0.58,0.67,3,156,2,0,0,0,RandD,low
-0.7,0.48,5,99,4,0,0,0,RandD,low
-0.61,0.85,4,273,3,0,0,0,RandD,low
-0.91,0.81,4,135,2,0,0,0,marketing,low
-0.34,0.82,6,202,3,0,0,0,sales,low
-0.56,0.49,4,256,3,0,0,0,accounting,low
-0.93,0.81,3,143,3,0,0,0,support,low
-0.56,0.81,4,216,2,0,0,0,technical,low
-0.99,0.5,4,173,3,0,0,0,management,low
-0.77,0.83,4,154,3,0,0,0,marketing,low
-0.76,0.61,4,172,2,0,0,0,marketing,low
-0.65,0.65,5,180,2,0,0,0,marketing,low
-0.5,0.76,3,174,3,0,0,0,sales,medium
-0.59,0.61,3,210,2,0,0,0,sales,medium
-0.68,0.58,4,186,2,0,0,0,sales,medium
-0.85,0.82,5,184,3,0,0,0,sales,medium
-0.83,0.77,3,260,2,0,0,0,sales,medium
-0.7,0.58,4,207,2,1,0,0,sales,medium
-0.16,0.76,6,210,5,0,0,0,sales,medium
-0.66,0.95,5,206,2,0,0,0,sales,medium
-0.81,0.84,4,173,4,0,0,0,sales,medium
-0.96,0.74,5,194,4,1,0,0,sales,medium
-0.66,0.54,5,203,2,0,0,0,sales,medium
-0.83,0.53,3,186,4,0,0,0,sales,medium
-0.99,0.9,4,175,3,1,0,0,sales,high
-0.99,0.83,4,274,2,0,0,0,sales,low
-0.67,0.78,4,193,3,0,0,0,sales,medium
-0.54,0.61,2,264,3,0,0,0,sales,medium
-0.22,0.69,3,212,3,0,0,0,sales,medium
-0.25,0.82,5,244,5,1,0,0,sales,medium
-0.73,0.98,4,216,2,0,0,0,sales,low
-1,0.88,4,252,4,0,0,0,accounting,low
-0.4,0.58,3,135,3,0,0,0,accounting,low
-0.45,0.5,5,99,4,1,0,0,accounting,low
-0.61,0.81,5,136,3,0,0,0,hr,low
-0.81,0.64,6,176,5,0,0,0,hr,low
-0.61,0.76,4,135,2,0,0,0,hr,low
-0.57,0.94,3,230,2,0,0,0,hr,low
-0.9,0.65,4,221,3,0,0,0,technical,low
-0.43,0.82,4,138,5,0,0,0,technical,low
-0.99,0.98,4,169,3,1,0,0,technical,low
-0.62,0.49,4,174,3,0,0,0,technical,low
-0.63,0.65,3,162,2,0,0,0,technical,low
-0.89,0.99,4,274,4,0,0,0,technical,low
-0.61,0.84,3,206,2,0,0,0,technical,low
-0.62,0.89,4,254,3,1,0,0,technical,low
-0.86,0.61,4,181,4,0,0,0,technical,low
-0.75,0.62,5,144,3,0,0,0,technical,low
-0.63,0.54,4,147,4,0,0,0,technical,low
-0.69,0.8,3,212,4,0,0,0,support,low
-0.71,0.76,3,134,3,1,0,0,support,low
-0.63,0.95,4,134,3,0,0,0,support,medium
-0.89,0.7,3,256,4,0,0,0,support,medium
-0.71,0.36,2,132,5,0,0,0,support,medium
-0.88,0.82,4,109,2,0,0,0,support,medium
-0.73,0.52,4,141,3,0,0,0,support,medium
-0.52,0.83,4,180,2,0,0,0,support,medium
-0.77,0.65,2,162,4,1,0,0,support,medium
-0.94,0.48,4,143,2,0,0,0,support,medium
-0.99,0.87,5,211,2,0,0,0,support,medium
-0.89,0.56,4,225,4,0,0,0,technical,medium
-0.53,0.52,2,135,4,0,0,0,technical,medium
-0.23,0.64,3,228,4,1,0,0,technical,medium
-0.87,0.73,5,111,4,0,0,0,management,high
-0.21,0.69,3,144,6,1,0,0,IT,low
-0.71,0.51,4,202,3,0,0,0,IT,medium
-0.75,0.71,5,147,4,1,0,0,IT,medium
-0.63,0.89,3,239,3,0,0,0,IT,medium
-0.55,0.4,5,219,4,0,0,0,IT,medium
-0.93,0.55,3,134,3,1,0,0,product_mng,low
-0.53,0.89,3,167,2,0,0,0,product_mng,low
-0.94,0.89,4,192,2,0,0,0,product_mng,low
-0.46,0.82,2,189,5,0,0,0,product_mng,low
-0.59,0.53,4,213,2,0,0,0,IT,low
-0.75,0.56,5,231,2,0,0,0,RandD,low
-0.76,0.63,3,198,3,0,0,0,RandD,low
-0.96,0.89,3,163,2,0,0,0,RandD,low
-0.55,0.93,4,251,4,1,0,0,RandD,low
-0.52,0.82,3,170,3,0,0,0,RandD,low
-0.55,0.5,5,231,3,0,0,0,marketing,low
-0.52,0.98,4,165,2,0,0,0,sales,low
-0.49,0.5,5,183,3,0,0,0,accounting,low
-0.49,0.89,3,213,2,0,0,0,support,low
-1,0.89,3,230,3,1,0,0,technical,low
-0.97,0.62,3,167,3,0,0,0,management,low
-0.97,0.89,3,264,3,0,0,0,marketing,low
-0.21,0.43,2,249,3,0,0,0,marketing,low
-0.24,0.7,6,153,5,1,0,0,marketing,low
-0.76,0.79,3,111,2,0,0,0,sales,low
-0.78,0.6,3,232,2,0,0,0,sales,low
-0.59,0.52,6,190,4,0,0,0,sales,medium
-0.54,0.71,3,145,3,1,0,0,sales,medium
-0.34,0.69,2,193,3,0,0,0,sales,medium
-0.91,0.82,3,183,2,0,0,0,sales,medium
-0.49,0.61,3,240,3,0,0,0,sales,medium
-0.71,1,5,210,3,0,0,0,sales,medium
-0.64,0.72,4,152,3,1,0,0,sales,medium
-0.6,0.61,4,140,4,0,0,0,sales,medium
-0.91,0.66,3,208,4,0,0,0,sales,medium
-0.92,0.6,3,198,2,0,0,0,sales,medium
-0.91,0.52,3,178,3,0,0,0,sales,medium
-0.88,0.77,3,279,3,1,0,0,sales,medium
-0.86,0.82,3,263,6,0,0,0,sales,high
-0.81,0.54,3,215,4,1,0,0,sales,low
-0.84,0.73,3,181,3,1,0,0,sales,medium
-0.56,0.55,2,270,3,0,0,0,sales,medium
-0.6,0.52,3,236,3,0,0,0,sales,medium
-0.71,0.87,3,271,2,0,0,0,accounting,medium
-0.62,0.79,5,172,3,0,0,0,accounting,low
-0.73,0.65,3,145,2,0,0,0,accounting,low
-0.56,0.69,5,198,3,0,0,0,hr,low
-0.6,0.74,3,175,3,1,0,0,hr,low
-0.55,0.64,4,260,3,0,0,0,hr,low
-0.5,0.7,4,135,3,0,0,0,hr,low
-0.42,0.73,3,108,4,0,0,0,technical,low
-0.51,0.94,5,260,4,0,0,0,technical,low
-0.66,0.94,4,176,2,1,0,0,technical,low
-0.79,0.67,5,222,4,0,0,0,technical,low
-0.3,0.66,4,119,3,0,0,0,technical,low
-0.57,1,3,241,4,0,0,0,technical,low
-0.74,0.93,6,225,4,0,0,0,technical,low
-0.98,0.56,5,188,3,0,0,0,technical,low
-0.17,0.73,4,188,5,0,0,0,technical,low
-0.62,0.77,3,225,4,1,0,0,technical,low
-0.32,0.4,2,132,3,0,0,0,technical,low
-0.58,0.91,5,185,2,0,0,0,support,low
-0.59,0.9,4,173,3,0,0,0,support,medium
-0.59,0.55,3,179,3,0,0,0,support,medium
-0.8,0.58,4,189,2,0,0,0,support,medium
-0.84,0.85,5,246,3,0,0,0,support,medium
-0.54,0.76,2,166,4,0,0,0,support,medium
-0.51,0.98,4,245,3,0,0,0,support,medium
-0.66,0.56,2,104,3,1,0,0,support,medium
-0.37,0.52,4,151,2,0,0,0,support,medium
-0.49,0.63,4,213,3,0,0,0,support,medium
-0.88,0.71,5,255,3,0,0,0,support,medium
-0.66,0.9,4,268,3,0,0,0,technical,medium
-0.25,0.53,4,160,4,0,0,0,technical,medium
-0.49,0.52,4,267,2,0,0,0,technical,high
-0.87,0.77,3,190,3,0,0,0,management,low
-0.54,0.95,5,255,2,0,0,0,IT,medium
-0.24,0.95,3,168,4,0,0,0,IT,medium
-0.65,0.74,4,228,2,1,0,0,IT,medium
-0.58,0.87,4,181,3,0,0,0,IT,medium
-0.77,0.54,5,252,2,0,0,0,IT,low
-0.86,0.63,4,244,3,0,0,0,product_mng,low
-0.62,0.69,3,207,4,0,0,0,product_mng,low
-0.56,0.48,3,134,3,0,0,0,product_mng,low
-0.75,0.53,3,244,2,0,0,0,product_mng,low
-0.8,0.96,4,160,4,0,0,0,IT,low
-0.56,0.93,4,260,4,0,0,0,RandD,low
-0.83,0.6,4,170,3,0,0,0,RandD,low
-0.51,0.98,4,171,2,0,0,0,RandD,low
-0.82,0.9,4,232,3,0,0,0,RandD,low
-0.81,0.91,3,184,3,0,0,0,RandD,low
-0.52,0.64,4,268,3,0,0,0,marketing,low
-0.79,0.56,4,248,3,0,0,0,sales,low
-0.83,0.5,5,274,3,0,0,0,accounting,low
-0.97,0.81,3,145,3,0,0,0,support,low
-0.61,0.88,5,134,4,0,0,0,technical,low
-0.84,0.66,3,114,6,1,0,0,management,low
-0.9,1,4,218,2,0,0,0,marketing,low
-0.82,0.77,4,152,2,1,0,0,marketing,low
-0.69,0.76,5,174,3,0,0,0,marketing,low
-0.18,0.73,6,231,4,0,0,0,sales,low
-0.33,1,2,210,3,1,0,0,sales,medium
-0.15,0.92,5,164,3,0,0,0,sales,medium
-0.61,0.78,4,198,3,0,0,0,sales,medium
-0.92,0.55,4,220,2,0,0,0,sales,medium
-0.13,0.61,6,283,5,0,0,0,sales,medium
-0.18,0.48,4,240,4,0,0,0,sales,medium
-0.27,0.85,5,142,6,0,0,0,sales,medium
-0.66,0.61,4,263,4,0,0,0,sales,medium
-0.21,0.81,5,142,4,0,0,0,sales,medium
-0.92,0.9,4,203,4,0,0,0,sales,medium
-0.97,0.5,3,266,3,1,0,0,sales,medium
-0.97,0.7,3,253,3,0,0,0,sales,medium
-0.64,0.61,4,136,3,0,0,0,sales,high
-0.75,0.9,3,140,3,0,0,0,sales,low
-0.9,0.76,4,252,4,0,0,0,sales,medium
-0.81,0.75,5,101,5,0,0,0,sales,medium
-0.99,0.72,3,163,3,0,0,0,sales,medium
-0.49,0.5,5,170,2,0,0,0,sales,medium
-0.92,0.4,2,238,3,0,0,0,accounting,low
-0.74,0.56,4,190,3,1,0,0,accounting,low
-0.37,0.37,5,173,2,0,0,0,accounting,low
-0.67,0.61,4,145,4,0,0,0,hr,low
-0.74,0.89,5,182,2,0,0,0,hr,low
-0.85,0.64,4,188,3,0,0,0,hr,low
-0.72,0.71,3,133,2,0,0,0,hr,low
-0.75,0.71,4,155,4,0,0,0,technical,low
-0.91,0.4,6,153,3,0,0,0,technical,low
-0.84,0.62,4,138,3,0,0,0,technical,low
-0.64,0.51,4,177,3,0,0,0,technical,low
-0.15,0.91,6,98,6,1,0,0,technical,low
-0.66,0.66,3,225,3,0,0,0,technical,low
-0.2,0.69,6,236,4,0,0,0,technical,low
-0.97,0.78,3,268,3,1,0,0,technical,low
-0.59,0.73,2,230,3,0,0,0,technical,low
-0.88,0.6,4,162,2,0,0,0,technical,low
-0.16,0.73,4,197,2,0,0,0,technical,low
-0.61,0.96,3,247,3,0,0,0,support,low
-0.52,0.79,4,234,3,0,0,0,support,low
-0.82,0.49,4,276,4,0,0,0,support,low
-0.75,0.94,5,217,2,0,0,0,support,medium
-0.62,0.5,4,156,2,0,0,0,support,medium
-0.91,0.88,3,189,2,0,0,0,support,medium
-0.61,0.98,2,238,4,0,0,0,support,medium
-0.79,0.77,3,201,6,1,0,0,support,medium
-0.9,0.93,4,263,3,1,0,0,support,medium
-0.75,0.83,3,146,3,0,0,0,support,medium
-0.81,0.64,4,213,3,0,0,0,support,medium
-0.59,0.88,3,159,2,0,0,0,technical,medium
-0.56,0.83,3,236,3,1,0,0,technical,medium
-0.98,0.79,5,257,4,0,0,0,technical,medium
-0.59,0.72,4,168,4,0,0,0,management,medium
-0.61,0.67,4,151,3,0,0,0,IT,high
-0.78,0.7,4,139,3,0,0,0,IT,low
-0.55,0.93,5,196,3,0,0,0,IT,medium
-0.2,0.97,4,237,5,0,0,0,IT,medium
-0.79,0.44,2,236,3,0,0,0,IT,medium
-0.52,0.98,4,265,3,0,0,0,product_mng,medium
-0.97,0.52,4,207,3,0,0,0,product_mng,low
-0.63,0.94,4,219,3,0,0,0,product_mng,low
-0.85,0.99,3,208,2,0,0,0,product_mng,low
-0.59,0.74,3,240,3,0,0,0,IT,low
-0.64,0.6,3,135,3,0,0,0,RandD,low
-0.8,0.67,3,236,3,1,0,0,RandD,low
-0.61,0.75,3,140,3,0,0,0,RandD,low
-0.87,0.61,3,162,2,0,0,0,RandD,low
-0.75,0.59,3,117,3,1,0,0,RandD,medium
-0.96,0.51,4,225,3,0,0,0,marketing,medium
-0.75,0.92,3,211,3,0,0,0,sales,medium
-0.19,0.58,4,173,5,0,0,0,accounting,medium
-0.52,0.97,4,170,3,0,0,0,support,medium
-0.6,0.6,3,242,3,0,0,0,technical,medium
-0.9,0.81,4,175,3,0,0,0,management,medium
-0.89,0.92,3,195,2,0,0,0,marketing,medium
-0.54,0.93,4,184,2,1,0,0,marketing,medium
-0.99,0.55,3,170,3,0,0,0,marketing,medium
-0.66,0.56,4,185,3,0,0,0,sales,medium
-0.92,0.64,4,259,2,0,0,0,sales,medium
-0.19,0.72,4,102,3,0,0,0,sales,medium
-0.39,0.37,5,156,4,0,0,0,sales,medium
-0.41,0.68,3,191,4,0,0,0,sales,medium
-0.6,0.49,3,239,2,0,0,0,sales,medium
-0.95,0.54,4,235,4,0,0,0,sales,medium
-0.51,0.87,2,130,4,0,0,0,sales,medium
-0.54,0.74,2,166,3,0,0,0,sales,medium
-0.16,0.54,5,206,5,0,0,0,sales,medium
-0.98,0.77,3,191,2,0,0,0,sales,medium
-0.65,0.75,3,214,3,0,0,0,sales,medium
-0.38,0.5,3,196,3,0,0,0,sales,medium
-0.95,0.71,4,151,4,0,0,0,sales,medium
-0.6,0.62,5,165,2,0,0,0,sales,medium
-0.78,0.91,3,177,2,0,0,0,sales,high
-0.19,0.63,6,241,6,0,0,0,sales,high
-0.56,0.99,4,230,3,0,0,0,sales,high
-0.21,0.71,4,270,2,0,0,0,sales,high
-0.83,0.71,3,234,4,0,0,0,accounting,high
-0.5,0.64,3,257,2,1,0,0,accounting,high
-0.74,0.87,5,264,3,0,0,0,accounting,high
-0.75,0.83,4,133,4,0,0,0,hr,high
-0.85,0.66,4,155,4,0,0,0,hr,high
-0.93,0.59,3,202,2,0,0,0,hr,high
-0.76,0.7,3,136,2,0,0,0,hr,high
-0.91,0.78,3,269,3,1,0,0,technical,high
-0.22,0.54,6,169,4,0,0,0,technical,low
-0.78,0.52,5,192,3,1,0,0,technical,low
-0.53,0.8,4,241,3,1,0,0,technical,low
-0.58,0.69,4,165,3,0,0,0,technical,low
-0.99,0.81,3,183,2,0,0,0,technical,low
-0.62,0.64,4,163,3,0,0,0,technical,low
-0.59,0.69,3,162,3,0,0,0,technical,low
-0.13,0.76,5,219,4,0,0,0,technical,low
-0.19,0.63,4,278,6,0,0,0,technical,low
-0.94,0.99,2,273,4,0,0,0,technical,low
-0.53,0.96,4,272,2,0,0,0,support,low
-0.96,0.85,5,168,2,0,0,0,support,low
-0.62,0.87,4,221,3,1,0,0,support,low
-0.81,0.86,4,213,3,0,0,0,support,low
-0.63,0.78,4,275,3,0,0,0,support,low
-0.92,0.68,5,177,4,0,0,0,support,medium
-0.83,0.74,4,249,2,0,0,0,support,medium
-0.49,0.37,5,246,3,0,0,0,support,medium
-0.8,0.66,4,223,3,0,0,0,support,medium
-0.54,0.76,4,244,2,0,0,0,support,medium
-0.37,0.72,3,169,2,1,0,0,support,medium
-0.93,0.56,5,140,3,0,0,0,technical,medium
-0.88,0.99,5,253,2,0,0,0,technical,medium
-0.79,0.87,3,194,2,0,0,0,technical,medium
-0.65,0.88,4,173,3,0,0,0,management,medium
-0.72,0.7,4,172,3,0,0,0,IT,medium
-0.58,0.49,3,167,3,0,0,0,IT,medium
-0.37,0.51,2,153,3,0,0,0,IT,high
-0.87,0.97,4,243,3,0,0,0,IT,high
-0.63,0.72,6,163,4,0,0,0,IT,high
-0.72,0.79,3,221,3,0,0,0,product_mng,high
-0.36,0.55,3,191,3,0,0,0,product_mng,high
-0.96,0.7,4,272,3,0,0,0,product_mng,high
-0.52,0.37,2,118,2,0,0,0,product_mng,high
-0.16,0.83,5,173,4,0,0,0,IT,high
-0.63,0.55,4,200,3,1,0,0,RandD,low
-0.92,0.76,5,132,3,1,0,0,RandD,low
-0.82,0.49,4,180,2,0,0,0,RandD,low
-0.18,0.54,4,145,5,0,0,0,RandD,low
-0.73,0.48,4,139,2,0,0,0,RandD,low
-0.44,0.61,5,230,6,0,0,0,marketing,low
-0.73,0.62,4,247,4,0,0,0,sales,low
-0.62,0.95,4,140,2,0,0,0,accounting,low
-0.94,0.8,4,266,3,1,0,0,support,medium
-0.76,0.74,4,261,3,0,0,0,technical,medium
-0.89,0.49,4,275,3,0,0,0,management,medium
-0.9,0.88,5,254,2,0,0,0,marketing,medium
-1,0.93,5,231,2,0,0,0,marketing,medium
-0.71,0.9,3,138,3,0,0,0,marketing,medium
-0.73,0.97,4,163,3,0,0,0,sales,medium
-0.97,0.9,5,262,3,0,0,0,sales,medium
-0.6,0.59,4,201,3,0,0,0,sales,medium
-0.82,0.67,3,229,3,0,0,0,sales,medium
-0.95,0.48,4,228,2,0,0,0,sales,medium
-0.88,0.65,5,228,3,0,0,0,sales,medium
-0.79,0.49,3,273,3,0,0,0,sales,medium
-0.52,0.96,4,171,2,0,0,0,sales,medium
-0.22,0.61,3,148,5,0,0,0,sales,medium
-0.59,0.96,5,211,3,0,0,0,sales,medium
-0.84,0.64,2,211,3,0,0,0,sales,medium
-0.54,0.41,3,175,3,0,0,0,sales,medium
-1,0.86,4,245,4,0,0,0,sales,medium
-0.93,0.59,3,273,2,1,0,0,sales,medium
-0.96,0.55,3,225,4,1,0,0,sales,medium
-0.56,0.41,5,152,3,0,0,0,sales,medium
-0.49,0.66,5,194,3,0,0,0,sales,medium
-0.89,0.51,4,185,3,1,0,0,sales,high
-0.57,0.91,3,193,2,0,0,0,sales,low
-0.96,0.64,3,166,2,0,0,0,accounting,medium
-0.65,0.89,5,223,3,1,0,0,accounting,medium
-0.14,0.66,5,281,4,1,0,0,accounting,medium
-0.64,0.49,3,241,3,0,0,0,hr,medium
-0.98,0.91,3,165,2,1,0,0,hr,medium
-0.71,0.59,4,143,2,0,0,0,hr,medium
-0.96,0.49,5,137,3,0,0,0,hr,medium
-0.9,0.57,4,185,3,1,0,0,technical,medium
-0.52,0.96,3,271,3,1,0,0,technical,medium
-0.78,0.98,4,207,2,1,0,0,technical,medium
-0.62,0.69,4,184,3,0,0,0,technical,low
-0.6,0.8,4,253,2,0,0,0,technical,low
-0.82,0.62,3,152,6,0,0,0,technical,low
-0.52,0.55,3,225,2,0,0,0,technical,low
-0.13,0.84,5,189,5,0,0,0,technical,low
-0.97,0.93,3,153,2,0,0,0,technical,low
-0.63,0.9,4,245,3,0,0,0,technical,low
-0.68,0.78,5,233,3,0,0,0,technical,high
-0.74,0.83,4,210,3,0,0,0,support,low
-0.89,0.57,4,176,4,0,0,0,support,high
-0.28,0.95,5,191,3,0,0,0,support,high
-0.61,0.9,3,224,3,0,0,0,support,low
-0.67,0.49,3,185,3,0,0,0,support,low
-0.86,0.64,3,245,4,0,0,0,support,high
-0.87,0.93,3,173,2,0,0,0,support,low
-0.7,0.95,4,231,3,0,0,0,support,medium
-0.68,0.84,3,270,3,0,0,0,support,high
-0.69,0.75,5,196,3,0,0,0,support,medium
-0.97,0.83,3,238,2,0,0,0,support,medium
-0.62,0.89,4,261,2,0,0,0,technical,medium
-0.55,0.87,3,201,2,0,0,0,technical,medium
-0.61,0.73,3,252,3,0,0,0,technical,high
-0.15,0.81,3,191,5,0,0,0,management,medium
-0.84,0.86,3,199,3,0,0,0,IT,medium
-0.87,0.64,5,234,2,1,0,0,IT,medium
-0.93,0.86,4,192,4,0,0,0,IT,high
-0.14,0.73,6,237,5,0,0,0,IT,medium
-0.96,0.7,3,207,3,0,0,0,IT,high
-0.41,0.63,2,145,2,0,0,0,product_mng,low
-0.84,0.96,6,155,5,0,0,0,product_mng,medium
-0.94,0.69,5,145,2,0,0,0,product_mng,medium
-0.6,0.86,6,247,6,0,0,0,product_mng,medium
-0.7,0.73,4,182,3,0,0,0,IT,medium
-0.29,0.91,4,183,4,0,0,0,RandD,low
-0.31,0.51,2,146,3,0,0,0,RandD,low
-0.73,0.99,3,241,3,0,0,0,RandD,low
-0.51,0.52,5,261,3,1,0,0,RandD,low
-0.58,0.77,4,140,3,0,0,0,RandD,low
-0.59,0.97,3,257,3,0,0,0,marketing,low
-0.95,0.9,3,186,2,0,0,0,marketing,low
-0.84,0.93,3,159,3,0,0,0,sales,low
-0.28,0.37,3,164,4,1,0,0,accounting,low
-0.94,0.52,4,217,6,1,0,0,support,low
-0.49,0.59,4,137,4,0,0,0,technical,high
-0.72,0.5,4,164,2,1,0,0,management,low
-0.19,0.85,5,249,3,0,0,0,marketing,low
-0.83,0.95,3,264,2,0,0,0,marketing,low
-0.79,0.92,4,208,2,1,0,0,marketing,low
-0.72,0.61,3,175,3,0,0,0,sales,high
-0.97,0.74,4,209,2,0,0,0,sales,low
-0.92,0.83,4,268,4,0,0,0,sales,low
-0.95,0.53,3,264,3,0,0,0,sales,low
-0.76,0.64,4,234,2,0,0,0,sales,high
-0.24,0.62,5,199,4,0,0,0,sales,low
-0.89,0.99,4,205,2,0,0,1,sales,medium
-0.69,0.63,5,140,4,0,0,1,sales,high
-0.92,0.98,3,257,3,0,0,1,sales,medium
-0.79,0.61,4,227,2,0,0,1,sales,high
-0.87,0.94,4,189,3,0,0,1,sales,medium
-0.89,0.88,5,241,2,1,0,0,sales,medium
-0.75,0.77,5,199,4,0,0,0,sales,medium
-0.78,0.6,4,206,3,0,0,0,sales,medium
-0.13,0.62,5,268,3,0,0,0,sales,medium
-0.94,0.86,3,221,3,1,0,0,sales,medium
-0.94,0.88,4,262,2,0,0,0,sales,medium
-0.67,0.6,5,253,6,0,0,0,sales,medium
-0.6,0.73,5,241,3,0,0,0,sales,high
-0.62,0.94,4,252,4,0,0,0,accounting,low
-0.38,0.52,2,171,3,0,0,0,accounting,medium
-0.8,0.77,4,194,3,0,0,0,accounting,medium
-0.61,0.42,3,104,2,0,0,0,hr,medium
-0.61,0.56,4,176,3,0,0,0,hr,medium
-0.66,0.8,4,192,3,0,0,0,hr,medium
-0.56,0.74,3,154,2,0,0,0,hr,medium
-1,0.55,4,186,4,1,0,0,technical,medium
-0.73,0.86,3,200,4,0,0,0,technical,medium
-0.6,0.66,4,132,4,0,0,0,technical,medium
-0.78,0.59,5,236,3,0,0,0,technical,high
-0.48,0.53,3,211,4,0,0,0,technical,low
-0.9,0.77,4,273,2,0,0,0,technical,low
-0.16,0.76,4,223,4,0,0,0,technical,low
-0.5,0.75,3,204,2,0,0,0,technical,high
-0.66,0.65,3,196,3,1,0,0,technical,low
-0.44,0.37,2,219,2,0,0,0,technical,low
-0.95,0.67,4,261,3,0,0,0,technical,low
-0.9,0.65,3,254,2,0,0,0,support,high
-0.27,0.48,4,185,2,0,0,0,support,low
-0.51,0.74,6,98,3,0,0,0,support,low
-0.68,0.76,3,260,4,0,0,0,support,low
-0.97,0.93,5,137,2,1,0,0,support,low
-0.91,0.75,4,159,3,1,0,0,support,low
-0.76,0.88,5,265,4,0,0,0,support,low
-0.88,0.61,4,177,4,1,0,0,support,low
-0.83,0.73,4,247,2,0,0,0,support,medium
-0.78,0.54,3,161,3,0,0,0,support,medium
-0.52,0.38,2,103,3,0,0,0,support,medium
-0.63,0.49,4,151,3,0,0,0,technical,medium
-0.9,0.74,3,193,3,0,0,0,technical,medium
-0.48,0.58,3,194,3,0,0,0,technical,medium
-0.7,0.6,5,208,3,0,0,0,management,medium
-0.68,0.66,4,229,3,0,0,0,IT,medium
-0.7,0.87,3,166,2,0,0,0,IT,medium
-0.77,0.5,3,141,3,0,0,0,IT,medium
-0.73,0.93,3,249,2,0,0,0,IT,medium
-0.87,0.48,4,264,3,0,0,0,IT,medium
-0.65,0.98,3,252,2,0,0,0,product_mng,high
-0.62,0.7,2,134,3,0,0,0,product_mng,low
-0.53,0.51,3,274,2,1,0,0,product_mng,medium
-0.59,0.39,5,200,4,0,0,0,product_mng,medium
-0.87,0.72,2,154,3,0,0,0,IT,medium
-0.47,0.53,3,111,4,0,0,0,RandD,medium
-0.96,0.81,3,247,3,0,0,0,RandD,low
-0.79,0.74,3,169,3,0,0,0,RandD,low
-0.84,0.6,3,250,3,1,0,0,RandD,low
-0.68,0.49,3,178,3,1,0,0,RandD,low
-0.86,0.66,4,251,3,0,0,0,RandD,low
-0.73,0.98,5,272,2,0,0,0,marketing,low
-0.9,0.67,2,229,4,0,0,0,sales,low
-0.63,0.64,3,180,3,0,0,0,accounting,low
-0.71,0.72,3,271,2,0,0,0,support,low
-0.71,0.68,5,226,3,0,0,0,technical,low
-0.95,0.62,4,150,2,0,0,0,management,low
-0.51,0.86,4,260,3,1,0,0,marketing,low
-0.77,0.91,4,161,3,0,0,0,marketing,low
-0.48,0.51,3,136,3,0,0,0,marketing,low
-0.93,0.91,2,238,2,1,0,0,sales,low
-0.83,0.86,4,98,4,0,0,0,sales,low
-0.61,0.73,5,156,4,0,0,0,sales,low
-0.97,0.89,4,248,2,0,0,0,sales,low
-0.5,0.81,3,170,2,0,0,0,sales,low
-0.84,0.54,3,245,3,0,0,0,sales,low
-0.58,0.38,4,203,5,0,0,0,sales,low
-0.59,0.72,3,182,3,0,0,0,sales,medium
-0.77,0.83,3,175,3,0,0,1,sales,medium
-0.78,0.4,4,145,5,1,0,1,sales,medium
-0.6,0.96,4,220,3,1,0,1,sales,medium
-0.53,0.77,4,259,2,1,0,1,sales,medium
-0.73,0.69,3,228,2,0,0,1,sales,medium
-0.76,0.94,3,189,3,0,0,0,sales,medium
-0.12,0.61,6,257,3,0,0,0,sales,medium
-0.2,0.98,3,180,6,0,0,0,sales,medium
-0.5,0.77,4,180,3,0,0,0,sales,medium
-0.79,0.65,5,215,2,1,0,0,sales,medium
-0.96,0.68,3,132,2,0,0,0,sales,medium
-0.26,0.69,5,213,2,0,0,0,accounting,high
-0.8,0.72,4,173,3,0,0,0,accounting,low
-0.43,0.71,3,186,2,0,0,0,accounting,medium
-0.87,0.71,4,157,2,0,0,0,hr,medium
-0.63,0.75,4,175,4,0,0,0,hr,medium
-0.58,0.48,3,135,3,1,0,0,hr,medium
-0.2,0.42,4,256,5,0,0,0,hr,low
-0.62,0.71,4,268,3,0,0,0,technical,low
-0.91,0.94,5,159,3,0,0,0,technical,low
-0.66,0.91,3,191,4,0,0,0,technical,low
-0.53,0.81,3,275,2,0,0,0,technical,low
-0.52,0.98,5,217,2,1,0,0,technical,low
-1,0.88,6,201,4,0,0,0,technical,low
-0.73,0.67,4,205,3,0,0,0,technical,low
-0.65,0.67,3,240,2,1,0,0,technical,low
-0.5,0.95,5,137,3,0,0,0,technical,low
-0.94,0.59,4,241,2,0,0,0,technical,low
-0.48,0.86,5,198,4,0,0,0,technical,low
-0.67,0.87,5,254,2,0,0,0,support,low
-0.73,0.94,4,262,3,0,0,0,support,low
-0.63,0.71,4,244,2,0,0,0,support,low
-0.84,0.84,4,266,3,0,0,0,support,low
-0.2,0.94,6,191,5,0,0,0,support,low
-0.76,0.57,3,148,3,1,0,0,support,low
-0.55,0.54,3,233,2,0,0,0,support,low
-0.8,0.55,4,178,2,1,0,0,support,low
-0.64,0.91,3,165,3,1,0,0,support,low
-0.59,0.97,5,179,6,0,0,0,support,medium
-0.92,0.98,3,149,3,0,0,0,support,medium
-0.75,0.76,3,269,2,1,0,0,technical,medium
-0.69,0.74,5,227,2,0,0,0,technical,medium
-0.82,0.93,3,247,3,0,0,0,technical,medium
-0.88,0.85,3,220,3,0,0,0,management,medium
-0.89,0.91,3,233,2,0,0,0,IT,medium
-1,0.79,5,171,5,0,0,0,IT,medium
-0.66,0.91,4,234,2,1,0,0,IT,medium
-0.76,0.92,3,176,2,0,0,0,IT,medium
-0.8,0.62,5,190,4,1,0,0,IT,medium
-0.58,0.86,4,168,2,0,0,0,product_mng,medium
-0.73,0.93,3,205,3,0,0,0,product_mng,high
-1,0.73,5,189,3,1,0,0,product_mng,low
-0.18,0.9,4,282,4,0,0,0,product_mng,medium
-0.47,0.46,2,152,2,0,0,0,IT,medium
-0.92,0.64,4,217,4,0,0,0,RandD,medium
-0.51,0.5,4,130,3,0,0,0,RandD,medium
-0.81,0.62,4,153,4,0,0,0,RandD,low
-0.52,0.57,3,270,3,0,0,0,RandD,low
-0.95,0.96,3,220,3,0,0,0,RandD,low
-0.93,0.64,4,253,3,0,0,0,RandD,low
-0.98,0.67,4,209,6,0,0,0,marketing,low
-0.79,0.79,4,231,2,0,0,0,sales,low
-0.99,0.73,4,240,4,0,0,0,accounting,low
-0.64,0.9,5,266,3,0,0,0,support,low
-0.54,0.44,3,153,2,0,0,0,technical,low
-0.79,0.59,4,187,2,0,0,0,management,low
-0.55,0.98,4,185,2,1,0,0,marketing,low
-0.18,0.81,4,147,4,0,0,0,marketing,low
-0.56,0.81,4,188,3,1,0,0,marketing,low
-0.92,0.67,2,252,2,0,0,0,sales,low
-0.99,0.75,4,163,2,0,0,0,sales,low
-0.77,0.85,4,189,2,0,0,0,sales,low
-0.49,0.52,3,156,2,0,0,0,sales,low
-0.98,0.58,3,183,3,0,0,0,sales,low
-0.18,0.54,6,209,5,1,0,0,sales,low
-0.8,0.82,4,271,4,0,0,0,sales,low
-0.81,0.77,5,251,2,0,0,0,sales,low
-0.13,0.61,5,198,5,0,0,0,sales,medium
-0.58,0.97,3,274,4,1,0,1,sales,medium
-0.75,0.63,4,209,3,0,0,1,sales,medium
-0.8,0.94,4,271,4,0,0,1,sales,medium
-0.78,0.6,4,143,2,0,0,1,sales,medium
-0.92,0.6,5,236,3,1,0,1,sales,medium
-0.85,0.98,5,222,3,0,0,1,sales,medium
-0.52,0.63,3,233,3,0,0,1,sales,medium
-0.95,0.84,3,270,3,1,0,1,sales,medium
-0.81,0.92,5,258,3,0,0,1,sales,medium
-0.16,0.82,6,202,4,1,0,1,sales,medium
-0.91,0.74,3,150,2,0,0,0,accounting,medium
-0.62,0.51,4,193,3,0,0,0,accounting,high
-0.24,0.42,5,210,5,0,0,0,accounting,low
-0.88,0.51,3,208,3,0,0,0,hr,medium
-0.94,0.73,3,196,3,0,0,0,hr,medium
-0.76,0.79,5,187,4,0,0,0,hr,medium
-0.49,0.67,3,140,2,0,0,0,hr,medium
-0.93,0.9,4,256,4,0,0,0,technical,low
-0.92,0.66,4,113,3,0,0,0,technical,low
-0.19,0.94,4,196,5,0,0,0,technical,low
-0.66,0.76,3,170,3,0,0,0,technical,low
-0.16,0.94,4,261,6,0,0,0,technical,low
-0.83,0.99,5,132,3,0,0,0,technical,low
-0.69,0.53,3,153,3,0,0,0,technical,low
-0.82,0.53,3,147,3,1,0,0,technical,low
-0.88,0.72,5,244,2,0,0,0,technical,low
-0.31,0.42,4,108,4,0,0,0,technical,low
-0.83,0.49,4,218,2,0,0,0,technical,low
-0.94,0.52,5,133,3,0,0,0,support,low
-0.65,0.79,5,233,3,0,0,0,support,low
-0.6,0.6,4,147,3,0,0,0,support,low
-0.52,0.43,3,176,3,0,0,0,support,low
-0.66,0.89,4,169,4,0,0,0,support,low
-0.87,0.87,4,144,3,0,0,0,support,low
-0.2,0.99,5,151,3,1,0,0,support,low
-0.63,0.91,4,252,3,1,0,0,support,medium
-0.69,0.98,4,180,3,0,0,0,support,medium
-0.48,0.61,3,251,3,0,0,0,support,medium
-0.8,0.8,4,263,4,0,0,0,support,medium
-0.89,0.74,5,260,6,0,0,0,technical,medium
-0.67,0.63,3,227,3,0,0,0,technical,medium
-0.37,0.86,6,260,3,0,0,0,technical,medium
-0.93,0.61,5,158,3,0,0,0,management,medium
-0.69,0.52,3,186,3,0,0,0,IT,medium
-0.16,0.61,4,171,6,0,0,0,IT,medium
-0.81,0.55,3,199,2,1,0,0,IT,medium
-0.97,0.63,5,258,2,0,0,0,IT,medium
-0.77,0.59,4,273,2,0,0,0,IT,high
-0.75,0.78,2,259,3,0,0,0,product_mng,low
-0.88,0.82,3,265,3,0,0,0,product_mng,medium
-0.43,0.51,5,168,4,0,0,0,product_mng,medium
-0.99,0.99,4,163,4,0,0,0,product_mng,medium
-0.59,0.65,5,265,3,0,0,0,IT,medium
-0.89,0.71,4,190,3,0,0,0,RandD,low
-0.54,0.73,3,157,3,0,0,0,RandD,low
-0.32,0.86,4,266,4,0,0,0,RandD,low
-0.17,0.55,6,240,6,0,0,0,RandD,low
-0.78,0.55,3,143,3,0,0,0,RandD,low
-0.73,0.68,3,121,5,0,0,0,RandD,low
-0.65,0.76,2,170,5,0,0,0,IT,low
-0.8,0.71,4,161,4,0,0,0,IT,low
-0.61,0.86,3,239,3,0,0,0,IT,low
-0.67,0.49,3,224,3,0,0,0,IT,low
-0.63,0.57,3,242,3,0,0,0,product_mng,low
-0.51,0.58,4,140,2,1,0,0,product_mng,low
-0.82,0.59,5,170,3,0,0,0,product_mng,low
-0.79,0.67,5,156,2,0,0,0,product_mng,low
-0.49,0.6,2,113,5,0,0,0,IT,low
-0.7,0.59,3,138,3,0,0,0,RandD,low
-0.13,0.5,3,137,5,0,0,0,RandD,low
-0.83,0.52,5,217,3,0,0,0,RandD,low
-0.83,0.91,3,155,3,0,0,0,RandD,low
-0.19,0.83,5,280,4,0,0,0,RandD,low
-0.8,0.81,5,248,2,1,0,0,RandD,low
-0.49,0.67,2,190,8,0,0,0,marketing,medium
-0.92,0.99,3,176,8,0,0,0,sales,medium
-0.81,0.55,4,217,8,0,0,0,accounting,medium
-0.62,0.91,3,269,8,0,0,0,support,medium
-0.21,0.7,3,238,8,0,0,0,technical,medium
-0.95,0.74,5,243,6,0,0,0,management,medium
-0.51,0.8,4,198,6,0,0,0,marketing,medium
-0.52,0.89,3,188,6,0,0,0,marketing,medium
-0.64,0.56,3,257,6,0,0,0,marketing,medium
-0.62,0.79,4,268,6,0,0,0,sales,medium
-0.73,0.88,5,233,4,1,0,0,sales,medium
-0.32,0.86,4,214,5,0,0,0,sales,medium
-0.78,0.96,2,285,3,0,0,0,sales,high
-0.65,0.91,4,224,2,1,0,0,sales,low
-0.56,0.92,4,224,3,0,0,0,sales,medium
-0.96,0.89,3,142,4,0,0,0,sales,medium
-0.79,0.82,4,220,3,0,0,0,sales,medium
-0.66,0.58,4,244,3,0,0,0,sales,medium
-0.67,0.68,4,171,3,0,0,0,sales,low
-0.86,0.82,4,274,2,1,0,0,sales,low
-0.57,0.72,4,214,2,1,0,0,sales,low
-0.86,0.87,5,171,2,0,0,0,sales,low
-0.52,0.59,5,150,2,0,0,0,sales,low
-0.73,0.61,4,260,2,1,0,0,sales,low
-0.78,0.63,5,259,3,0,0,0,sales,low
-0.95,0.63,3,153,2,0,0,0,sales,low
-0.75,0.61,3,263,3,0,0,0,sales,low
-0.83,0.52,2,149,2,1,0,0,sales,low
-0.48,1,4,261,3,0,0,0,accounting,low
-0.3,0.58,2,189,4,1,0,0,accounting,low
-0.72,0.85,5,237,4,0,0,0,accounting,low
-0.61,0.52,3,224,3,0,0,0,hr,low
-0.31,0.87,6,240,3,1,0,0,hr,low
-0.62,0.81,3,245,2,1,0,0,hr,low
-0.48,0.49,3,268,3,0,0,0,hr,low
-0.97,0.89,4,208,2,1,0,0,technical,low
-0.61,0.83,4,153,2,0,0,0,technical,low
-0.93,0.99,3,169,3,0,0,0,technical,low
-0.89,0.39,5,218,2,0,0,0,technical,low
-0.95,0.9,3,155,3,0,0,0,technical,medium
-0.36,0.44,5,155,3,0,0,0,technical,medium
-0.29,0.39,6,105,6,0,0,0,technical,medium
-0.65,0.83,4,251,2,0,0,0,technical,medium
-0.72,0.54,4,219,2,0,0,0,technical,medium
-0.51,0.56,4,198,2,1,0,0,technical,medium
-0.54,0.53,4,158,2,0,0,0,technical,medium
-0.66,0.58,3,157,2,0,0,0,support,medium
-0.59,0.54,4,178,2,0,0,0,support,medium
-0.45,0.48,3,145,2,0,0,0,support,medium
-0.15,0.91,5,230,3,0,0,0,support,medium
-0.95,0.53,3,174,3,0,0,0,support,medium
-0.49,0.59,5,140,3,0,0,0,support,high
-0.68,0.97,3,174,2,0,0,0,support,low
-0.7,0.76,4,173,2,0,0,0,support,medium
-0.9,0.73,2,203,4,0,0,0,support,medium
-0.94,0.95,5,170,3,0,0,0,support,medium
-0.8,0.86,3,203,3,0,0,0,support,medium
-0.59,0.53,5,169,3,0,0,0,technical,low
-0.43,0.96,3,109,6,0,0,0,technical,low
-0.7,0.54,5,263,3,0,0,0,technical,low
-0.51,0.62,4,185,3,0,0,0,management,low
-0.12,0.49,4,191,5,0,0,0,IT,low
-0.14,0.56,5,259,4,1,0,0,IT,low
-0.86,0.91,4,253,3,0,0,0,IT,low
-0.97,0.5,3,216,3,0,0,0,IT,low
-1,0.86,2,264,3,0,0,0,IT,medium
-0.49,0.63,3,181,3,1,0,0,product_mng,medium
-0.9,0.93,3,209,3,0,0,0,product_mng,medium
-0.82,0.89,4,239,2,0,0,0,product_mng,medium
-0.59,0.48,3,197,3,0,0,0,product_mng,medium
-0.97,0.57,4,150,2,0,0,0,IT,medium
-0.69,0.88,3,164,10,0,0,0,management,medium
-0.73,0.84,3,216,8,0,0,0,management,medium
-0.48,0.74,2,271,8,1,0,0,management,medium
-0.94,0.49,4,176,8,0,0,0,management,medium
-0.74,0.73,3,156,8,0,0,0,management,medium
-0.65,0.63,4,143,8,0,0,0,management,medium
-0.93,0.94,4,233,6,0,0,0,IT,medium
-0.57,0.67,3,138,6,1,0,0,IT,medium
-0.9,0.49,3,259,6,0,0,0,IT,medium
-0.55,0.86,4,169,6,0,0,0,IT,medium
-0.59,0.73,3,172,6,0,0,0,product_mng,medium
-0.72,0.98,4,156,3,0,0,0,product_mng,medium
-0.87,0.52,4,140,3,0,0,0,product_mng,medium
-0.86,0.82,4,212,2,0,0,0,product_mng,medium
-0.61,0.5,4,269,3,0,0,0,IT,medium
-0.45,0.63,5,111,5,0,0,0,management,medium
-0.51,0.63,4,198,2,0,0,0,management,medium
-0.87,0.92,4,263,3,0,0,0,management,medium
-0.29,0.38,5,191,5,0,0,0,management,medium
-0.57,0.64,3,188,3,0,0,0,management,medium
-0.69,0.83,4,252,3,0,0,0,management,medium
-0.61,0.9,2,142,3,0,0,0,marketing,high
-0.96,0.85,4,247,3,0,0,0,sales,high
-0.16,0.61,6,269,2,0,0,0,accounting,high
-0.96,0.82,4,244,3,0,0,0,support,high
-0.77,0.81,4,164,3,0,0,0,technical,high
-0.85,0.87,6,232,5,0,0,0,management,high
-0.37,0.49,3,177,3,0,0,0,marketing,high
-0.68,0.65,3,173,3,1,0,0,marketing,high
-0.87,0.6,5,165,2,1,0,0,marketing,high
-0.95,0.8,3,225,2,0,0,0,sales,high
-0.84,0.63,3,121,3,1,0,0,sales,low
-0.44,0.51,2,219,4,0,0,0,sales,low
-0.94,0.73,4,204,2,0,0,0,sales,low
-0.85,0.94,5,235,4,0,0,0,sales,low
-0.75,0.51,2,215,2,1,0,0,sales,low
-0.76,0.67,5,243,3,0,0,0,sales,low
-0.13,0.97,4,162,6,0,0,0,sales,low
-0.6,0.79,4,262,3,0,0,0,sales,low
-0.45,0.55,4,206,2,0,0,0,sales,low
-0.49,1,2,125,4,1,0,0,sales,low
-0.19,0.36,3,167,5,0,0,0,sales,low
-0.68,0.89,5,218,5,0,0,0,sales,low
-0.53,0.91,5,181,3,0,0,0,sales,low
-1,0.77,5,269,3,0,0,0,sales,low
-0.99,0.86,3,167,2,0,0,0,sales,low
-0.29,0.75,6,271,10,0,0,0,sales,medium
-0.54,0.83,4,201,8,1,0,0,sales,medium
-0.25,0.9,6,229,8,0,0,0,sales,medium
-0.71,0.76,4,148,8,0,0,0,accounting,medium
-0.96,0.84,3,147,8,0,0,0,accounting,medium
-0.8,0.9,4,211,8,0,0,0,accounting,medium
-0.82,0.87,5,145,6,0,0,0,hr,medium
-0.19,0.97,6,269,6,0,0,0,hr,medium
-0.43,0.74,4,129,6,0,0,0,hr,medium
-0.62,0.84,3,270,6,0,0,0,hr,medium
-0.75,0.85,3,250,6,0,0,0,technical,medium
-0.56,0.48,5,192,2,1,0,0,technical,medium
-0.88,0.91,4,233,4,0,0,0,technical,high
-0.63,0.57,4,192,3,0,0,0,technical,high
-0.75,0.93,3,247,2,0,0,0,technical,high
-0.74,1,4,192,4,0,0,0,technical,high
-0.55,0.68,3,178,3,1,0,0,technical,high
-0.87,0.55,4,197,3,0,0,0,technical,high
-0.13,0.9,5,264,6,0,0,0,technical,high
-0.33,0.64,2,274,3,1,0,0,technical,high
-0.89,0.97,4,147,2,0,0,0,technical,low
-0.56,0.94,3,154,3,1,0,0,support,low
-0.95,0.61,3,224,2,1,0,0,support,low
-0.57,0.59,4,250,2,0,0,0,support,low
-0.72,0.53,3,179,3,0,0,0,support,low
-0.28,0.44,4,170,2,0,0,0,support,low
-0.54,0.61,4,118,5,0,0,0,support,low
-0.54,0.95,4,256,3,0,0,0,support,low
-0.99,0.8,3,209,2,0,0,0,support,medium
-0.37,0.69,2,146,3,0,0,0,support,medium
-0.77,0.87,3,275,4,1,0,0,support,medium
-0.7,0.88,4,180,2,0,0,0,support,medium
-0.8,0.74,3,228,3,0,0,0,technical,medium
-0.52,0.63,3,204,3,0,0,0,technical,medium
-0.69,0.55,3,172,2,0,0,0,technical,medium
-0.6,0.62,5,274,3,0,0,0,management,medium
-0.74,0.64,3,136,2,0,0,0,IT,medium
-0.69,0.82,4,252,3,1,0,0,IT,medium
-0.78,0.89,4,137,3,0,0,0,IT,medium
-0.77,0.75,4,191,3,0,0,0,IT,medium
-0.91,0.68,4,132,4,0,0,0,IT,medium
-0.54,0.68,6,249,5,0,0,0,product_mng,medium
-0.48,0.77,6,274,6,0,0,0,product_mng,medium
-0.55,0.96,3,194,3,0,0,0,product_mng,medium
-0.17,0.36,6,191,2,0,0,0,product_mng,medium
-0.77,0.83,5,216,4,0,0,0,IT,medium
-0.93,0.98,3,241,3,0,0,0,IT,medium
-0.65,0.91,4,243,5,1,0,0,IT,medium
-0.67,0.52,4,207,3,0,0,0,IT,medium
-0.95,0.88,3,199,3,0,0,0,IT,medium
-0.61,0.97,6,286,4,0,0,0,product_mng,medium
-0.57,0.39,4,132,3,0,0,0,product_mng,high
-0.65,1,4,229,4,0,0,0,product_mng,low
-0.85,0.81,4,260,3,0,0,0,product_mng,medium
-0.61,0.96,3,214,2,0,0,0,IT,medium
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-0.92,0.93,4,225,2,0,0,1,RandD,medium
-0.37,0.41,2,113,3,0,0,1,RandD,medium
-0.48,0.77,5,250,2,0,0,1,RandD,medium
-0.82,0.91,5,271,2,0,0,1,RandD,medium
-0.84,0.75,4,135,3,0,0,1,RandD,medium
-0.57,0.46,2,100,6,1,0,1,marketing,medium
-0.8,0.75,4,224,3,0,0,1,sales,medium
-0.49,0.91,4,134,4,0,0,0,accounting,low
-0.79,0.82,5,158,2,0,0,0,support,low
-0.48,0.67,3,183,2,0,0,0,technical,low
-0.28,0.89,4,97,6,0,0,0,management,low
-0.47,0.56,4,226,3,0,0,0,marketing,low
-0.91,0.6,4,235,4,1,0,0,marketing,low
-0.75,0.6,4,186,10,1,0,0,marketing,low
-0.61,0.89,3,242,10,0,0,0,sales,high
-0.47,0.79,3,284,10,0,0,0,sales,low
-0.22,0.7,2,274,10,0,0,0,sales,high
-0.5,0.48,4,130,10,0,0,0,sales,high
-0.56,0.87,3,146,10,0,0,0,sales,low
-0.84,0.85,4,207,10,0,0,0,sales,low
-0.69,0.72,4,210,2,1,0,0,sales,high
-0.53,0.64,3,143,2,0,0,0,sales,low
-0.17,0.57,4,116,3,0,0,0,sales,medium
-0.48,0.71,2,162,3,1,0,0,sales,high
-0.94,0.51,3,242,3,0,0,0,sales,medium
-0.77,0.89,4,153,7,0,0,0,sales,medium
-1,0.72,5,194,7,1,0,0,sales,medium
-0.49,0.65,4,233,7,0,0,0,sales,medium
-0.93,0.73,4,283,7,0,0,0,sales,high
-0.38,0.43,3,188,7,0,0,0,sales,medium
-0.6,0.54,4,182,6,0,0,0,sales,medium
-0.5,0.82,2,286,6,0,0,0,sales,medium
-0.97,0.55,5,212,6,0,0,0,sales,high
-0.93,0.95,5,176,6,0,0,1,accounting,medium
-0.5,1,5,264,8,0,0,1,accounting,high
-0.52,0.84,3,261,8,0,0,1,accounting,low
-0.5,0.71,4,163,8,0,0,1,hr,medium
-0.55,0.4,3,139,8,0,0,1,hr,medium
-0.95,0.84,3,261,8,1,0,1,hr,medium
-0.48,0.42,2,275,6,1,0,1,hr,medium
-0.51,0.39,5,132,6,1,0,1,technical,low
-0.96,0.48,3,202,6,0,0,0,technical,low
-0.97,0.84,4,177,6,0,0,0,technical,low
-0.97,0.66,5,234,6,0,0,0,technical,low
-0.71,0.54,4,188,6,0,0,0,technical,low
-0.82,0.49,5,203,6,0,0,0,technical,low
-0.57,1,4,227,10,0,0,0,technical,low
-0.48,0.93,3,150,10,0,0,0,technical,low
-0.71,0.64,3,267,3,0,0,0,technical,low
-0.63,0.61,5,186,10,0,0,0,technical,low
-0.99,0.84,4,142,10,0,0,0,technical,high
-0.79,0.83,3,126,10,1,0,0,support,low
-0.65,0.85,4,201,10,0,0,0,support,low
-0.7,0.85,4,142,2,0,0,0,support,low
-0.99,0.94,4,167,4,0,0,0,support,low
-0.65,0.62,4,258,2,0,0,0,support,high
-0.92,0.85,3,207,2,0,0,0,support,low
-0.24,0.5,4,282,4,1,0,0,support,low
-0.39,0.89,3,188,5,0,0,0,support,low
-0.82,0.85,3,214,2,0,0,0,support,high
-0.78,0.89,4,272,2,0,0,0,support,low
-0.62,0.79,3,259,3,0,0,0,support,medium
-0.6,0.61,5,191,2,1,0,0,technical,high
-0.49,0.57,3,192,3,0,0,0,technical,medium
-0.82,0.82,3,164,3,0,0,0,technical,high
-0.48,0.81,4,149,2,0,0,0,management,medium
-0.69,0.56,4,149,3,0,0,0,IT,medium
-0.4,0.89,2,165,3,0,0,0,IT,medium
-0.72,0.8,3,222,3,0,0,0,IT,medium
-0.75,0.84,5,222,3,1,0,0,IT,medium
-0.5,0.77,3,265,3,0,0,0,IT,medium
-0.78,0.5,5,247,4,0,0,0,product_mng,medium
-0.76,0.45,4,147,2,0,0,0,product_mng,medium
-0.94,0.52,3,273,3,0,0,0,product_mng,high
-0.24,0.94,6,144,4,0,0,0,product_mng,low
-0.99,0.66,3,181,2,0,0,0,IT,medium
-0.67,0.64,3,198,2,1,0,0,management,medium
-0.76,0.57,5,255,4,0,0,0,management,medium
-0.76,0.77,4,169,10,0,0,0,management,medium
-0.55,0.64,4,201,10,1,0,0,management,medium
-0.74,0.6,4,274,10,1,0,0,management,medium
-0.81,0.85,4,134,10,1,0,0,management,medium
-0.98,0.67,3,190,10,0,0,0,IT,medium
-0.98,0.98,4,170,10,0,0,0,IT,medium
-0.58,0.91,3,154,10,0,0,0,product_mng,high
-0.18,0.75,3,142,2,0,0,0,product_mng,low
-0.57,0.67,5,235,2,0,0,0,product_mng,low
-0.7,0.62,3,110,3,0,0,0,product_mng,low
-0.49,0.77,3,211,3,0,0,0,IT,high
-0.7,0.56,4,214,3,0,0,1,management,medium
-0.16,0.93,5,210,7,0,0,1,management,medium
-0.58,0.59,3,207,7,0,0,1,management,medium
-0.66,0.57,4,161,7,0,0,1,management,medium
-0.51,0.55,2,102,7,0,0,1,management,medium
-0.48,0.84,4,186,7,0,0,1,management,medium
-0.56,0.71,3,211,6,0,0,1,marketing,low
-0.81,0.62,3,240,6,0,0,1,sales,low
-0.57,0.7,4,237,6,0,0,0,accounting,low
-0.66,0.53,3,164,6,0,0,0,support,low
-0.22,0.91,6,222,8,0,0,0,technical,low
-0.96,0.71,3,205,8,1,0,0,management,medium
-0.87,0.88,4,140,8,0,0,0,marketing,medium
-0.61,0.42,2,103,8,0,0,0,marketing,medium
-0.66,0.85,3,178,8,1,0,0,marketing,medium
-0.9,0.51,4,137,6,0,0,0,sales,medium
-0.64,0.67,3,143,6,0,0,0,sales,medium
-0.76,0.82,4,170,6,0,0,0,sales,medium
-0.97,0.41,5,135,6,0,0,0,sales,medium
-0.69,0.76,3,174,6,0,0,0,sales,medium
-0.98,0.55,3,166,6,1,0,0,sales,medium
-0.18,0.61,5,174,6,0,0,0,sales,medium
-0.62,0.91,3,251,10,0,0,0,sales,medium
-0.29,0.37,6,187,10,1,0,0,sales,high
-0.87,0.48,5,170,3,0,0,0,sales,low
-0.91,0.64,3,241,10,0,0,0,sales,medium
-0.53,0.79,3,221,10,1,0,0,sales,medium
-0.69,0.73,4,257,10,1,0,0,sales,medium
-0.14,0.58,4,275,10,0,0,0,sales,medium
-0.7,0.77,4,245,2,0,0,0,sales,low
-0.77,0.75,6,246,6,0,0,0,sales,low
-0.77,0.76,6,263,6,0,0,0,sales,low
-0.76,0.99,3,133,4,0,0,0,sales,low
-0.66,0.49,4,157,3,0,0,0,sales,low
-0.5,0.95,3,198,4,0,0,0,accounting,low
-0.57,0.9,5,145,3,0,0,0,accounting,low
-0.97,0.62,6,118,2,0,0,0,accounting,low
-0.26,0.99,5,184,5,0,0,0,hr,low
-0.72,0.62,3,243,2,1,0,0,hr,low
-0.83,0.93,3,247,2,0,0,0,hr,low
-0.55,0.4,3,158,3,0,0,0,hr,low
-0.77,0.74,5,243,2,0,0,0,technical,low
-0.24,0.63,4,203,5,0,0,0,technical,low
-0.8,0.96,3,161,3,0,0,0,technical,low
-0.5,0.59,4,214,3,1,0,0,technical,low
-0.66,0.59,4,179,3,0,0,0,technical,low
-0.66,0.77,4,188,2,0,0,0,technical,low
-0.66,0.81,3,174,3,0,0,0,technical,low
-0.96,0.83,3,177,4,0,0,0,technical,low
-0.75,0.94,5,194,4,0,0,0,technical,low
-0.78,0.77,3,244,2,0,0,0,technical,medium
-0.57,0.82,4,269,2,0,0,0,technical,medium
-0.78,0.68,2,159,3,1,0,0,support,medium
-0.57,0.88,4,140,2,0,0,0,support,medium
-0.84,0.56,5,224,2,0,0,0,support,medium
-0.23,0.94,5,242,4,0,0,0,support,medium
-0.53,0.37,3,180,3,0,0,0,support,medium
-0.82,0.71,3,150,3,0,0,0,support,medium
-0.59,0.64,5,269,3,0,0,0,support,medium
-0.5,0.52,2,178,2,0,0,0,support,medium
-1,0.74,2,187,3,0,0,0,support,medium
-0.94,0.61,3,140,2,0,0,0,support,medium
-0.86,0.61,4,193,2,0,0,0,support,high
-0.73,0.49,4,243,2,0,0,0,technical,low
-0.49,0.94,3,144,3,1,0,0,technical,medium
-0.79,0.73,2,147,2,0,0,0,technical,medium
-0.83,0.5,6,165,3,0,0,0,management,medium
-0.85,0.67,3,176,2,0,0,0,IT,medium
-0.65,0.37,3,170,6,0,0,0,IT,low
-0.94,0.65,4,213,2,1,0,0,IT,low
-0.76,0.81,4,242,2,0,0,0,IT,low
-0.77,0.54,4,139,3,1,0,0,IT,low
-0.77,0.91,4,239,3,1,0,0,product_mng,low
-0.59,0.64,5,123,2,0,0,0,product_mng,low
-0.69,0.9,3,185,4,0,0,0,product_mng,low
-0.51,0.85,4,186,2,0,0,0,product_mng,low
-0.8,0.67,3,178,3,0,0,0,IT,low
-0.98,0.7,3,153,10,0,0,0,management,high
-0.69,0.72,4,185,10,1,0,0,management,high
-0.14,0.76,4,142,10,0,0,0,management,high
-0.95,0.9,4,221,10,1,0,0,management,high
-0.53,0.61,3,148,10,0,0,0,management,high
-0.64,0.52,5,258,10,1,0,0,management,high
-0.51,0.73,4,229,3,0,0,0,sales,low
-0.36,0.73,2,111,2,0,0,0,sales,low
-0.62,0.97,2,271,3,0,0,0,sales,low
-0.98,0.58,4,133,3,0,0,0,sales,low
-0.53,0.7,4,223,3,0,0,0,sales,low
-0.8,0.95,4,272,2,0,0,0,sales,low
-0.73,0.77,3,233,3,0,0,0,sales,medium
-0.82,0.8,3,162,3,0,0,0,sales,medium
-0.62,0.75,5,165,4,0,0,0,sales,medium
-0.87,0.48,5,242,3,0,0,0,sales,medium
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-0.57,0.6,2,163,3,0,0,0,sales,medium
-0.91,0.77,3,144,3,0,0,0,sales,medium
-0.75,0.59,5,149,4,0,0,0,sales,medium
-0.76,0.8,5,217,2,0,0,0,sales,medium
-0.85,0.49,4,139,2,0,0,0,sales,medium
-0.56,0.67,3,270,2,0,0,0,sales,medium
-0.86,0.84,3,177,3,0,0,0,sales,medium
-0.21,0.43,5,175,2,1,0,0,sales,high
-0.94,0.59,3,151,2,0,0,0,sales,low
-0.98,0.74,3,185,3,0,0,0,sales,medium
-0.42,0.45,3,227,3,0,0,0,sales,medium
-0.98,0.89,4,218,2,0,0,0,sales,medium
-1,0.93,5,167,3,0,0,0,sales,medium
-0.95,0.52,3,183,2,1,0,0,sales,low
-0.95,0.5,4,259,3,0,0,0,sales,low
-0.68,0.53,3,138,2,1,0,0,sales,low
-0.64,0.38,5,122,4,0,0,0,sales,low
-0.24,0.62,6,225,6,0,0,0,sales,low
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-0.67,0.4,4,274,3,0,0,0,sales,low
-0.86,0.89,4,153,4,0,0,0,sales,low
-0.43,0.38,3,119,2,0,0,0,sales,low
-0.67,0.67,4,141,2,1,0,0,sales,low
-0.92,0.6,4,161,3,0,0,0,IT,low
-0.43,0.46,2,186,2,0,0,0,product_mng,low
-0.52,0.8,3,252,4,0,0,0,product_mng,low
-0.16,0.42,3,182,3,1,0,0,product_mng,low
-0.49,0.6,4,264,2,1,0,0,product_mng,low
-0.37,0.63,4,167,3,0,0,0,IT,low
-0.98,0.68,5,171,3,0,0,0,management,high
-0.33,0.97,5,130,4,0,0,0,management,high
-0.14,0.79,5,271,4,0,0,0,management,high
-0.54,0.79,5,249,3,1,0,0,management,high
-0.63,0.48,4,180,4,0,0,0,management,high
-0.55,0.69,4,220,3,1,0,0,management,high
-0.84,0.53,3,210,4,1,0,0,marketing,medium
-0.51,0.97,4,258,2,0,0,0,sales,medium
-0.15,0.75,3,150,4,0,0,1,accounting,medium
-0.97,0.79,5,259,3,0,0,1,support,medium
-0.67,0.69,3,231,3,0,0,1,technical,medium
-0.48,0.67,4,220,3,0,0,1,management,medium
-0.69,0.58,4,149,3,0,0,1,marketing,medium
-0.6,0.62,3,238,4,0,0,1,marketing,medium
-0.82,0.71,2,209,5,0,0,1,marketing,medium
-0.86,0.95,4,149,3,0,0,1,sales,medium
-0.69,0.59,4,264,3,0,0,0,sales,medium
-0.87,0.87,5,207,2,0,0,0,sales,high
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-0.5,1,4,258,3,0,0,0,sales,medium
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-0.89,0.99,2,258,3,0,0,0,sales,medium
-0.69,0.51,3,257,3,1,0,0,IT,low
-0.5,0.51,5,134,3,0,0,0,product_mng,low
-0.16,0.46,6,240,2,0,0,0,product_mng,low
-0.75,0.99,2,237,5,1,0,0,product_mng,low
-0.64,0.66,5,157,2,0,0,0,product_mng,low
-0.78,0.43,4,275,3,0,0,0,IT,low
-0.81,0.74,2,228,3,0,0,0,management,high
-0.55,0.58,3,254,2,0,0,0,management,high
-0.53,0.53,4,257,2,0,0,0,management,high
-0.69,0.73,3,231,2,1,0,0,management,high
-0.8,0.53,3,217,3,0,0,0,management,high
-0.77,0.98,3,286,6,0,0,0,management,high
-0.84,0.8,4,236,3,0,0,0,marketing,low
-0.64,0.55,4,215,2,0,0,0,sales,low
-0.78,0.57,4,157,3,0,0,0,accounting,low
-0.67,0.7,3,149,3,0,0,0,support,low
-0.81,0.77,3,221,2,0,0,0,technical,low
-0.91,0.82,4,238,2,0,0,0,management,low
-0.75,0.89,6,250,2,0,0,0,marketing,medium
-0.78,0.96,3,202,4,1,0,0,marketing,medium
-0.54,0.52,4,173,2,0,0,0,marketing,medium
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-0.59,0.81,4,189,3,0,0,0,sales,medium
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-0.2,0.59,6,113,3,0,0,0,management,high
-0.63,0.48,4,179,3,0,0,0,marketing,low
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-0.71,0.37,2,179,5,0,0,1,support,low
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-0.59,0.84,4,251,4,1,0,1,management,low
-0.57,0.85,4,250,3,1,0,1,marketing,low
-0.81,0.61,2,176,5,0,0,1,marketing,low
-0.8,0.7,4,246,3,0,0,1,marketing,low
-0.49,0.66,3,155,3,0,0,1,sales,low
-0.55,0.64,3,178,2,0,0,1,sales,low
-0.68,0.4,3,213,5,1,0,1,sales,low
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diff --git a/Predict Employee Turnover with scikitlearn/partition-feature-space.png b/Predict Employee Turnover with scikitlearn/partition-feature-space.png
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diff --git a/Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py b/Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py
index e69de29..d636c2f 100644
--- a/Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py	
+++ b/Predict_Employee_Turnover_with_scikitlearn/showcase _on_streamlit/app.py	
@@ -0,0 +1,2 @@
+import streamlit as st
+from sklearn.model_selection import train_test_split
\ No newline at end of file