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 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Exploratory Analysis Office Data & Fine-Tuning BERT\n",
    "\n",
    "Lisa Gotzian, September 13-26, 2023"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/9l/8f8knqhj6r569g2lvlngfzdw0000gq/T/ipykernel_28127/2998138693.py:2: DeprecationWarning: `import pandas_profiling` is going to be deprecated by April 1st. Please use `import ydata_profiling` instead.\n",
      "  import pandas_profiling\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import pandas_profiling\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "from collections import Counter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('data/merged_export.csv', sep=\";\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
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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;&lt;style&gt;body {\n",
       "  padding-top: 80px;\n",
       "}\n",
       ".content .container-fluid{\n",
       "    margin-left: 20px !important;\n",
       "    margin-right: 20px !important;\n",
       "    margin-bottom: 20px;\n",
       "}\n",
       "\n",
       ".page-header{\n",
       "    border:0 !important;\n",
       "}\n",
       "\n",
       ".row.variable, .section-items &gt; .row {\n",
       "    border: 1px solid #e1e1e8;\n",
       "    border-top: hidden;\n",
       "}\n",
       "\n",
       ".row.spacing {\n",
       "    padding: 2em 1em;\n",
       "}\n",
       "\n",
       ".row.header {\n",
       "    border-bottom: 1px solid #e1e1e8;\n",
       "    /*background-color: #f5f5f5;*/\n",
       "    padding-left: 2em;\n",
       "}\n",
       "\n",
       "\n",
       ".dl-horizontal dt {\n",
       "    text-align: left;\n",
       "    padding-right: 1em;\n",
       "    white-space: normal;\n",
       "}\n",
       "\n",
       ".dl-horizontal dd {\n",
       "    margin-left: 0;\n",
       "}\n",
       "\n",
       ".col-md-12 {\n",
       "    padding-left: 2em;\n",
       "}\n",
       "\n",
       ".indent {\n",
       "    margin-left: 1em;\n",
       "}\n",
       "\n",
       ".center-img {\n",
       "    margin-left: auto !important;\n",
       "    margin-right: auto !important;\n",
       "    display: block;\n",
       "}\n",
       "\n",
       "/* Table example_values */\n",
       "table.example_values {\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".example_values th {\n",
       "    border: 0;\n",
       "    padding: 0;\n",
       "    color: #555;\n",
       "    font-weight: 600;\n",
       "}\n",
       "\n",
       ".example_values tr, .example_values td {\n",
       "    border: 0;\n",
       "    padding: 0;\n",
       "    color: #555;\n",
       "}\n",
       "\n",
       "table.correlation-table {\n",
       "    width: 98%  /* To avoid an unnecessary overflow. */\n",
       "}\n",
       "\n",
       "/* STATS */\n",
       "table.stats, table.sample, table.duplicate, table.correlation-table{\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".stats tr, .sample tr, .duplicate tr, .correlation-table tr {\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".stats th, .stats td{\n",
       "    color: #555;\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       ".stats th {\n",
       "    padding: 0 2em 0 0;\n",
       "    font-weight: 600;\n",
       "}\n",
       "\n",
       ".stats td {\n",
       "    padding: 1px;\n",
       "}\n",
       "\n",
       "\n",
       "/* Sample table */\n",
       "table.sample, table.duplicate, table.correlation-table {\n",
       "    margin-bottom: 2em;\n",
       "    margin-left: 1em;\n",
       "}\n",
       "\n",
       ".sample td, .sample th, .duplicate td, .duplicate th, .correlation-table td, .correlation-table th {\n",
       "    padding: 0.5em;\n",
       "    white-space: nowrap;\n",
       "    border: 0;\n",
       "\n",
       "}\n",
       "\n",
       ".sample thead, .duplicate thead, .correlation-table thead {\n",
       "    border-top: 0;\n",
       "    border-bottom: 2px solid #ddd;\n",
       "}\n",
       "\n",
       ".sample td, .duplicate td {\n",
       "    width: 100%;\n",
       "} \n",
       "\n",
       "/* There is no good solution available to make the divs equal height and then center ... */\n",
       ".histogram {\n",
       "    margin-top: 3em;\n",
       "}\n",
       "\n",
       "/* Freq table */\n",
       "table.freq {\n",
       "    margin-bottom: 2em;\n",
       "    border: 0;\n",
       "}\n",
       "\n",
       "table.freq th, table.freq tr, table.freq td {\n",
       "    border: 0;\n",
       "    padding: 0;\n",
       "}\n",
       "\n",
       ".freq thead {\n",
       "    font-weight: 600;\n",
       "    white-space: nowrap;\n",
       "    overflow: hidden;\n",
       "    text-overflow: ellipsis;\n",
       "\n",
       "}\n",
       "\n",
       "/* Freq mini */\n",
       ".freq.mini td {\n",
       "    width: 50%;\n",
       "    padding: 1px;\n",
       "    font-size: 12px;\n",
       "\n",
       "}\n",
       "\n",
       "table.freq.mini {\n",
       "    width: 100%;\n",
       "}\n",
       "\n",
       ".freq.mini th {\n",
       "    overflow: hidden;\n",
       "    text-overflow: ellipsis;\n",
       "    white-space: nowrap;\n",
       "    max-width: 5em;\n",
       "    font-weight: 400;\n",
       "    text-align: right;\n",
       "    padding-right: 0.5em;\n",
       "}\n",
       "\n",
       "/* Message classes */\n",
       ".missing {\n",
       "    color: #a94442;\n",
       "}\n",
       "\n",
       ".alert, .alert &gt; th, .alert &gt; td {\n",
       "    color: #a94442;\n",
       "}\n",
       "\n",
       ".ignore {\n",
       "    opacity: 0.4;\n",
       "}\n",
       "\n",
       "/* Bars in tables */\n",
       ".freq.table{\n",
       "    table-layout: fixed;\n",
       "}\n",
       "\n",
       ".freq:not(.mini) tr td:nth-child(1), .freq:not(.mini) tr th:nth-child(1){\n",
       "    width: auto;\n",
       "    max-width: none;\n",
       "\n",
       "    white-space: nowrap;\n",
       "    overflow: hidden;\n",
       "    text-overflow: ellipsis;\n",
       "}\n",
       "\n",
       ".freq:not(.mini) tr td:nth-child(2), .freq:not(.mini) tr td:nth-child(3), .freq:not(.mini) tr th:nth-child(2), .freq:not(.mini) tr th:nth-child(3){\n",
       "    width: 100px;\n",
       "    text-align: right;\n",
       "}\n",
       ".freq:not(.mini) tr td:nth-child(4), .freq:not(.mini) tr th:nth-child(4){\n",
       "    width:200px;\n",
       "}\n",
       "\n",
       ".freq .bar {\n",
       "    float: left;\n",
       "    width: 0;\n",
       "    height: 100%;\n",
       "    line-height: 20px;\n",
       "    color: #fff;\n",
       "    text-align: center;\n",
       "    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",
       "    min-width: 99%;\n",
       "}\n",
       ".footer-text{\n",
       "    padding:20px;\n",
       "}\n",
       "\n",
       "table.list-warnings td{\n",
       "    padding-right:10px;\n",
       "}\n",
       "\n",
       "a.anchor-pos {\n",
       "    display: block;\n",
       "    position: relative;\n",
       "    top: -70px;\n",
       "    visibility: hidden;\n",
       "}\n",
       "\n",
       "a.anchor-pos-variable{\n",
       "    /*top: -70px;*/\n",
       "}\n",
       "\n",
       "#sample-container, #duplicate-container {\n",
       "    overflow: auto;\n",
       "    width: 100%;\n",
       "    overflow-y: hidden;\n",
       "}\n",
       "\n",
       "#correlation-table-container {\n",
       "    max-height: 400px;\n",
       "    overflow: auto;\n",
       "}\n",
       "\n",
       "#overview-content td, #overview-content th{\n",
       "    border-top: 0;\n",
       "    line-height: 1;\n",
       "}\n",
       "\n",
       ".variable-description{\n",
       "    color: #777;\n",
       "    font-size: 10pt;\n",
       "    margin-top: 10px;\n",
       "    font-style: italic;\n",
       "}\n",
       "\n",
       "select.multiple{\n",
       "    width: 180px;\n",
       "    height: 500px;\n",
       "    margin: 10px 0;\n",
       "}\n",
       "\n",
       ".named-list-item{\n",
       "    padding: 1em;\n",
       "}\n",
       "\n",
       "/* not printing tabs */\n",
       "@media print {\n",
       "    .tab-content &gt; .tab-pane, .collapse {\n",
       "        display: block !important;\n",
       "        opacity: 1 !important;\n",
       "        visibility: visible !important;\n",
       "        /*page-break-after: always;*/\n",
       "        page-break-after: right;\n",
       "        page-break-before: avoid;\n",
       "    }\n",
       "\n",
       "    .nav-pills, .nav-tabs, button[data-toggle=&quot;collapse&quot;], .mini, .col-sm-3 img {\n",
       "        display:none !important;\n",
       "    }\n",
       "\n",
       "    a[download=&quot;config.yml&quot;]:after {\n",
       "        content: none !important;\n",
       "    }\n",
       "\n",
       "    .row {\n",
       "        border: 0 !important;\n",
       "    }\n",
       "}\n",
       "\n",
       ".text-placeholder {\n",
       "    display: inline-block;\n",
       "    background-color: #444;\n",
       "    height: 12px;\n",
       "    border-radius: 100px;\n",
       "    margin: 5px 0;\n",
       "    min-width: 200px;\n",
       "    opacity: .1;\n",
       "}\n",
       "\n",
       "    .freq.table-0 .bar {\n",
       "        background-color: #377eb8;\n",
       "    }\n",
       "    .freq.table-1 .bar {\n",
       "        background-color: #e41a1c;\n",
       "    }\n",
       "&lt;/style&gt;&lt;/head&gt;&lt;body&gt;&lt;a class=anchor-pos id=top&gt;&lt;/a&gt;&lt;nav class=&quot;navbar navbar-default navbar-fixed-top&quot;&gt;&lt;div class=container-fluid&gt;&lt;div class=navbar-header&gt;&lt;button type=button class=&quot;navbar-toggle collapsed&quot; data-toggle=collapse data-target=#navbar aria-expanded=false aria-controls=navbar&gt;&lt;span class=sr-only&gt;Toggle navigation&lt;/span&gt;&lt;span class=icon-bar&gt;&lt;/span&gt;&lt;span class=icon-bar&gt;&lt;/span&gt;&lt;span class=icon-bar&gt;&lt;/span&gt;&lt;/button&gt;&lt;a class=&quot;navbar-brand anchor&quot; href=#top&gt;Pandas Profiling Report&lt;/a&gt;&lt;/div&gt;&lt;div id=navbar class=&quot;navbar-collapse collapse&quot;&gt;&lt;ul class=&quot;nav navbar-nav navbar-right&quot;&gt;&lt;li&gt;&lt;a href=#overview&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=#variables-dropdown&gt;Variables&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=#interactions&gt;Interactions&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=#correlations_tab&gt;Correlations&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=#missing&gt;Missing values&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a href=#sample&gt;Sample&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt;&lt;/div&gt;&lt;/nav&gt;&lt;div class=content&gt;&lt;div class=container&gt;&lt;div class=&quot;row header&quot;&gt;&lt;a class=anchor-pos id=overview&gt;&lt;/a&gt;&lt;h1 class=page-header&gt;Overview&lt;/h1&gt;&lt;/div&gt;&lt;div class=section-items&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-pills&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#overview-dataset_overview aria-controls=overview-dataset_overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#overview-alerts aria-controls=overview-alerts role=tab data-toggle=tab&gt;Alerts &lt;span class=badge&gt;15&lt;/span&gt;&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#overview-reproduction aria-controls=overview-reproduction role=tab data-toggle=tab&gt;Reproduction&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content style=&quot;padding-top: 10px;&quot;&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=overview-dataset_overview&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Dataset statistics&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Number of variables&lt;/th&gt;&lt;td&gt;9&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Number of observations&lt;/th&gt;&lt;td&gt;4872&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing cells&lt;/th&gt;&lt;td&gt;2361&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing cells (%)&lt;/th&gt;&lt;td&gt;5.4%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Duplicate rows&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Duplicate rows (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Total size in memory&lt;/th&gt;&lt;td&gt;342.7 KiB&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Average record size in memory&lt;/th&gt;&lt;td&gt;72.0 B&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;p class=h4&gt;Variable types&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Numeric&lt;/th&gt;&lt;td&gt;1&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Categorical&lt;/th&gt;&lt;td&gt;8&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=overview-alerts&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;table table-condensed list-warnings&quot;&gt;&lt;p class=h4&gt;Alerts&lt;/p&gt;&lt;tr style=border-top:0&gt;&lt;td&gt;&lt;a href=#pp_var_-1271532794597387274&gt;&lt;code&gt;Language&lt;/code&gt;&lt;/a&gt; has constant value &quot;DE&quot;&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-warning&quot;&gt;Constant&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_-8842599341337563854&gt;&lt;code&gt;SubmittedBy&lt;/code&gt;&lt;/a&gt; has a high cardinality: 285 distinct values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_1657318134273738151&gt;&lt;code&gt;Title&lt;/code&gt;&lt;/a&gt; has a high cardinality: 4689 distinct values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_-3577542453192388126&gt;&lt;code&gt;SubmittedText&lt;/code&gt;&lt;/a&gt; has a high cardinality: 4761 distinct values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_3438080407475755772&gt;&lt;code&gt;ReasonText&lt;/code&gt;&lt;/a&gt; has a high cardinality: 2434 distinct values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_7551613525236787616&gt;&lt;code&gt;LeadingOfficeCode&lt;/code&gt;&lt;/a&gt; has a high cardinality: 60 distinct values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_-2800272450422859312&gt;&lt;code&gt;Office&lt;/code&gt;&lt;/a&gt; has a high cardinality: 60 distinct values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;High cardinality&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_120535912541956906&gt;&lt;code&gt;LeadingDepartmentCode&lt;/code&gt;&lt;/a&gt; is highly overall correlated with &lt;code&gt;LeadingOfficeCode&lt;/code&gt; and &lt;abbr title=&quot;LeadingOfficeCode, Office&quot;&gt;1 other fields&lt;/abbr&gt;&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-default&quot;&gt;High correlation&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_7551613525236787616&gt;&lt;code&gt;LeadingOfficeCode&lt;/code&gt;&lt;/a&gt; is highly overall correlated with &lt;code&gt;LeadingDepartmentCode&lt;/code&gt; and &lt;abbr title=&quot;LeadingDepartmentCode, Office&quot;&gt;1 other fields&lt;/abbr&gt;&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-default&quot;&gt;High correlation&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_-2800272450422859312&gt;&lt;code&gt;Office&lt;/code&gt;&lt;/a&gt; is highly overall correlated with &lt;code&gt;LeadingDepartmentCode&lt;/code&gt; and &lt;abbr title=&quot;LeadingDepartmentCode, LeadingOfficeCode&quot;&gt;1 other fields&lt;/abbr&gt;&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-default&quot;&gt;High correlation&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_3438080407475755772&gt;&lt;code&gt;ReasonText&lt;/code&gt;&lt;/a&gt; has 2361 (48.5%) missing values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-info&quot;&gt;Missing&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_1657318134273738151&gt;&lt;code&gt;Title&lt;/code&gt;&lt;/a&gt; is uniformly distributed&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;Uniform&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_-3577542453192388126&gt;&lt;code&gt;SubmittedText&lt;/code&gt;&lt;/a&gt; is uniformly distributed&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;Uniform&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_3438080407475755772&gt;&lt;code&gt;ReasonText&lt;/code&gt;&lt;/a&gt; is uniformly distributed&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;Uniform&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td&gt;&lt;a href=#pp_var_-5741122384513536200&gt;&lt;code&gt;CuriaId&lt;/code&gt;&lt;/a&gt; has unique values&lt;/td&gt;&lt;td&gt;&lt;span class=&quot;label label-primary&quot;&gt;Unique&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=overview-reproduction&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4&gt;Reproduction&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Analysis started&lt;/th&gt;&lt;td&gt;2023-09-25 19:56:56.788636&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Analysis finished&lt;/th&gt;&lt;td&gt;2023-09-25 19:56:59.304062&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Duration&lt;/th&gt;&lt;td&gt;2.52 seconds&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Software version&lt;/th&gt;&lt;td&gt;&lt;a href=https://github.com/pandas-profiling/pandas-profiling&gt;pandas-profiling v3.6.6&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Download configuration&lt;/th&gt;&lt;td&gt;&lt;a download=config.json 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class=&quot;row header&quot;&gt;&lt;a class=anchor-pos id=variables-dropdown&gt;&lt;/a&gt;&lt;h1 class=page-header&gt;Variables&lt;/h1&gt;&lt;/div&gt;&lt;div class=section-items&gt;&lt;select name=Variables id=variables-dropdown&gt;&lt;option value&gt;Select Columns&lt;/option&gt;&lt;option value=CuriaId&gt;CuriaId&lt;/option&gt;&lt;option value=Language&gt;Language&lt;/option&gt;&lt;option value=SubmittedBy&gt;SubmittedBy&lt;/option&gt;&lt;option value=Title&gt;Title&lt;/option&gt;&lt;option value=SubmittedText&gt;SubmittedText&lt;/option&gt;&lt;option value=ReasonText&gt;ReasonText&lt;/option&gt;&lt;option value=LeadingDepartmentCode&gt;LeadingDepartmentCode&lt;/option&gt;&lt;option value=LeadingOfficeCode&gt;LeadingOfficeCode&lt;/option&gt;&lt;option value=Office&gt;Office&lt;/option&gt;&lt;/select&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-5741122384513536200&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=CuriaId&gt;&lt;a href=#pp_var_-5741122384513536200&gt;CuriaId&lt;/a&gt;&lt;br&gt;&lt;small&gt;Real number (&amp;Ropf;)&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-4&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;4872&lt;/td&gt;&lt;/tr&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;100.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Infinite (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean&lt;/th&gt;&lt;td&gt;20218536&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-4&gt;&lt;table class=&quot;table 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       "&quot; style=&quot;fill: none&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pb7152addfa&gt;&lt;rect x=52.12 y=10.8 width=433.234395 height=141.991257 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt;&lt;strong&gt;Histogram with fixed size bins&lt;/strong&gt; (bins=50) &lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5741122384513536200bottom--5741122384513536200common_values&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=20213206&gt; 20213206 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20213530&gt; 20213530 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20221049&gt; 20221049 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20223937&gt; 20223937 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20223794&gt; 20223794 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20223710&gt; 20223710 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20223496&gt; 20223496 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20223342&gt; 20223342 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20223032&gt; 20223032 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20213256&gt; 20213256 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (4862)&quot;&gt; Other values (4862) &lt;/td&gt;&lt;td&gt;4862&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5741122384513536200bottom--5741122384513536200extreme_values&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-5741122384513536200extreme_values--5741122384513536200firstn aria-controls=-5741122384513536200extreme_values--5741122384513536200firstn role=tab data-toggle=tab&gt;Minimum 10 values&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-5741122384513536200extreme_values--5741122384513536200lastn aria-controls=-5741122384513536200extreme_values--5741122384513536200lastn role=tab data-toggle=tab&gt;Maximum 10 values&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-5741122384513536200extreme_values--5741122384513536200firstn&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=20201039&gt; 20201039 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201040&gt; 20201040 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201041&gt; 20201041 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201042&gt; 20201042 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201043&gt; 20201043 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201045&gt; 20201045 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201046&gt; 20201046 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201047&gt; 20201047 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201048&gt; 20201048 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20201049&gt; 20201049 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-5741122384513536200extreme_values--5741122384513536200lastn&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=20233960&gt; 20233960 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233957&gt; 20233957 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233956&gt; 20233956 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233955&gt; 20233955 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233954&gt; 20233954 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233953&gt; 20233953 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233951&gt; 20233951 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233948&gt; 20233948 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233947&gt; 20233947 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=20233946&gt; 20233946 &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt;&lt; 0.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-1271532794597387274&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=Language&gt;&lt;a href=#pp_var_-1271532794597387274&gt;Language&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;1&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;&lt; 0.1%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; DE &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 4872&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--1271532794597387274, #minifreqtable-1271532794597387274&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--1271532794597387274 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-1271532794597387274bottom--1271532794597387274overview aria-controls=-1271532794597387274bottom--1271532794597387274overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-1271532794597387274bottom--1271532794597387274string aria-controls=-1271532794597387274bottom--1271532794597387274string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-1271532794597387274bottom--1271532794597387274word aria-controls=-1271532794597387274bottom--1271532794597387274word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-1271532794597387274bottom--1271532794597387274characters aria-controls=-1271532794597387274bottom--1271532794597387274characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-1271532794597387274bottom--1271532794597387274overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;2&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;9744&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;2&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;0 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;DE&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;DE&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;DE&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;DE&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;DE&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; 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Uppercase Letter &lt;/td&gt;&lt;td&gt;9744&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Uppercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=D&gt; D &lt;/td&gt;&lt;td&gt;4872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;4872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-1271532794597387274unicode--1271532794597387274scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;9744&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=D&gt; D &lt;/td&gt;&lt;td&gt;4872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;4872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-1271532794597387274unicode--1271532794597387274blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;9744&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=D&gt; D &lt;/td&gt;&lt;td&gt;4872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;4872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-8842599341337563854&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=SubmittedBy&gt;&lt;a href=#pp_var_-8842599341337563854&gt;SubmittedBy&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;285&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;5.8%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; Clivaz Christophe &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:1.7% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 77 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Quadri Lorenzo &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:1.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 72 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Schneider Meret &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:1.4% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 64 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Fraktion der Schweizerischen Volkspartei &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:1.4% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 63 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Nantermod Philippe &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:1.3% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 58 &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=10%&gt; Other values (280) &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 4538&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--8842599341337563854, #minifreqtable-8842599341337563854&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--8842599341337563854 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-8842599341337563854bottom--8842599341337563854overview aria-controls=-8842599341337563854bottom--8842599341337563854overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-8842599341337563854bottom--8842599341337563854string aria-controls=-8842599341337563854bottom--8842599341337563854string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-8842599341337563854bottom--8842599341337563854word aria-controls=-8842599341337563854bottom--8842599341337563854word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-8842599341337563854bottom--8842599341337563854characters aria-controls=-8842599341337563854bottom--8842599341337563854characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-8842599341337563854bottom--8842599341337563854overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;60&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;56&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;18.258415&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;8&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;88955&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;64&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;5 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;12 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.2%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;Pointet François&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;de la Reussille Denis&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;Addor Jean-Luc&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;Bulliard-Marbach Christine&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;Walder Nicolas&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-8842599341337563854bottom--8842599341337563854string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Common Values&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Clivaz Christophe&quot;&gt; Clivaz Christophe &lt;/td&gt;&lt;td&gt;77&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 1.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Quadri Lorenzo&quot;&gt; Quadri Lorenzo &lt;/td&gt;&lt;td&gt;72&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.7%&gt; &amp;nbsp; &lt;/div&gt; 1.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Schneider Meret&quot;&gt; Schneider Meret &lt;/td&gt;&lt;td&gt;64&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Fraktion der Schweizerischen Volkspartei&quot;&gt; Fraktion der Schweizerischen Volkspartei &lt;/td&gt;&lt;td&gt;63&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Nantermod Philippe&quot;&gt; Nantermod Philippe &lt;/td&gt;&lt;td&gt;58&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 1.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Romano Marco&quot;&gt; Romano Marco &lt;/td&gt;&lt;td&gt;56&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Molina Fabian&quot;&gt; Molina Fabian &lt;/td&gt;&lt;td&gt;56&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Schlatter Marionna&quot;&gt; Schlatter Marionna &lt;/td&gt;&lt;td&gt;55&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Addor Jean-Luc&quot;&gt; Addor Jean-Luc &lt;/td&gt;&lt;td&gt;55&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Klopfenstein Broggini Delphine&quot;&gt; Klopfenstein Broggini Delphine &lt;/td&gt;&lt;td&gt;55&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (275)&quot;&gt; Other values (275) &lt;/td&gt;&lt;td&gt;4261&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 87.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Length&lt;/h4&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
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&amp;nbsp; &lt;/div&gt; 1.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=und&gt; und &lt;/td&gt;&lt;td&gt;190&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=fraktion&gt; fraktion &lt;/td&gt;&lt;td&gt;160&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.6%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=christian&gt; christian &lt;/td&gt;&lt;td&gt;106&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=thomas&gt; thomas &lt;/td&gt;&lt;td&gt;105&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=schneider&gt; schneider &lt;/td&gt;&lt;td&gt;91&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.9%&gt; &amp;nbsp; &lt;/div&gt; 0.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=martina&gt; martina &lt;/td&gt;&lt;td&gt;88&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.9%&gt; &amp;nbsp; &lt;/div&gt; 0.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=marco&gt; marco &lt;/td&gt;&lt;td&gt;87&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.9%&gt; &amp;nbsp; &lt;/div&gt; 0.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=de&gt; de &lt;/td&gt;&lt;td&gt;87&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.9%&gt; &amp;nbsp; &lt;/div&gt; 0.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (483)&quot;&gt; Other values (483) &lt;/td&gt;&lt;td&gt;9849&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 88.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-8842599341337563854bottom--8842599341337563854characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-8842599341337563854unicode--8842599341337563854characters aria-controls=-8842599341337563854unicode--8842599341337563854characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-8842599341337563854unicode--8842599341337563854categories aria-controls=-8842599341337563854unicode--8842599341337563854categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-8842599341337563854unicode--8842599341337563854scripts aria-controls=-8842599341337563854unicode--8842599341337563854scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-8842599341337563854unicode--8842599341337563854blocks aria-controls=-8842599341337563854unicode--8842599341337563854blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-8842599341337563854unicode--8842599341337563854characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;8552&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.8%&gt; &amp;nbsp; &lt;/div&gt; 9.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;7763&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.1%&gt; &amp;nbsp; &lt;/div&gt; 8.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7626&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.6%&gt; &amp;nbsp; &lt;/div&gt; 8.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;7237&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.3%&gt; &amp;nbsp; &lt;/div&gt; 8.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;6315&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.2%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;6062&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.4%&gt; &amp;nbsp; &lt;/div&gt; 6.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;4510&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.2%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=l&gt; l &lt;/td&gt;&lt;td&gt;3806&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.8%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=o&gt; o &lt;/td&gt;&lt;td&gt;3805&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.8%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;3536&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.9%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (54)&quot;&gt; Other values (54) &lt;/td&gt;&lt;td&gt;29743&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 33.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-8842599341337563854unicode--8842599341337563854categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;70328&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 79.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Uppercase Letter&quot;&gt; Uppercase Letter &lt;/td&gt;&lt;td&gt;11385&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.2%&gt; &amp;nbsp; &lt;/div&gt; 12.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Space Separator&quot;&gt; Space Separator &lt;/td&gt;&lt;td&gt;6315&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:9.0%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Dash Punctuation&quot;&gt; Dash Punctuation &lt;/td&gt;&lt;td&gt;768&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Other Punctuation&quot;&gt; Other Punctuation &lt;/td&gt;&lt;td&gt;159&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;8552&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:58.5%&gt; 12.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;7763&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:53.1%&gt; 11.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7626&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:52.1%&gt; 10.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;7237&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:49.5%&gt; 10.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;6062&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:41.4%&gt; 8.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;4510&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.8%&gt; &amp;nbsp; &lt;/div&gt; 6.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=l&gt; l &lt;/td&gt;&lt;td&gt;3806&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.0%&gt; &amp;nbsp; &lt;/div&gt; 5.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=o&gt; o &lt;/td&gt;&lt;td&gt;3805&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.0%&gt; &amp;nbsp; &lt;/div&gt; 5.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;3536&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.2%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;2804&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.2%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (24)&quot;&gt; Other values (24) &lt;/td&gt;&lt;td&gt;14627&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 20.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Uppercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=M&gt; M &lt;/td&gt;&lt;td&gt;1360&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:40.3%&gt; 11.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=S&gt; S &lt;/td&gt;&lt;td&gt;1171&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.7%&gt; &amp;nbsp; &lt;/div&gt; 10.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=F&gt; F &lt;/td&gt;&lt;td&gt;930&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.6%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=B&gt; B &lt;/td&gt;&lt;td&gt;839&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.9%&gt; &amp;nbsp; &lt;/div&gt; 7.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=P&gt; P &lt;/td&gt;&lt;td&gt;729&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.6%&gt; &amp;nbsp; &lt;/div&gt; 6.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=C&gt; C &lt;/td&gt;&lt;td&gt;678&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.1%&gt; &amp;nbsp; &lt;/div&gt; 6.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=G&gt; G &lt;/td&gt;&lt;td&gt;655&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.4%&gt; &amp;nbsp; &lt;/div&gt; 5.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=K&gt; K &lt;/td&gt;&lt;td&gt;558&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.5%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=A&gt; A &lt;/td&gt;&lt;td&gt;548&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.3%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=R&gt; R &lt;/td&gt;&lt;td&gt;545&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.2%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (15)&quot;&gt; Other values (15) &lt;/td&gt;&lt;td&gt;3372&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;79&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 49.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;69&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:87.3%&gt; 43.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&#x27;&quot;&gt; &amp;#39; &lt;/td&gt;&lt;td&gt;11&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.9%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Space Separator&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;6315&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Dash Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;768&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-8842599341337563854unicode--8842599341337563854scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;81713&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 91.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Common&gt; Common &lt;/td&gt;&lt;td&gt;7242&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.9%&gt; &amp;nbsp; &lt;/div&gt; 8.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;8552&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:32.9%&gt; &amp;nbsp; &lt;/div&gt; 10.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;7763&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.8%&gt; &amp;nbsp; &lt;/div&gt; 9.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7626&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.3%&gt; &amp;nbsp; &lt;/div&gt; 9.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;7237&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.8%&gt; &amp;nbsp; &lt;/div&gt; 8.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;6062&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.3%&gt; &amp;nbsp; &lt;/div&gt; 7.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;4510&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.3%&gt; &amp;nbsp; &lt;/div&gt; 5.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=l&gt; l &lt;/td&gt;&lt;td&gt;3806&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.6%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=o&gt; o &lt;/td&gt;&lt;td&gt;3805&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.6%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;3536&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.6%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;2804&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.8%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (49)&quot;&gt; Other values (49) &lt;/td&gt;&lt;td&gt;26012&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 31.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Common&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;6315&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 87.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;768&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.2%&gt; &amp;nbsp; &lt;/div&gt; 10.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;79&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;69&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&#x27;&quot;&gt; &amp;#39; &lt;/td&gt;&lt;td&gt;11&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-8842599341337563854unicode--8842599341337563854blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;88023&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=None&gt; None &lt;/td&gt;&lt;td&gt;932&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;8552&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.7%&gt; &amp;nbsp; &lt;/div&gt; 9.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;7763&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 8.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7626&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.5%&gt; &amp;nbsp; &lt;/div&gt; 8.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;7237&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.1%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;6315&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.9%&gt; &amp;nbsp; &lt;/div&gt; 7.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;6062&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.0%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;4510&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.7%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=l&gt; l &lt;/td&gt;&lt;td&gt;3806&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.2%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=o&gt; o &lt;/td&gt;&lt;td&gt;3805&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.2%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;3536&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.3%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (46)&quot;&gt; Other values (46) &lt;/td&gt;&lt;td&gt;28811&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 32.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;None&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ü&gt; ü &lt;/td&gt;&lt;td&gt;434&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 46.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=é&gt; é &lt;/td&gt;&lt;td&gt;158&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.4%&gt; &amp;nbsp; &lt;/div&gt; 17.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ä&gt; ä &lt;/td&gt;&lt;td&gt;134&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.9%&gt; &amp;nbsp; &lt;/div&gt; 14.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ö&gt; ö &lt;/td&gt;&lt;td&gt;73&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.8%&gt; &amp;nbsp; &lt;/div&gt; 7.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=è&gt; è &lt;/td&gt;&lt;td&gt;62&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.3%&gt; &amp;nbsp; &lt;/div&gt; 6.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ç&gt; ç &lt;/td&gt;&lt;td&gt;36&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.3%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ë&gt; ë &lt;/td&gt;&lt;td&gt;27&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.2%&gt; &amp;nbsp; &lt;/div&gt; 2.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ò&gt; ò &lt;/td&gt;&lt;td&gt;8&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_1657318134273738151&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=Title&gt;&lt;a href=#pp_var_1657318134273738151&gt;Title&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p&gt;&lt;code&gt;HIGH CARDINALITY&lt;/code&gt;&amp;nbsp &lt;code&gt;UNIFORM&lt;/code&gt;&amp;nbsp &lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;4689&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;96.2%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; Digitalisierung und Weiterentwicklung der Schweizer Notrufe &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 6 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Vertrauenswürdige staatliche E-ID &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 6 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Titeläquivalenz für die höhere Berufsbildung &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 6 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Entlastungspaket zugunsten der Bevölkerung und Wirtschaft &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Swiss Green Investment Bank &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=10%&gt; Other values (4684) &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 4844&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-1657318134273738151, #minifreqtable1657318134273738151&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-1657318134273738151 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#1657318134273738151bottom-1657318134273738151overview aria-controls=1657318134273738151bottom-1657318134273738151overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#1657318134273738151bottom-1657318134273738151string aria-controls=1657318134273738151bottom-1657318134273738151string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#1657318134273738151bottom-1657318134273738151word aria-controls=1657318134273738151bottom-1657318134273738151word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#1657318134273738151bottom-1657318134273738151characters aria-controls=1657318134273738151bottom-1657318134273738151characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=1657318134273738151bottom-1657318134273738151overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;253&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;178&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;77.711002&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;12&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;378608&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;88&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;9 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;3 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;4547 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;93.3%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;Welche Prozesse des Staates stützen sich auf künstliche Intelligenz?&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;Externe Aufträge durch ausländische Unternehmen und Datenschutz&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;Bilanz der Entwicklungshilfe in Mali&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;Zertifizierung von Hilfswerken als Voraussetzung für die Vergabe von Fördergeldern durch die DEZA&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;Meeresbergbau in der Tiefsee. Ein notwendiges Moratorium&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=1657318134273738151bottom-1657318134273738151string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Common Values&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Digitalisierung und Weiterentwicklung der Schweizer Notrufe&quot;&gt; Digitalisierung und Weiterentwicklung der Schweizer Notrufe &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Vertrauenswürdige staatliche E-ID&quot;&gt; Vertrauenswürdige staatliche E-ID &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Titeläquivalenz für die höhere Berufsbildung&quot;&gt; Titeläquivalenz für die höhere Berufsbildung &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Entlastungspaket zugunsten der Bevölkerung und Wirtschaft&quot;&gt; Entlastungspaket zugunsten der Bevölkerung und Wirtschaft &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Swiss Green Investment Bank&quot;&gt; Swiss Green Investment Bank &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Völkerrechtliche Grundlagen für Reparationszahlungen an die Ukraine&quot;&gt; Völkerrechtliche Grundlagen für Reparationszahlungen an die Ukraine &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Präventionskampagnen gegen Gewalt&quot;&gt; Präventionskampagnen gegen Gewalt &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Arbeitszeit verkürzen!&quot;&gt; Arbeitszeit verkürzen! &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Keine Sistierung der Vorbereitungen für eine neue Landesausstellung&quot;&gt; Keine Sistierung der Vorbereitungen für eine neue Landesausstellung &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Bundesasylzentrum Boudry. Dringende Massnahmen sind erforderlich&quot;&gt; Bundesasylzentrum Boudry. Dringende Massnahmen sind erforderlich &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (4679)&quot;&gt; Other values (4679) &lt;/td&gt;&lt;td&gt;4823&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Length&lt;/h4&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
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       "L 52.12 10.8 \n",
       "&quot; style=&quot;fill: none&quot;/&gt;&lt;/g&gt;&lt;g id=patch_54&gt;&lt;path d=&quot;M 493.2 175.735396 \n",
       "L 493.2 10.8 \n",
       "&quot; style=&quot;fill: none&quot;/&gt;&lt;/g&gt;&lt;g id=patch_55&gt;&lt;path d=&quot;M 52.12 175.735396 \n",
       "L 493.2 175.735396 \n",
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       "L 493.2 10.8 \n",
       "&quot; style=&quot;fill: none&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p64fc67ddd9&gt;&lt;rect x=52.12 y=10.8 width=441.08 height=164.935396 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; Histogram of lengths of the category &lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=1657318134273738151bottom-1657318134273738151word&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=der&gt; der &lt;/td&gt;&lt;td&gt;2670&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:7.9%&gt; &amp;nbsp; &lt;/div&gt; 6.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=und&gt; und &lt;/td&gt;&lt;td&gt;1788&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.3%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=die&gt; die &lt;/td&gt;&lt;td&gt;1462&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.3%&gt; &amp;nbsp; &lt;/div&gt; 3.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=für&gt; für &lt;/td&gt;&lt;td&gt;1108&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.3%&gt; &amp;nbsp; &lt;/div&gt; 2.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=von&gt; von &lt;/td&gt;&lt;td&gt;916&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.7%&gt; &amp;nbsp; &lt;/div&gt; 2.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=in&gt; in &lt;/td&gt;&lt;td&gt;783&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.3%&gt; &amp;nbsp; &lt;/div&gt; 1.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=des&gt; des &lt;/td&gt;&lt;td&gt;645&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=den&gt; den &lt;/td&gt;&lt;td&gt;497&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=im&gt; im &lt;/td&gt;&lt;td&gt;477&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=schweiz&gt; schweiz &lt;/td&gt;&lt;td&gt;467&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (11159)&quot;&gt; Other values (11159) &lt;/td&gt;&lt;td&gt;33688&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 75.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=1657318134273738151bottom-1657318134273738151characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#1657318134273738151unicode-1657318134273738151characters aria-controls=1657318134273738151unicode-1657318134273738151characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#1657318134273738151unicode-1657318134273738151categories aria-controls=1657318134273738151unicode-1657318134273738151categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#1657318134273738151unicode-1657318134273738151scripts aria-controls=1657318134273738151unicode-1657318134273738151scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#1657318134273738151unicode-1657318134273738151blocks aria-controls=1657318134273738151unicode-1657318134273738151blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=1657318134273738151unicode-1657318134273738151characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;49450&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:39.9%&gt; &amp;nbsp; &lt;/div&gt; 13.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;39643&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:32.0%&gt; &amp;nbsp; &lt;/div&gt; 10.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;34146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.5%&gt; &amp;nbsp; &lt;/div&gt; 9.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;24965&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.1%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;24782&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.0%&gt; &amp;nbsp; &lt;/div&gt; 6.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;19534&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.7%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;18874&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.2%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;15133&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.2%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;14650&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.8%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;13377&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.8%&gt; &amp;nbsp; &lt;/div&gt; 3.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (78)&quot;&gt; Other values (78) &lt;/td&gt;&lt;td&gt;124054&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 32.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=1657318134273738151unicode-1657318134273738151categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;308181&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 81.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Space Separator&quot;&gt; Space Separator &lt;/td&gt;&lt;td&gt;39643&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.9%&gt; &amp;nbsp; &lt;/div&gt; 10.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Uppercase Letter&quot;&gt; Uppercase Letter &lt;/td&gt;&lt;td&gt;23754&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:7.7%&gt; &amp;nbsp; &lt;/div&gt; 6.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Other Punctuation&quot;&gt; Other Punctuation &lt;/td&gt;&lt;td&gt;3944&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Decimal Number&quot;&gt; Decimal Number &lt;/td&gt;&lt;td&gt;1501&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.5%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Dash Punctuation&quot;&gt; Dash Punctuation &lt;/td&gt;&lt;td&gt;1355&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Open Punctuation&quot;&gt; Open Punctuation &lt;/td&gt;&lt;td&gt;114&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Close Punctuation&quot;&gt; Close Punctuation &lt;/td&gt;&lt;td&gt;114&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Math Symbol&quot;&gt; Math Symbol &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;49450&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:60.9%&gt; 16.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;34146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:42.1%&gt; 11.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;24965&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.8%&gt; &amp;nbsp; &lt;/div&gt; 8.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;24782&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.5%&gt; &amp;nbsp; &lt;/div&gt; 8.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;19534&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.1%&gt; &amp;nbsp; &lt;/div&gt; 6.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;18874&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.3%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;15133&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.6%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;14650&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.1%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;13377&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.5%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;12110&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.9%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (25)&quot;&gt; Other values (25) &lt;/td&gt;&lt;td&gt;81160&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 26.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Uppercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=S&gt; S &lt;/td&gt;&lt;td&gt;2817&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.2%&gt; &amp;nbsp; &lt;/div&gt; 11.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=A&gt; A &lt;/td&gt;&lt;td&gt;2042&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.8%&gt; &amp;nbsp; &lt;/div&gt; 8.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=B&gt; B &lt;/td&gt;&lt;td&gt;2028&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.6%&gt; &amp;nbsp; &lt;/div&gt; 8.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;1464&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.8%&gt; &amp;nbsp; &lt;/div&gt; 6.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=K&gt; K &lt;/td&gt;&lt;td&gt;1329&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.1%&gt; &amp;nbsp; &lt;/div&gt; 5.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=W&gt; W &lt;/td&gt;&lt;td&gt;1270&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.4%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=V&gt; V &lt;/td&gt;&lt;td&gt;1171&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.2%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=G&gt; G &lt;/td&gt;&lt;td&gt;1162&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.1%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=M&gt; M &lt;/td&gt;&lt;td&gt;1114&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=F&gt; F &lt;/td&gt;&lt;td&gt;1112&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (19)&quot;&gt; Other values (19) &lt;/td&gt;&lt;td&gt;8245&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Decimal Number&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=2&gt; 2 &lt;/td&gt;&lt;td&gt;429&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 28.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0&gt; 0 &lt;/td&gt;&lt;td&gt;286&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:66.7%&gt; 19.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt; 1 &lt;/td&gt;&lt;td&gt;264&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:61.5%&gt; 17.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=9&gt; 9 &lt;/td&gt;&lt;td&gt;150&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.0%&gt; &amp;nbsp; &lt;/div&gt; 10.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3&gt; 3 &lt;/td&gt;&lt;td&gt;117&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.3%&gt; &amp;nbsp; &lt;/div&gt; 7.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=5&gt; 5 &lt;/td&gt;&lt;td&gt;116&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.0%&gt; &amp;nbsp; &lt;/div&gt; 7.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=4&gt; 4 &lt;/td&gt;&lt;td&gt;54&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.6%&gt; &amp;nbsp; &lt;/div&gt; 3.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=6&gt; 6 &lt;/td&gt;&lt;td&gt;32&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:7.5%&gt; &amp;nbsp; &lt;/div&gt; 2.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=7&gt; 7 &lt;/td&gt;&lt;td&gt;30&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:7.0%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=8&gt; 8 &lt;/td&gt;&lt;td&gt;23&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.4%&gt; &amp;nbsp; &lt;/div&gt; 1.5% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;1598&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 40.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=?&gt; ? &lt;/td&gt;&lt;td&gt;1150&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:72.0%&gt; 29.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;721&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:45.1%&gt; 18.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;&quot;&#x27;&gt; &amp;#34; &lt;/td&gt;&lt;td&gt;252&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.8%&gt; &amp;nbsp; &lt;/div&gt; 6.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=!&gt; ! &lt;/td&gt;&lt;td&gt;173&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.8%&gt; &amp;nbsp; &lt;/div&gt; 4.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=/ &gt; / &lt;/td&gt;&lt;td&gt;36&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.3%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&#x27;&quot;&gt; &amp;#39; &lt;/td&gt;&lt;td&gt;8&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.5%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=:&gt; : &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Dash Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;1338&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 98.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=–&gt; – &lt;/td&gt;&lt;td&gt;17&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Space Separator&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;39643&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Open Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=(&gt; ( &lt;/td&gt;&lt;td&gt;114&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Close Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=)&gt; ) &lt;/td&gt;&lt;td&gt;114&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Math Symbol&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=+&gt; + &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=1657318134273738151unicode-1657318134273738151scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;331935&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 87.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Common&gt; Common &lt;/td&gt;&lt;td&gt;46673&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.1%&gt; &amp;nbsp; &lt;/div&gt; 12.3% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;49450&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:47.1%&gt; 14.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;34146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:32.5%&gt; &amp;nbsp; &lt;/div&gt; 10.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;24965&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.8%&gt; &amp;nbsp; &lt;/div&gt; 7.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;24782&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.6%&gt; &amp;nbsp; &lt;/div&gt; 7.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;19534&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.6%&gt; &amp;nbsp; &lt;/div&gt; 5.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;18874&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.0%&gt; &amp;nbsp; &lt;/div&gt; 5.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;15133&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.4%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;14650&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.0%&gt; &amp;nbsp; &lt;/div&gt; 4.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;13377&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.8%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;12110&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.5%&gt; &amp;nbsp; &lt;/div&gt; 3.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (54)&quot;&gt; Other values (54) &lt;/td&gt;&lt;td&gt;104914&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 31.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Common&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;39643&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 84.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;1598&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.0%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;1338&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.4%&gt; &amp;nbsp; &lt;/div&gt; 2.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=?&gt; ? &lt;/td&gt;&lt;td&gt;1150&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.9%&gt; &amp;nbsp; &lt;/div&gt; 2.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;721&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 1.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2&gt; 2 &lt;/td&gt;&lt;td&gt;429&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0&gt; 0 &lt;/td&gt;&lt;td&gt;286&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.7%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt; 1 &lt;/td&gt;&lt;td&gt;264&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.7%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;&quot;&#x27;&gt; &amp;#34; &lt;/td&gt;&lt;td&gt;252&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.6%&gt; &amp;nbsp; &lt;/div&gt; 0.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=!&gt; ! &lt;/td&gt;&lt;td&gt;173&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (14)&quot;&gt; Other values (14) &lt;/td&gt;&lt;td&gt;819&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.1%&gt; &amp;nbsp; &lt;/div&gt; 1.8% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=1657318134273738151unicode-1657318134273738151blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;372697&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 98.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=None&gt; None &lt;/td&gt;&lt;td&gt;5894&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.6%&gt; &amp;nbsp; &lt;/div&gt; 1.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Punctuation&gt; Punctuation &lt;/td&gt;&lt;td&gt;17&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;49450&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:41.9%&gt; 13.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;39643&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:33.6%&gt; &amp;nbsp; &lt;/div&gt; 10.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;34146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.9%&gt; &amp;nbsp; &lt;/div&gt; 9.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;24965&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.1%&gt; &amp;nbsp; &lt;/div&gt; 6.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;24782&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.0%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;19534&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.5%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;18874&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.0%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;15133&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.8%&gt; &amp;nbsp; &lt;/div&gt; 4.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;14650&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.4%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;13377&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.3%&gt; &amp;nbsp; &lt;/div&gt; 3.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (65)&quot;&gt; Other values (65) &lt;/td&gt;&lt;td&gt;118143&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 31.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;None&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ü&gt; ü &lt;/td&gt;&lt;td&gt;2520&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 42.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ä&gt; ä &lt;/td&gt;&lt;td&gt;2263&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:89.8%&gt; 38.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ö&gt; ö &lt;/td&gt;&lt;td&gt;903&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.8%&gt; &amp;nbsp; &lt;/div&gt; 15.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ü&gt; Ü &lt;/td&gt;&lt;td&gt;105&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.2%&gt; &amp;nbsp; &lt;/div&gt; 1.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ö&gt; Ö &lt;/td&gt;&lt;td&gt;52&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.1%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ä&gt; Ä &lt;/td&gt;&lt;td&gt;35&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=é&gt; é &lt;/td&gt;&lt;td&gt;9&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=è&gt; è &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ô&gt; ô &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ê&gt; ê &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (2)&quot;&gt; Other values (2) &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=–&gt; – &lt;/td&gt;&lt;td&gt;17&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-3577542453192388126&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=SubmittedText&gt;&lt;a href=#pp_var_-3577542453192388126&gt;SubmittedText&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p&gt;&lt;code&gt;HIGH CARDINALITY&lt;/code&gt;&amp;nbsp &lt;code&gt;UNIFORM&lt;/code&gt;&amp;nbsp &lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;4761&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;97.7%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; Der Bundesrat wird beauftragt, die Abschlüsse der höheren Berufsbildung gemäss den Artikeln 26 bis 29 BBG aufzuwerten, indem jene Titelbezeichnungen gesetzlich verankert werden, welche die Titel- und Niveauäquivalenz mit anderen Titelbezeichnungen im In- und Ausland herstellen (&amp;#34;Professional Bachelor&amp;#34;, &amp;#34;Professional Master&amp;#34;). &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 6 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Der Bundesrat wird damit beauftragt, ein staatliches elektronisches Identifikationsmittel zum Nachweis der eigenen Identität (Authentifizierung) in der virtuellen Welt, vergleichbar mit Identitätskarte oder Pass in der physischen Welt, zu schaffen. Dabei sollen insbesondere die Grundsätze &amp;#34;privacy by design&amp;#34;, Datensparsamkeit und dezentrale Datenspeicherung (wie Speicherung der Ausweisdaten bei den Benutzerinnen und Benutzer) eingehalten werden. Diese E-ID darf auf privatwirtschaftlich entwickelten Produkten und Diensten beruhen. Der Ausstellungsprozess und der Gesamtbetrieb der Lösung muss aber in der Verantwortung staatlicher, spezialisierter Behörden erfolgen. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Der Bundesrat wird beauftragt, Massnahmen zu ergreifen, um auf internationaler Ebene die Grundlagen für einen Reparationsmechanismus zu Gunsten eines völkerrechtswidrig angegriffenen Staates und zu Lasten des Staatsvermögens des kriegführenden Aggressors zu erarbeiten. In internationaler Koordination sind die völkerrechtlichen Grundlagen zu klären und ein konkreter Mechanismus vorzuschlagen, der es erlaubt, die durch die Sanktionen eingefrorenen staatlichen (u.a. Zentralbankgelder) oder staatsnahen Gelder (u.a. Vermögen von Staatsbetrieben) rechtmässig an das angegriffene Land zu überweisen. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Der Bundesrat wird beauftragt, dem Parlament eine Vorlage zur Schaffung einer unabhängigen Investitionsbank zur subsidiären Finanzierung von ökologischen Transformationsprojekten im In- und Ausland zu unterbreiten. Die Institution soll innovative Vorhaben, die besonders klima- und biodiversitätswirksam sind, aber durch den Markt aktuell nicht genügend umfangreich und schnell finanziert werden, ganzheitlich und evidenzbasiert bewerten. Sie soll durch die Hebelwirkung ihres eigenen finanziellen Engagements und ihrer Fachkompetenz substanziell privates Kapital mobilisieren und damit einen Beitrag leisten, die Schweiz als führendes Land für nachhaltige Finanzdienstleistungen zu positionieren. Ein transparentes Monitoringsystem garantiert die angestrebte Wirkung und Mobilisierung. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Der Bundesrat wird beauftragt, die gesetzliche Grundlage für die Weiterentwicklung und Digitalisierung der Schweizer Notrufe zu schaffen und übernimmt dabei eine koordinierende Rolle. Insbesondere muss ein barrierefreies Angebot ermöglicht werden. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 4 &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=10%&gt; Other values (4756) &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 4847&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom--3577542453192388126, #minifreqtable-3577542453192388126&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom--3577542453192388126 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-3577542453192388126bottom--3577542453192388126overview aria-controls=-3577542453192388126bottom--3577542453192388126overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-3577542453192388126bottom--3577542453192388126string aria-controls=-3577542453192388126bottom--3577542453192388126string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-3577542453192388126bottom--3577542453192388126word aria-controls=-3577542453192388126bottom--3577542453192388126word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-3577542453192388126bottom--3577542453192388126characters aria-controls=-3577542453192388126bottom--3577542453192388126characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-3577542453192388126bottom--3577542453192388126overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;6892&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;2086&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;1225.0601&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;73&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;5968493&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;120&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;13 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;3 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;4674 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;95.9%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;Der Bundesrat hat Ende des Jahres 2020 die Leitlinien &amp;#34;Künstliche Intelligenz&amp;#34; für die Bundesverwaltung verabschiedet.Es ist äusserst wichtig, dass die Schweiz ein Ort ist, der die Entwicklung der künstlichen Intelligenz (KI) und die Kenntnisse darüber fördert. Die Schweiz kann die digitale Wende nur mit Fachkenntnissen auf diesem Gebiet schaffen, da diese das Risiko verringern, ziellos dahinzutreiben.Der Punkt &amp;#34;Entwicklung und Einsatz von KI innerhalb des Bundes&amp;#34; kann zahlreiche Fragen und berechtigte Bedenken hinsichtlich der Kenntnisse und der Kontrolle über die auf KI gestützten Prozesse aufwerfen.Deshalb stelle ich dem Bundesrat folgende Fragen:1. Welche Prozesse des Staates stützen sich derzeit auf KI?2. Stützen sich derzeit Entscheidungsprozesse, die Menschen direkt betreffen, auf KI-Systeme?3. Welche Projekte mit dem Ziel, KI-Systeme einzusetzen, laufen derzeit, und in welcher Phase befinden sie sich?4. Ist vorgesehen, regelmässig eine Liste aller eingesetzten KI-Systeme zu veröffentlichen?&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;Im Zuge der Covid-19-Pandemie und jetzt mit der Energie- und Versorgungskrise wurde deutlich, wie wichtig es ist, bei der Erbringung grundlegender Leistungen für den Bund über nationale Kompetenzen zu verfügen.Während viele Unternehmen dies erkannt haben und eine auf kurzen Distanzen beruhende Produktions- und Versorgungsstrategie verfolgen, stellt sich die Frage, welche Strategie der Bund für seine eigenen Dienste verfolgt.Zwar liegt der Fokus häufig auf Gütern, doch sollten auch die grundlegenden Dienste speziell beachtet werden. Dies gilt insbesondere für die Bereitstellung und Wartung unserer IT-Systeme, sei es auf Hardware- oder vor allem auf Softwareebene.- Können Sie uns mitteilen, ob in strategischen Sektoren ausländische Anbieter für die Entwicklung und Wartung von Software herangezogen werden und welche Gründe den Bund dazu veranlasst haben, einen oder mehrere Aufträge ins Ausland zu vergeben?- Welche Länder werden für diese Aufträge in Betracht bezogen? Wird garantiert, dass die bekanntgegebenen Daten vertraulich und ohne Risiko für die Informatiksicherheit unseres Landes verwendet werden?&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;Nach 43 Jahren Entwicklungshilfe in Mali stelle ich die folgenden Fragen:- Wieviel hat der Bund in die Entwicklungshilfe und andere Arten von humanitärer Hilfe investiert?- Welche Bilanz zieht der Bundesrat angesichts der Instabilität, der Korruption, der weit verbreiteten Armut, der mangelnden Sicherheit oder auch des Dschihadismus?- Kann der Bundesrat seine Strategie offenlegen und erläutern, ob er gedenkt, die zahlreichen Engagements fortzuführen? Falls ja, welches sind die Grundzüge seiner Strategie?&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;In seiner Strategie der Internationalen Zusammenarbeit 2021-2024 legt der Bundesrat die strategische Ausrichtung der Entwicklungszusammenarbeit, der humanitären Hilfe sowie der Förderung des Friedens und der menschlichen Sicherheit für die nächsten vier Jahre fest. Er hat in diesem Zusammenhang vier Rahmenkredite im Gesamtbetrag von 11,25 Milliarden Franken beantragt. Ein massgeblicher Teil dieser Mittel wird von der Direktion für Entwicklung und Zusammenarbeit (DEZA) beansprucht. Seit 2019 arbeitet die DEZA offenbar ausschliesslich mit Hilfswerken zusammen, die über das Gütesiegel der privaten Zertifizierungsstelle ZEWO (&amp;#34;Zentrale Auskunftsstelle für Wohlfahrtsunternehmungen&amp;#34;) verfügen. In diesem Zusammenhang stellen sich die folgenden Fragen:1. Der vom Bund in Auftrag gegebene Bericht &amp;#34;Independent Evaluation of SDC Partnerships with Swiss NGO&amp;#39;s&amp;#34; (Oktober 2017) enthält die Empfehlung, sich bei der Vergabe von Fördergeldern an Hilfswerke nicht nur auf eine einzige Zertifizierungs-stelle abzustützen. Wie beurteilt der Bundesrat diese Empfehlung?2. Die DEZA kommuniziert gegenüber der Öffentlichkeit, dass das ZEWO-Gütesiegel Voraussetzung für den Erhalt von Fördergeldern als Partnerorganisation der DEZA ist. Kann der Bundesrat diesen Befund bestätigen?3. Ist der Bundesrat nicht auch der Ansicht, dass die Anerkennung von nur gerade einer einzigen, privaten Zertifizierungsstelle Hilfswerke diskriminieren kann, die anderweitig gleichwertig zertifiziert sind?4. Ist der Bundesrat nicht auch der Ansicht, dass mit der ausschliesslichen Zusammenarbeit der DEZA mit der ZEWO andere, gleichwertige Zertifizierungsstellen diskriminiert werden?5. Wieso definiert die DEZA nicht eigene Qualitätsstandards für die Vergabe von Fördergeldern und lässt diese Standards von einer unabhängigen Stelle auditieren?6. Ist das EDA grundsätzlich bereit, den Zertifizierungsprozess der DEZA im Zusammenhang mit der Vergabe von Fördergeldern zu überprüfen?&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;Beim Meeresbergbau in der Tiefsee handelt es sich um den Abbau von Rohstoffen (Metallen) in Tiefen bis zu 6500 m. Das erklärte Ziel ist die Verwendung dieser Ressourcen zur Weiterentwicklung erneuerbarer Energien und der E-Mobilität (Batterien). Die Auswirkungen auf die Meeresumwelt könnten jedoch enorm sein, von der grossflächigen Zerstörung von Lebensräumen über die Verschmutzung des Wassers durch aufgewirbelte Sedimente bis zu einer allgemeinen Lichtverschmutzung und vor allem Lärmbelastung. Empfindliche Mechanismen, die für die CO2-Speicherung im Meer unerlässlich sind, könnten ebenfalls erheblich gestört werden. Und Fischerinnen und Fischer befürchten negative Auswirkungen auf die Fischbestände. Auf Druck einer Handvoll Staaten und einiger grosser Rohstoffkonzerne, und trotz fehlender wissenschaftlicher Grundlage für wirksame Regeln zum Schutz der Umwelt, verhandelt die Internationale Meeresbodenbehörde zurzeit über Vorschriften, die den Übergang von der Erforschung zur Ausbeutung von Mineralien des Tiefseebodens in internationalen Gewässern ermöglichen würden.Wissenschaftlerinnen und Wissenschaftler, NGOs, Unternehmen (Samsung, BMW, Volvo oder auch Google) und immer mehr politische Entscheidungsträger (wie auch das Europäische Parlament) sprechen sich gegen diese Vorgehensweise aus und verlangen ein Moratorium für den Tiefseebergbau. Während dieser Zeit sollen die Auswirkungen auf die Umwelt besser erforscht, und der tatsächliche Bedarf an Metallen soll ermittelt werden; dabei sollen das vielversprechende Potenzial der Kreislaufwirtschaft und der Sharing Economy, des Recyclings und der Entwicklung neuer ressourcenschonender Technologien berücksichtigt werden.Gemäss dem Prinzip des gemeinsamen Erbes der Menschheit und in ihrer Rolle als Mitglied und Geldgeberin der Internationalen Meeresbodenbehörde und als Drehscheibe des Rohstoffhandels trägt die Schweiz eine besondere Verantwortung, sich für den Schutz der Meeresumwelt vor potenziell zerstörerischen Tätigkeiten einzusetzen.Daher bitte ich den Bundesrat, die folgenden Fragen zu beantworten:1. Wie steht der Bundesrat zum Meeresbergbau in der Tiefsee? Befürwortet er ein Moratorium?2. Gedenkt die Schweiz von ihrem Knowhow im Bereich der Gouvernanz Gebrauch zu machen und sich angesichts der grossen Risiken für unseren Planeten in der Gouvernanz der Internationalen Meeresbodenbehörde zu engagieren? &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-3577542453192388126bottom--3577542453192388126string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Common Values&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&#x27;Der Bundesrat wird beauftragt, die Abschlüsse der höheren Berufsbildung gemäss den Artikeln 26 bis 29 BBG aufzuwerten, indem jene Titelbezeichnungen gesetzlich verankert werden, welche die Titel- und Niveauäquivalenz mit anderen Titelbezeichnungen im In- und Ausland herstellen (&quot;Professional Bachelor&quot;, &quot;Professional Master&quot;).&#x27;&gt; Der Bundesrat wird beauftragt, die Abschlüsse der höheren Berufsbildung gemäss den Artikeln 26 bis 29 BBG aufzuwerten, indem jene Titelbezeichnungen gesetzlich verankert werden, welche die Titel- und Niveauäquivalenz mit anderen Titelbezeichnungen im In- und Ausland herstellen (&amp;#34;Professional Bachelor&amp;#34;, &amp;#34;Professional Master&amp;#34;). &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;Der Bundesrat wird damit beauftragt, ein staatliches elektronisches Identifikationsmittel zum Nachweis der eigenen Identität (Authentifizierung) in der virtuellen Welt, vergleichbar mit Identitätskarte oder Pass in der physischen Welt, zu schaffen. Dabei sollen insbesondere die Grundsätze &quot;privacy by design&quot;, Datensparsamkeit und dezentrale Datenspeicherung (wie Speicherung der Ausweisdaten bei den Benutzerinnen und Benutzer) eingehalten werden. Diese E-ID darf auf privatwirtschaftlich entwickelten Produkten und Diensten beruhen. Der Ausstellungsprozess und der Gesamtbetrieb der Lösung muss aber in der Verantwortung staatlicher, spezialisierter Behörden erfolgen.&#x27;&gt; Der Bundesrat wird damit beauftragt, ein staatliches elektronisches Identifikationsmittel zum Nachweis der eigenen Identität (Authentifizierung) in der virtuellen Welt, vergleichbar mit Identitätskarte oder Pass in der physischen Welt, zu schaffen. Dabei sollen insbesondere die Grundsätze &amp;#34;privacy by design&amp;#34;, Datensparsamkeit und dezentrale Datenspeicherung (wie Speicherung der Ausweisdaten bei den Benutzerinnen und Benutzer) eingehalten werden. Diese E-ID darf auf privatwirtschaftlich entwickelten Produkten und Diensten beruhen. Der Ausstellungsprozess und der Gesamtbetrieb der Lösung muss aber in der Verantwortung staatlicher, spezialisierter Behörden erfolgen. &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Bundesrat wird beauftragt, Massnahmen zu ergreifen, um auf internationaler Ebene die Grundlagen für einen Reparationsmechanismus zu Gunsten eines völkerrechtswidrig angegriffenen Staates und zu Lasten des Staatsvermögens des kriegführenden Aggressors zu erarbeiten. In internationaler Koordination sind die völkerrechtlichen Grundlagen zu klären und ein konkreter Mechanismus vorzuschlagen, der es erlaubt, die durch die Sanktionen eingefrorenen staatlichen (u.a. Zentralbankgelder) oder staatsnahen Gelder (u.a. Vermögen von Staatsbetrieben) rechtmässig an das angegriffene Land zu überweisen.&quot;&gt; Der Bundesrat wird beauftragt, Massnahmen zu ergreifen, um auf internationaler Ebene die Grundlagen für einen Reparationsmechanismus zu Gunsten eines völkerrechtswidrig angegriffenen Staates und zu Lasten des Staatsvermögens des kriegführenden Aggressors zu erarbeiten. In internationaler Koordination sind die völkerrechtlichen Grundlagen zu klären und ein konkreter Mechanismus vorzuschlagen, der es erlaubt, die durch die Sanktionen eingefrorenen staatlichen (u.a. Zentralbankgelder) oder staatsnahen Gelder (u.a. Vermögen von Staatsbetrieben) rechtmässig an das angegriffene Land zu überweisen. &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Bundesrat wird beauftragt, dem Parlament eine Vorlage zur Schaffung einer unabhängigen Investitionsbank zur subsidiären Finanzierung von ökologischen Transformationsprojekten im In- und Ausland zu unterbreiten. Die Institution soll innovative Vorhaben, die besonders klima- und biodiversitätswirksam sind, aber durch den Markt aktuell nicht genügend umfangreich und schnell finanziert werden, ganzheitlich und evidenzbasiert bewerten. Sie soll durch die Hebelwirkung ihres eigenen finanziellen Engagements und ihrer Fachkompetenz substanziell privates Kapital mobilisieren und damit einen Beitrag leisten, die Schweiz als führendes Land für nachhaltige Finanzdienstleistungen zu positionieren. Ein transparentes Monitoringsystem garantiert die angestrebte Wirkung und Mobilisierung.&quot;&gt; Der Bundesrat wird beauftragt, dem Parlament eine Vorlage zur Schaffung einer unabhängigen Investitionsbank zur subsidiären Finanzierung von ökologischen Transformationsprojekten im In- und Ausland zu unterbreiten. Die Institution soll innovative Vorhaben, die besonders klima- und biodiversitätswirksam sind, aber durch den Markt aktuell nicht genügend umfangreich und schnell finanziert werden, ganzheitlich und evidenzbasiert bewerten. Sie soll durch die Hebelwirkung ihres eigenen finanziellen Engagements und ihrer Fachkompetenz substanziell privates Kapital mobilisieren und damit einen Beitrag leisten, die Schweiz als führendes Land für nachhaltige Finanzdienstleistungen zu positionieren. Ein transparentes Monitoringsystem garantiert die angestrebte Wirkung und Mobilisierung. &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Bundesrat wird beauftragt, die gesetzliche Grundlage für die Weiterentwicklung und Digitalisierung der Schweizer Notrufe zu schaffen und übernimmt dabei eine koordinierende Rolle. Insbesondere muss ein barrierefreies Angebot ermöglicht werden.&quot;&gt; Der Bundesrat wird beauftragt, die gesetzliche Grundlage für die Weiterentwicklung und Digitalisierung der Schweizer Notrufe zu schaffen und übernimmt dabei eine koordinierende Rolle. Insbesondere muss ein barrierefreies Angebot ermöglicht werden. &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Krieg in der Ukraine in Verbindung mit der Zunahme anderer Migrationsströme setzt das Asylsystem, insbesondere die Bundesasylzentren (BAZ), unter Druck.Das BAZ Boudry im Kanton Neuenburg ist eines der sechs Zentren des Bundes mit Verfahrensfunktion. Es übernimmt ein Viertel der in der Schweiz gestellten Asylgesuche und ist damit das grösste BAZ.Für das BAZ Boudry war ursprünglich eine maximale Belegung von 480 Schlafplätzen festgelegt worden (Absichtserklärung, 2015). Aufgrund der Erweiterung des Standorts im Zusammenhang mit der Covid-19-Pandemie wurde die Maximalkapazität auf 684 Plätze erhöht. In der Zeit mit den höchsten Belegungsquoten wurden Spitzenwerte von über 800 Personen verzeichnet. Der Standort ist für eine solche Belegung und für eine Gemeinde mit einer Bevölkerung von 6000 Personen ungeeignet. Unsoziales Verhalten und wiederholte Straftaten führen zu Unsicherheit und wachsendem Unbehagen in der Bevölkerung, obwohl diese die Aufnahme von Geflüchteten im Allgemeinen befürwortet. Selbst wenn nur eine kleine Anzahl der Asylsuchenden auf diese Weise auffällt, wird das gesamte System in Misskredit gebracht. Die Situation hat sich in den letzten Monaten stark verschärft. Durch die Überlastung verschlechtern sich auch die Lebensbedingungen im BAZ, und es entstehen Spannungen.Es müssen daher dringend Massnahmen ergriffen werden, damit die BAZ zu ihrer erlaubten Maximalkapazität zurückkehren und die Aufnahmebedingungen in den Zentren verbessert werden können.Wir bitten den Bundesrat um die Beantwortung folgender Fragen:- Ist er bereit, rasch alle Massnahmen zu ergreifen, damit das Bundesasylzentrum zu seiner ursprünglichen Maximalkapazität von 480 Schlafplätzen zurückkehren kann? Und wie soll dies bewerkstelligt werden?- Das ursprüngliche Vorhaben, einen Puffer für Spitzenwerte bei der Anzahl der Asylgesuche einzuplanen, wurde aufgegeben. Wie gedenkt der Bundesrat künftig mit solchen Spitzenwerten umzugehen, ohne die BAZ zu überlasten?- Die Pauschalbeträge des Bundes an die Sicherheitskosten, die den Kantonen gemäss Artikel 41 der Asylverordnung 2 gezahlt werden, sind unzureichend. Zieht der Bundesrat in Betracht, diese Beiträge zu erhöhen?- Besonders häufig ist unsoziales Verhalten in öffentlichen Verkehrsmitteln anzutreffen. Ist der Bundesrat bereit, die Gemeinde und den Kanton dabei zu unterstützen, um dort die Sicherheit zu gewährleisten?- Die Praxis in anderen Asylzentren hat gezeigt, dass eine Verbesserung der Aufnahmebedingungen für Geflüchtete nicht nur die Lebensbedingungen, sondern auch die Beziehung zur Bevölkerung verbessert. Welche dahingehenden Massnahmen sieht der Bundesrat dazu vor?&quot;&gt; Der Krieg in der Ukraine in Verbindung mit der Zunahme anderer Migrationsströme setzt das Asylsystem, insbesondere die Bundesasylzentren (BAZ), unter Druck.Das BAZ Boudry im Kanton Neuenburg ist eines der sechs Zentren des Bundes mit Verfahrensfunktion. Es übernimmt ein Viertel der in der Schweiz gestellten Asylgesuche und ist damit das grösste BAZ.Für das BAZ Boudry war ursprünglich eine maximale Belegung von 480 Schlafplätzen festgelegt worden (Absichtserklärung, 2015). Aufgrund der Erweiterung des Standorts im Zusammenhang mit der Covid-19-Pandemie wurde die Maximalkapazität auf 684 Plätze erhöht. In der Zeit mit den höchsten Belegungsquoten wurden Spitzenwerte von über 800 Personen verzeichnet. Der Standort ist für eine solche Belegung und für eine Gemeinde mit einer Bevölkerung von 6000 Personen ungeeignet. Unsoziales Verhalten und wiederholte Straftaten führen zu Unsicherheit und wachsendem Unbehagen in der Bevölkerung, obwohl diese die Aufnahme von Geflüchteten im Allgemeinen befürwortet. Selbst wenn nur eine kleine Anzahl der Asylsuchenden auf diese Weise auffällt, wird das gesamte System in Misskredit gebracht. Die Situation hat sich in den letzten Monaten stark verschärft. Durch die Überlastung verschlechtern sich auch die Lebensbedingungen im BAZ, und es entstehen Spannungen.Es müssen daher dringend Massnahmen ergriffen werden, damit die BAZ zu ihrer erlaubten Maximalkapazität zurückkehren und die Aufnahmebedingungen in den Zentren verbessert werden können.Wir bitten den Bundesrat um die Beantwortung folgender Fragen:- Ist er bereit, rasch alle Massnahmen zu ergreifen, damit das Bundesasylzentrum zu seiner ursprünglichen Maximalkapazität von 480 Schlafplätzen zurückkehren kann? Und wie soll dies bewerkstelligt werden?- Das ursprüngliche Vorhaben, einen Puffer für Spitzenwerte bei der Anzahl der Asylgesuche einzuplanen, wurde aufgegeben. Wie gedenkt der Bundesrat künftig mit solchen Spitzenwerten umzugehen, ohne die BAZ zu überlasten?- Die Pauschalbeträge des Bundes an die Sicherheitskosten, die den Kantonen gemäss Artikel 41 der Asylverordnung 2 gezahlt werden, sind unzureichend. Zieht der Bundesrat in Betracht, diese Beiträge zu erhöhen?- Besonders häufig ist unsoziales Verhalten in öffentlichen Verkehrsmitteln anzutreffen. Ist der Bundesrat bereit, die Gemeinde und den Kanton dabei zu unterstützen, um dort die Sicherheit zu gewährleisten?- Die Praxis in anderen Asylzentren hat gezeigt, dass eine Verbesserung der Aufnahmebedingungen für Geflüchtete nicht nur die Lebensbedingungen, sondern auch die Beziehung zur Bevölkerung verbessert. Welche dahingehenden Massnahmen sieht der Bundesrat dazu vor? &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Bundesrat und Kantone haben am 29. Juni 2022 einmal mehr ihre positive Grundhaltung zum Thema einer neuen Landesausstellung bekräftigt. Der Bundesrat hat festgehalten, dass er im Jahr 2023 einen Bericht über die Rahmenbedingungen für eine Landesaustellung verabschieden wird. Dieser soll die Rollen und Aufgaben von Bund, Kantonen und Trägerschaften, rechtliche Grundlagen für eine Bundesbeteiligung sowie wichtige Prozesse vertiefen. Allerdings gibt es Anzeichen, dass der Prozess zur Definition der Rahmenbedingungen seitens Bundes ins Stocken gerät, möglicherweise sogar sistiert werden soll.Wir sind besorgt und erlauben uns, folgende Fragen an den Bundesrat zu stellen:- Bekräftigt der Bundesrat seine Grundhaltung zugunsten einer neuen Landesausstellung?- Bestätigt der Bundesrat, dass er in Erfüllung der aktuellen Legislaturziele bis Ende Legislatur den Bericht zu den Rahmenbedingungen veröffentlichen wird und darin mindestens den Prozess bis und mit der Verabschiedung der gesetzlichen Grundlagen definieren wird?- Anerkennt der Bundesrat, dass angesichts der gesellschaftlichen Spaltungen infolge der Gesundheitskrise, des Kriegs in Europa, der angespannten Energie- und Wirtschaftslage, etc. eine Landesausstellung mehr denn je Sinn machen würde, um den nationalen Zusammenhalt zu fördern?- Ist sich der Bundesrat bewusst, dass die Initiativen langjährige und kostspielige Bestrebungen unternommen haben und diese im Hinblick auf den auf Ende 2023 versprochenen Bericht intensiviert haben?- Ist der Bundesrat über den Dialog zwischen den Trägerschaften der vier Initiativen informiert?- Ist sich der Bundesrat bewusst, dass eine allfällige, abrupte Sistierung des Vorbereitungsprozesses sämtliche Initiativen stoppen würde, die bisher geleistete Arbeit vernichten würde, womit die Idee einer Landesausstellung für ein weiteres Jahrzehnt fallen gelassen würde?- Ist der Bundesrat bereit, dieses Thema in die Legislaturplanung 2024-27 wieder aufzunehmen, und die laufenden Vorbereitungsarbeiten nicht zu unterbrechen?&quot;&gt; Bundesrat und Kantone haben am 29. Juni 2022 einmal mehr ihre positive Grundhaltung zum Thema einer neuen Landesausstellung bekräftigt. Der Bundesrat hat festgehalten, dass er im Jahr 2023 einen Bericht über die Rahmenbedingungen für eine Landesaustellung verabschieden wird. Dieser soll die Rollen und Aufgaben von Bund, Kantonen und Trägerschaften, rechtliche Grundlagen für eine Bundesbeteiligung sowie wichtige Prozesse vertiefen. Allerdings gibt es Anzeichen, dass der Prozess zur Definition der Rahmenbedingungen seitens Bundes ins Stocken gerät, möglicherweise sogar sistiert werden soll.Wir sind besorgt und erlauben uns, folgende Fragen an den Bundesrat zu stellen:- Bekräftigt der Bundesrat seine Grundhaltung zugunsten einer neuen Landesausstellung?- Bestätigt der Bundesrat, dass er in Erfüllung der aktuellen Legislaturziele bis Ende Legislatur den Bericht zu den Rahmenbedingungen veröffentlichen wird und darin mindestens den Prozess bis und mit der Verabschiedung der gesetzlichen Grundlagen definieren wird?- Anerkennt der Bundesrat, dass angesichts der gesellschaftlichen Spaltungen infolge der Gesundheitskrise, des Kriegs in Europa, der angespannten Energie- und Wirtschaftslage, etc. eine Landesausstellung mehr denn je Sinn machen würde, um den nationalen Zusammenhalt zu fördern?- Ist sich der Bundesrat bewusst, dass die Initiativen langjährige und kostspielige Bestrebungen unternommen haben und diese im Hinblick auf den auf Ende 2023 versprochenen Bericht intensiviert haben?- Ist der Bundesrat über den Dialog zwischen den Trägerschaften der vier Initiativen informiert?- Ist sich der Bundesrat bewusst, dass eine allfällige, abrupte Sistierung des Vorbereitungsprozesses sämtliche Initiativen stoppen würde, die bisher geleistete Arbeit vernichten würde, womit die Idee einer Landesausstellung für ein weiteres Jahrzehnt fallen gelassen würde?- Ist der Bundesrat bereit, dieses Thema in die Legislaturplanung 2024-27 wieder aufzunehmen, und die laufenden Vorbereitungsarbeiten nicht zu unterbrechen? &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Bundesrat wird beauftragt, mit einem dringlichen, zeitlich auf ein Jahr befristeten Bundesbeschluss den Beitrag des Bundes an die Individuelle Prämienverbilligung (IPV) für das Jahr 2023 um 30 Prozent zu erhöhen. Der zusätzliche Betrag wird an die Kantone unter der Voraussetzung ausgerichtet, dass sie ihren Beitrag nicht reduzieren.&quot;&gt; Der Bundesrat wird beauftragt, mit einem dringlichen, zeitlich auf ein Jahr befristeten Bundesbeschluss den Beitrag des Bundes an die Individuelle Prämienverbilligung (IPV) für das Jahr 2023 um 30 Prozent zu erhöhen. Der zusätzliche Betrag wird an die Kantone unter der Voraussetzung ausgerichtet, dass sie ihren Beitrag nicht reduzieren. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Bundesrat wird beauftragt, die gesetzlichen Grundlagen zu schaffen für die Einführung von Tunnelbenutzungsgebühren für die im Nord-Süd-Transit relevanten Alpenübergänge (im Nationalstrassennetz) mit folgenden Eckwerten:1. Variables Preissystem zur besseren Auslastung der bestehenden Infrastruktur; 2. Die Bevölkerung und die Wirtschaft aus den lokal betroffenen Kantonen soll nach Vorbild vergleichbarer Gebührensysteme in Europa angemessen entlastet werden;3. Flankierende Massnahmen zur Verhinderung von Ausweichverkehr auf anderen alpenquerenden Übergängen und in den Anwohnergemeinden.&quot;&gt; Der Bundesrat wird beauftragt, die gesetzlichen Grundlagen zu schaffen für die Einführung von Tunnelbenutzungsgebühren für die im Nord-Süd-Transit relevanten Alpenübergänge (im Nationalstrassennetz) mit folgenden Eckwerten:1. Variables Preissystem zur besseren Auslastung der bestehenden Infrastruktur; 2. Die Bevölkerung und die Wirtschaft aus den lokal betroffenen Kantonen soll nach Vorbild vergleichbarer Gebührensysteme in Europa angemessen entlastet werden;3. Flankierende Massnahmen zur Verhinderung von Ausweichverkehr auf anderen alpenquerenden Übergängen und in den Anwohnergemeinden. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Der Bundesrat wird beauftragt, unverzüglich das Landwirtschaftsgesetz so zu ändern, dass der Sozialversicherungsschutz von auf dem Betrieb mitarbeitenden Ehegattinnen und -gatten verbessert wird und die Risiken bei Krankheit, Unfall oder Invalidität namentlich für die Bäuerinnen reduziert werden.&quot;&gt; Der Bundesrat wird beauftragt, unverzüglich das Landwirtschaftsgesetz so zu ändern, dass der Sozialversicherungsschutz von auf dem Betrieb mitarbeitenden Ehegattinnen und -gatten verbessert wird und die Risiken bei Krankheit, Unfall oder Invalidität namentlich für die Bäuerinnen reduziert werden. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (4751)&quot;&gt; Other values (4751) &lt;/td&gt;&lt;td&gt;4830&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Length&lt;/h4&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
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       "&quot; style=&quot;fill: none&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=p9be6f3f184&gt;&lt;rect x=52.12 y=10.8 width=441.08 height=160.98974 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; Histogram of lengths of the category &lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-3577542453192388126bottom--3577542453192388126word&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=der&gt; der &lt;/td&gt;&lt;td&gt;39034&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.4%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=die&gt; die &lt;/td&gt;&lt;td&gt;35113&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.8%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=und&gt; und &lt;/td&gt;&lt;td&gt;23605&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.9%&gt; &amp;nbsp; &lt;/div&gt; 3.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=in&gt; in &lt;/td&gt;&lt;td&gt;13863&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.3%&gt; &amp;nbsp; &lt;/div&gt; 1.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=zu&gt; zu &lt;/td&gt;&lt;td&gt;12633&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.1%&gt; &amp;nbsp; &lt;/div&gt; 1.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=den&gt; den &lt;/td&gt;&lt;td&gt;10361&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.7%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=bundesrat&gt; bundesrat &lt;/td&gt;&lt;td&gt;10225&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.7%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=von&gt; von &lt;/td&gt;&lt;td&gt;9449&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.6%&gt; &amp;nbsp; &lt;/div&gt; 1.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=für&gt; für &lt;/td&gt;&lt;td&gt;8475&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=des&gt; des &lt;/td&gt;&lt;td&gt;6541&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 0.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (64669)&quot;&gt; Other values (64669) &lt;/td&gt;&lt;td&gt;607809&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 78.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-3577542453192388126bottom--3577542453192388126characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-3577542453192388126unicode--3577542453192388126characters aria-controls=-3577542453192388126unicode--3577542453192388126characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-3577542453192388126unicode--3577542453192388126categories aria-controls=-3577542453192388126unicode--3577542453192388126categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-3577542453192388126unicode--3577542453192388126scripts aria-controls=-3577542453192388126unicode--3577542453192388126scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-3577542453192388126unicode--3577542453192388126blocks aria-controls=-3577542453192388126unicode--3577542453192388126blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-3577542453192388126unicode--3577542453192388126characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;803586&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:43.8%&gt; 13.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;771299&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:42.1%&gt; 12.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;517166&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.2%&gt; &amp;nbsp; &lt;/div&gt; 8.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;379400&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.7%&gt; &amp;nbsp; &lt;/div&gt; 6.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;364915&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.9%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;309761&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.9%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;296610&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.2%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;248118&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;238172&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.0%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;205592&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.2%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (110)&quot;&gt; Other values (110) &lt;/td&gt;&lt;td&gt;1833874&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 30.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-3577542453192388126unicode--3577542453192388126categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;4700471&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 78.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Space Separator&quot;&gt; Space Separator &lt;/td&gt;&lt;td&gt;772670&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.4%&gt; &amp;nbsp; &lt;/div&gt; 12.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Uppercase Letter&quot;&gt; Uppercase Letter &lt;/td&gt;&lt;td&gt;298742&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.4%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Other Punctuation&quot;&gt; Other Punctuation &lt;/td&gt;&lt;td&gt;113425&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.4%&gt; &amp;nbsp; &lt;/div&gt; 1.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Decimal Number&quot;&gt; Decimal Number &lt;/td&gt;&lt;td&gt;56519&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.2%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Dash Punctuation&quot;&gt; Dash Punctuation &lt;/td&gt;&lt;td&gt;14126&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Close Punctuation&quot;&gt; Close Punctuation &lt;/td&gt;&lt;td&gt;5939&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Open Punctuation&quot;&gt; Open Punctuation &lt;/td&gt;&lt;td&gt;5918&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Math Symbol&quot;&gt; Math Symbol &lt;/td&gt;&lt;td&gt;533&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Connector Punctuation&quot;&gt; Connector Punctuation &lt;/td&gt;&lt;td&gt;62&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (3)&quot;&gt; Other values (3) &lt;/td&gt;&lt;td&gt;88&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;803586&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:69.4%&gt; 17.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;517166&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:44.7%&gt; 11.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;379400&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:32.8%&gt; &amp;nbsp; &lt;/div&gt; 8.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;364915&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:31.5%&gt; &amp;nbsp; &lt;/div&gt; 7.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;309761&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.8%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;296610&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.6%&gt; &amp;nbsp; &lt;/div&gt; 6.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;248118&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.4%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;238172&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.6%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;205592&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.8%&gt; &amp;nbsp; &lt;/div&gt; 4.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;179672&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.5%&gt; &amp;nbsp; &lt;/div&gt; 3.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (34)&quot;&gt; Other values (34) &lt;/td&gt;&lt;td&gt;1157479&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 24.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Uppercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=B&gt; B &lt;/td&gt;&lt;td&gt;34146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:32.4%&gt; &amp;nbsp; &lt;/div&gt; 11.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=S&gt; S &lt;/td&gt;&lt;td&gt;27674&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.3%&gt; &amp;nbsp; &lt;/div&gt; 9.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=A&gt; A &lt;/td&gt;&lt;td&gt;25955&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.7%&gt; &amp;nbsp; &lt;/div&gt; 8.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=D&gt; D &lt;/td&gt;&lt;td&gt;16892&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.1%&gt; &amp;nbsp; &lt;/div&gt; 5.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;16703&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.9%&gt; &amp;nbsp; &lt;/div&gt; 5.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=W&gt; W &lt;/td&gt;&lt;td&gt;15530&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.8%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=P&gt; P &lt;/td&gt;&lt;td&gt;14581&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.9%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=G&gt; G &lt;/td&gt;&lt;td&gt;14103&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.4%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=F&gt; F &lt;/td&gt;&lt;td&gt;14071&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.4%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=M&gt; M &lt;/td&gt;&lt;td&gt;13855&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.2%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (19)&quot;&gt; Other values (19) &lt;/td&gt;&lt;td&gt;105232&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 35.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;45785&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 40.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;40003&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:87.4%&gt; 35.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=?&gt; ? &lt;/td&gt;&lt;td&gt;15207&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:33.2%&gt; &amp;nbsp; &lt;/div&gt; 13.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;&quot;&#x27;&gt; &amp;#34; &lt;/td&gt;&lt;td&gt;5362&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.7%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=:&gt; : &lt;/td&gt;&lt;td&gt;3884&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.5%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=/ &gt; / &lt;/td&gt;&lt;td&gt;1485&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.2%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=;&gt; ; &lt;/td&gt;&lt;td&gt;1077&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.4%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&amp;amp;&gt; &amp;amp; &lt;/td&gt;&lt;td&gt;241&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.5%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=*&gt; * &lt;/td&gt;&lt;td&gt;147&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&#x27;&quot;&gt; &amp;#39; &lt;/td&gt;&lt;td&gt;115&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (5)&quot;&gt; Other values (5) &lt;/td&gt;&lt;td&gt;119&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Decimal Number&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=2&gt; 2 &lt;/td&gt;&lt;td&gt;14429&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 25.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0&gt; 0 &lt;/td&gt;&lt;td&gt;11205&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:77.7%&gt; 19.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt; 1 &lt;/td&gt;&lt;td&gt;9676&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:67.1%&gt; 17.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3&gt; 3 &lt;/td&gt;&lt;td&gt;5298&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.7%&gt; &amp;nbsp; &lt;/div&gt; 9.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=4&gt; 4 &lt;/td&gt;&lt;td&gt;3807&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.4%&gt; &amp;nbsp; &lt;/div&gt; 6.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=5&gt; 5 &lt;/td&gt;&lt;td&gt;3755&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.0%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=9&gt; 9 &lt;/td&gt;&lt;td&gt;2318&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.1%&gt; &amp;nbsp; &lt;/div&gt; 4.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=6&gt; 6 &lt;/td&gt;&lt;td&gt;2232&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.5%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=7&gt; 7 &lt;/td&gt;&lt;td&gt;2029&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.1%&gt; &amp;nbsp; &lt;/div&gt; 3.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=8&gt; 8 &lt;/td&gt;&lt;td&gt;1770&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.3%&gt; &amp;nbsp; &lt;/div&gt; 3.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Math Symbol&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;&gt;&quot;&gt; &amp;gt; &lt;/td&gt;&lt;td&gt;157&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&lt;&quot;&gt; &amp;lt; &lt;/td&gt;&lt;td&gt;157&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=+&gt; + &lt;/td&gt;&lt;td&gt;111&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.7%&gt; 20.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;=&quot;&gt; = &lt;/td&gt;&lt;td&gt;103&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:65.6%&gt; 19.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=~&gt; ~ &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=|&gt; | &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Open Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=(&gt; ( &lt;/td&gt;&lt;td&gt;5790&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 97.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=[&gt; [ &lt;/td&gt;&lt;td&gt;119&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.1%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=„&gt; „ &lt;/td&gt;&lt;td&gt;9&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Initial Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=«&gt; « &lt;/td&gt;&lt;td&gt;34&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 81.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=“&gt; “ &lt;/td&gt;&lt;td&gt;7&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.6%&gt; &amp;nbsp; &lt;/div&gt; 16.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=‹&gt; ‹ &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.9%&gt; &amp;nbsp; &lt;/div&gt; 2.4% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Space Separator&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;771299&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title= &gt;   &lt;/td&gt;&lt;td&gt;1371&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Dash Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;14072&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=–&gt; – &lt;/td&gt;&lt;td&gt;54&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Close Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=)&gt; ) &lt;/td&gt;&lt;td&gt;5820&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 98.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=]&gt; ] &lt;/td&gt;&lt;td&gt;119&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.0%&gt; &amp;nbsp; &lt;/div&gt; 2.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Final Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=»&gt; » &lt;/td&gt;&lt;td&gt;34&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 97.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=›&gt; › &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.9%&gt; &amp;nbsp; &lt;/div&gt; 2.9% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Connector Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=_&gt; _ &lt;/td&gt;&lt;td&gt;62&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Symbol&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=°&gt; ° &lt;/td&gt;&lt;td&gt;11&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-3577542453192388126unicode--3577542453192388126scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;4999213&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 83.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Common&gt; Common &lt;/td&gt;&lt;td&gt;969280&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.4%&gt; &amp;nbsp; &lt;/div&gt; 16.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;803586&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:55.2%&gt; 16.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;517166&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.5%&gt; &amp;nbsp; &lt;/div&gt; 10.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;379400&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.1%&gt; &amp;nbsp; &lt;/div&gt; 7.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;364915&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.1%&gt; &amp;nbsp; &lt;/div&gt; 7.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;309761&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.3%&gt; &amp;nbsp; &lt;/div&gt; 6.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;296610&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.4%&gt; &amp;nbsp; &lt;/div&gt; 5.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;248118&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.0%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;238172&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.4%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;205592&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.1%&gt; &amp;nbsp; &lt;/div&gt; 4.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;179672&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.3%&gt; &amp;nbsp; &lt;/div&gt; 3.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (63)&quot;&gt; Other values (63) &lt;/td&gt;&lt;td&gt;1456221&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Common&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;771299&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 79.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;45785&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.9%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;40003&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.2%&gt; &amp;nbsp; &lt;/div&gt; 4.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=?&gt; ? &lt;/td&gt;&lt;td&gt;15207&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.0%&gt; &amp;nbsp; &lt;/div&gt; 1.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2&gt; 2 &lt;/td&gt;&lt;td&gt;14429&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 1.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;14072&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 1.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0&gt; 0 &lt;/td&gt;&lt;td&gt;11205&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 1.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt; 1 &lt;/td&gt;&lt;td&gt;9676&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=)&gt; ) &lt;/td&gt;&lt;td&gt;5820&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.8%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=(&gt; ( &lt;/td&gt;&lt;td&gt;5790&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.8%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (37)&quot;&gt; Other values (37) &lt;/td&gt;&lt;td&gt;35994&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.7%&gt; &amp;nbsp; &lt;/div&gt; 3.7% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-3577542453192388126unicode--3577542453192388126blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;5889420&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 98.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=None&gt; None &lt;/td&gt;&lt;td&gt;79000&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Punctuation&gt; Punctuation &lt;/td&gt;&lt;td&gt;73&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;803586&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:45.8%&gt; 13.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;771299&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:44.0%&gt; 13.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;517166&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.5%&gt; &amp;nbsp; &lt;/div&gt; 8.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;379400&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.6%&gt; &amp;nbsp; &lt;/div&gt; 6.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;364915&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.8%&gt; &amp;nbsp; &lt;/div&gt; 6.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;309761&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.7%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;296610&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.9%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;248118&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.1%&gt; &amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;238172&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.6%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;205592&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.7%&gt; &amp;nbsp; &lt;/div&gt; 3.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (79)&quot;&gt; Other values (79) &lt;/td&gt;&lt;td&gt;1754801&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;None&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ü&gt; ü &lt;/td&gt;&lt;td&gt;31455&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 39.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ä&gt; ä &lt;/td&gt;&lt;td&gt;30091&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:95.7%&gt; 38.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ö&gt; ö &lt;/td&gt;&lt;td&gt;13705&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:43.6%&gt; 17.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title= &gt;   &lt;/td&gt;&lt;td&gt;1371&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.4%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ü&gt; Ü &lt;/td&gt;&lt;td&gt;1096&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.5%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ä&gt; Ä &lt;/td&gt;&lt;td&gt;510&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.6%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ö&gt; Ö &lt;/td&gt;&lt;td&gt;394&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 0.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=é&gt; é &lt;/td&gt;&lt;td&gt;180&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.6%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=»&gt; » &lt;/td&gt;&lt;td&gt;34&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=«&gt; « &lt;/td&gt;&lt;td&gt;34&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (15)&quot;&gt; Other values (15) &lt;/td&gt;&lt;td&gt;130&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=–&gt; – &lt;/td&gt;&lt;td&gt;54&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 74.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=„&gt; „ &lt;/td&gt;&lt;td&gt;9&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.7%&gt; &amp;nbsp; &lt;/div&gt; 12.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=“&gt; “ &lt;/td&gt;&lt;td&gt;7&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.0%&gt; &amp;nbsp; &lt;/div&gt; 9.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=›&gt; › &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=‹&gt; ‹ &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=…&gt; … &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.9%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_3438080407475755772&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=ReasonText&gt;&lt;a href=#pp_var_3438080407475755772&gt;ReasonText&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p&gt;&lt;code&gt;HIGH CARDINALITY&lt;/code&gt;&amp;nbsp &lt;code&gt;MISSING&lt;/code&gt;&amp;nbsp &lt;code&gt;UNIFORM&lt;/code&gt;&amp;nbsp &lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;2434&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;96.9%&lt;/td&gt;&lt;/tr&gt;&lt;tr class=alert&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;2361&lt;/td&gt;&lt;/tr&gt;&lt;tr class=alert&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;48.5%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; Die Zerstörung der Ukraine durch den völkerrechtswidrigen Angriffskrieg Russlands ist enorm. Die Schäden an der Infrastruktur des Landes werden von der Weltbank inzwischen auf 2 Billionen Dollar geschätzt. Die internationale Gemeinschaft steht vor der Herkulesaufgabe, der Ukraine die notwendigen Mittel für den Wiederaufbau zur Verfügung zu stellen. Die Koordination dafür hat bereits begonnen, die Schweiz ist mit einer diplomatischen Vertretung beteiligt.Mit den Sanktionen des Westens wurden nicht nur private, sondern auch staatliche und staatsnahe Guthaben eingefroren. Bei Letzteren ist die Verbindung zwischen Aggressor und Eigentümer einfacher herzustellen: Eigentümer ist der russische Staat. Es liegt daher nahe, diese Gelder der Ukraine als Reparationszahlungen zukommen zu lassen.Dabei stellen sich allerdings völkerrechtlich anspruchsvolle Fragen, die einer Antwort bedürfen. So stellt sich beispielsweise die Frage, ob Zentralbankgelder eines Staates, der einen völkerrechtswidrigen Angriffskrieg führt, noch in vollem Umfang von der Staatenimmunität geschützt sind oder ob es hier Einschränkungen gibt. In Bezug auf Zentralbankgelder ist überdies zu klären, wie allfälligen nachgelagerten negativen Folgen für die internationale Währungspolitik begegnet werden kann. Die Schweiz kann einen substanziellen Beitrag leisten, um ein solch komplexes Vorhaben völkerrechtlich und technisch zum Erfolg zu führen. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Die Ablehnung des Bundesgesetzes über die elektronischen Identifizierungsdienste (E-ID-Gesetz) in der Volksabstimmung vom 7. März 2021 zeigte deutlich auf, dass eine Mehrheit der Stimmenden sich zwar eine E-ID wünscht, eine solche elektronische Identität allerdings von der öffentlichen Hand ausgestellt und betrieben werden muss und dies nicht privaten Unternehmen überlassen werden darf. Die Herausgabe und der Betrieb einer elektronischen Identität ist eine öffentliche Aufgabe, für die der Staat zuständig sein muss. Dem Staat wird hier am meisten Vertrauen entgegengebracht. Denn damit eine elektronische Identifizierung funktioniert und bei den Benutzerinnen und Benutzer auf Akzeptanz stösst, muss Vertrauen vorhanden und die Handhabung möglichst einfach und praktikabel sein. Eine staatliche E-ID ist ein digitaler Identitätsausweis und ermöglicht eine elektronische Identifizierung im Behördenkontakt und im Wirtschaftsverkehr (Onboarding, 2FA, Signierung), als Ergänzung zu privatwirtschaftlichen Logins (auch Single Sign-on), mit ausreichendem Datenschutz und Datensicherheit, die das Vertrauen der Benutzerinnen und Benutzern geniesst und somit in der Bevölkerung akzeptiert wird. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 5 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Jedes Land muss einen Beitrag zur Eindämmung und Wiederherstellung der Folgen des Klimawandels und des Biodiversitätsverlusts leisten. Dazu hat sich auch die Schweiz mit der Ratifizierung der UNO-Agenda 2030 und dem Pariser Klimaabkommen verpflichtet. Mit ihrem starken Finanzmarkt, den damit verbundenen Kompetenzen und dem kompetitiven Vorteil, kann die Schweiz national, aber insbesondere international enorme Wirkung erzielen. Das private Kapital hat derzeit jedoch Mühe, in grossem Umfang und der gebotenen Geschwindigkeit den Weg zu Projekten zu finden, welche einen hohen Investitionsbedarf und ein erhöhtes Risiko aufweisen. Dazu gehören insbesondere Grossinvestitionen im Bereich der erneuerbaren Energien, zum Schutz der Artenvielfalt oder Investitionen in Negativ-Emissionstechnologien. Die durch die Institution im Ausland erzielten Verminderung an Treibhausgasemissionen sollen möglichst den von der Schweiz im Ausland mitverursachten Emissionen entsprechen und einen wirksamen Beitrag an die Inlandreduktion leisten sowie die Wiederherstellung der Artenvielfalt im In- und Ausland fördern. Die Investitionsbank darf private Investitionen nicht konkurrenzieren und muss Mitnahmeeffekte verhindern. Zudem muss sie das aufgebaute Sachverständnis und die gewonnenen Daten laufend für den Aufbau von Kompetenzen zur Finanzierung von ökologischen Transformationen mit der Allgemeinheit (Open Source) teilen. Die Bank soll ein Gesamtinvestitionsvolumen von mindestens 10 Milliarden anstreben das über einen Zeitraum von 10 Jahren aufgebaut wird. Als Rechtsform sind verschiedene Modelle denkbar. Die Gesellschaft könnte als spezialgesetzliche Aktiengesellschaft im Mehrheitseigentum des Bundes errichtet werden, wobei die Eigenkapitaleinlagen des Bundes und die Fremdfinanzierung, z.B. über Green Bonds, sukzessive und im Gleichschritt mit dem Investitionsvolumen erfolgen könnten. Angestrebt wird eine mit ähnlichen Institutionen vergleichbare Eigenkapitalquote und Kapitalrendite. Ein späterer Verkauf der Investitionsbank soll möglich sein. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 4 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Der Bundesrat und die Konferenz der Kantonsregierungen haben in ihrer Positionierung vom Juni 2022 die Durchführung einer nächsten Landesausstellung mit folgenden Aussagen klar begrüsst:&amp;#34;Landesausstellungen... ...haben in der Schweiz Tradition und sind im kollektiven Bewusstsein verankert. ...können als Generationenprojekte eine identitätsstiftende Funktion zwischen den Menschen, Kulturen und Sprachen der Schweiz erfüllen und zum inneren Zusammenhalt beitragen. ...fördern eine Diskussion über die Zukunftsperspektiven der Schweiz und bieten die Möglichkeit, sich gegen innen und aussen zu präsentieren. ...können einen kulturellen, gesamtwirtschaftlichen und nachhaltigen Nutzen für die ganze Schweiz generieren&amp;#34;.In Beantwortung zahlreicher parlamentarischer Vorstösse der letzten Jahre (siehe insbesondere Ip. Julliard, 22.3611) hat der Bundesrat konsequent diese Haltung vertreten. Er soll bis spätestens Ende 2023 einen &amp;#34;Bericht über die Rahmenbedingungen für eine Landesausstellung&amp;#34; verabschieden. Er begrüsst einen Dialog zwischen den verschiedenen Trägerschaften mit dem Ziel, eine Zusammenführung der bestehenden Projekte anzustreben. Sonst würde er ein Auswahlverfahren spätestens in seinem Bericht festlegen. Er nimmt Kenntnis vom angestrebten Zielpunkt 2027, kann aber keine genaue Einschätzung zum allfälligen Realisierungsjahr geben.Darauf basierend wurde der gewünschte Dialog unter den Trägerschaften der vier Initiativen aufgenommen, und die Vorbereitungsarbeiten haben einen neuen Schub erhalten im Hinblick auf die angegebenen Termine für die Einreichung der Projekte. Gleichzeitig signalisieren die Initianten ihre Flexibilität was den Realisierungspunkt anbelangt. Eine weitere Aufschiebung des Prozesses zur Klärung der Rahmenbedingungen würden die Projektinitiativen nicht überleben. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.2% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 4 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Zur Einhaltung der Klimaziele von Paris und des Bundesrates mit Netto Null CO2 bis 2050 ist eine fossilfreie Mobilität nötig. Anders als in anderen Sektoren, ist dieses Ziel beim Verkehr, besonders beim MIV und beim ÖV vergleichsweise einfach zu erreichen. Die Technologien für den fossilfreien Betrieb der Fahrzeuge sind vorhanden (Batterieelektrisch, Wasserstoff, biogene und synthetische Treibstoffe). In der Vollkostenrechnung über die ganze Betriebsdauer sind batterieelektrische Fahrzeuge beim MIV bereits heute konkurrenzfähig. Die fossilfreie Individualmobilität führt mittel- und langfristig weder zu Mehrkosten noch zu Einschränkungen für den Nutzer. Der Mobilitätswandel hin zu alternativen Antrieben und neuen Verkehrskonzepten bringt verschiedene, gewinnbringende Potentiale mit sich. Für diesen Wandel ist eine vorausschauende Regulierung zur Schaffung der Rahmenbedingungen zwingend. Die heutigen gesetzlichen Grundlagen tragen den Potentialen noch zu wenig Rechnung. &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:0.1% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 3 &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=10%&gt; Other values (2429) &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 2490&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-3438080407475755772, #minifreqtable3438080407475755772&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-3438080407475755772 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#3438080407475755772bottom-3438080407475755772overview aria-controls=3438080407475755772bottom-3438080407475755772overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3438080407475755772bottom-3438080407475755772string aria-controls=3438080407475755772bottom-3438080407475755772string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3438080407475755772bottom-3438080407475755772word aria-controls=3438080407475755772bottom-3438080407475755772word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3438080407475755772bottom-3438080407475755772characters aria-controls=3438080407475755772bottom-3438080407475755772characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=3438080407475755772bottom-3438080407475755772overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;6680&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;1994&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;1615.7933&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;174&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;4057257&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;118&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;13 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;3 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;2371 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;94.4%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;Am 18. August 2020 wurde in Mali ein Staatsstreich durchgeführt. Es war der vierte seit der Unabhängigkeit des Landes 1960. Diesen jüngsten Putsch unterscheidet jedoch von den bisherigen, dass er nicht blutig war und dass die Militärtruppen, die ihn ausgeführt haben, die Macht nicht dauerhaft, sondern nur während einer Übergangsphase beanspruchen, deren Dauer es zu bestimmen gilt. Das Ziel des Putsches war, den Präsidenten Ibrahim Boubakar Keita zu stürzen. Dieser war beim Volk schon seit Monaten umstritten, aber vor allem hat er sich, gemeinsam mit seiner Entourage, der Korruption, der ungerechtfertigten Bereicherung sowie der Manipulation der jüngsten Parlamentswahlen schuldig gemacht. Zu dem Putsch kam es also, weil sich das Volk, angeführt von der politischen Opposition, erhoben hat und weil das Militär die Nase voll hatte. Man muss wissen, dass mehr als die Hälfte des Landes nicht mehr vom Staat kontrolliert wird, was insbesondere den Streitkräften zu schaffen macht. Seit fünf Jahren nähern sich kriminelle und dschihadistische Gruppierungen Stück für Stück der Hauptstadt, und ihr primäres Ziel sind natürlich die Soldaten, aber auch Staatsvertreterinnen und -vertreter und humanitäre Helferinnen und Helfer. Zudem liegt Mali dieses Jahr im von den Vereinten Nationen erstellten Index der menschlichen Entwicklung auf Platz 184 von 189.Rufen wir uns vor diesem Hintergrund nochmals in Erinnerung, dass die Schweiz im Rahmen ihrer internationalen Zusammenarbeit (Direktion für Entwicklung und Zusammenarbeit DEZA) seit nunmehr 43 Jahren in Mali präsent ist. Sie gibt dort jedes Jahr Beträge im zweistelligen Millionenbereich aus, was auf zehn Jahre hochgerechnet Hunderte von Millionen Franken und auf 43 Jahre hochgerechnet beinahe eine Milliarde Franken ergibt. Doch mit welchem Ergebnis? Das Land befindet sich im Zerfall, und das investierte Geld hat offensichtlich eher dazu beigetragen, die Regierung reich zu machen, als die Entwicklung des Landes zu fördern.&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;Es ist Tatsache, dass israelische Gerichte aufgrund gültiger Beweise wiederholt Privatland von Palästinensern anerkannt haben. An diesen Entscheiden störte sich die Schweiz offenbar nie. Bei Sheikh Jarrah geht es um nachweislich seit 1875 in jüdischem Besitz stehendes Grundeigentum. Die dortigen Bewohner konnten trotz endloser Gerichtsverfahren nicht beweisen, dass sie die rechtmässigen Grundeigentümer sind. Da waren Beschwerdeführer, deren Vorfahren bereits vor 1982 die jüdische Eigentümerschaft anerkannt hatten. Einige gaben vor, sie hätten das Grundeigentum 1991 (18 Jahre nach dessen Registrierung 1973 als jüdischen Besitz) von einem Unbekannten namens &amp;#34;Ismail&amp;#34; gekauft, Beweise für einen Kauf gab es aber nicht. Unbewiesen ist auch die Behauptung, ihnen seien die Liegenschaften von den jordanischen Behörden während der (illegalen) jordanischen Besetzung versprochen worden. Es wurden gefälschte Dokumente vorgelegt. Mit ihrem definitiven Scheitern vor Gericht konfrontiert beanspruchten die palästinensischen Appellanten für sich den Status von Mietern, die als solche nicht aus den Häusern verwiesen werden konnten. Gemäss Oberstem Gericht (1989) waren die Bewohner nun wie für Mieter üblich, Miete an den Grundeigentümer zu zahlen. Sie verweigerten dies. Die Folge war ein Gerichtsverfahren gegen sie, das zu einem gerichtlichen Räumungsentscheid führte. Gerade in diesem Fall sollten nicht Vorurteile dominieren, sondern Fakten.&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;Die geplant und systematisch durchgeführte Ermordung Tausender von Bosniakinnen und Bosniaken im Juli 1995 gilt als schwerstes Kriegsverbrechen in Europa nach dem Ende des Zweiten Weltkriegs. Sowohl der Internationale Strafgerichtshof für das ehemalige Jugoslawien als auch der Internationale Gerichtshof bewerteten es in mehreren Urteilen als Völkermord oder Genozid. Anlässlich der internationalen Gedenkveranstaltung mit dem Titel &amp;#34;25th Anniversary of the Srebrenica Genocide&amp;#34; vom 11. Juli 2020 benützte der Bundesrat im Unterschied zu vielen anderen Staatsvertreterinnen und -vertretern nicht die international anerkannten Begriffe Völkermord oder Genozid, sondern sprach konsequent von einem Massaker. Dieser Begriff wird aber weder dem gezielten Vorgehen der serbischen Täter noch dem Ausmass des Kriegsverbrechens gerecht. Zusätzlich zum Genozid in Srebrenica kam es während des Bosnienkriegs 1992 bis 1995 zu den schlimmsten Massenvergewaltigungen in Europa seit Ende der 1940er Jahre. Bei der Mehrheit der Opfer handelte es sich um bosnische Musliminnen. Mit einer Anerkennung des international anerkannten Genozids von Srebrenica durch die Schweiz würde auch dieser Opfer gedacht und ein Zeichen der Gerechtigkeit für die Opfer des Völkermordes sowie deren Nachfahren gesetzt.Mit der Anerkennung des Genozids in Bosnien fördert die Schweiz den Aussöhnungsprozess im ehemaligen Jugoslawien, unterstreicht sie ihr Engagement für die Menschenrechte und den Frieden und bekräftigt sie ihr Bekenntnis zur internationalen Strafgerichtsbarkeit.Dieses Postulat hat denselben Wortlaut wie das Postulat &amp;#34;Anerkennung des Völkermords an den Armeniern im Jahr 1915&amp;#34;, das der Nationalrat am 16. Dezember 2003 mit 107 zu 67 Stimmen angenommen hat.&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;Der letzte Bericht des Bundesrates zur Neutralität datiert vom 29. November 1993. Die Broschüre des EDA vom 3.3.2022 referenziert ebenfalls auf diesen Bericht (auch wenn der Bundesrat 2005 in Erfüllung der Postulate 03.3066 und 03.3050 einen weiteren Bericht &amp;#34;Die Neutralität auf dem Prüfstand im Irak-Konflikt&amp;#34; dem Parlament unterbreitete.)Der Bericht 93 fusst auf der Annahme, wonach die &amp;#34;Teilung Europas in zwei antagonistische Blöcke auf politischem und militärischem Gebiet überwunden ist&amp;#34; (Bericht 93, Kap. 534). Heute, mit dem Angriff Russlands auf die Ukraine vom 24. Februar 2022, sieht die Lage fundamental anders aus.Sind Aggressoren und Rechtsbrecher am Werk, die das Rad der Geschichte zurückdrehen wollen, dann sind Frieden, Sicherheit, Demokratie und zentrale völkerrechtlichen Prinzipien in akuter Gefahr. Das betrifft auch die Sicherheit und Unabhängigkeit der Schweiz.Das Neutralitätsrecht ist in seinem Umfang eng begrenzt und klar. Die Neutralitätspolitik hingegen verändert sich im Abgleich mit den Entwicklungen in der Zeit - sie muss sich verändern, um die Glaubwürdigkeit der eigenen Neutralität in jeweils angemessener Form zu bestärken. Das Neutralitätsrecht räumt der Schweiz ein grosses Mass an Verhaltens- und Handlungsfreiheit ein (Bericht 93, Kap. 13).Die Neutralität findet sich in den Kompetenzartikeln der Bundesverfassung. Der Bundesrat hat mehrmals festgehalten, dass er eine weitergehende Verankerung des Kerninhalts der Neutralität in der Bundesverfassung oder in nationalen Gesetzen als nicht zweckmässig erachtet, da dies den sicherheits- und aussenpolitischen Spielraum der Schweiz einschränken würde (Broschüre, S. 6). Dieser Auffassung ist beizupflichten. Daher ist es nun angezeigt, die Neutralitätspolitik der Schweiz in einem Bericht zu aktualisieren.Unter anderem sind folgende Themenbereiche zu klären und zu aktualisieren:- Sicherheitspolitische Zusammenarbeit- Praxis der Bewilligung von Überflugrechten- Umgang mit neuen Konfliktbildern (z.B. bei nicht-staatlichen Akteuren)- Konflikte im digitalen Raum- die Lieferung von Waffen, militärischem Schutzmaterial und Dual-Use-Gütern- die Zusammenarbeit mit Organisationen der kollektiven Verteidigung (NATO, Verteidigung der EU) oder der Beitritt zu diesen- Sanktionen&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;Mit dem Beitritt von Finnland und Schweden zum Nordatlantikpakt (NATO) verbleiben in Europa Österreich, Irland, Moldova, Malta, Zypern sowie formal Bosnien-Herzegowina und Serbien in der Gruppe der neutralen Staaten. Das Neutralitätsrecht begründet für die neutralen Staaten Rechte und Pflichten. Das Territorium neutraler Staaten ist durch die Haager Abkommen speziell geschützt und von der internationalen Gemeinschaft unter allen Umständen zu achten. lm Gegenzug sind die neutralen Staaten - mit Ausnahme der Selbstverteidigung - zu einem absoluten Gewaltverbot verpflichtet und dürfen entsprechend auch keinem Militär- oder Verteidigungsbündnis angehören. Das Neutralitätsrecht hat zum Ziel, einerseits einen Interessenausgleich zu schaffen zwischen der militärischen Nichtbeteiligung am Krieg und der Notwendigkeit, weiterhin Beziehungen zu den Kriegführenden aufrechtzuerhalten. Andererseits steht die Neutralität in Ergänzung zu den leider nach wie vor bestehenden Mängeln des Systems der kollektiven Sicherheit für Deeskalation vor dem Hintergrund der militärischen Blockbildung. Neutrale können entsprechend die erforderlichen positive Aufgaben für die Staatengemeinschaft wahrnehmen, die von der Schutzmachtfunktion im diplomatischen und humanitären Bereich bis zur Bereitstellung Guter Dienste zum Zweck der Kriegsbeendigung reichen.Dank dem Gewaltverbot haben die Neutralen traditionell eine besondere Glaubwürdigkeit und entsprechend eine Verantwortung im Bereich der Konfliktprävention und der Friedensförderung. Vor dem Hintergrund der sich verändernden Sicherheitsarchitektur in Europa und zur Stärkung der kollektiven und der kooperativen Sicherheit (insbesondre OSZE, Europarat und Vereinte Nationen) sollte die Schweiz ihre spezielle Rolle aktiver und in Kooperation mit anderen für die europäische Friedensordnung einsetzen und damit ihren Beitrag zur europäischen Sicherheit leisten.&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3438080407475755772bottom-3438080407475755772string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Common Values&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Die Zerstörung der Ukraine durch den völkerrechtswidrigen Angriffskrieg Russlands ist enorm. Die Schäden an der Infrastruktur des Landes werden von der Weltbank inzwischen auf 2 Billionen Dollar geschätzt. Die internationale Gemeinschaft steht vor der Herkulesaufgabe, der Ukraine die notwendigen Mittel für den Wiederaufbau zur Verfügung zu stellen. Die Koordination dafür hat bereits begonnen, die Schweiz ist mit einer diplomatischen Vertretung beteiligt.Mit den Sanktionen des Westens wurden nicht nur private, sondern auch staatliche und staatsnahe Guthaben eingefroren. Bei Letzteren ist die Verbindung zwischen Aggressor und Eigentümer einfacher herzustellen: Eigentümer ist der russische Staat. Es liegt daher nahe, diese Gelder der Ukraine als Reparationszahlungen zukommen zu lassen.Dabei stellen sich allerdings völkerrechtlich anspruchsvolle Fragen, die einer Antwort bedürfen. So stellt sich beispielsweise die Frage, ob Zentralbankgelder eines Staates, der einen völkerrechtswidrigen Angriffskrieg führt, noch in vollem Umfang von der Staatenimmunität geschützt sind oder ob es hier Einschränkungen gibt. In Bezug auf Zentralbankgelder ist überdies zu klären, wie allfälligen nachgelagerten negativen Folgen für die internationale Währungspolitik begegnet werden kann. Die Schweiz kann einen substanziellen Beitrag leisten, um ein solch komplexes Vorhaben völkerrechtlich und technisch zum Erfolg zu führen.&quot;&gt; Die Zerstörung der Ukraine durch den völkerrechtswidrigen Angriffskrieg Russlands ist enorm. Die Schäden an der Infrastruktur des Landes werden von der Weltbank inzwischen auf 2 Billionen Dollar geschätzt. Die internationale Gemeinschaft steht vor der Herkulesaufgabe, der Ukraine die notwendigen Mittel für den Wiederaufbau zur Verfügung zu stellen. Die Koordination dafür hat bereits begonnen, die Schweiz ist mit einer diplomatischen Vertretung beteiligt.Mit den Sanktionen des Westens wurden nicht nur private, sondern auch staatliche und staatsnahe Guthaben eingefroren. Bei Letzteren ist die Verbindung zwischen Aggressor und Eigentümer einfacher herzustellen: Eigentümer ist der russische Staat. Es liegt daher nahe, diese Gelder der Ukraine als Reparationszahlungen zukommen zu lassen.Dabei stellen sich allerdings völkerrechtlich anspruchsvolle Fragen, die einer Antwort bedürfen. So stellt sich beispielsweise die Frage, ob Zentralbankgelder eines Staates, der einen völkerrechtswidrigen Angriffskrieg führt, noch in vollem Umfang von der Staatenimmunität geschützt sind oder ob es hier Einschränkungen gibt. In Bezug auf Zentralbankgelder ist überdies zu klären, wie allfälligen nachgelagerten negativen Folgen für die internationale Währungspolitik begegnet werden kann. Die Schweiz kann einen substanziellen Beitrag leisten, um ein solch komplexes Vorhaben völkerrechtlich und technisch zum Erfolg zu führen. &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Die Ablehnung des Bundesgesetzes über die elektronischen Identifizierungsdienste (E-ID-Gesetz) in der Volksabstimmung vom 7. März 2021 zeigte deutlich auf, dass eine Mehrheit der Stimmenden sich zwar eine E-ID wünscht, eine solche elektronische Identität allerdings von der öffentlichen Hand ausgestellt und betrieben werden muss und dies nicht privaten Unternehmen überlassen werden darf. Die Herausgabe und der Betrieb einer elektronischen Identität ist eine öffentliche Aufgabe, für die der Staat zuständig sein muss. Dem Staat wird hier am meisten Vertrauen entgegengebracht. Denn damit eine elektronische Identifizierung funktioniert und bei den Benutzerinnen und Benutzer auf Akzeptanz stösst, muss Vertrauen vorhanden und die Handhabung möglichst einfach und praktikabel sein. Eine staatliche E-ID ist ein digitaler Identitätsausweis und ermöglicht eine elektronische Identifizierung im Behördenkontakt und im Wirtschaftsverkehr (Onboarding, 2FA, Signierung), als Ergänzung zu privatwirtschaftlichen Logins (auch Single Sign-on), mit ausreichendem Datenschutz und Datensicherheit, die das Vertrauen der Benutzerinnen und Benutzern geniesst und somit in der Bevölkerung akzeptiert wird.&quot;&gt; Die Ablehnung des Bundesgesetzes über die elektronischen Identifizierungsdienste (E-ID-Gesetz) in der Volksabstimmung vom 7. März 2021 zeigte deutlich auf, dass eine Mehrheit der Stimmenden sich zwar eine E-ID wünscht, eine solche elektronische Identität allerdings von der öffentlichen Hand ausgestellt und betrieben werden muss und dies nicht privaten Unternehmen überlassen werden darf. Die Herausgabe und der Betrieb einer elektronischen Identität ist eine öffentliche Aufgabe, für die der Staat zuständig sein muss. Dem Staat wird hier am meisten Vertrauen entgegengebracht. Denn damit eine elektronische Identifizierung funktioniert und bei den Benutzerinnen und Benutzer auf Akzeptanz stösst, muss Vertrauen vorhanden und die Handhabung möglichst einfach und praktikabel sein. Eine staatliche E-ID ist ein digitaler Identitätsausweis und ermöglicht eine elektronische Identifizierung im Behördenkontakt und im Wirtschaftsverkehr (Onboarding, 2FA, Signierung), als Ergänzung zu privatwirtschaftlichen Logins (auch Single Sign-on), mit ausreichendem Datenschutz und Datensicherheit, die das Vertrauen der Benutzerinnen und Benutzern geniesst und somit in der Bevölkerung akzeptiert wird. &lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Jedes Land muss einen Beitrag zur Eindämmung und Wiederherstellung der Folgen des Klimawandels und des Biodiversitätsverlusts leisten. Dazu hat sich auch die Schweiz mit der Ratifizierung der UNO-Agenda 2030 und dem Pariser Klimaabkommen verpflichtet. Mit ihrem starken Finanzmarkt, den damit verbundenen Kompetenzen und dem kompetitiven Vorteil, kann die Schweiz national, aber insbesondere international enorme Wirkung erzielen. Das private Kapital hat derzeit jedoch Mühe, in grossem Umfang und der gebotenen Geschwindigkeit den Weg zu Projekten zu finden, welche einen hohen Investitionsbedarf und ein erhöhtes Risiko aufweisen. Dazu gehören insbesondere Grossinvestitionen im Bereich der erneuerbaren Energien, zum Schutz der Artenvielfalt oder Investitionen in Negativ-Emissionstechnologien.  Die durch die Institution im Ausland erzielten Verminderung an Treibhausgasemissionen sollen möglichst den von der Schweiz im Ausland mitverursachten Emissionen entsprechen und einen wirksamen Beitrag an die Inlandreduktion leisten sowie die Wiederherstellung der Artenvielfalt im In- und Ausland fördern. Die Investitionsbank darf private Investitionen nicht konkurrenzieren und muss Mitnahmeeffekte verhindern. Zudem muss sie das aufgebaute Sachverständnis und die gewonnenen Daten laufend für den Aufbau von Kompetenzen zur Finanzierung von ökologischen Transformationen mit der Allgemeinheit (Open Source) teilen. Die Bank soll ein Gesamtinvestitionsvolumen von mindestens 10 Milliarden anstreben das über einen Zeitraum von 10 Jahren aufgebaut wird. Als Rechtsform sind verschiedene Modelle denkbar. Die Gesellschaft könnte als spezialgesetzliche Aktiengesellschaft im Mehrheitseigentum des Bundes errichtet werden, wobei die Eigenkapitaleinlagen des Bundes und die Fremdfinanzierung, z.B. über Green Bonds, sukzessive und im Gleichschritt mit dem Investitionsvolumen erfolgen könnten. Angestrebt wird eine mit ähnlichen Institutionen vergleichbare Eigenkapitalquote und Kapitalrendite. Ein späterer Verkauf der Investitionsbank soll möglich sein.&quot;&gt; Jedes Land muss einen Beitrag zur Eindämmung und Wiederherstellung der Folgen des Klimawandels und des Biodiversitätsverlusts leisten. Dazu hat sich auch die Schweiz mit der Ratifizierung der UNO-Agenda 2030 und dem Pariser Klimaabkommen verpflichtet. Mit ihrem starken Finanzmarkt, den damit verbundenen Kompetenzen und dem kompetitiven Vorteil, kann die Schweiz national, aber insbesondere international enorme Wirkung erzielen. Das private Kapital hat derzeit jedoch Mühe, in grossem Umfang und der gebotenen Geschwindigkeit den Weg zu Projekten zu finden, welche einen hohen Investitionsbedarf und ein erhöhtes Risiko aufweisen. Dazu gehören insbesondere Grossinvestitionen im Bereich der erneuerbaren Energien, zum Schutz der Artenvielfalt oder Investitionen in Negativ-Emissionstechnologien. Die durch die Institution im Ausland erzielten Verminderung an Treibhausgasemissionen sollen möglichst den von der Schweiz im Ausland mitverursachten Emissionen entsprechen und einen wirksamen Beitrag an die Inlandreduktion leisten sowie die Wiederherstellung der Artenvielfalt im In- und Ausland fördern. Die Investitionsbank darf private Investitionen nicht konkurrenzieren und muss Mitnahmeeffekte verhindern. Zudem muss sie das aufgebaute Sachverständnis und die gewonnenen Daten laufend für den Aufbau von Kompetenzen zur Finanzierung von ökologischen Transformationen mit der Allgemeinheit (Open Source) teilen. Die Bank soll ein Gesamtinvestitionsvolumen von mindestens 10 Milliarden anstreben das über einen Zeitraum von 10 Jahren aufgebaut wird. Als Rechtsform sind verschiedene Modelle denkbar. Die Gesellschaft könnte als spezialgesetzliche Aktiengesellschaft im Mehrheitseigentum des Bundes errichtet werden, wobei die Eigenkapitaleinlagen des Bundes und die Fremdfinanzierung, z.B. über Green Bonds, sukzessive und im Gleichschritt mit dem Investitionsvolumen erfolgen könnten. Angestrebt wird eine mit ähnlichen Institutionen vergleichbare Eigenkapitalquote und Kapitalrendite. Ein späterer Verkauf der Investitionsbank soll möglich sein. &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;Der Bundesrat und die Konferenz der Kantonsregierungen haben in ihrer Positionierung vom Juni 2022 die Durchführung einer nächsten Landesausstellung mit folgenden Aussagen klar begrüsst:&quot;Landesausstellungen... ...haben in der Schweiz Tradition und sind im kollektiven Bewusstsein verankert. ...können als Generationenprojekte eine identitätsstiftende Funktion zwischen den Menschen, Kulturen und Sprachen der Schweiz erfüllen und zum inneren Zusammenhalt beitragen. ...fördern eine Diskussion über die Zukunftsperspektiven der Schweiz und bieten die Möglichkeit, sich gegen innen und aussen zu präsentieren. ...können einen kulturellen, gesamtwirtschaftlichen und nachhaltigen Nutzen für die ganze Schweiz generieren&quot;.In Beantwortung zahlreicher parlamentarischer Vorstösse der letzten Jahre (siehe insbesondere Ip. Julliard, 22.3611) hat der Bundesrat konsequent diese Haltung vertreten. Er soll bis spätestens Ende 2023 einen &quot;Bericht über die Rahmenbedingungen für eine Landesausstellung&quot; verabschieden. Er begrüsst einen Dialog zwischen den verschiedenen Trägerschaften mit dem Ziel, eine Zusammenführung der bestehenden Projekte anzustreben. Sonst würde er ein Auswahlverfahren spätestens in seinem Bericht festlegen. Er nimmt Kenntnis vom angestrebten Zielpunkt 2027, kann aber keine genaue Einschätzung zum allfälligen Realisierungsjahr geben.Darauf basierend wurde der gewünschte Dialog unter den Trägerschaften der vier Initiativen aufgenommen, und die Vorbereitungsarbeiten haben einen neuen Schub erhalten im Hinblick auf die angegebenen Termine für die Einreichung der Projekte. Gleichzeitig signalisieren die Initianten ihre Flexibilität was den Realisierungspunkt anbelangt. Eine weitere Aufschiebung des Prozesses zur Klärung der Rahmenbedingungen würden die Projektinitiativen nicht überleben.&#x27;&gt; Der Bundesrat und die Konferenz der Kantonsregierungen haben in ihrer Positionierung vom Juni 2022 die Durchführung einer nächsten Landesausstellung mit folgenden Aussagen klar begrüsst:&amp;#34;Landesausstellungen... ...haben in der Schweiz Tradition und sind im kollektiven Bewusstsein verankert. ...können als Generationenprojekte eine identitätsstiftende Funktion zwischen den Menschen, Kulturen und Sprachen der Schweiz erfüllen und zum inneren Zusammenhalt beitragen. ...fördern eine Diskussion über die Zukunftsperspektiven der Schweiz und bieten die Möglichkeit, sich gegen innen und aussen zu präsentieren. ...können einen kulturellen, gesamtwirtschaftlichen und nachhaltigen Nutzen für die ganze Schweiz generieren&amp;#34;.In Beantwortung zahlreicher parlamentarischer Vorstösse der letzten Jahre (siehe insbesondere Ip. Julliard, 22.3611) hat der Bundesrat konsequent diese Haltung vertreten. Er soll bis spätestens Ende 2023 einen &amp;#34;Bericht über die Rahmenbedingungen für eine Landesausstellung&amp;#34; verabschieden. Er begrüsst einen Dialog zwischen den verschiedenen Trägerschaften mit dem Ziel, eine Zusammenführung der bestehenden Projekte anzustreben. Sonst würde er ein Auswahlverfahren spätestens in seinem Bericht festlegen. Er nimmt Kenntnis vom angestrebten Zielpunkt 2027, kann aber keine genaue Einschätzung zum allfälligen Realisierungsjahr geben.Darauf basierend wurde der gewünschte Dialog unter den Trägerschaften der vier Initiativen aufgenommen, und die Vorbereitungsarbeiten haben einen neuen Schub erhalten im Hinblick auf die angegebenen Termine für die Einreichung der Projekte. Gleichzeitig signalisieren die Initianten ihre Flexibilität was den Realisierungspunkt anbelangt. Eine weitere Aufschiebung des Prozesses zur Klärung der Rahmenbedingungen würden die Projektinitiativen nicht überleben. &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Zur Einhaltung der Klimaziele von Paris und des Bundesrates mit Netto Null CO2 bis 2050 ist eine fossilfreie Mobilität nötig. Anders als in anderen Sektoren, ist dieses Ziel beim Verkehr, besonders beim MIV und beim ÖV vergleichsweise einfach zu erreichen. Die Technologien für den fossilfreien Betrieb der Fahrzeuge sind vorhanden (Batterieelektrisch, Wasserstoff, biogene und synthetische Treibstoffe). In der Vollkostenrechnung über die ganze Betriebsdauer sind batterieelektrische Fahrzeuge beim MIV bereits heute konkurrenzfähig. Die fossilfreie Individualmobilität führt mittel- und langfristig weder zu Mehrkosten noch zu Einschränkungen für den Nutzer. Der Mobilitätswandel hin zu alternativen Antrieben und neuen Verkehrskonzepten bringt verschiedene, gewinnbringende Potentiale mit sich. Für diesen Wandel ist eine vorausschauende Regulierung zur Schaffung der Rahmenbedingungen zwingend. Die heutigen gesetzlichen Grundlagen tragen den Potentialen noch zu wenig Rechnung.&quot;&gt; Zur Einhaltung der Klimaziele von Paris und des Bundesrates mit Netto Null CO2 bis 2050 ist eine fossilfreie Mobilität nötig. Anders als in anderen Sektoren, ist dieses Ziel beim Verkehr, besonders beim MIV und beim ÖV vergleichsweise einfach zu erreichen. Die Technologien für den fossilfreien Betrieb der Fahrzeuge sind vorhanden (Batterieelektrisch, Wasserstoff, biogene und synthetische Treibstoffe). In der Vollkostenrechnung über die ganze Betriebsdauer sind batterieelektrische Fahrzeuge beim MIV bereits heute konkurrenzfähig. Die fossilfreie Individualmobilität führt mittel- und langfristig weder zu Mehrkosten noch zu Einschränkungen für den Nutzer. Der Mobilitätswandel hin zu alternativen Antrieben und neuen Verkehrskonzepten bringt verschiedene, gewinnbringende Potentiale mit sich. Für diesen Wandel ist eine vorausschauende Regulierung zur Schaffung der Rahmenbedingungen zwingend. Die heutigen gesetzlichen Grundlagen tragen den Potentialen noch zu wenig Rechnung. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;In einem Notfall zählt jede Minute. Besonders wichtig ist es daher, so schnell wie möglich Hilfe anzufordern. Die Alarmierung im Notfall funktioniert in der Schweiz heute ausschliesslich über die offiziellen Notrufnummer 112, 117, 118 oder 144 in Form eines Telefonanrufs. Grund dafür ist die heutige Gesetzeslage, welche die Entwicklung einer flächendeckenden, barrierefreien und digitalen Lösung nicht zulässt. Die Bedürfnisse der Bevölkerung haben sich jedoch stark verändert und sie erwartet, dass auch die Notrufe die heutigen technischen Möglichkeiten ausschöpfen.Heute ist es beispielsweise schwerhörigen und gehörlosen Menschen nicht möglich, direkt mit einer Notrufzentrale Kontakt aufzunehmen. Sie müssen über einen Vermittlungsdienst eine Notrufzentrale alarmieren. Dadurch geht entscheidende Zeit verloren und es entstehen Missverständnisse. Mit dem Ausschöpfen der heute vorhandenen technischen Möglichkeiten können diese Probleme erheblich reduziert werden.Auch für gehörlose Menschen muss es möglich sein, über einen Videoanruf, eine Chatfunktion oder eine Kombination von Video, Audio und Text direkt einen Notruf auszulösen. Eine Möglichkeit, dies umzusetzen, ist die spezifische Erweiterung der bestehenden Notrufplattform auf neue Technologien, welche vor allem im Mobiltelefonbereich zur Anwendung kommen sollen. Nebst der Übermittlung von Sprache und anderen Daten soll damit auch eine sprachunabhängige Zweiwegkommunikation ermöglicht werden. Diese Funktionalitäten sollen in Verbindung mit einem Notruf ermöglicht werden und über entsprechende gesetzliche Vorgaben geregelt werden.Nach übereinstimmender Ansicht der Blaulichtorganisationen soll es künftig möglich sein, weitere Daten, die teilweise bereits vorhanden sind, für Notrufe zuzulassen. Entsprechende Bestrebungen und Entwicklungen existieren auch auf europäischer Ebene.Der Bund soll deshalb die notwendigen gesetzlichen Grundlagen für einen digitalisieren und barrierefreien Notruf schaffen und eine koordinierende Rolle übernehmen, damit die bestehende Notrufplattform erweitert wird und die notwendigen technischen Voraussetzungen geschaffen werden.&quot;&gt; In einem Notfall zählt jede Minute. Besonders wichtig ist es daher, so schnell wie möglich Hilfe anzufordern. Die Alarmierung im Notfall funktioniert in der Schweiz heute ausschliesslich über die offiziellen Notrufnummer 112, 117, 118 oder 144 in Form eines Telefonanrufs. Grund dafür ist die heutige Gesetzeslage, welche die Entwicklung einer flächendeckenden, barrierefreien und digitalen Lösung nicht zulässt. Die Bedürfnisse der Bevölkerung haben sich jedoch stark verändert und sie erwartet, dass auch die Notrufe die heutigen technischen Möglichkeiten ausschöpfen.Heute ist es beispielsweise schwerhörigen und gehörlosen Menschen nicht möglich, direkt mit einer Notrufzentrale Kontakt aufzunehmen. Sie müssen über einen Vermittlungsdienst eine Notrufzentrale alarmieren. Dadurch geht entscheidende Zeit verloren und es entstehen Missverständnisse. Mit dem Ausschöpfen der heute vorhandenen technischen Möglichkeiten können diese Probleme erheblich reduziert werden.Auch für gehörlose Menschen muss es möglich sein, über einen Videoanruf, eine Chatfunktion oder eine Kombination von Video, Audio und Text direkt einen Notruf auszulösen. Eine Möglichkeit, dies umzusetzen, ist die spezifische Erweiterung der bestehenden Notrufplattform auf neue Technologien, welche vor allem im Mobiltelefonbereich zur Anwendung kommen sollen. Nebst der Übermittlung von Sprache und anderen Daten soll damit auch eine sprachunabhängige Zweiwegkommunikation ermöglicht werden. Diese Funktionalitäten sollen in Verbindung mit einem Notruf ermöglicht werden und über entsprechende gesetzliche Vorgaben geregelt werden.Nach übereinstimmender Ansicht der Blaulichtorganisationen soll es künftig möglich sein, weitere Daten, die teilweise bereits vorhanden sind, für Notrufe zuzulassen. Entsprechende Bestrebungen und Entwicklungen existieren auch auf europäischer Ebene.Der Bund soll deshalb die notwendigen gesetzlichen Grundlagen für einen digitalisieren und barrierefreien Notruf schaffen und eine koordinierende Rolle übernehmen, damit die bestehende Notrufplattform erweitert wird und die notwendigen technischen Voraussetzungen geschaffen werden. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;Gemäss Artikel 82 Abs. 3 der Bundesverfassung ist die Benützung öffentlicher Strassen grundsätzlich gebührenfrei. Die Bundesversammlung kann aber Ausnahmen bewilligen. Bereits im Jahr 2016 hat der Bundesrat in seiner Antwort auf die Motionen 16.3010, 16.3040 und 16.3045 darauf hingewiesen, dass es aus seiner Sicht gute Gründe für die Einführung von Tunnelgebühren am Gotthard und allenfalls anderen Alpenübergängen gibt.  Mautsysteme an den alpenquerenden Übergängen sind in den Nachbarländern längst Realität. Beispielsweise in Österreich mit der Brennerautobahn (Sondermautstrecke) und dem Arlbergtunnel sowie in Frankreich mit den beiden Strassentunneln Mont Blanc und Fréjus. Auch im Grosser-St.-Bernhard-Strassentunnel zwischen der Schweiz und Frankreich kennen wir bereits eine Maut. Die aktuelle Verkehrsbelastung ist insbesondere am Gotthard unbefriedigend. An Spitzentagen bilden sich kilometerlange Staus und der lokale Verkehr bricht zeitweilig zusammen. Einsatzkräfte bleiben im Ausweichverkehr stecken. Flankierende Massnahmen sind dringend nötig.  Eine Maut hat zwei zentrale Vorteile. Erstens leistet sie einen Beitrag zur Finanzierung der Infrastruktur durch die Benutzenden und zweitens kann sie durch eine variable Ausgestaltung Belastungsspitzen glätten. Dabei darf sich aber eine Maut nicht negativ auf den lokalen Berufsverkehr auswirken. Angepasste Tarife für die lokale Bevölkerung sollen beispielsweise mit Mehrfahrtenkarten (wie beim Autoverlad), Pendler-Jahreskarten oder Anrainerkarten (wie das bei der Brennerautobahn oder auch beim Autoverlad &quot;Vereina&quot; für Einwohner der Gemeinde Silvaplana gilt) Teil der Umsetzung sein. Im Gegensatz zu früheren Vorstössen, die auch am Argument der praktischen Umsetzbarkeit scheiterten, sind die technischen Möglichkeiten heute vielfältig. Dies zeigt sich an internationalen Beispielen, die insbesondere auf Digitalisierung setzen. Es ist auch finanzpolitisch nicht nachvollziehbar, warum im Ausland zum Teil hohe Gebühren für die Benützung von Autobahnen, Brücken und Tunnel bezahlt werden, während in der Schweiz sämtliche Benutzer von aufwendigen Bauwerken im Nationalstrassennetz vergleichsweise günstig fahren.&#x27;&gt; Gemäss Artikel 82 Abs. 3 der Bundesverfassung ist die Benützung öffentlicher Strassen grundsätzlich gebührenfrei. Die Bundesversammlung kann aber Ausnahmen bewilligen. Bereits im Jahr 2016 hat der Bundesrat in seiner Antwort auf die Motionen 16.3010, 16.3040 und 16.3045 darauf hingewiesen, dass es aus seiner Sicht gute Gründe für die Einführung von Tunnelgebühren am Gotthard und allenfalls anderen Alpenübergängen gibt. Mautsysteme an den alpenquerenden Übergängen sind in den Nachbarländern längst Realität. Beispielsweise in Österreich mit der Brennerautobahn (Sondermautstrecke) und dem Arlbergtunnel sowie in Frankreich mit den beiden Strassentunneln Mont Blanc und Fréjus. Auch im Grosser-St.-Bernhard-Strassentunnel zwischen der Schweiz und Frankreich kennen wir bereits eine Maut. Die aktuelle Verkehrsbelastung ist insbesondere am Gotthard unbefriedigend. An Spitzentagen bilden sich kilometerlange Staus und der lokale Verkehr bricht zeitweilig zusammen. Einsatzkräfte bleiben im Ausweichverkehr stecken. Flankierende Massnahmen sind dringend nötig. Eine Maut hat zwei zentrale Vorteile. Erstens leistet sie einen Beitrag zur Finanzierung der Infrastruktur durch die Benutzenden und zweitens kann sie durch eine variable Ausgestaltung Belastungsspitzen glätten. Dabei darf sich aber eine Maut nicht negativ auf den lokalen Berufsverkehr auswirken. Angepasste Tarife für die lokale Bevölkerung sollen beispielsweise mit Mehrfahrtenkarten (wie beim Autoverlad), Pendler-Jahreskarten oder Anrainerkarten (wie das bei der Brennerautobahn oder auch beim Autoverlad &amp;#34;Vereina&amp;#34; für Einwohner der Gemeinde Silvaplana gilt) Teil der Umsetzung sein. Im Gegensatz zu früheren Vorstössen, die auch am Argument der praktischen Umsetzbarkeit scheiterten, sind die technischen Möglichkeiten heute vielfältig. Dies zeigt sich an internationalen Beispielen, die insbesondere auf Digitalisierung setzen. Es ist auch finanzpolitisch nicht nachvollziehbar, warum im Ausland zum Teil hohe Gebühren für die Benützung von Autobahnen, Brücken und Tunnel bezahlt werden, während in der Schweiz sämtliche Benutzer von aufwendigen Bauwerken im Nationalstrassennetz vergleichsweise günstig fahren. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Neuenburg und andere Städte in der Romandie haben einen schwierigen Sommer erlebt, was die Kriminalität betrifft. Mehr oder weniger stark organisierte Banden zogen durch die Städte und begingen Straftaten, die für die Opfer nicht nur lästig, sondern auch traumatisierend waren, und zwar mit sehr hoher Intensität (rund 80 Prozent aller Diebstähle im Juli wurden von solchen Banden begangen). Die kantonalen Polizeikräfte haben ausgezeichnete Arbeit geleistet, aber es ist dennoch nötig, dass auch die Bundesbehörden alarmiert werden, damit sichergestellt ist, dass die Ordnungskräfte über die Mittel verfügen, um auf diese Situationen angemessen zu reagieren. Es wird angeregt, dass der Bund bei Vorfällen dieser Art entschlossen Unterstützung leistet, insbesondere betreffend die Betreuung dieser Personen und die Berücksichtigung der Gesamtkosten dieses Phänomens, die vom Bund übernommen werden sollten. Anscheinend machen verschiedene Täterinnen und Täter falsche Angaben, insbesondere in Bezug auf ihre Herkunft oder ihr Alter. Die Kantone haben angesichts dieses Phänomens gut reagiert, aber sie haben dennoch Unterstützung nötig. Der Bund sollte mit einer proaktiven und engagierten Strategie auf die Unterzeichnung von Rückübernahmeabkommen hinarbeiten, mit welchen die Straftäterinnen und Straftäter auch tatsächlich zurückgeschafft werden können. Ausserdem scheinen die Strukturen, die für Minderjährige zur Verfügung stehen, für diese nicht geeignet zu sein, und die Minderjährigen stehen anscheinend in direktem Kontakt mit manchmal gewalttätigen und kriminellen Erwachsenen, was das Phänomen leider noch verstärkt. Es scheint auch klar, dass diese leicht identifizierbaren Banden aufgelöst werden müssten und dass dafür gesorgt werden müsste, dass sich die betreffenden Jugendlichen nicht am gleichen Ort aufhalten, mindestens wenn es sich um Asylsuchende handelt. Heute ist es jedoch so, dass Personen, die das Zentrum wechseln müssen, einen Fahrausweis bekommen, aber nicht begleitet werden. So können sie problemlos in dem Gebiet bleiben, in dem die Bande aktiv ist, anstatt in das andere Zentrum oder an den anderen Ort zu wechseln.&quot;&gt; Neuenburg und andere Städte in der Romandie haben einen schwierigen Sommer erlebt, was die Kriminalität betrifft. Mehr oder weniger stark organisierte Banden zogen durch die Städte und begingen Straftaten, die für die Opfer nicht nur lästig, sondern auch traumatisierend waren, und zwar mit sehr hoher Intensität (rund 80 Prozent aller Diebstähle im Juli wurden von solchen Banden begangen). Die kantonalen Polizeikräfte haben ausgezeichnete Arbeit geleistet, aber es ist dennoch nötig, dass auch die Bundesbehörden alarmiert werden, damit sichergestellt ist, dass die Ordnungskräfte über die Mittel verfügen, um auf diese Situationen angemessen zu reagieren. Es wird angeregt, dass der Bund bei Vorfällen dieser Art entschlossen Unterstützung leistet, insbesondere betreffend die Betreuung dieser Personen und die Berücksichtigung der Gesamtkosten dieses Phänomens, die vom Bund übernommen werden sollten. Anscheinend machen verschiedene Täterinnen und Täter falsche Angaben, insbesondere in Bezug auf ihre Herkunft oder ihr Alter. Die Kantone haben angesichts dieses Phänomens gut reagiert, aber sie haben dennoch Unterstützung nötig. Der Bund sollte mit einer proaktiven und engagierten Strategie auf die Unterzeichnung von Rückübernahmeabkommen hinarbeiten, mit welchen die Straftäterinnen und Straftäter auch tatsächlich zurückgeschafft werden können. Ausserdem scheinen die Strukturen, die für Minderjährige zur Verfügung stehen, für diese nicht geeignet zu sein, und die Minderjährigen stehen anscheinend in direktem Kontakt mit manchmal gewalttätigen und kriminellen Erwachsenen, was das Phänomen leider noch verstärkt. Es scheint auch klar, dass diese leicht identifizierbaren Banden aufgelöst werden müssten und dass dafür gesorgt werden müsste, dass sich die betreffenden Jugendlichen nicht am gleichen Ort aufhalten, mindestens wenn es sich um Asylsuchende handelt. Heute ist es jedoch so, dass Personen, die das Zentrum wechseln müssen, einen Fahrausweis bekommen, aber nicht begleitet werden. So können sie problemlos in dem Gebiet bleiben, in dem die Bande aktiv ist, anstatt in das andere Zentrum oder an den anderen Ort zu wechseln. &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;Auch wenn die neuen österreichischen Titel &quot;Bachelor Professional, Master Professional&quot; mit den gleichnamigen Titeln in Deutschland nicht vergleichbar sind, die höhere Berufsbildung ist europaweit in Bewegung. Für das österreichische Bundesministerium für Bildung, Wissenschaft und Forschung sind die Titel gemäss Medienmitteilung eine von vielen Massnahmen im Kampf gegen den vorherrschenden Fachkräftemangel. In Deutschland werden die Titel &quot;Bachelor Professional, Master Professional&quot; bereits seit dem 1. Januar 2020 vergeben. Das Bundesbildungsministerium begründete den Schritt mit der Gleichwertigkeit zwischen der höherqualifizierenden Berufsbildung und dem Hochschulstudium.Für die Schweizer Absolventinnen und Absolventen der höheren Berufsbildung, welche weltweit zu den Besten gehören, hat das drastische Auswirkungen. Weil die Schweiz nach wie vor keine solche Titel kennt, schmälert das für viele Schweizer Berufsleute die Anstellungschancen im Ausland und je länger je mehr auch im Inland. Gesucht werden nämlich immer häufiger Berufsleute mit einem Bachelor- oder einem Masterabschluss. Am 13. Mai 2020 begründete der Bundesrat die Ablehnung einer ähnlich lautenden Motion (20.3050) damit, dass das Staatssekretariat für Bildung, Forschung und Innovation SBFI bis im Sommer 2020 eine umfassende Auslegeordnung vornehmen würde und man diese Arbeiten doch abwarten solle. Passiert ist seither jedoch nichts und die Schweizer Absolventinnen und Absolventen der höheren Berufsbildung müssen sich im Ausland immer noch mit unbekannten englischen Titeln bewerben. Die hochstehende Qualität unserer Berufsbildung kommt somit nach wie vor nicht zur Geltung. Das ist ein unhaltbarer Zustand, den es schnellstmöglich zu korrigieren gilt.&#x27;&gt; Auch wenn die neuen österreichischen Titel &amp;#34;Bachelor Professional, Master Professional&amp;#34; mit den gleichnamigen Titeln in Deutschland nicht vergleichbar sind, die höhere Berufsbildung ist europaweit in Bewegung. Für das österreichische Bundesministerium für Bildung, Wissenschaft und Forschung sind die Titel gemäss Medienmitteilung eine von vielen Massnahmen im Kampf gegen den vorherrschenden Fachkräftemangel. In Deutschland werden die Titel &amp;#34;Bachelor Professional, Master Professional&amp;#34; bereits seit dem 1. Januar 2020 vergeben. Das Bundesbildungsministerium begründete den Schritt mit der Gleichwertigkeit zwischen der höherqualifizierenden Berufsbildung und dem Hochschulstudium.Für die Schweizer Absolventinnen und Absolventen der höheren Berufsbildung, welche weltweit zu den Besten gehören, hat das drastische Auswirkungen. Weil die Schweiz nach wie vor keine solche Titel kennt, schmälert das für viele Schweizer Berufsleute die Anstellungschancen im Ausland und je länger je mehr auch im Inland. Gesucht werden nämlich immer häufiger Berufsleute mit einem Bachelor- oder einem Masterabschluss. Am 13. Mai 2020 begründete der Bundesrat die Ablehnung einer ähnlich lautenden Motion (20.3050) damit, dass das Staatssekretariat für Bildung, Forschung und Innovation SBFI bis im Sommer 2020 eine umfassende Auslegeordnung vornehmen würde und man diese Arbeiten doch abwarten solle. Passiert ist seither jedoch nichts und die Schweizer Absolventinnen und Absolventen der höheren Berufsbildung müssen sich im Ausland immer noch mit unbekannten englischen Titeln bewerben. Die hochstehende Qualität unserer Berufsbildung kommt somit nach wie vor nicht zur Geltung. Das ist ein unhaltbarer Zustand, den es schnellstmöglich zu korrigieren gilt. &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Nachhaltiges Wachstum, verantwortungsvoller Umgang mit den Angestellten und der Beitrag zu einer stabilen Wirtschaft bilden wichtige Voraussetzungen zur Erbringung kritischer (systemrelevanter) Dienstleistungen oder bei der Produktion von Schlüsselgütern. Es muss sichergestellt werden, dass bei systemrelevanten Unternehmen auch die Schweiz und die Stabilität unserer Volkswirtschaft bei Entscheiden mitberücksichtigt werden. Deshalb ist es wichtig, dass sich die Entscheidungs- und Verantwortungsträger, nämlich die Verwaltungsräte auch mit der Schweiz identifizieren und abschätzen können, welche Auswirkungen strategische Entscheidungen für unser Land und unsere Bevölkerung haben können.&quot;&gt; Nachhaltiges Wachstum, verantwortungsvoller Umgang mit den Angestellten und der Beitrag zu einer stabilen Wirtschaft bilden wichtige Voraussetzungen zur Erbringung kritischer (systemrelevanter) Dienstleistungen oder bei der Produktion von Schlüsselgütern. Es muss sichergestellt werden, dass bei systemrelevanten Unternehmen auch die Schweiz und die Stabilität unserer Volkswirtschaft bei Entscheiden mitberücksichtigt werden. Deshalb ist es wichtig, dass sich die Entscheidungs- und Verantwortungsträger, nämlich die Verwaltungsräte auch mit der Schweiz identifizieren und abschätzen können, welche Auswirkungen strategische Entscheidungen für unser Land und unsere Bevölkerung haben können. &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (2424)&quot;&gt; Other values (2424) &lt;/td&gt;&lt;td&gt;2477&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 50.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class=missing&gt;&lt;td title=(Missing)&gt; (Missing) &lt;/td&gt;&lt;td&gt;2361&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:95.3%&gt; 48.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Length&lt;/h4&gt;&lt;?xml version=&quot;1.0&quot; encoding=&quot;utf-8&quot; standalone=&quot;no&quot;?&gt;&lt;!DOCTYPE svg class=&quot;img-responsive center-img&quot;PUBLIC &quot;-//W3C//DTD SVG 1.1//EN&quot;\n",
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&amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=und&gt; und &lt;/td&gt;&lt;td&gt;17028&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.1%&gt; &amp;nbsp; &lt;/div&gt; 3.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=in&gt; in &lt;/td&gt;&lt;td&gt;9280&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.2%&gt; &amp;nbsp; &lt;/div&gt; 1.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=zu&gt; zu &lt;/td&gt;&lt;td&gt;7033&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.7%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=von&gt; von &lt;/td&gt;&lt;td&gt;6468&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 1.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=den&gt; den &lt;/td&gt;&lt;td&gt;6170&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 1.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=für&gt; für &lt;/td&gt;&lt;td&gt;5867&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 1.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ist&gt; ist &lt;/td&gt;&lt;td&gt;5280&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.3%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=werden&gt; werden &lt;/td&gt;&lt;td&gt;4839&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.2%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (49950)&quot;&gt; Other values (49950) &lt;/td&gt;&lt;td&gt;419580&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 79.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3438080407475755772bottom-3438080407475755772characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#3438080407475755772unicode-3438080407475755772characters aria-controls=3438080407475755772unicode-3438080407475755772characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3438080407475755772unicode-3438080407475755772categories aria-controls=3438080407475755772unicode-3438080407475755772categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3438080407475755772unicode-3438080407475755772scripts aria-controls=3438080407475755772unicode-3438080407475755772scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#3438080407475755772unicode-3438080407475755772blocks aria-controls=3438080407475755772unicode-3438080407475755772blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=3438080407475755772unicode-3438080407475755772characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;547725&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:43.7%&gt; 13.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;523936&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:41.8%&gt; 12.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;351353&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.0%&gt; &amp;nbsp; &lt;/div&gt; 8.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;268496&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.4%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;244195&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.5%&gt; &amp;nbsp; &lt;/div&gt; 6.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;209553&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.7%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;207556&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.6%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;159456&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.7%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;155705&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.4%&gt; &amp;nbsp; &lt;/div&gt; 3.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;136269&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.9%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (108)&quot;&gt; Other values (108) &lt;/td&gt;&lt;td&gt;1253013&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 30.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3438080407475755772unicode-3438080407475755772categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;3215295&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 79.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Space Separator&quot;&gt; Space Separator &lt;/td&gt;&lt;td&gt;524895&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.3%&gt; &amp;nbsp; &lt;/div&gt; 12.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Uppercase Letter&quot;&gt; Uppercase Letter &lt;/td&gt;&lt;td&gt;194391&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.0%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Other Punctuation&quot;&gt; Other Punctuation &lt;/td&gt;&lt;td&gt;68308&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.1%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Decimal Number&quot;&gt; Decimal Number &lt;/td&gt;&lt;td&gt;37125&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.2%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Dash Punctuation&quot;&gt; Dash Punctuation &lt;/td&gt;&lt;td&gt;8716&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Open Punctuation&quot;&gt; Open Punctuation &lt;/td&gt;&lt;td&gt;3713&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Close Punctuation&quot;&gt; Close Punctuation &lt;/td&gt;&lt;td&gt;3711&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Math Symbol&quot;&gt; Math Symbol &lt;/td&gt;&lt;td&gt;872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Connector Punctuation&quot;&gt; Connector Punctuation &lt;/td&gt;&lt;td&gt;144&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (3)&quot;&gt; Other values (3) &lt;/td&gt;&lt;td&gt;87&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;547725&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:68.0%&gt; 17.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;351353&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:43.6%&gt; 10.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;268496&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:33.4%&gt; &amp;nbsp; &lt;/div&gt; 8.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;244195&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.3%&gt; &amp;nbsp; &lt;/div&gt; 7.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;209553&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.0%&gt; &amp;nbsp; &lt;/div&gt; 6.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;207556&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.8%&gt; &amp;nbsp; &lt;/div&gt; 6.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;159456&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.8%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;155705&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.3%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;136269&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.9%&gt; &amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;129986&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.1%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (32)&quot;&gt; Other values (32) &lt;/td&gt;&lt;td&gt;805001&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 25.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Uppercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=S&gt; S &lt;/td&gt;&lt;td&gt;19134&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.9%&gt; &amp;nbsp; &lt;/div&gt; 9.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=A&gt; A &lt;/td&gt;&lt;td&gt;17797&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 9.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=B&gt; B &lt;/td&gt;&lt;td&gt;16756&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.3%&gt; &amp;nbsp; &lt;/div&gt; 8.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=D&gt; D &lt;/td&gt;&lt;td&gt;14211&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.4%&gt; &amp;nbsp; &lt;/div&gt; 7.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;12377&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.7%&gt; &amp;nbsp; &lt;/div&gt; 6.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=P&gt; P &lt;/td&gt;&lt;td&gt;10271&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.5%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=M&gt; M &lt;/td&gt;&lt;td&gt;9738&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.7%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=G&gt; G &lt;/td&gt;&lt;td&gt;9606&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.5%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=V&gt; V &lt;/td&gt;&lt;td&gt;9414&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.2%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=K&gt; K &lt;/td&gt;&lt;td&gt;8825&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.3%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (19)&quot;&gt; Other values (19) &lt;/td&gt;&lt;td&gt;66262&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;30884&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 45.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;28729&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:93.0%&gt; 42.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;&quot;&#x27;&gt; &amp;#34; &lt;/td&gt;&lt;td&gt;3804&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.3%&gt; &amp;nbsp; &lt;/div&gt; 5.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=/ &gt; / &lt;/td&gt;&lt;td&gt;1880&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.1%&gt; &amp;nbsp; &lt;/div&gt; 2.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=:&gt; : &lt;/td&gt;&lt;td&gt;1615&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.2%&gt; &amp;nbsp; &lt;/div&gt; 2.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=;&gt; ; &lt;/td&gt;&lt;td&gt;649&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.1%&gt; &amp;nbsp; &lt;/div&gt; 1.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=?&gt; ? &lt;/td&gt;&lt;td&gt;291&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.9%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&amp;amp;&gt; &amp;amp; &lt;/td&gt;&lt;td&gt;138&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=*&gt; * &lt;/td&gt;&lt;td&gt;101&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&#x27;&quot;&gt; &amp;#39; &lt;/td&gt;&lt;td&gt;93&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (5)&quot;&gt; Other values (5) &lt;/td&gt;&lt;td&gt;124&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Decimal Number&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=2&gt; 2 &lt;/td&gt;&lt;td&gt;9235&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 24.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0&gt; 0 &lt;/td&gt;&lt;td&gt;9211&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:99.7%&gt; 24.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt; 1 &lt;/td&gt;&lt;td&gt;6146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:66.6%&gt; 16.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=3&gt; 3 &lt;/td&gt;&lt;td&gt;2555&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.7%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=5&gt; 5 &lt;/td&gt;&lt;td&gt;2253&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.4%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=4&gt; 4 &lt;/td&gt;&lt;td&gt;1854&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.1%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=9&gt; 9 &lt;/td&gt;&lt;td&gt;1816&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.7%&gt; &amp;nbsp; &lt;/div&gt; 4.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=6&gt; 6 &lt;/td&gt;&lt;td&gt;1395&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.1%&gt; &amp;nbsp; &lt;/div&gt; 3.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=8&gt; 8 &lt;/td&gt;&lt;td&gt;1352&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.6%&gt; &amp;nbsp; &lt;/div&gt; 3.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=7&gt; 7 &lt;/td&gt;&lt;td&gt;1308&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.2%&gt; &amp;nbsp; &lt;/div&gt; 3.5% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Math Symbol&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;&gt;&quot;&gt; &amp;gt; &lt;/td&gt;&lt;td&gt;298&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;&lt;&quot;&gt; &amp;lt; &lt;/td&gt;&lt;td&gt;298&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 34.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;=&quot;&gt; = &lt;/td&gt;&lt;td&gt;166&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:55.7%&gt; 19.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=+&gt; + &lt;/td&gt;&lt;td&gt;107&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.9%&gt; &amp;nbsp; &lt;/div&gt; 12.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=~&gt; ~ &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.0%&gt; &amp;nbsp; &lt;/div&gt; 0.3% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Open Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=(&gt; ( &lt;/td&gt;&lt;td&gt;3605&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 97.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=[&gt; [ &lt;/td&gt;&lt;td&gt;106&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.9%&gt; &amp;nbsp; &lt;/div&gt; 2.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=„&gt; „ &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Close Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=)&gt; ) &lt;/td&gt;&lt;td&gt;3603&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 97.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=]&gt; ] &lt;/td&gt;&lt;td&gt;105&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:2.9%&gt; &amp;nbsp; &lt;/div&gt; 2.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=}&gt; } &lt;/td&gt;&lt;td&gt;3&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Initial Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=«&gt; « &lt;/td&gt;&lt;td&gt;27&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 79.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=“&gt; “ &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.2%&gt; &amp;nbsp; &lt;/div&gt; 17.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=‹&gt; ‹ &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.7%&gt; &amp;nbsp; &lt;/div&gt; 2.9% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Space Separator&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;523936&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title= &gt;   &lt;/td&gt;&lt;td&gt;959&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.2%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Dash Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;8693&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 99.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=–&gt; – &lt;/td&gt;&lt;td&gt;23&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.3% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Final Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=»&gt; » &lt;/td&gt;&lt;td&gt;23&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 95.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=›&gt; › &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.3%&gt; &amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Connector Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=_&gt; _ &lt;/td&gt;&lt;td&gt;144&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Symbol&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=°&gt; ° &lt;/td&gt;&lt;td&gt;29&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3438080407475755772unicode-3438080407475755772scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;3409685&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 84.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Common&gt; Common &lt;/td&gt;&lt;td&gt;647572&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:19.0%&gt; &amp;nbsp; &lt;/div&gt; 16.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;547725&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:54.8%&gt; 16.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;351353&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.2%&gt; &amp;nbsp; &lt;/div&gt; 10.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;268496&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;244195&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.4%&gt; &amp;nbsp; &lt;/div&gt; 7.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;209553&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.0%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;207556&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.8%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;159456&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.0%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;155705&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.6%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;136269&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.6%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=h&gt; h &lt;/td&gt;&lt;td&gt;129986&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.0%&gt; &amp;nbsp; &lt;/div&gt; 3.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (60)&quot;&gt; Other values (60) &lt;/td&gt;&lt;td&gt;999391&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Common&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;523936&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 80.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=.&gt; . &lt;/td&gt;&lt;td&gt;30884&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.9%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;28729&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.5%&gt; &amp;nbsp; &lt;/div&gt; 4.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=2&gt; 2 &lt;/td&gt;&lt;td&gt;9235&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=0&gt; 0 &lt;/td&gt;&lt;td&gt;9211&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.8%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;8693&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.7%&gt; &amp;nbsp; &lt;/div&gt; 1.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=1&gt; 1 &lt;/td&gt;&lt;td&gt;6146&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.2%&gt; &amp;nbsp; &lt;/div&gt; 0.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&#x27;&quot;&#x27;&gt; &amp;#34; &lt;/td&gt;&lt;td&gt;3804&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.7%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=(&gt; ( &lt;/td&gt;&lt;td&gt;3605&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.7%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=)&gt; ) &lt;/td&gt;&lt;td&gt;3603&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.7%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (38)&quot;&gt; Other values (38) &lt;/td&gt;&lt;td&gt;19726&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.8%&gt; &amp;nbsp; &lt;/div&gt; 3.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=3438080407475755772unicode-3438080407475755772blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;4001213&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 98.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=None&gt; None &lt;/td&gt;&lt;td&gt;56011&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.4%&gt; &amp;nbsp; &lt;/div&gt; 1.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Punctuation&gt; Punctuation &lt;/td&gt;&lt;td&gt;33&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;547725&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:45.8%&gt; 13.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;523936&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:43.8%&gt; 13.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;351353&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.4%&gt; &amp;nbsp; &lt;/div&gt; 8.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;268496&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.4%&gt; &amp;nbsp; &lt;/div&gt; 6.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;244195&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.4%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;209553&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.5%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;207556&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.3%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;159456&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.3%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;155705&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.0%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;136269&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.4%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (79)&quot;&gt; Other values (79) &lt;/td&gt;&lt;td&gt;1196969&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;None&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ü&gt; ü &lt;/td&gt;&lt;td&gt;21901&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 39.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ä&gt; ä &lt;/td&gt;&lt;td&gt;21212&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:96.9%&gt; 37.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ö&gt; ö &lt;/td&gt;&lt;td&gt;10450&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:47.7%&gt; 18.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title= &gt;   &lt;/td&gt;&lt;td&gt;959&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.4%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ü&gt; Ü &lt;/td&gt;&lt;td&gt;671&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:3.1%&gt; &amp;nbsp; &lt;/div&gt; 1.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ä&gt; Ä &lt;/td&gt;&lt;td&gt;329&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.5%&gt; &amp;nbsp; &lt;/div&gt; 0.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Ö&gt; Ö &lt;/td&gt;&lt;td&gt;250&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:1.1%&gt; &amp;nbsp; &lt;/div&gt; 0.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=é&gt; é &lt;/td&gt;&lt;td&gt;100&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.5%&gt; &amp;nbsp; &lt;/div&gt; 0.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=°&gt; ° &lt;/td&gt;&lt;td&gt;29&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=«&gt; « &lt;/td&gt;&lt;td&gt;27&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (14)&quot;&gt; Other values (14) &lt;/td&gt;&lt;td&gt;83&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.4%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=–&gt; – &lt;/td&gt;&lt;td&gt;23&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 69.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=“&gt; “ &lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.1%&gt; &amp;nbsp; &lt;/div&gt; 18.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=„&gt; „ &lt;/td&gt;&lt;td&gt;2&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.7%&gt; &amp;nbsp; &lt;/div&gt; 6.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=‹&gt; ‹ &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.3%&gt; &amp;nbsp; &lt;/div&gt; 3.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=›&gt; › &lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:4.3%&gt; &amp;nbsp; &lt;/div&gt; 3.0% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_120535912541956906&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=LeadingDepartmentCode&gt;&lt;a href=#pp_var_120535912541956906&gt;LeadingDepartmentCode&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;8&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;0.2%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; uvek &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 1300&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; edi &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:87.6% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 1139&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; wbf &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:67.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 871&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; ejpd &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:41.5% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 540&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; efd &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:36.8% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 478&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=10%&gt; Other values (3) &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:41.8% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 544&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-120535912541956906, #minifreqtable120535912541956906&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-120535912541956906 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#120535912541956906bottom-120535912541956906overview aria-controls=120535912541956906bottom-120535912541956906overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#120535912541956906bottom-120535912541956906string aria-controls=120535912541956906bottom-120535912541956906string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#120535912541956906bottom-120535912541956906word aria-controls=120535912541956906bottom-120535912541956906word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#120535912541956906bottom-120535912541956906characters aria-controls=120535912541956906bottom-120535912541956906characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=120535912541956906bottom-120535912541956906overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;4&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;3&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;3.3768473&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;2&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;16452&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;13&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;0 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;bk&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;bk&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;eda&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;eda&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;eda&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=120535912541956906bottom-120535912541956906string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Common Values&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=uvek&gt; uvek &lt;/td&gt;&lt;td&gt;1300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 26.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=edi&gt; edi &lt;/td&gt;&lt;td&gt;1139&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:87.6%&gt; 23.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wbf&gt; wbf &lt;/td&gt;&lt;td&gt;871&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:67.0%&gt; 17.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ejpd&gt; ejpd &lt;/td&gt;&lt;td&gt;540&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:41.5%&gt; 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26.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=edi&gt; edi &lt;/td&gt;&lt;td&gt;1139&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:87.6%&gt; 23.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wbf&gt; wbf &lt;/td&gt;&lt;td&gt;871&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:67.0%&gt; 17.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ejpd&gt; ejpd &lt;/td&gt;&lt;td&gt;540&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:41.5%&gt; 11.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=efd&gt; efd &lt;/td&gt;&lt;td&gt;478&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.8%&gt; &amp;nbsp; &lt;/div&gt; 9.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=eda&gt; eda &lt;/td&gt;&lt;td&gt;321&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.7%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=vbs&gt; vbs &lt;/td&gt;&lt;td&gt;219&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:16.8%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=bk&gt; bk &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.3%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=120535912541956906bottom-120535912541956906characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#120535912541956906unicode-120535912541956906characters aria-controls=120535912541956906unicode-120535912541956906characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#120535912541956906unicode-120535912541956906categories aria-controls=120535912541956906unicode-120535912541956906categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#120535912541956906unicode-120535912541956906scripts aria-controls=120535912541956906unicode-120535912541956906scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#120535912541956906unicode-120535912541956906blocks aria-controls=120535912541956906unicode-120535912541956906blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=120535912541956906unicode-120535912541956906characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;3778&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 23.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2478&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:65.6%&gt; 15.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;1519&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:40.2%&gt; 9.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;1349&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.7%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1304&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.5%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.4%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1139&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.1%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;1094&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.0%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=w&gt; w &lt;/td&gt;&lt;td&gt;871&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.1%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=j&gt; j &lt;/td&gt;&lt;td&gt;540&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.3%&gt; &amp;nbsp; &lt;/div&gt; 3.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (3)&quot;&gt; Other values (3) &lt;/td&gt;&lt;td&gt;1080&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.6%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=120535912541956906unicode-120535912541956906categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;16452&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;3778&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 23.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2478&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:65.6%&gt; 15.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;1519&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:40.2%&gt; 9.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;1349&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.7%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1304&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.5%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.4%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1139&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.1%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;1094&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.0%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=w&gt; w &lt;/td&gt;&lt;td&gt;871&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.1%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=j&gt; j &lt;/td&gt;&lt;td&gt;540&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.3%&gt; &amp;nbsp; &lt;/div&gt; 3.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (3)&quot;&gt; Other values (3) &lt;/td&gt;&lt;td&gt;1080&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.6%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=120535912541956906unicode-120535912541956906scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;16452&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;3778&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 23.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2478&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:65.6%&gt; 15.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;1519&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:40.2%&gt; 9.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;1349&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.7%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1304&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.5%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.4%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1139&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.1%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;1094&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.0%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=w&gt; w &lt;/td&gt;&lt;td&gt;871&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.1%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=j&gt; j &lt;/td&gt;&lt;td&gt;540&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.3%&gt; &amp;nbsp; &lt;/div&gt; 3.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (3)&quot;&gt; Other values (3) &lt;/td&gt;&lt;td&gt;1080&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.6%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=120535912541956906unicode-120535912541956906blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;16452&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;3778&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 23.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2478&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:65.6%&gt; 15.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;1519&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:40.2%&gt; 9.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;1349&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:35.7%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1304&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.5%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1300&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.4%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1139&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.1%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;1094&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.0%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=w&gt; w &lt;/td&gt;&lt;td&gt;871&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.1%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=j&gt; j &lt;/td&gt;&lt;td&gt;540&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.3%&gt; &amp;nbsp; &lt;/div&gt; 3.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (3)&quot;&gt; Other values (3) &lt;/td&gt;&lt;td&gt;1080&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:28.6%&gt; &amp;nbsp; &lt;/div&gt; 6.6% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_7551613525236787616&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=LeadingOfficeCode&gt;&lt;a href=#pp_var_7551613525236787616&gt;LeadingOfficeCode&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p&gt;&lt;code&gt;HIGH CARDINALITY&lt;/code&gt;&amp;nbsp &lt;code&gt;&lt;abbr title=&quot;This variable has a high overall correlation with 2 fields: LeadingDepartmentCode, Office&quot;&gt;HIGH CORRELATION&lt;/abbr&gt;&lt;/code&gt;&amp;nbsp &lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;60&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;1.2%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; edibag &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:22.4% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 657&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; uvekbafu &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:14.4% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 421&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; wbfseco &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:11.8% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 345&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; uvekbfe &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:9.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 264 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; ejpdsem &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:8.7% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 254 &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;th width=10%&gt; Other values (55) &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 2931&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;col-sm-12 text-right&quot;&gt;&lt;button class=&quot;btn btn-default btn-sm&quot; data-toggle=collapse data-target=&quot;#bottom-7551613525236787616, #minifreqtable7551613525236787616&quot; aria-expanded=true aria-controls=collapseExample&gt; More details &lt;/button&gt;&lt;/div&gt;&lt;div id=bottom-7551613525236787616 class=collapse&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#7551613525236787616bottom-7551613525236787616overview aria-controls=7551613525236787616bottom-7551613525236787616overview role=tab data-toggle=tab&gt;Overview&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7551613525236787616bottom-7551613525236787616string aria-controls=7551613525236787616bottom-7551613525236787616string role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7551613525236787616bottom-7551613525236787616word aria-controls=7551613525236787616bottom-7551613525236787616word role=tab data-toggle=tab&gt;Words&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7551613525236787616bottom-7551613525236787616characters aria-controls=7551613525236787616bottom-7551613525236787616characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=7551613525236787616bottom-7551613525236787616overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;10&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;9&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;6.6635878&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;4&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;32465&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;23&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;1 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;7 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.1%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;bkdti&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;bkdti&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;edadeza&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;edadeza&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7551613525236787616bottom-7551613525236787616string&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h4 class=indent&gt;Common Values&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=edibag&gt; edibag &lt;/td&gt;&lt;td&gt;657&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.8%&gt; &amp;nbsp; &lt;/div&gt; 13.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=uvekbafu&gt; uvekbafu &lt;/td&gt;&lt;td&gt;421&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.3%&gt; &amp;nbsp; &lt;/div&gt; 8.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wbfseco&gt; wbfseco &lt;/td&gt;&lt;td&gt;345&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.3%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=uvekbfe&gt; uvekbfe &lt;/td&gt;&lt;td&gt;264&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.0%&gt; &amp;nbsp; &lt;/div&gt; 5.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ejpdsem&gt; ejpdsem &lt;/td&gt;&lt;td&gt;254&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wbfblw&gt; wbfblw &lt;/td&gt;&lt;td&gt;249&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.2%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ejpdbj&gt; ejpdbj &lt;/td&gt;&lt;td&gt;227&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.0%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=edibsv&gt; edibsv &lt;/td&gt;&lt;td&gt;210&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.1%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=uvekbav&gt; uvekbav &lt;/td&gt;&lt;td&gt;190&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.1%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=edasts&gt; 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&amp;nbsp; &lt;/div&gt; 8.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wbfseco&gt; wbfseco &lt;/td&gt;&lt;td&gt;345&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.3%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=uvekbfe&gt; uvekbfe &lt;/td&gt;&lt;td&gt;264&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.0%&gt; &amp;nbsp; &lt;/div&gt; 5.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ejpdsem&gt; ejpdsem &lt;/td&gt;&lt;td&gt;254&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wbfblw&gt; wbfblw &lt;/td&gt;&lt;td&gt;249&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.2%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=ejpdbj&gt; ejpdbj &lt;/td&gt;&lt;td&gt;227&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.0%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=edibsv&gt; edibsv &lt;/td&gt;&lt;td&gt;210&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.1%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=uvekbav&gt; uvekbav &lt;/td&gt;&lt;td&gt;190&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:10.1%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=edasts&gt; edasts &lt;/td&gt;&lt;td&gt;168&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.9%&gt; &amp;nbsp; &lt;/div&gt; 3.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (50)&quot;&gt; Other values (50) &lt;/td&gt;&lt;td&gt;1887&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 38.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7551613525236787616bottom-7551613525236787616characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#7551613525236787616unicode-7551613525236787616characters aria-controls=7551613525236787616unicode-7551613525236787616characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7551613525236787616unicode-7551613525236787616categories aria-controls=7551613525236787616unicode-7551613525236787616categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7551613525236787616unicode-7551613525236787616scripts aria-controls=7551613525236787616unicode-7551613525236787616scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#7551613525236787616unicode-7551613525236787616blocks aria-controls=7551613525236787616unicode-7551613525236787616blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=7551613525236787616unicode-7551613525236787616characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;5204&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:81.4%&gt; 16.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;4071&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:63.7%&gt; 12.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2714&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:42.5%&gt; 8.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;2512&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:39.3%&gt; &amp;nbsp; &lt;/div&gt; 7.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;2354&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.8%&gt; &amp;nbsp; &lt;/div&gt; 7.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;2306&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.1%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;2228&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.9%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1721&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.5%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1464&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.9%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (13)&quot;&gt; Other values (13) &lt;/td&gt;&lt;td&gt;6391&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 19.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7551613525236787616unicode-7551613525236787616categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;32465&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;5204&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:81.4%&gt; 16.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;4071&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:63.7%&gt; 12.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2714&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:42.5%&gt; 8.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;2512&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:39.3%&gt; &amp;nbsp; &lt;/div&gt; 7.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;2354&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.8%&gt; &amp;nbsp; &lt;/div&gt; 7.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;2306&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.1%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;2228&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.9%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1721&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.5%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1464&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.9%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (13)&quot;&gt; Other values (13) &lt;/td&gt;&lt;td&gt;6391&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 19.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7551613525236787616unicode-7551613525236787616scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;32465&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;5204&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:81.4%&gt; 16.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;4071&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:63.7%&gt; 12.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2714&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:42.5%&gt; 8.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;2512&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:39.3%&gt; &amp;nbsp; &lt;/div&gt; 7.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;2354&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.8%&gt; &amp;nbsp; &lt;/div&gt; 7.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;2306&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.1%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;2228&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.9%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1721&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.5%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1464&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.9%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (13)&quot;&gt; Other values (13) &lt;/td&gt;&lt;td&gt;6391&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 19.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=7551613525236787616unicode-7551613525236787616blocks&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring blocks&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=ASCII&gt; ASCII &lt;/td&gt;&lt;td&gt;32465&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per block&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;ASCII&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;5204&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:81.4%&gt; 16.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=b&gt; b &lt;/td&gt;&lt;td&gt;4071&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:63.7%&gt; 12.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;2714&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:42.5%&gt; 8.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;2512&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:39.3%&gt; &amp;nbsp; &lt;/div&gt; 7.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=v&gt; v &lt;/td&gt;&lt;td&gt;2354&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.8%&gt; &amp;nbsp; &lt;/div&gt; 7.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;2306&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:36.1%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;2228&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:34.9%&gt; &amp;nbsp; &lt;/div&gt; 6.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;1721&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 5.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;1500&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.5%&gt; &amp;nbsp; &lt;/div&gt; 4.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=k&gt; k &lt;/td&gt;&lt;td&gt;1464&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:22.9%&gt; &amp;nbsp; &lt;/div&gt; 4.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (13)&quot;&gt; Other values (13) &lt;/td&gt;&lt;td&gt;6391&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 19.7% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;a class=&quot;anchor-pos anchor-pos-variable&quot; id=pp_var_-2800272450422859312&gt;&lt;/a&gt;&lt;div class=variable&gt;&lt;div class=col-sm-12&gt;&lt;p class=h4 title=Office&gt;&lt;a href=#pp_var_-2800272450422859312&gt;Office&lt;/a&gt;&lt;br&gt;&lt;small&gt;Categorical&lt;/small&gt;&lt;/p&gt;&lt;p&gt;&lt;code&gt;HIGH CARDINALITY&lt;/code&gt;&amp;nbsp &lt;code&gt;&lt;abbr title=&quot;This variable has a high overall correlation with 2 fields: LeadingDepartmentCode, LeadingOfficeCode&quot;&gt;HIGH CORRELATION&lt;/abbr&gt;&lt;/code&gt;&amp;nbsp &lt;/p&gt;&lt;p class=variable-description&gt;&lt;/p&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr class=alert&gt;&lt;th&gt;Distinct&lt;/th&gt;&lt;td&gt;60&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct (%)&lt;/th&gt;&lt;td&gt;1.2%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing&lt;/th&gt;&lt;td&gt;0&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Missing (%)&lt;/th&gt;&lt;td&gt;0.0%&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Memory size&lt;/th&gt;&lt;td&gt;38.2 KiB&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-6&gt;&lt;div class=row id=minifreqtable&gt;&lt;table class=&quot;mini freq table-0&quot;&gt;&lt;tr class&gt;&lt;th width=10%&gt; Bundesamt für Gesundheit &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:22.4% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 657&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Bundesamt für Umwelt &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:14.4% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 421&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Staatssekretariat für Wirtschaft &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:11.8% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; 345&amp;nbsp; &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; Bundesamt für Energie &lt;/th&gt;&lt;td width=10%&gt;&lt;div class=bar style=width:9.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500&gt; &amp;nbsp; &lt;/div&gt; 264 &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;th width=10%&gt; 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id=-2800272450422859312bottom--2800272450422859312overview&gt;&lt;div class=row&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Length&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Max length&lt;/th&gt;&lt;td&gt;61&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Median length&lt;/th&gt;&lt;td&gt;47&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Mean length&lt;/th&gt;&lt;td&gt;28.538588&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Min length&lt;/th&gt;&lt;td&gt;16&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Characters and Unicode&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Total characters&lt;/th&gt;&lt;td&gt;139040&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct characters&lt;/th&gt;&lt;td&gt;49&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct categories&lt;/th&gt;&lt;td&gt;5 &lt;a title=&quot;Unicode categories (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode categories (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct scripts&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode scripts (click for more information)&quot; href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode scripts (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Distinct blocks&lt;/th&gt;&lt;td&gt;2 &lt;a title=&quot;Unicode blocks (click for more information)&quot; href=https://en.wikipedia.org/wiki/Unicode_block&gt;&lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;Unicode blocks (click for more information)&quot;&gt;?&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. &lt;/div&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Unique&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;Unique&lt;/th&gt;&lt;td&gt;7 &lt;span class=&quot;badge pull-right&quot; style=color:#fff;background-color:#337ab7; title=&quot;The number of unique values (all values that occur exactly once in the dataset).&quot;&gt;?&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;Unique (%)&lt;/th&gt;&lt;td&gt;0.1%&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=col-sm-3&gt;&lt;p class=h4&gt;Sample&lt;/p&gt;&lt;table class=&quot;table table-condensed stats&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;1st row&lt;/th&gt;&lt;td&gt;Bereich Digitale Transformation und IKT-Lenkung&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2nd row&lt;/th&gt;&lt;td&gt;Bereich Digitale Transformation und IKT-Lenkung&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3rd row&lt;/th&gt;&lt;td&gt;Direktion für Entwicklung und Zusammenarbeit&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4th row&lt;/th&gt;&lt;td&gt;Direktion für Entwicklung und Zusammenarbeit&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5th row&lt;/th&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; 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&amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Bundesamt für Energie&quot;&gt; Bundesamt für Energie &lt;/td&gt;&lt;td&gt;264&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.0%&gt; &amp;nbsp; &lt;/div&gt; 5.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Staatssekretariat für Migration&quot;&gt; Staatssekretariat für Migration &lt;/td&gt;&lt;td&gt;254&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Bundesamt für Landwirtschaft&quot;&gt; Bundesamt für Landwirtschaft &lt;/td&gt;&lt;td&gt;249&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.2%&gt; &amp;nbsp; &lt;/div&gt; 5.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Bundesamt für Justiz&quot;&gt; Bundesamt für Justiz &lt;/td&gt;&lt;td&gt;227&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.0%&gt; &amp;nbsp; &lt;/div&gt; 4.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Bundesamt für Sozialversicherungen&quot;&gt; 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       "&quot; style=&quot;fill: none&quot;/&gt;&lt;/g&gt;&lt;/g&gt;&lt;/g&gt;&lt;defs&gt;&lt;clippath id=pf224fe7762&gt;&lt;rect x=52.12 y=10.8 width=441.08 height=168.881052 /&gt;&lt;/clippath&gt;&lt;/defs&gt;&lt;/svg&gt;&lt;div class=&quot;caption text-center text-muted&quot;&gt; Histogram of lengths of the category &lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-2800272450422859312bottom--2800272450422859312word&gt;&lt;div class=col-sm-12&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=für&gt; für &lt;/td&gt;&lt;td&gt;4129&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:95.6%&gt; 27.1% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=bundesamt&gt; bundesamt &lt;/td&gt;&lt;td&gt;3056&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:70.8%&gt; 20.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=staatssekretariat&gt; staatssekretariat &lt;/td&gt;&lt;td&gt;1075&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.9%&gt; &amp;nbsp; &lt;/div&gt; 7.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=gesundheit&gt; gesundheit &lt;/td&gt;&lt;td&gt;657&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.2%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=und&gt; und &lt;/td&gt;&lt;td&gt;479&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.1%&gt; &amp;nbsp; &lt;/div&gt; 3.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=umwelt&gt; umwelt &lt;/td&gt;&lt;td&gt;421&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:9.7%&gt; &amp;nbsp; &lt;/div&gt; 2.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=wirtschaft&gt; wirtschaft &lt;/td&gt;&lt;td&gt;345&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.0%&gt; &amp;nbsp; &lt;/div&gt; 2.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=energie&gt; energie &lt;/td&gt;&lt;td&gt;264&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:6.1%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=migration&gt; migration &lt;/td&gt;&lt;td&gt;254&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.9%&gt; &amp;nbsp; &lt;/div&gt; 1.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=landwirtschaft&gt; landwirtschaft &lt;/td&gt;&lt;td&gt;249&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:5.8%&gt; &amp;nbsp; &lt;/div&gt; 1.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (89)&quot;&gt; Other values (89) &lt;/td&gt;&lt;td&gt;4319&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 28.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-2800272450422859312bottom--2800272450422859312characters&gt;&lt;div class=col-sm-12&gt;&lt;div class=&quot;row spacing&quot;&gt;&lt;ul class=&quot;nav nav-tabs&quot; role=tablist&gt;&lt;li role=presentation class=active&gt;&lt;a href=#-2800272450422859312unicode--2800272450422859312characters aria-controls=-2800272450422859312unicode--2800272450422859312characters role=tab data-toggle=tab&gt;Characters&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-2800272450422859312unicode--2800272450422859312categories aria-controls=-2800272450422859312unicode--2800272450422859312categories role=tab data-toggle=tab&gt;Categories&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-2800272450422859312unicode--2800272450422859312scripts aria-controls=-2800272450422859312unicode--2800272450422859312scripts role=tab data-toggle=tab&gt;Scripts&lt;/a&gt;&lt;/li&gt;&lt;li role=presentation&gt;&lt;a href=#-2800272450422859312unicode--2800272450422859312blocks aria-controls=-2800272450422859312unicode--2800272450422859312blocks role=tab data-toggle=tab&gt;Blocks&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;div class=tab-content&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12 active&quot; id=-2800272450422859312unicode--2800272450422859312characters&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring characters&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;13635&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:33.3%&gt; &amp;nbsp; &lt;/div&gt; 9.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;13263&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:32.4%&gt; &amp;nbsp; &lt;/div&gt; 9.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;11244&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.4%&gt; &amp;nbsp; &lt;/div&gt; 8.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;11037&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:26.9%&gt; &amp;nbsp; &lt;/div&gt; 7.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;10376&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:25.3%&gt; &amp;nbsp; &lt;/div&gt; 7.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;9945&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.3%&gt; &amp;nbsp; &lt;/div&gt; 7.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;9695&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:23.7%&gt; &amp;nbsp; &lt;/div&gt; 7.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7590&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:18.5%&gt; &amp;nbsp; &lt;/div&gt; 5.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;6175&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.1%&gt; &amp;nbsp; &lt;/div&gt; 4.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;5103&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.5%&gt; &amp;nbsp; &lt;/div&gt; 3.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (39)&quot;&gt; Other values (39) &lt;/td&gt;&lt;td&gt;40977&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 29.5% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-2800272450422859312unicode--2800272450422859312categories&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring categories&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot;Lowercase Letter&quot;&gt; Lowercase Letter &lt;/td&gt;&lt;td&gt;117623&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 84.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Uppercase Letter&quot;&gt; Uppercase Letter &lt;/td&gt;&lt;td&gt;10872&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:9.2%&gt; &amp;nbsp; &lt;/div&gt; 7.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Space Separator&quot;&gt; Space Separator &lt;/td&gt;&lt;td&gt;10376&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.8%&gt; &amp;nbsp; &lt;/div&gt; 7.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Other Punctuation&quot;&gt; Other Punctuation &lt;/td&gt;&lt;td&gt;165&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.1%&gt; &amp;nbsp; &lt;/div&gt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=&quot;Dash Punctuation&quot;&gt; Dash Punctuation &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:0.0%&gt; &amp;nbsp; &lt;/div&gt;&lt; 0.1% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per category&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Lowercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;13635&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:54.6%&gt; 11.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;13263&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:53.2%&gt; 11.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;11244&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:45.1%&gt; 9.6% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;11037&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:44.2%&gt; 9.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;9945&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:39.9%&gt; &amp;nbsp; &lt;/div&gt; 8.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;9695&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:38.9%&gt; &amp;nbsp; &lt;/div&gt; 8.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7590&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.4%&gt; &amp;nbsp; &lt;/div&gt; 6.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;6175&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:24.7%&gt; &amp;nbsp; &lt;/div&gt; 5.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;5103&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.5%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;4986&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:20.0%&gt; &amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (15)&quot;&gt; Other values (15) &lt;/td&gt;&lt;td&gt;24950&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 21.2% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Uppercase Letter&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=B&gt; B &lt;/td&gt;&lt;td&gt;3455&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 31.8% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=S&gt; S &lt;/td&gt;&lt;td&gt;1768&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:51.2%&gt; 16.3% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=G&gt; G &lt;/td&gt;&lt;td&gt;1024&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:29.6%&gt; &amp;nbsp; &lt;/div&gt; 9.4% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=E&gt; E &lt;/td&gt;&lt;td&gt;728&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.1%&gt; &amp;nbsp; &lt;/div&gt; 6.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=V&gt; V &lt;/td&gt;&lt;td&gt;547&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:15.8%&gt; &amp;nbsp; &lt;/div&gt; 5.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=U&gt; U &lt;/td&gt;&lt;td&gt;465&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.5%&gt; &amp;nbsp; &lt;/div&gt; 4.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=F&gt; F &lt;/td&gt;&lt;td&gt;453&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.1%&gt; &amp;nbsp; &lt;/div&gt; 4.2% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=L&gt; L &lt;/td&gt;&lt;td&gt;437&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:12.6%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=W&gt; W &lt;/td&gt;&lt;td&gt;403&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:11.7%&gt; &amp;nbsp; &lt;/div&gt; 3.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=M&gt; M &lt;/td&gt;&lt;td&gt;294&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.5%&gt; &amp;nbsp; &lt;/div&gt; 2.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (11)&quot;&gt; Other values (11) &lt;/td&gt;&lt;td&gt;1298&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:37.6%&gt; &amp;nbsp; &lt;/div&gt; 11.9% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Space Separator&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; &quot;&gt;&lt;/td&gt;&lt;td&gt;10376&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Other Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=,&gt; , &lt;/td&gt;&lt;td&gt;165&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Dash Punctuation&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=-&gt; - &lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 100.0% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=-2800272450422859312unicode--2800272450422859312scripts&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most occurring scripts&lt;/h4&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=Latin&gt; Latin &lt;/td&gt;&lt;td&gt;128495&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 92.4% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=Common&gt; Common &lt;/td&gt;&lt;td&gt;10545&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:8.2%&gt; &amp;nbsp; &lt;/div&gt; 7.6% &lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;div class=&quot;row named-list-item&quot;&gt;&lt;h4&gt;Most frequent character per script&lt;/h4&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Latin&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=e&gt; e &lt;/td&gt;&lt;td&gt;13635&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:38.1%&gt; &amp;nbsp; &lt;/div&gt; 10.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=t&gt; t &lt;/td&gt;&lt;td&gt;13263&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:37.0%&gt; &amp;nbsp; &lt;/div&gt; 10.3% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=a&gt; a &lt;/td&gt;&lt;td&gt;11244&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:31.4%&gt; &amp;nbsp; &lt;/div&gt; 8.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=r&gt; r &lt;/td&gt;&lt;td&gt;11037&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:30.8%&gt; &amp;nbsp; &lt;/div&gt; 8.6% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=n&gt; n &lt;/td&gt;&lt;td&gt;9945&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.8%&gt; &amp;nbsp; &lt;/div&gt; 7.7% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=s&gt; s &lt;/td&gt;&lt;td&gt;9695&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:27.1%&gt; &amp;nbsp; &lt;/div&gt; 7.5% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=i&gt; i &lt;/td&gt;&lt;td&gt;7590&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:21.2%&gt; &amp;nbsp; &lt;/div&gt; 5.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=u&gt; u &lt;/td&gt;&lt;td&gt;6175&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:17.2%&gt; &amp;nbsp; &lt;/div&gt; 4.8% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=d&gt; d &lt;/td&gt;&lt;td&gt;5103&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:14.2%&gt; &amp;nbsp; &lt;/div&gt; 4.0% &lt;/td&gt;&lt;/tr&gt;&lt;tr class&gt;&lt;td title=f&gt; f &lt;/td&gt;&lt;td&gt;4986&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:13.9%&gt; &amp;nbsp; &lt;/div&gt; 3.9% &lt;/td&gt;&lt;/tr&gt;&lt;tr class=other&gt;&lt;td title=&quot;Other values (36)&quot;&gt; Other values (36) &lt;/td&gt;&lt;td&gt;35822&lt;/td&gt;&lt;td&gt;&lt;div class=bar style=width:100.0%&gt; 27.9% &lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class=row&gt;&lt;div class=col-sm-12&gt;&lt;h5&gt;&lt;em&gt;Common&lt;/em&gt;&lt;/h5&gt;&lt;table class=&quot;freq table table-hover table-striped table-0&quot;&gt;&lt;thead&gt;&lt;tr&gt;&lt;td&gt;Value&lt;/td&gt;&lt;td&gt;Count&lt;/td&gt;&lt;td&gt;Frequency (%)&lt;/td&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr class&gt;&lt;td title=&quot; 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Die Schweiz kann die digitale Wende nur mit Fachkenntnissen auf diesem Gebiet schaffen, da diese das Risiko verringern, ziellos dahinzutreiben.Der Punkt &quot;Entwicklung und Einsatz von KI innerhalb des Bundes&quot; kann zahlreiche Fragen und berechtigte Bedenken hinsichtlich der Kenntnisse und der Kontrolle über die auf KI gestützten Prozesse aufwerfen.Deshalb stelle ich dem Bundesrat folgende Fragen:1. Welche Prozesse des Staates stützen sich derzeit auf KI?2. Stützen sich derzeit Entscheidungsprozesse, die Menschen direkt betreffen, auf KI-Systeme?3. Welche Projekte mit dem Ziel, KI-Systeme einzusetzen, laufen derzeit, und in welcher Phase befinden sie sich?4. Ist vorgesehen, regelmässig eine Liste aller eingesetzten KI-Systeme zu veröffentlichen?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;bk&lt;/td&gt;&lt;td&gt;bkdti&lt;/td&gt;&lt;td&gt;Bereich Digitale Transformation und IKT-Lenkung&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;1&lt;/th&gt;&lt;td&gt;20224283&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;de la Reussille Denis&lt;/td&gt;&lt;td&gt;Externe Aufträge durch ausländische Unternehmen und Datenschutz&lt;/td&gt;&lt;td&gt;Im Zuge der Covid-19-Pandemie und jetzt mit der Energie- und Versorgungskrise wurde deutlich, wie wichtig es ist, bei der Erbringung grundlegender Leistungen für den Bund über nationale Kompetenzen zu verfügen.Während viele Unternehmen dies erkannt haben und eine auf kurzen Distanzen beruhende Produktions- und Versorgungsstrategie verfolgen, stellt sich die Frage, welche Strategie der Bund für seine eigenen Dienste verfolgt.Zwar liegt der Fokus häufig auf Gütern, doch sollten auch die grundlegenden Dienste speziell beachtet werden. Dies gilt insbesondere für die Bereitstellung und Wartung unserer IT-Systeme, sei es auf Hardware- oder vor allem auf Softwareebene.- Können Sie uns mitteilen, ob in strategischen Sektoren ausländische Anbieter für die Entwicklung und Wartung von Software herangezogen werden und welche Gründe den Bund dazu veranlasst haben, einen oder mehrere Aufträge ins Ausland zu vergeben?- Welche Länder werden für diese Aufträge in Betracht bezogen? Wird garantiert, dass die bekanntgegebenen Daten vertraulich und ohne Risiko für die Informatiksicherheit unseres Landes verwendet werden?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;bk&lt;/td&gt;&lt;td&gt;bkdti&lt;/td&gt;&lt;td&gt;Bereich Digitale Transformation und IKT-Lenkung&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;2&lt;/th&gt;&lt;td&gt;20203980&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Addor Jean-Luc&lt;/td&gt;&lt;td&gt;Bilanz der Entwicklungshilfe in Mali&lt;/td&gt;&lt;td&gt;Nach 43 Jahren Entwicklungshilfe in Mali stelle ich die folgenden Fragen:- Wieviel hat der Bund in die Entwicklungshilfe und andere Arten von humanitärer Hilfe investiert?- Welche Bilanz zieht der Bundesrat angesichts der Instabilität, der Korruption, der weit verbreiteten Armut, der mangelnden Sicherheit oder auch des Dschihadismus?- Kann der Bundesrat seine Strategie offenlegen und erläutern, ob er gedenkt, die zahlreichen Engagements fortzuführen? Falls ja, welches sind die Grundzüge seiner Strategie?&lt;/td&gt;&lt;td&gt;Am 18. August 2020 wurde in Mali ein Staatsstreich durchgeführt. Es war der vierte seit der Unabhängigkeit des Landes 1960. Diesen jüngsten Putsch unterscheidet jedoch von den bisherigen, dass er nicht blutig war und dass die Militärtruppen, die ihn ausgeführt haben, die Macht nicht dauerhaft, sondern nur während einer Übergangsphase beanspruchen, deren Dauer es zu bestimmen gilt. Das Ziel des Putsches war, den Präsidenten Ibrahim Boubakar Keita zu stürzen. Dieser war beim Volk schon seit Monaten umstritten, aber vor allem hat er sich, gemeinsam mit seiner Entourage, der Korruption, der ungerechtfertigten Bereicherung sowie der Manipulation der jüngsten Parlamentswahlen schuldig gemacht. Zu dem Putsch kam es also, weil sich das Volk, angeführt von der politischen Opposition, erhoben hat und weil das Militär die Nase voll hatte. Man muss wissen, dass mehr als die Hälfte des Landes nicht mehr vom Staat kontrolliert wird, was insbesondere den Streitkräften zu schaffen macht. Seit fünf Jahren nähern sich kriminelle und dschihadistische Gruppierungen Stück für Stück der Hauptstadt, und ihr primäres Ziel sind natürlich die Soldaten, aber auch Staatsvertreterinnen und -vertreter und humanitäre Helferinnen und Helfer. Zudem liegt Mali dieses Jahr im von den Vereinten Nationen erstellten Index der menschlichen Entwicklung auf Platz 184 von 189.Rufen wir uns vor diesem Hintergrund nochmals in Erinnerung, dass die Schweiz im Rahmen ihrer internationalen Zusammenarbeit (Direktion für Entwicklung und Zusammenarbeit DEZA) seit nunmehr 43 Jahren in Mali präsent ist. Sie gibt dort jedes Jahr Beträge im zweistelligen Millionenbereich aus, was auf zehn Jahre hochgerechnet Hunderte von Millionen Franken und auf 43 Jahre hochgerechnet beinahe eine Milliarde Franken ergibt. Doch mit welchem Ergebnis? Das Land befindet sich im Zerfall, und das investierte Geld hat offensichtlich eher dazu beigetragen, die Regierung reich zu machen, als die Entwicklung des Landes zu fördern.&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadeza&lt;/td&gt;&lt;td&gt;Direktion für Entwicklung und Zusammenarbeit&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;3&lt;/th&gt;&lt;td&gt;20204241&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Bulliard-Marbach Christine&lt;/td&gt;&lt;td&gt;Zertifizierung von Hilfswerken als Voraussetzung für die Vergabe von Fördergeldern durch die DEZA&lt;/td&gt;&lt;td&gt;In seiner Strategie der Internationalen Zusammenarbeit 2021-2024 legt der Bundesrat die strategische Ausrichtung der Entwicklungszusammenarbeit, der humanitären Hilfe sowie der Förderung des Friedens und der menschlichen Sicherheit für die nächsten vier Jahre fest. Er hat in diesem Zusammenhang vier Rahmenkredite im Gesamtbetrag von 11,25 Milliarden Franken beantragt. Ein massgeblicher Teil dieser Mittel wird von der Direktion für Entwicklung und Zusammenarbeit (DEZA) beansprucht. Seit 2019 arbeitet die DEZA offenbar ausschliesslich mit Hilfswerken zusammen, die über das Gütesiegel der privaten Zertifizierungsstelle ZEWO (&quot;Zentrale Auskunftsstelle für Wohlfahrtsunternehmungen&quot;) verfügen. In diesem Zusammenhang stellen sich die folgenden Fragen:1. Der vom Bund in Auftrag gegebene Bericht &quot;Independent Evaluation of SDC Partnerships with Swiss NGO&#x27;s&quot; (Oktober 2017) enthält die Empfehlung, sich bei der Vergabe von Fördergeldern an Hilfswerke nicht nur auf eine einzige Zertifizierungs-stelle abzustützen. Wie beurteilt der Bundesrat diese Empfehlung?2. Die DEZA kommuniziert gegenüber der Öffentlichkeit, dass das ZEWO-Gütesiegel Voraussetzung für den Erhalt von Fördergeldern als Partnerorganisation der DEZA ist. Kann der Bundesrat diesen Befund bestätigen?3. Ist der Bundesrat nicht auch der Ansicht, dass die Anerkennung von nur gerade einer einzigen, privaten Zertifizierungsstelle Hilfswerke diskriminieren kann, die anderweitig gleichwertig zertifiziert sind?4. Ist der Bundesrat nicht auch der Ansicht, dass mit der ausschliesslichen Zusammenarbeit der DEZA mit der ZEWO andere, gleichwertige Zertifizierungsstellen diskriminiert werden?5. Wieso definiert die DEZA nicht eigene Qualitätsstandards für die Vergabe von Fördergeldern und lässt diese Standards von einer unabhängigen Stelle auditieren?6. Ist das EDA grundsätzlich bereit, den Zertifizierungsprozess der DEZA im Zusammenhang mit der Vergabe von Fördergeldern zu überprüfen?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadeza&lt;/td&gt;&lt;td&gt;Direktion für Entwicklung und Zusammenarbeit&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4&lt;/th&gt;&lt;td&gt;20213633&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Walder Nicolas&lt;/td&gt;&lt;td&gt;Meeresbergbau in der Tiefsee. Ein notwendiges Moratorium&lt;/td&gt;&lt;td&gt;Beim Meeresbergbau in der Tiefsee handelt es sich um den Abbau von Rohstoffen (Metallen) in Tiefen bis zu 6500 m. Das erklärte Ziel ist die Verwendung dieser Ressourcen zur Weiterentwicklung erneuerbarer Energien und der E-Mobilität (Batterien). Die Auswirkungen auf die Meeresumwelt könnten jedoch enorm sein, von der grossflächigen Zerstörung von Lebensräumen über die Verschmutzung des Wassers durch aufgewirbelte Sedimente bis zu einer allgemeinen Lichtverschmutzung und vor allem Lärmbelastung. Empfindliche Mechanismen, die für die CO2-Speicherung im Meer unerlässlich sind, könnten ebenfalls erheblich gestört werden. Und Fischerinnen und Fischer befürchten negative Auswirkungen auf die Fischbestände. Auf Druck einer Handvoll Staaten und einiger grosser Rohstoffkonzerne, und trotz fehlender wissenschaftlicher Grundlage für wirksame Regeln zum Schutz der Umwelt, verhandelt die Internationale Meeresbodenbehörde zurzeit über Vorschriften, die den Übergang von der Erforschung zur Ausbeutung von Mineralien des Tiefseebodens in internationalen Gewässern ermöglichen würden.Wissenschaftlerinnen und Wissenschaftler, NGOs, Unternehmen (Samsung, BMW, Volvo oder auch Google) und immer mehr politische Entscheidungsträger (wie auch das Europäische Parlament) sprechen sich gegen diese Vorgehensweise aus und verlangen ein Moratorium für den Tiefseebergbau. Während dieser Zeit sollen die Auswirkungen auf die Umwelt besser erforscht, und der tatsächliche Bedarf an Metallen soll ermittelt werden; dabei sollen das vielversprechende Potenzial der Kreislaufwirtschaft und der Sharing Economy, des Recyclings und der Entwicklung neuer ressourcenschonender Technologien berücksichtigt werden.Gemäss dem Prinzip des gemeinsamen Erbes der Menschheit und in ihrer Rolle als Mitglied und Geldgeberin der Internationalen Meeresbodenbehörde und als Drehscheibe des Rohstoffhandels trägt die Schweiz eine besondere Verantwortung, sich für den Schutz der Meeresumwelt vor potenziell zerstörerischen Tätigkeiten einzusetzen.Daher bitte ich den Bundesrat, die folgenden Fragen zu beantworten:1. Wie steht der Bundesrat zum Meeresbergbau in der Tiefsee? Befürwortet er ein Moratorium?2. Gedenkt die Schweiz von ihrem Knowhow im Bereich der Gouvernanz Gebrauch zu machen und sich angesichts der grossen Risiken für unseren Planeten in der Gouvernanz der Internationalen Meeresbodenbehörde zu engagieren?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;5&lt;/th&gt;&lt;td&gt;20213755&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Jauslin Matthias Samuel&lt;/td&gt;&lt;td&gt;Welche Rolle kann das Binnenland Schweiz bei der Erarbeitung des UNO-Hochseeschutzabkommens spielen?&lt;/td&gt;&lt;td&gt;Die Hohe See umfasst fast die Hälfte der Erdoberfläche. Sie beherbergt eine der grössten Artenvielfalten der Erde und gleichzeitig ist die Hohe See akut bedroht durch Fischerei, Tiefseebergbau, Verschmutzung und Vermüllung, sowie die Auswirkungen des Klimawandels.Sie gehört zu den Global Commons und wird von den United Nations (UN) verwaltet, die es bisher versäumt haben, den Schutz und eine nachhaltige Nutzung der Hohen See zu gewährleisten. Jetzt besteht die einzigartige Chance dieses Versäumnis zu korrigieren: Seit April 2018 verhandeln die UN formell über ein UN High Seas Treaty unter dem Seerechtsübereinkommen, das im 2021 abgeschlossen werden soll. Es wäre der erste rechtlich verbindliche, globale Vertrag für die Meere, der sich spezifisch auf den Schutz des Ökosystems der Hohen See bezieht.Daraus ergeben sich folgende Fragen1. Wie positioniert sich der Bundesrat (BR) zu der Etablierung eines UN High Seas Treaty und was erwartet er von einem solchen Abkommen?2. Wie beurteilt der BR den wesentlichen Teil des Vertrages, der die Einrichtung eines Netzwerks von Meeresschutzgebieten (30 Prozent der Hohen See bis 2030) vorsieht, in dem keine menschliche Nutzung stattfindet soll?3. Wie beurteilt der BR die Idee, dass die Vertragsstaatenkonferenz (Conference of the Parties, CoP) die Befugnis erhält, Meeresschutzgebiete einzurichten und andere Massnahmen, die der Zielerreichung dienen, zu verordnen?4. Wer müsste die Möglichkeit erhalten, Sofortmassnahmen zu ergreifen und bis zur Einrichtung von Meeresschutzgebieten sicherzustellen, dass das Ziel der Meeresschutzgebiete nicht durch konkurrierende Aktivitäten unterlaufen wird?5. Wie könnte ein wirksamer Finanzierungsmechanismus aussehen, der den Aufbau von Kapazitäten und den Transfer von Meerestechnologie zur Umsetzung des Abkommens sicherstellt?6. Was könnte die Schweiz dazu beitragen, dass ein faires und gerechtes Zugang- und Ausgleich-Regime für genetische Ressourcen geschaffen werden kann?7. Was ist aus Sicht des BR alles Teil der marinen Artenvielfalt und somit Vertragsbestandteil? 8. Wie stellt sich der BR die Entscheidungsfindung in einem solchen Gremium vor und welche Abstimmungsverfahren müssten geprüft werden? 9. Was für eine Organisation müsste geschaffen werden, um eine angemessene Umsetzung des Vertrages sicherzustellen?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;6&lt;/th&gt;&lt;td&gt;20213933&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;von Siebenthal Erich&lt;/td&gt;&lt;td&gt;Zur Antwort des Bundesrates auf die Frage 21.7571 bezüglich der Differenzierung zwischen Siedlungspolitik und rechtlichen Verfahren&lt;/td&gt;&lt;td&gt;Auf die Antwort des Bundesrats zur Fragestunde 21.7571 ergeben sich folgende klärende Fragen:- Weshalb ignoriert der Bundesrat in seiner Antwort zu Frage 21.7571, dass es einzig um die Respektierung von, seit 1875, bestehendem jüdischen Grundeigentum geht? - Warum ignoriert der Bundesrat, dass die betroffenen palästinensischen Bewohner in Sheikh Jarrah mit ihrem Rechtsweg via israelische Gerichte die Zuständigkeit dieser Gerichte anerkannt haben?- Ist sich der Bundesrat bewusst, dass es sich mit seiner juristisch inkorrekten Antwort diejenigen unterstützt, die keinen Moment versäumen, Israel anzuprangern? Es geht hier weder um sogenannte Siedlungen noch um eine Zwangsaussiedlung. Israel konfisziert hier kein Privateigentum, niemand wird vom eigenen Grundeigentum vertrieben.&lt;/td&gt;&lt;td&gt;Es ist Tatsache, dass israelische Gerichte aufgrund gültiger Beweise wiederholt Privatland von Palästinensern anerkannt haben. An diesen Entscheiden störte sich die Schweiz offenbar nie. Bei Sheikh Jarrah geht es um nachweislich seit 1875 in jüdischem Besitz stehendes Grundeigentum. Die dortigen Bewohner konnten trotz endloser Gerichtsverfahren nicht beweisen, dass sie die rechtmässigen Grundeigentümer sind. Da waren Beschwerdeführer, deren Vorfahren bereits vor 1982 die jüdische Eigentümerschaft anerkannt hatten. Einige gaben vor, sie hätten das Grundeigentum 1991 (18 Jahre nach dessen Registrierung 1973 als jüdischen Besitz) von einem Unbekannten namens &quot;Ismail&quot; gekauft, Beweise für einen Kauf gab es aber nicht. Unbewiesen ist auch die Behauptung, ihnen seien die Liegenschaften von den jordanischen Behörden während der (illegalen) jordanischen Besetzung versprochen worden. Es wurden gefälschte Dokumente vorgelegt. Mit ihrem definitiven Scheitern vor Gericht konfrontiert beanspruchten die palästinensischen Appellanten für sich den Status von Mietern, die als solche nicht aus den Häusern verwiesen werden konnten. Gemäss Oberstem Gericht (1989) waren die Bewohner nun wie für Mieter üblich, Miete an den Grundeigentümer zu zahlen. Sie verweigerten dies. Die Folge war ein Gerichtsverfahren gegen sie, das zu einem gerichtlichen Räumungsentscheid führte. Gerade in diesem Fall sollten nicht Vorurteile dominieren, sondern Fakten.&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;7&lt;/th&gt;&lt;td&gt;20213948&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Weichelt Manuela&lt;/td&gt;&lt;td&gt;Anerkennung des Genozids in Bosnien im Jahre 1995&lt;/td&gt;&lt;td&gt;Der Nationalrat anerkennt den Genozid an den Bosniakinnen und Bosniaken im Jahre 1995. Er ersucht den Bundesrat, von der Anerkennung durch den Nationalrat Kenntnis zu nehmen und sie auf dem üblichen diplomatischen Weg weiterzuleiten.&lt;/td&gt;&lt;td&gt;Die geplant und systematisch durchgeführte Ermordung Tausender von Bosniakinnen und Bosniaken im Juli 1995 gilt als schwerstes Kriegsverbrechen in Europa nach dem Ende des Zweiten Weltkriegs. Sowohl der Internationale Strafgerichtshof für das ehemalige Jugoslawien als auch der Internationale Gerichtshof bewerteten es in mehreren Urteilen als Völkermord oder Genozid. Anlässlich der internationalen Gedenkveranstaltung mit dem Titel &quot;25th Anniversary of the Srebrenica Genocide&quot; vom 11. Juli 2020 benützte der Bundesrat im Unterschied zu vielen anderen Staatsvertreterinnen und -vertretern nicht die international anerkannten Begriffe Völkermord oder Genozid, sondern sprach konsequent von einem Massaker. Dieser Begriff wird aber weder dem gezielten Vorgehen der serbischen Täter noch dem Ausmass des Kriegsverbrechens gerecht. Zusätzlich zum Genozid in Srebrenica kam es während des Bosnienkriegs 1992 bis 1995 zu den schlimmsten Massenvergewaltigungen in Europa seit Ende der 1940er Jahre. Bei der Mehrheit der Opfer handelte es sich um bosnische Musliminnen. Mit einer Anerkennung des international anerkannten Genozids von Srebrenica durch die Schweiz würde auch dieser Opfer gedacht und ein Zeichen der Gerechtigkeit für die Opfer des Völkermordes sowie deren Nachfahren gesetzt.Mit der Anerkennung des Genozids in Bosnien fördert die Schweiz den Aussöhnungsprozess im ehemaligen Jugoslawien, unterstreicht sie ihr Engagement für die Menschenrechte und den Frieden und bekräftigt sie ihr Bekenntnis zur internationalen Strafgerichtsbarkeit.Dieses Postulat hat denselben Wortlaut wie das Postulat &quot;Anerkennung des Völkermords an den Armeniern im Jahr 1915&quot;, das der Nationalrat am 16. Dezember 2003 mit 107 zu 67 Stimmen angenommen hat.&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;8&lt;/th&gt;&lt;td&gt;20214582&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Walder Nicolas&lt;/td&gt;&lt;td&gt;Moratorium für den Meeresbergbau in der Tiefsee. Wie steht der Bundesrat dazu?&lt;/td&gt;&lt;td&gt;Der Druck, den Unternehmen und Staaten auf die Internationale Meeresbodenbehörde (International Seabed Authority, ISA) ausüben, damit sie den Tiefseebergbau zulässt, nimmt immer mehr zu. Das Schweizer Unternehmen Allseas soll in Rotterdam bereits das erste Schiff für den Tiefseebergbau ausrüsten. Dieses Schiff soll 2022 für eine Testexpedition in See stechen, bevor das Unternehmen mit der Ausbeutung des Meeresgrundes richtig anfängt. Die ISA hat offenbar eine Lücke in den internationalen Regelungen genutzt und für das Jahr 2023 Lizenzen vergeben.In seiner Stellungnahme vom 18. August zu meiner Interpellation 21.3633 &quot;Meeresbergbau in der Tiefsee. Ein notwendiges Moratorium&quot; bestätigt der Bundesrat, dass gemäss neuerer Forschung &quot;die kommerzielle Nutzung des Meeresbodens unter Anwendung der geltenden Regeln der ISA dem angezeigten Schutz der Meeresumwelt nicht genügen könnte.&quot; Der Bundesrat sagt auch, er nehme diese neuen Erkenntnisse zur Kenntnis und überprüfe &quot;die Möglichkeit eines Moratoriums auf internationaler Ebene, um die Umweltauswirkungen des Tiefseebergbaus genauer zu studieren.&quot;Vier Monate später antwortet der Bundesrat in der Fragestunde auf meine Frage 21.8174, er habe seine Position noch nicht festgelegt und er sei immer noch daran, die Möglichkeit eines Moratoriums zu prüfen. Angesichts der Dringlichkeit, den Meeresboden zu schützen und der laschen Haltung der ISA entgegenzutreten, die jede Lücke nutzt, um den grossen Bergbaugesellschaften Lizenzen zu erteilen, ist es absolut notwendig, dass ein Grossteil der Staaten sich klar und rasch zugunsten eines Moratoriums äussert. Jeder Monat des Zauderns gefährdet das Überleben des für unseren Planeten und das Leben zentralen Ökosystems. Wann will der Bundesrat seine Position festlegen? Beabsichtigt er, die Forderungen anderer Staaten und von NGO nach einem solchen Moratorium aktiv zu unterstützen?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;9&lt;/th&gt;&lt;td&gt;20223385&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Aussenpolitische Kommission-Ständerat&lt;/td&gt;&lt;td&gt;Klarheit und Orientierung in der Neutralitätspolitik&lt;/td&gt;&lt;td&gt;Der Bundesrat wird beauftragt, dem Parlament einen aktuellen departementsübergreifenden Neutralitätsbericht zu unterbreiten. Er behandelt dabei die Grenzen qua Neutralitätsrecht (z.B. Überflüge, Waffenlieferungen, NATO-Mitgliedschaft oder -kooperation) und die beabsichtigte Nutzung des Handlungsspielraums der Neutralitätspolitik (Sanktionen: Verhängung und Vollzug).&lt;/td&gt;&lt;td&gt;Der letzte Bericht des Bundesrates zur Neutralität datiert vom 29. November 1993. Die Broschüre des EDA vom 3.3.2022 referenziert ebenfalls auf diesen Bericht (auch wenn der Bundesrat 2005 in Erfüllung der Postulate 03.3066 und 03.3050 einen weiteren Bericht &quot;Die Neutralität auf dem Prüfstand im Irak-Konflikt&quot; dem Parlament unterbreitete.)Der Bericht 93 fusst auf der Annahme, wonach die &quot;Teilung Europas in zwei antagonistische Blöcke auf politischem und militärischem Gebiet überwunden ist&quot; (Bericht 93, Kap. 534). Heute, mit dem Angriff Russlands auf die Ukraine vom 24. Februar 2022, sieht die Lage fundamental anders aus.Sind Aggressoren und Rechtsbrecher am Werk, die das Rad der Geschichte zurückdrehen wollen, dann sind Frieden, Sicherheit, Demokratie und zentrale völkerrechtlichen Prinzipien in akuter Gefahr. Das betrifft auch die Sicherheit und Unabhängigkeit der Schweiz.Das Neutralitätsrecht ist in seinem Umfang eng begrenzt und klar. Die Neutralitätspolitik hingegen verändert sich im Abgleich mit den Entwicklungen in der Zeit - sie muss sich verändern, um die Glaubwürdigkeit der eigenen Neutralität in jeweils angemessener Form zu bestärken. Das Neutralitätsrecht räumt der Schweiz ein grosses Mass an Verhaltens- und Handlungsfreiheit ein (Bericht 93, Kap. 13).Die Neutralität findet sich in den Kompetenzartikeln der Bundesverfassung. Der Bundesrat hat mehrmals festgehalten, dass er eine weitergehende Verankerung des Kerninhalts der Neutralität in der Bundesverfassung oder in nationalen Gesetzen als nicht zweckmässig erachtet, da dies den sicherheits- und aussenpolitischen Spielraum der Schweiz einschränken würde (Broschüre, S. 6). Dieser Auffassung ist beizupflichten. Daher ist es nun angezeigt, die Neutralitätspolitik der Schweiz in einem Bericht zu aktualisieren.Unter anderem sind folgende Themenbereiche zu klären und zu aktualisieren:- Sicherheitspolitische Zusammenarbeit- Praxis der Bewilligung von Überflugrechten- Umgang mit neuen Konfliktbildern (z.B. bei nicht-staatlichen Akteuren)- Konflikte im digitalen Raum- die Lieferung von Waffen, militärischem Schutzmaterial und Dual-Use-Gütern- die Zusammenarbeit mit Organisationen der kollektiven Verteidigung (NATO, Verteidigung der EU) oder der Beitritt zu diesen- Sanktionen&lt;/td&gt;&lt;td&gt;eda&lt;/td&gt;&lt;td&gt;edadv&lt;/td&gt;&lt;td&gt;Direktion für Völkerrecht&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;div role=tabpanel class=&quot;tab-pane col-sm-12&quot; id=sample-tail&gt;&lt;div id=sample-container class=col-sm-12&gt;&lt;table border=1 class=&quot;dataframe sample table table-striped&quot;&gt;&lt;thead&gt;&lt;tr style=&quot;text-align: right;&quot;&gt;&lt;th&gt;&lt;/th&gt;&lt;th&gt;CuriaId&lt;/th&gt;&lt;th&gt;Language&lt;/th&gt;&lt;th&gt;SubmittedBy&lt;/th&gt;&lt;th&gt;Title&lt;/th&gt;&lt;th&gt;SubmittedText&lt;/th&gt;&lt;th&gt;ReasonText&lt;/th&gt;&lt;th&gt;LeadingDepartmentCode&lt;/th&gt;&lt;th&gt;LeadingOfficeCode&lt;/th&gt;&lt;th&gt;Office&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;th&gt;4862&lt;/th&gt;&lt;td&gt;20213494&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Nordmann Roger&lt;/td&gt;&lt;td&gt;Hält es der Bundesrat für akzeptabel, dass ein ganz der Post gehörendes Tochterunternehmen einen Stundenlohn von Fr. 17.44 bezahlt?&lt;/td&gt;&lt;td&gt;Epsilon wurde 1973 gegründet und ist ein Schweizer Unternehmen, das Zeitungen zustellt und nicht adressierte Werbung (Streusendungen) verteilt. Es ist in der Westschweiz in den Kantonen Waadt, Genf und Freiburg Marktleader. Das Unternehmen gehört zu 100 Prozent der Schweizerischen Post AG. Epsilon beschäftigt in der Westschweiz 600 Mitarbeitende und ist Teil eines Firmenportfolios, das von der Post schweizweit aufgekauft wurde (Presto, DMC usw.). Die Post hat jetzt sozusagen das Monopol in diesem Markt. Das Personal muss mit schwierigen Arbeitsbedingungen kämpfen: Nachtschichten, hohe Arbeitslast, keine Arbeitskleidung, keine Firmenfahrzeuge, keine Erwerbsausfallversicherung.Der Bereich nicht adressierte Werbung (Streusendungen) wird zurzeit umstrukturiert. Diese Umstrukturierung sieht neue Verschlechterungen vor: Reduktion des Stundenlohns auf Fr. 17.44 (ohne Ferien) und Abschaffung der Erwerbsausfallversicherung bei Krankheit. Bei der Zeitungszustellung wurden die Löhne schon an das Minimum von Fr. 18.27 pro Stunde (ohne Ferien) angeglichen, das von der Eidgenössischen Postkommission (PostCom) festgelegt wurde. Diese sukzessiven Verschlechterungen lassen ein missbräuchliches Unterbieten durch die Post befürchten, deren dominante Position auf diesem Markt es ihr erlaubt, Löhne festzulegen, die in der Logistikbranche zu den tiefsten gehören. 1. Hält der Bundesrat es für akzeptabel, dass ein Unternehmen, das vollumfänglich dem Bund gehört, so tiefe Löhne wie Epsilon bezahlt (Fr. 17.44)?2. Sollte die Post als Hauptakteurin in diesem Markt die Lohn- und Arbeitsbedingungen der Branche nicht eher verbessern als verschlechtern?3. Hat der Bundesrat vor, für Unternehmen, die dem Bund gehören, einen branchenüblichen Mindestlohn vorzuschlagen?4. Sieht der Bundesrat vor, dass für die Angestellten von Werbung zustellenden Unternehmen der Post ebenfalls die von der PostCom festgelegten branchenüblichen Löhne gelten?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4863&lt;/th&gt;&lt;td&gt;20213653&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Schilliger Peter&lt;/td&gt;&lt;td&gt;Umstellung auf DAB plus, eine Gefahr für die Verkehrssicherheit?&lt;/td&gt;&lt;td&gt;Der Bundesrat unterstützt seit 2006 Massnahmen zur Digitalisierung der Ausstrahlung von Radioprogrammen und zur Begünstigung der DAB+-Technologie zu Lasten der traditionellen Ausstrahlung von Programmen auf UKW (FM-Band). Aus technischer Sicht stellen DAB+ für das Radio und TPEG für die Verkehrsinformationen (Richtlinien für die Information in Bezug auf den europäischen Strassenverkehr) einen wichtigen technischen Fortschritt dar. Die Übermittlungsqualität wird deutlich besser werden und somit dazu beitragen, die Verkehrsteilnehmer besser über die hauptsächlichen Sicherheitsrisiken auf den Hauptverkehrsachsen zu informieren. Im Oktober 2017 stellte der Bundesrat klar, dass er den Übergang von UKW zu DAB+ bis 2024 beschleunigen will, &quot;sofern eine geordnete Umsetzung des Übergangs vom analogen zum digitalen Rundfunk es erfordert&quot;. Diese Umsetzung wurde 2015 in einem Abkommen zwischen der SRG und 80 Prozent der Privatradios vereinbart und anschliessend vom Bundesrat gutgeheissen. So ist die Umstellung von UKW auf DAB+ im August 2022 für die SRG und im August 2023 für die anderen Radios geplant. Diese Umstellung auf DAB+ könnte aber schwerwiegende Folgen für die Verkehrssicherheit haben. Ende 2020 hatten gegen 60 Prozent der Verkehrsteilnehmer technisch keinen Zugang zur DAB+-Technologie und hätten entsprechend keine Verkehrssicherheitsinformationen mehr hören können. Dieser potenziell sehr erhebliche Informationsverlust ist besorgniserregend, denn Viasuisse sendet jährlich mehr als 2600 dringende Meldungen (Geisterfahrer, Fussgänger auf der Autobahn, Gegenstände auf der Fahrbahn usw). Deshalb bitte ich den Bundesrat, folgende Fragen zu beantworten:1. Hat der Bundesrat die Anzahl der Verkehrsteilnehmer analysiert, die aufgrund der Sendeumstellung (UKW auf DAB+) durch die SRG im August 2022 und die meisten Privatradios im August 2023, keinen Zugriff auf Verkehrsinformationen mehr haben werden? Wenn ja, kann er diese Evaluationen kommunizieren?2. Wurde der Übergang von der UKW- zur DAB+-Technologie im Hinblick auf die Verkehrssicherheit aufgrund eines ab August 2022 sehr grossen potenziellen Verlusts von derzeit auf dem FM-Band von Viasuisse gesendeten Informationen geprüft?3. Wäre es nicht sinnvoll, diese Umstellung auf DAB+ über das Jahr 2024 hinaus zu verschieben, bis der Fahrzeugbestand genügend ausgerüstet sein wird?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4864&lt;/th&gt;&lt;td&gt;20213661&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Schneider-Schneiter Elisabeth&lt;/td&gt;&lt;td&gt;Überhöhte Roaming-Gebühren müssen endlich abgeschafft werden&lt;/td&gt;&lt;td&gt;Der Bundesrat wird aufgefordert eine Obergrenze für Roaming-Gebühren einzuführen.&lt;/td&gt;&lt;td&gt;Gerade in einer Krisenzeit, muss jede Massnahme ergriffen werden, um die Kosten für Wirtschaft und Gesellschaft zu senken. Die überhöhten Roaming-Kosten müssen nun endlich mit wirksamen Instrumenten angegangen werden. Die EU hat dies für ihre Bürgerinnen und Bürger zunächst mit Preisobergrenzen und 2017 mit der gänzlichen Abschaffung der Roaming-Gebühren erreicht. Der schweizerische Weg, der in erster Linie auf eine verbesserte Verbraucherinformation und auf die Eigenverantwortung der Mobilfunkanbieter setzt, löst dagegen das Problem unbefriedigend. Wer nicht in eine Kostenfalle tappen will, schaltet das Roaming beim Grenzübertritt aus. Wer es sich leisten kann, wählt vorsichtshalber ein teures Abonnement, das eine gewisse Anzahl Roaming-Minuten und Datenvolumen enthält. Ziel müsste sein, Schweizerinnen und Schweizern die gewohnte und unbeschwerte Nutzung des Smartphones auch im Ausland zu ermöglichen statt mit hohen Preisen und Verbraucherwarnungen die Nutzung von Roaming präventiv einzuschränken. Franken 2,20 pro Minute für einen Anruf in die Schweiz (Salt-Prepay-Angebot) oder Franken 2,95 pro MB (Salt Standardtarif) bzw. Franken 1 pro MB (Aldi) sind weiterhin erschreckend hoch.&amp;amp;nbsp;Die Pandemie hat die Digitalisierung beschleunigt. ÖV-Fahrpläne- und Tickets, Tischreservationen im Restaurant, Kreditkarten-Authentifikationen, die Buchung von Slots für den Eintritt in Museen etc. sind auch im Ausland zunehmend nur noch über Internet uneingeschränkt zugänglich. Es besteht also Handlungsbedarf. Der Beitritt zur EU-Roaming-Regelung wäre für die Wirtschaft, den Tourismus und die Reisenden im Sinne einer einheitlichen Regelung sicherlich sinnvoll. Die Möglichkeit einer Ausweitung der bilateralen Verträge mit der EU dürfte aber innert nützlicher Frist nicht realisierbar sein. Möglich wäre es hingegen, Obergrenzen für Roamingdienste der Schweizer Mobilfunkanbieter zu schaffen. Ein vom Konsumentenschutz in Auftrag gegebenes Rechtsgutachten von Andreas Stöckli, Professor für Staats- und Verwaltungsrecht an der Universität Freiburg, zeigt, dass Artikel&amp;amp;nbsp;12a bis Absatz&amp;amp;nbsp;1 des revidierten Fernmeldegesetzes die notwendige gesetzliche Grundlage bietet, um in der Fernmeldeverordnung einseitig Preisobergrenzen für die Endkundentarife beim Roaming festzulegen.&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4865&lt;/th&gt;&lt;td&gt;20213721&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Graber Michael&lt;/td&gt;&lt;td&gt;Standort von Briefkästen. Briefkästen sollen bleiben dürfen, wo sie sind (Bestandesgarantie)&lt;/td&gt;&lt;td&gt;Der Bundesrat wird beauftragt, die Postverordnung so zu ändern, dass die entsprechenden Bestimmungen über den Standort von Briefkästen an der Parzellengrenze gemäss Artikel 74 der Postverordnung nur für neu erstellte Gebäude gelten, nicht jedoch für Gebäude, die zuvor bereits bestanden haben (Bestandesgarantie).&lt;/td&gt;&lt;td&gt;Gemäss Artikel 74 der Postverordnung vom 29. August 2012 müssen die Briefkästen grundsätzlich an den Grundstückgrenzen stehen. Seit Inkrafttreten der revidierten Postverordnung wendet die Post diese Bestimmung sehr konsequent an. Das hat dazu geführt, dass einige Postkunden ihre Briefkästen an die Parzellengrenze versetzen mussten. Mit ihrem Vorgehen hat die Post sehr viel Sympathie und Goodwill in der Bevölkerung verspielt. Hier ist die Post gefordert, Augenmass zu wahren. Im Sinne der Rechtssicherheit muss Artikel 74 der Postverordnung so angepasst werden, dass dieser Artikel in der Umsetzung nur für Briefkästen bei neuen Gebäuden gilt, dass er aber umgekehrt für bestehende Gebäude im Sinne der Besitzstandsgarantie nicht mehr angewendet wird. Diese neue Bestimmung ist anzuwenden, sobald die Postverordnung im Sinne der vorliegenden Motion angepasst wurde.&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4866&lt;/th&gt;&lt;td&gt;20213747&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;de Courten Thomas&lt;/td&gt;&lt;td&gt;Swisscom-Konkurrenz beim Glasfasernetzausbau. Klärung betreffend der eklatanten Missachtung vereinbarter Prinzipien&lt;/td&gt;&lt;td&gt;In Sissach investiert der lokale Energieversorger in ein neues Glasfasernetz, um eine zukunftsfähige digitale Versorgung der regionalen Bevölkerung sicherzustellen; die Swisscom könnte diese Infrastruktur mit nutzen. Stattdessen bricht die Swisscom die laufenden Verhandlungen einseitig ab und baut nun ein eigenes, zusätzliches Netz in der Gemeinde. Der Bundesrat beantwortet die parl. Anfrage (21.749) dazu lapidar. Das Vorgehen der Swisscom sei gemäss FMG legal. Der Bundesrat lege alle vier Jahre die strategischen Ziele fest, äussere sich ansonsten aber nicht zu operativen Angelegenheiten des Unternehmens.Das wirft neue Fragen auf, weil die Swisscom damit eklatant gegen die Prinzipien für einen koordinierten Glasfaserausbau in der Schweiz verstösst. Diese wurden am Runden Tisch von ComCom und BAKOM mit den Telekom-Akteuren (Swisscom, Energieversorger, übrige Telekomanbieter) erarbeitet und sollten u.a. genau solche unnötigen Doppelausbauten der Swisscom, wie sie nun in Sissach erfolgen, verhindern.Ich bitte den Bundesrat um die Beantwortung folgender Fragen:1. Welchen Stellenwert räumt der Bundesrat den am Runden Tisch von ComCom und Bakom vereinbarten Prinzipien und deren Einhaltung ein?2. Noch 2012 vermeldeten ComCom und Bakom stolz: &quot;Zentrale Anliegen des Runden Tisches wurden erreicht: Der Netzaufbau erfolgt nun koordiniert und ohne Doppelspurigkeiten.&quot; Wie steht der Bundesrat heute zu dieser öffentlichen Verlautbarung?3. Ein weiteres Resultat lautet: &quot;Service-Anbieter erwarten diskriminierungsfreie Angebote (Layer 1 und Active Line Access), damit ein wirklicher Wettbewerb auf Retail Ebene entstehen kann.&quot; Wie ordnet der Bundesrat die Praxis der Swisscom beim Glasfaserausbau vor diesem Hintergrund ein? 4. Wie ist der aktuelle Status der am Runden Tisch definierten Arbeitsgruppen? Sind diese noch aktiv? Wenn nein, weshalb nicht? Falls sie nicht mehr aktiv sind, was ist die Alternative dazu und wer hat diese definiert?5. Was unternimmt der Bundesrat, damit die Swisscom beim laufenden Glasfaserausbau vorhandene Kooperationsmöglichkeiten sucht und wahrnimmt, statt Gemeinden und Steuerzahler vor den Kopf zu stossen? 6. Welche Anreize schafft der Bundesrat, um offenen Glasfasernetzen und einer volkswirtschaftlich sinnvollen Bauweise dieser Netze in der Schweiz zum Durchbruch zu verhelfen? Wie gedenkt er die Swisscom dabei einzubinden?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4867&lt;/th&gt;&lt;td&gt;20213781&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Christ Katja&lt;/td&gt;&lt;td&gt;Strategie für eine zukunftsgerichtete Medienförderung jetzt aufgleisen&lt;/td&gt;&lt;td&gt;Der Bundesrat wird beauftragt, folgende Fragen zu prüfen und darüber Bericht zu erstatten:1. Welche Modelle der staatlichen Medienförderung führt unsere 4. Gewalt nachhaltig in die Zukunft, ohne dabei überholte Strukturen weiter zu zementieren, nur auf bestimmte Kanäle abzustellen oder bestimmte Geschäftsmodelle vorzuschreiben.2. Er soll dabei verschiedene ganz unterschiedliche Möglichkeiten prüfen, diese einander sowie dem aktuellen Modell gegenüberstellen. Die Modelle müssen jeweils die oben genannten Eckwerte berücksichtigen. Zudem sollen dabei Vor- und Nachteilen aufgezeigt werden.3. Er soll transparent darlegen, welches oder welche der Modelle er bevorzugt und weshalb4. Er soll beantworten, ob dafür eine Anpassung der Verfassung zwingend ist und falls nicht, ob er eine solche trotzdem befürwortet und wieso.&lt;/td&gt;&lt;td&gt;Die Debatte über das Medienförderpaket hat aufgezeigt, dass zwar eine breite Einigkeit über die Wichtigkeit des Erhalts resp. Ausbaus einer möglichst breit gefächerten qualitativ hochstehenden Medienvielfalt herrscht, nicht jedoch über das WIE. Unabhängig davon, ob die aktuelle Gesetzesvorlage von Parlament und Volk angenommen wird oder nicht, ist es unerlässlich, sich nun bereits Gedanken über die Medienförderung der Zukunft zu machen, wie eine solche aussehen könnte und welche Optionen es dabei gibt. Denn falls die aktuelle Vorlage in Kraft tritt, so hat diese ein klares Ablaufdatum, das es im Auge zu behalten gilt. Falls die Vorlage keine Mehrheit findet, so muss die Diskussion umso dringender an die Hand genommen werden. Das Ablösen der aktuellen Form der Förderung, welche über die u. a. unterschiedlichen Distributionskanäle definiert ist braucht Zeit. Eine vom Bundesrat eingesetzte Expertenkommission hat bereits 2014 empfohlen, die indirekte Presseförderung durch eine neue, papierunabhängige Konzeption zu ersetzen und erkannte einen zunehmenden Trend zu einer Mediennutzung, die von Zeit und Raum losgelöst, technisiert, individualisiert und interaktiv ist. Sie empfahl eine technologie- und kanalneutrale und direkte Förderung publizistischer Medien. Ein zukunftsgerichtetes staatliches Fördermodell muss kanalunabhängig erfolgen, denn demokratiepolitisch sind alle Verbreitungswege gleichwertig. Journalistische Qualität und die Produktion von Inhalten sollten im Zentrum stehen, auf welchem Kanal der erstellte Inhalt konsumiert wird, sollte keine Rolle spielen. Der Wettbewerb darf zudem nicht verzerrt werden, das Geschäftsmodell sollte keine Rolle spielen und die digitale Transformation wie auch jegliche Innovation darf nicht durch falsche finanzielle Anreize gehemmt werden.&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4868&lt;/th&gt;&lt;td&gt;20211050&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Eymann Christoph&lt;/td&gt;&lt;td&gt;Reduktion von Dienstleistungen der Briefpost vermeiden durch gezielten Einsatz älterer Mitarbeiterinnen und Mitarbeiter, die nicht mehr voll leistungsfähig sind (Wiedereinführung der &quot;Alterstouren&quot;)&lt;/td&gt;&lt;td&gt;Bei der Briefzustellung gab es offenbar bis vor kurzer Zeit sog. Alterstouren. Das sind Pensen für Mitarbeitende, die wegen des Alters oder während längerer Rekonvaleszenz nicht voll leistungsfähig sind. Sie blieben aber im Anstellungsverhältnis. Offenbar gibt es diese Form des flexiblen Arbeitseinsatzes bei der Briefpost nicht mehr. In jüngster Zeit hat die Post ihre Dienstleistungen reduziert indem Briefkästen in gewissen Regionen wie Basel-Stadt und Umgebung abends nicht mehr geleert werden. Private und Firmen sind von dieser Reduktion der Dienstleistungen stark betroffen.Wäre der Bundesrat als Eigner und Aktionär der Post bereit, darauf hinzuwirken, dass ältere Mitarbeitende und solche, die dauernd oder vorübergehend leistungsschwächer sind, eingesetzt werden können, um diese Lücken im Dienstleistungsangebot zu schliessen? Daraus würde eine mehrfach-win-Situation enststehen; die Kundschaft, die Mitarbeitenden und die Post würden profitieren.&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4869&lt;/th&gt;&lt;td&gt;20213951&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Sommaruga Carlo&lt;/td&gt;&lt;td&gt;Digitale Souveränität. Wie will der Bundesrat die Begrenzung des Risikos der Überwachung der Schweizer Telekommunikationsnetze durch Huawei gewährleisten, und welche Massnahmen wird er treffen?&lt;/td&gt;&lt;td&gt;Im März 2021 haben die USA wegen Spionageverdacht die 5G-Massnahmen gegen Huawei verschärft und die Verbotsliste auf 5G-Telefonkomponenten ausgeweitet. Im Juli 2020 hat Grossbritannien Huawei-Komponenten in 5G-Telefonanlagen verboten und angeordnet, dass sie bis 2027 aus allen bestehenden Ausrüstungen von Huawei entfernt werden müssen. Italien hat ebenfalls beschlossen, Huawei von 5G auszuschliessen. Am 17. April 2021 hat die niederländische Zeitung Volkskrant einen Artikel über Spionagepraktiken des chinesischen Unternehmens Huawei beim grössten niederländischen Telekommunikationsanbieter KPN veröffentlicht. Darin wurde ein geheimer Bericht erwähnt, der vom Unternehmen Capgemini schon 2010 verfasst wurde. Demnach hatte Huawei Zugang zu zahlreichen Telefonnummern und den dazugehörigen Anrufslisten und war in der Lage, viele Leute abzuhören. Unter diesen befanden sich auch Regierungsmitglieder wie der ehemalige Premierminister Jan Peter Balkenende.Bis heute haben die niederländischen Behörden nicht belegen können, dass Huawei die Informationen nicht an China weitergeleitet hat. Die letzten Fakten, die ans Licht kamen, zeigen, dass Huawei ein reales und konkretes Risiko für die Sicherheit im Telekommunikationsbereich und die digitale Souveränität eines Landes darstellt.In der Schweiz arbeiten die Swisscom, Salt und Sunrise mit Huawei zusammen. Verschiedene Huawei-Komponenten sind gemäss einem in &quot;Le Temps&quot; im Dezember 2020 erschienenen Artikel in 4G- und 5G-Infrastrukturen integriert. Vor diesem Hintergrund stelle ich folgende Fragen:1. Ist der Bundesrat über die Machenschaften von Huawei in den Niederlanden informiert?2. Kann der Bundesrat den Bürgerinnen und Bürgern unseres Landes wie auch allen offiziellen Einrichtungen garantieren, dass Huawei in der Schweiz über keine direkten oder indirekten Mittel verfügt, die dem Unternehmen den Zugang zu persönlichen Informationen von Nutzerinnen und Nutzern ermöglichen, die Telekommunikationsdienste nutzen, die mit diesem Unternehmen zusammenarbeiten? Bei den erwähnten Mitteln kann es sich um Komponenten handeln, die in Anlagen oder Telefone integriert sind, oder auch um Verbindungen zu Unternehmen, die mit Telekommunikationsanbieterinnen zusammenarbeiten. 3. Hält es der Bundesrat angesichts der erheblichen Risiken für die Sicherheit der Telekommunikation in unserem Land nicht für angezeigt, Huawei von den Infrastrukturen und Telefongeräten auszuschliessen, wie dies auch andere europäische Länder getan haben?4. Falls der Ausschluss nicht vorgesehen ist: Welche konkreten Massnahmen wurden oder werden getroffen, um die Risiken bei den Schwachstellen der Netze der Telekommunikationsdienstleister zu reduzieren?5. Ist es angesichts der allgemeinen Risiken im Zusammenhang mit der Auslagerung von Zulieferern von Telekommunikationsmaterial vorgesehen, dass der Bundesrat rechtliche Bestimmungen erlässt und Massnahmen vorschlägt, um die digitale Souveränität unseres Landes zu gewährleisten?&lt;/td&gt;&lt;td&gt;NaN&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4870&lt;/th&gt;&lt;td&gt;20214062&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Strupler Manuel&lt;/td&gt;&lt;td&gt;Keine Radio- und Fernsehgebühren für Wohnungen von Saisonniers&lt;/td&gt;&lt;td&gt;Der Bundesrat wird beauftragt, das Bundesgesetz über Radio und Fernsehen (Art.69-70 RTVG) dahingehend zu ändern, dass Wohneinheiten, welche von Arbeitnehmenden, die sich befristet in der Regel für weniger als ein Jahr in der Schweiz aufhalten genutzt werden, von der Bezahlung der Radio- und Fernsehgebühren befreit werden.&lt;/td&gt;&lt;td&gt;Seit 2019 zieht die Schweizerische Erhebungsstelle Serafe AG im Auftrag des Bundesrates die europaweit höchsten Radio- und Fernsehgebühren ein. Seit dem Inkrafttreten des neuen Gebühreneinzugssystems werden die Einwohnermeldeämter vieler Gemeinden und die Serafe AG selbst mit Beschwerden und Anfragen zum Abrechnungssystem überschwemmt. Die Kritik an der Serafe AG wird auch im Bericht der Geschäftsprüfungskommission des Ständerates (GPK-S) vom 13. Oktober 2020 festgehalten und bezieht sich insbesondere auf die Adressierungsfehler, die Verzögerung bei der Lösung von Problemen, den mehrfachen Versand der gleichen Rechnung und die schlechte Kommunikation der Serafe AG mit den Gemeinden. Die Probleme stellen sich vor allem bei Saisonarbeitern, die nur für kurze Zeit in der Schweiz sind:Erstens werden die Unterkünfte von saisonalen Arbeitskräften unterschiedlich als Privat- oder Kollektivhaushalte beurteilt, da dieser Spezialfall in der Gesetzgebung zur Registerharmonisierung nicht vorgesehen ist. Zweitens stimmt die Rechnungsstellung nicht mit der effektiven Wohndauer der saisonalen Arbeitskräfte überein. In der Folge treffen Rechnungen erst nach Beendigung des Aufenthalts ein - und bleiben unverschuldet unbezahlt. Dies führt bei einer künftigen Wiedereinreise in die Schweiz zu Problemen. Drittens sind die Abgaben für saisonale Arbeitskräfte unverhältnismässig hoch.Die aktuelle Situation ist nicht mehr tragbar. Der Einbezug dieser Gebühren führt zu unverhältnismässig hohen administrativen Kosten sowohl bei den Saisonarbeitern wie auch bei den Behörden zumal ja die Betriebe auch noch Serafe Gebühren bezahlen.&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;th&gt;4871&lt;/th&gt;&lt;td&gt;20214086&lt;/td&gt;&lt;td&gt;DE&lt;/td&gt;&lt;td&gt;Gysin Greta&lt;/td&gt;&lt;td&gt;Transparenz für politische Werbung auf den Social Media&lt;/td&gt;&lt;td&gt;1. Ist es aus Sicht der BK angezeigt, dass aufgrund der zunehmenden Bedeutung von Social Media für die politische Debatte Regeln und minimale Transparenzanforderungen bezüglich politischer Werbung auch für digitale Plattformen festgelegt werden? 2. Plant die BK im Zusammenhang mit den Arbeiten zum Gegenvorschlag zur Transparenzinitiative auch Massnahmen, welche die Transparenz von politischer Werbung online verbessern? 3. Steht die BK mit den Social-Media-Unternehmen (insbesondere den besonders relevanten wie Google/Youtube, Facebook inkl Instagram, Twitter) in Kontakt, um mögliche freiwillige oder behördliche Regulierungen zu diskutieren? 4. Erachtet es die BK als sinnvoll, bewährte Ansätze (wie beispielsweise den EU Code of Practice against Disinformation oder den niederländischen Code of Conduct against political advertising) auch in der Schweiz anzuwenden? 5. Ist es aus Sicht der BK angezeigt, Transparenzregeln für politische Werbeanzeigen in den sozialen Medien (siehe Facebook Werbebibliothek) verbindlich zu machen? Sollte dies auf gesetzlicher Ebene oder freiwillig (wie in den vorher genannten Code of Conduct) passieren? 6. Wie schätzt die BK die Gefahr ein, dass die politische Debatte auf Social Media vermehrt abseits der Öffentlichkeit (beispielsweise durch gezielte personalisierte politische Werbung, die ohne verpflichtende Werbebibliothek immer noch möglich ist) stattfindet? 7. Wie schätzt die BK die Gefahr ein, dass in der Schweiz derzeit nicht zu eruieren ist, ob ausländische Organisationen mit politischer Werbung in Debatten eingreifen?&lt;/td&gt;&lt;td&gt;Vor den nationalen Wahlen 2019 haben sich verschiedene Bundesbehörden mit den Schweizer Parteien sowie mit Vertreter*innen von Social-Media-Unternehmen getroffen, um die Situation hinsichtlich Regulierung, Sicherheit und Wahlwerbungstransparenz rund um den Wahlgang zu besprechen. Beschlossen wurde allerdings nichts. Inzwischen hat die Bedeutung der Sozialen Medien für die politische Debatte weiter zugenommen. Gleichzeitig wurden mit der Annahme des Gegenvorschlags zur Transparenzinitiative (19.400) erstmals Regeln festgelegt, welche etwas mehr Transparenz in die Finanzierung der Schweizer Parteien und Kampagnen bringen. Gleichzeitig bleibt die politische Debatte online eine Dunkelkammer: Es ist unklar, in welchem Umfang Organisationen online politische Werbung schalten, an wen diese ausgespielt wird und wieviel dafür bezahlt wird.&lt;/td&gt;&lt;td&gt;uvek&lt;/td&gt;&lt;td&gt;uvekbakom&lt;/td&gt;&lt;td&gt;Bundesamt für Kommunikation&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;footer&gt;&lt;div class=container-fluid&gt;&lt;div class=&quot;row center-block footer-text&quot;&gt;&lt;p class=&quot;text-muted text-center&quot;&gt;Report generated by &lt;a href=&quot;https://ydata.ai/?utm_source=opensource&amp;utm_medium=pandasprofiling&amp;utm_campaign=report&quot;&gt;YData&lt;/a&gt;.&lt;/p&gt;&lt;/div&gt;&lt;/div&gt;&lt;/footer&gt;&lt;script&gt;\n",
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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 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       "        // when done, add hash to url\n",
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       "\n",
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      ],
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     "metadata": {},
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     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
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   ],
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    "pandas_profiling.ProfileReport(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "(array([ 146., 1017.,  294.,  305.,  408.,  535., 1077.,  186.,  380.,\n",
       "         524.]),\n",
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       " <BarContainer object of 10 artists>)"
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     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plt.hist(df[\"Office\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/9l/8f8knqhj6r569g2lvlngfzdw0000gq/T/ipykernel_28127/838303.py:18: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  fig.show()\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set up count data for histogram\n",
    "counts = Counter(df[\"Office\"])\n",
    "common = counts.most_common()\n",
    "labels = [item[0] for item in common]\n",
    "number = [item[1] for item in common]\n",
    "nbars = len(common)\n",
    "\n",
    "# Configure plot\n",
    "fig, ax = plt.subplots(figsize=(20,6))\n",
    "plt.bar(np.arange(nbars), number, tick_label=labels)\n",
    "plt.xticks(rotation=90)\n",
    "plt.title(\"Categorizations BK into Offices by given proposal\")\n",
    "plt.ylabel(\"frequency\")\n",
    "\n",
    "# Set red categories\n",
    "index_low_categories = list(map(lambda i: i < 10, number)).index(True)\n",
    "ax.get_xticklabels()[index_low_categories].set_color(\"red\")\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Office\n",
       "Bundesamt für Gesundheit                                         657\n",
       "Bundesamt für Umwelt                                             421\n",
       "Staatssekretariat für Wirtschaft                                 345\n",
       "Bundesamt für Energie                                            264\n",
       "Staatssekretariat für Migration                                  254\n",
       "Bundesamt für Landwirtschaft                                     249\n",
       "Bundesamt für Justiz                                             227\n",
       "Bundesamt für Sozialversicherungen                               210\n",
       "Bundesamt für Verkehr                                            190\n",
       "Staatssekretariat                                                168\n",
       "Staatssekretariat für Bildung, Forschung und Innovation          165\n",
       "Bundesamt für Strassen                                           145\n",
       "Staatssekretariat für internationale Finanzfragen                143\n",
       "Generalsekretariat VBS                                           123\n",
       "Bundesamt für Kommunikation                                      123\n",
       "Bundesamt für Lebensmittelsicherheit und Veterinärwesen          122\n",
       "Eidgenössische Steuerverwaltung                                  111\n",
       "Bundesamt für Raumentwicklung                                     78\n",
       "Direktion für Entwicklung und Zusammenarbeit                      72\n",
       "Eidgenössische Finanzverwaltung                                   72\n",
       "Bundesamt für Wohnungswesen                                       56\n",
       "Bundesamt für Zoll und Grenzsicherheit                            54\n",
       "Bundesamt für Polizei                                             50\n",
       "Eidgenössisches Personalamt                                       44\n",
       "Generalsekretariat UVEK                                           44\n",
       "Eidgenössisches Büro für die Gleichstellung von Frau und Mann     40\n",
       "Bundesamt für wirtschaftliche Landesversorgung                    39\n",
       "Bundesamt für Statistik                                           38\n",
       "Bundesamt für Zivilluftfahrt                                      35\n",
       "Direktion für Völkerrecht                                         35\n",
       "Gruppe Verteidigung                                               33\n",
       "Generalsekretariat EFD                                            29\n",
       "Bundesamt für Kultur                                              28\n",
       "Schweizerisches Heilmittelinstitut Swissmedic                     25\n",
       "Nachrichtendienst des Bundes                                      23\n",
       "Bundesamt für Bauten und Logistik                                 22\n",
       "Generalsekretariat EDA                                            19\n",
       "Bundesamt für Bevölkerungsschutz                                  16\n",
       "Generalsekretariat EDI                                            15\n",
       "Bundesamt für Rüstung                                             13\n",
       "Politische Direktion                                              12\n",
       "Bundesamt für Sport                                               10\n",
       "Bundesamt für Zivildienst                                          8\n",
       "Direktion für europäische Angelegenheiten                          7\n",
       "Eidgenössisches Institut für Geistiges Eigentum                    6\n",
       "Preisüberwachung                                                   4\n",
       "Bereich Digitale Transformation und IKT-Lenkung                    4\n",
       "Direktion für Ressourcen                                           4\n",
       "Konsularische Direktion                                            4\n",
       "Schweizer Kulturstiftung Pro Helvetia                              3\n",
       "Generalsekretariat EJPD                                            2\n",
       "Eidgenössische Finanzkontrolle                                     2\n",
       "Generalsekretariat WBF                                             2\n",
       "Bundesamt für Landestopografie                                     1\n",
       "Eidgenössische Spielbankenkommission                               1\n",
       "Informatiksteuerungsorgan des Bundes                               1\n",
       "Schweizerische Agentur für Innovationsförderung                    1\n",
       "Schweizerisches Bundesarchiv                                       1\n",
       "Büro für Konsumentenfragen                                         1\n",
       "Bereich der Eidgenössischen Technischen Hochschulen                1\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"Office\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'Häufigkeit der Kategorie')"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(number)\n",
    "plt.title(\"Nur 28% aller Offices haben eine 'gute' Datengröße\")\n",
    "plt.ylabel(\"Anzahl Kategorien\")\n",
    "plt.xlabel(\"Häufigkeit der Kategorie\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "60\n"
     ]
    }
   ],
   "source": [
    "print(len(number))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "large_categories 17\n",
      "small_categories 18\n"
     ]
    }
   ],
   "source": [
    "large_categories = len(list(filter(lambda i: i > 100, number)))\n",
    "print(\"large_categories\", large_categories)\n",
    "\n",
    "small_categories = len(list(filter(lambda i: i < 10, number)))\n",
    "print(\"small_categories\", small_categories)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "large_categories share 0.2833333333333333\n",
      "small_categories share 0.3\n"
     ]
    }
   ],
   "source": [
    "print(\"large_categories share\", large_categories/len(number))\n",
    "print(\"small_categories share\", small_categories/len(number))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Prepare training data\n",
    "1. ~~remove low-count categories from training data~~\n",
    "2. ~~remove irrelevant columns: Language, SubmittedBy~~\n",
    "3. ~~evtl label (Bereich Digitale Transformation und IKT-Lenkung) vs short label (bkdti) matching?~~\n",
    "4. ~~merge all text columns~~\n",
    "5. possibilities: word preprocessing: stemming, stop words etc\n",
    "6. ~~split into train/test/val~~\n",
    "7. re-train model first batch if needed ~~(or try new model?)~~\n",
    "8. ~~test training on titles & on full texts incl title~~"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "from datasets import load_dataset\n",
    "from transformers import (\n",
    "    AutoTokenizer, DataCollatorWithPadding,\n",
    "    AutoModelForSequenceClassification, TrainingArguments, Trainer\n",
    ")\n",
    "from sklearn import preprocessing\n",
    "from sklearn import metrics\n",
    "from sklearn.model_selection import train_test_split\n",
    "import torch\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import evaluate\n",
    "import random\n",
    "\n",
    "random.seed(10)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sorted 485 rows into 'Uncategorized'.\n",
      "Split the dataset into 3654 samples for train, 913 for test and 305 for validation.\n"
     ]
    }
   ],
   "source": [
    "df = pd.read_csv('data/merged_export.csv', sep=\";\")\n",
    "df['MergedText'] = df['Title'] + df['SubmittedText']\n",
    "\n",
    "# Deal with occurrences of less than min_cut_off\n",
    "min_cut_off = 41 # 10 (42 cat) or 35 (28 cat) or 41 (23 cat) or 79 (19 cat)\n",
    "\n",
    "# remove them...\n",
    "# d = df.loc[df['LeadingOfficeCode'].isin(df['LeadingOfficeCode'].value_counts().index[df['LeadingOfficeCode'].value_counts() > min_cut_off])]\n",
    "# print(f\"Reduced dataset from {len(df)} to {len(d)} data points.\")\n",
    "\n",
    "# ... or change to uncategorized\n",
    "d = df\n",
    "valid_codes = df['LeadingOfficeCode'].value_counts().index[df['LeadingOfficeCode'].value_counts() > min_cut_off]\n",
    "d['LeadingOfficeCode'] = df['LeadingOfficeCode'].where(df['LeadingOfficeCode'].isin(valid_codes), 'Uncategorized')\n",
    "print(f\"Sorted {sum(d['LeadingOfficeCode']=='Uncategorized')} rows into 'Uncategorized'.\")\n",
    "\n",
    "# Create train & test split file\n",
    "train, test_raw = train_test_split(d, test_size=0.25, random_state=42)\n",
    "test, val = train_test_split(test_raw, test_size=0.25, random_state=42)\n",
    "\n",
    "# comment out file generation to not change existing files\n",
    "#train.to_csv('data/train.csv',index=False)\n",
    "#test.to_csv('data/test.csv',index=False)\n",
    "#val.to_csv('data/val.csv',index=False)\n",
    "print(f\"Split the dataset into {len(train)} samples for train, {len(test)} for test and {len(val)} for validation.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d1f7ab5bcb964794b8f9bb2f76bf71e1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading data files:   0%|          | 0/3 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "169d6f3418f14b32ba5087016da67126",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Extracting data files:   0%|          | 0/3 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "09da4b68c7a4401a8731741a709ef846",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generating train split: 0 examples [00:00, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7945b8e7519247dc82ec51e99252bf2f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generating test split: 0 examples [00:00, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f1928baeaed04ccf948d86b0b2f7b6c5",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generating validation split: 0 examples [00:00, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DatasetDict({\n",
      "    train: Dataset({\n",
      "        features: ['CuriaId', 'Language', 'SubmittedBy', 'Title', 'SubmittedText', 'ReasonText', 'LeadingDepartmentCode', 'LeadingOfficeCode', 'Office', 'MergedText'],\n",
      "        num_rows: 3654\n",
      "    })\n",
      "    test: Dataset({\n",
      "        features: ['CuriaId', 'Language', 'SubmittedBy', 'Title', 'SubmittedText', 'ReasonText', 'LeadingDepartmentCode', 'LeadingOfficeCode', 'Office', 'MergedText'],\n",
      "        num_rows: 913\n",
      "    })\n",
      "    validation: Dataset({\n",
      "        features: ['CuriaId', 'Language', 'SubmittedBy', 'Title', 'SubmittedText', 'ReasonText', 'LeadingDepartmentCode', 'LeadingOfficeCode', 'Office', 'MergedText'],\n",
      "        num_rows: 305\n",
      "    })\n",
      "})\n"
     ]
    }
   ],
   "source": [
    "df = load_dataset(\"data\", data_files={'train': 'train.csv', 'test': 'test.csv', 'validation': 'val.csv'}, encoding = \"UTF-8\")\n",
    "print(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "df3e9c00ad9d44e980d0dd9af3db4549",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Map:   0%|          | 0/913 [00:00<?, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8c832727bde447488b27f913e159948d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Map:   0%|          | 0/3654 [00:00<?, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5177ba92841e46f2bceb06d593531850",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Map:   0%|          | 0/913 [00:00<?, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "56031ebfd17844368cc8144cd94085e3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Map:   0%|          | 0/305 [00:00<?, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Initiate tokenizer & pytorch tensors\n",
    "tokenizer = AutoTokenizer.from_pretrained('bert-base-german-cased') #'deepset/gbert-base')\n",
    "\n",
    "# Label encoder using scikit-learn's LabelEncoder\n",
    "le = preprocessing.LabelEncoder()\n",
    "le.fit(np.unique(df[\"train\"]['LeadingOfficeCode']))\n",
    "\n",
    "def transform_labels(label):\n",
    "    label_raw = label['LeadingOfficeCode']\n",
    "    num = le.transform([label_raw])\n",
    "    np.save('classes_office.npy', le.classes_)\n",
    "    # list(le.inverse_transform(labels)) # for inverse label mapping\n",
    "    return {'labels': num}\n",
    "\n",
    "def tokenize_data(df):\n",
    "    return tokenizer(df[\"MergedText\"], truncation=True, max_length=200)\n",
    "\n",
    "# Apply a preprocessing function over the entire dataset (train & test)\n",
    "tokenized_datasets = df.map(tokenize_data, batched=True)\n",
    "\n",
    "# Remove columns & transform labels to int\n",
    "remove_columns = [\"Language\", \"SubmittedBy\", \"Office\", \"LeadingDepartmentCode\"]\n",
    "tokenized_datasets = tokenized_datasets.map(transform_labels, remove_columns=remove_columns)\n",
    "data_collator = DataCollatorWithPadding(tokenizer=tokenizer)\n",
    "# TODO: if wished figure out maybe hierarchical classifier?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Some weights of BertForSequenceClassification were not initialized from the model checkpoint at bert-base-german-cased and are newly initialized: ['classifier.bias', 'classifier.weight']\n",
      "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
     ]
    }
   ],
   "source": [
    "# Set up model\n",
    "model = AutoModelForSequenceClassification.from_pretrained('bert-base-german-cased', #'deepset/gbert-base', \n",
    "    num_labels=len(set(df[\"train\"][\"LeadingOfficeCode\"]))\n",
    ")\n",
    "\n",
    "training_args = TrainingArguments(\n",
    "    per_device_train_batch_size=16,\n",
    "    per_device_eval_batch_size=16,\n",
    "    # test different rates: 3e-4, 1e-4, 5e-5, 3e-5 - best rate is default 5e-5\n",
    "    #learning_rate=3e-5,\n",
    "    output_dir='./results',\n",
    "    logging_dir='./logs',\n",
    "    num_train_epochs=4,\n",
    "    evaluation_strategy=\"epoch\",\n",
    "    logging_steps=100,\n",
    "    do_train=True,\n",
    "    do_eval=True,\n",
    ")\n",
    "\n",
    "metric = evaluate.load(\"accuracy\")\n",
    "\n",
    "def compute_metrics(eval_pred):\n",
    "    logits, labels = eval_pred\n",
    "    predictions = np.argmax(logits, axis=-1)\n",
    "    return metric.compute(predictions=predictions, references=labels)\n",
    "    \n",
    "trainer = Trainer(\n",
    "    model=model,\n",
    "    args=training_args,\n",
    "    train_dataset= tokenized_datasets[\"train\"],\n",
    "    eval_dataset= tokenized_datasets[\"test\"],\n",
    "    compute_metrics=compute_metrics,\n",
    "    data_collator=data_collator,\n",
    "    tokenizer=tokenizer,\n",
    ")\n",
    "# TODO: evtl if wished get Dep Code from previous classifier & use for prediction\n",
    "# TODO evaluate whether use GPU"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a02fb9f9210a4a4b9c598b3cf051dc12",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/916 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "You're using a BertTokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'loss': 2.2746, 'learning_rate': 4.4541484716157205e-05, 'epoch': 0.44}\n",
      "{'loss': 1.3353, 'learning_rate': 3.9082969432314415e-05, 'epoch': 0.87}\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a68043f2f2284f10963b93576af65ff4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/58 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'eval_loss': 1.1326515674591064, 'eval_accuracy': 0.7009857612267251, 'eval_runtime': 12.5673, 'eval_samples_per_second': 72.649, 'eval_steps_per_second': 4.615, 'epoch': 1.0}\n",
      "{'loss': 0.9191, 'learning_rate': 3.362445414847162e-05, 'epoch': 1.31}\n",
      "{'loss': 0.79, 'learning_rate': 2.816593886462882e-05, 'epoch': 1.75}\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5da98291de3d44ebb4afe911aa5c5c9f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/58 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'eval_loss': 0.963087260723114, 'eval_accuracy': 0.7228915662650602, 'eval_runtime': 12.9699, 'eval_samples_per_second': 70.394, 'eval_steps_per_second': 4.472, 'epoch': 2.0}\n",
      "{'loss': 0.5715, 'learning_rate': 2.2707423580786028e-05, 'epoch': 2.18}\n",
      "{'loss': 0.3956, 'learning_rate': 1.7248908296943234e-05, 'epoch': 2.62}\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f27049a8ebbd4a2896112e1f315ba29c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/58 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'eval_loss': 0.9526927471160889, 'eval_accuracy': 0.7415115005476451, 'eval_runtime': 12.9288, 'eval_samples_per_second': 70.618, 'eval_steps_per_second': 4.486, 'epoch': 3.0}\n",
      "{'loss': 0.3654, 'learning_rate': 1.1790393013100438e-05, 'epoch': 3.06}\n",
      "{'loss': 0.1942, 'learning_rate': 6.3318777292576415e-06, 'epoch': 3.49}\n",
      "{'loss': 0.1812, 'learning_rate': 8.733624454148472e-07, 'epoch': 3.93}\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b6132a9f103644a98fe55d93005f86ad",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/58 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'eval_loss': 1.0080596208572388, 'eval_accuracy': 0.7393209200438116, 'eval_runtime': 13.28, 'eval_samples_per_second': 68.75, 'eval_steps_per_second': 4.367, 'epoch': 4.0}\n",
      "{'train_runtime': 859.9242, 'train_samples_per_second': 16.997, 'train_steps_per_second': 1.065, 'train_loss': 0.7706809405676662, 'epoch': 4.0}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "TrainOutput(global_step=916, training_loss=0.7706809405676662, metrics={'train_runtime': 859.9242, 'train_samples_per_second': 16.997, 'train_steps_per_second': 1.065, 'train_loss': 0.7706809405676662, 'epoch': 4.0})"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trainer.train()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6cce66b2e4354dd8a831b9973f6e752c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/58 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'eval_loss': 1.0080596208572388, 'eval_accuracy': 0.7393209200438116, 'eval_runtime': 12.6512, 'eval_samples_per_second': 72.167, 'eval_steps_per_second': 4.585, 'epoch': 4.0}\n"
     ]
    }
   ],
   "source": [
    "results = trainer.evaluate()\n",
    "print(results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "64c099906b7d4c3db8cde0e6597a435b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/58 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "              precision    recall  f1-score   support\n",
      "\n",
      "           0       0.48      0.45      0.47        99\n",
      "           1       0.64      0.60      0.62        15\n",
      "           2       0.65      0.51      0.57        43\n",
      "           3       0.87      0.87      0.87       120\n",
      "           4       0.70      0.67      0.68        21\n",
      "           5       0.79      0.68      0.73        40\n",
      "           6       0.58      0.47      0.52        15\n",
      "           7       0.50      0.33      0.40         6\n",
      "           8       0.90      0.83      0.86        23\n",
      "           9       0.56      0.62      0.59         8\n",
      "          10       0.81      0.81      0.81        31\n",
      "          11       0.67      0.70      0.69        44\n",
      "          12       0.69      0.69      0.69        13\n",
      "          13       0.91      0.93      0.92        44\n",
      "          14       0.75      0.55      0.63        11\n",
      "          15       0.69      0.83      0.75        24\n",
      "          16       0.75      0.87      0.80        68\n",
      "          17       0.96      0.76      0.85        29\n",
      "          18       0.90      0.84      0.87        32\n",
      "          19       0.83      0.89      0.86        44\n",
      "          20       0.83      0.56      0.67         9\n",
      "          21       0.41      0.50      0.45        18\n",
      "          22       0.81      0.84      0.82        50\n",
      "          23       0.85      0.92      0.88        12\n",
      "          24       0.89      0.89      0.89        36\n",
      "          25       0.60      0.74      0.66        58\n",
      "\n",
      "    accuracy                           0.74       913\n",
      "   macro avg       0.73      0.71      0.71       913\n",
      "weighted avg       0.74      0.74      0.74       913\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Test Set Metrics\n",
    "y_pred = trainer.predict(tokenized_datasets['test'])\n",
    "\n",
    "y_pred_cat = np.argmax(y_pred.predictions, axis=1)\n",
    "y_true_cat = tokenized_datasets[\"test\"][\"labels\"]\n",
    "class_report = metrics.classification_report(y_true_cat, y_pred_cat)\n",
    "print(class_report)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d58d826d491e46d7862d59f0d7dfb0d1",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/20 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'test_loss': 0.8761562705039978, 'test_accuracy': 0.780327868852459, 'test_runtime': 4.2678, 'test_samples_per_second': 71.465, 'test_steps_per_second': 4.686}\n",
      "              precision    recall  f1-score   support\n",
      "\n",
      "           0       0.58      0.56      0.57        27\n",
      "           1       0.67      0.67      0.67         6\n",
      "           2       0.50      0.75      0.60         8\n",
      "           3       0.94      0.94      0.94        51\n",
      "           4       0.90      0.90      0.90        10\n",
      "           5       0.87      0.93      0.90        14\n",
      "           6       0.50      0.50      0.50         4\n",
      "           7       0.67      0.67      0.67         3\n",
      "           8       0.00      0.00      0.00         1\n",
      "           9       1.00      0.50      0.67         2\n",
      "          10       1.00      0.50      0.67         6\n",
      "          11       0.85      0.73      0.79        15\n",
      "          12       1.00      1.00      1.00         2\n",
      "          13       0.92      0.86      0.89        14\n",
      "          14       0.86      0.86      0.86         7\n",
      "          15       0.56      0.83      0.67         6\n",
      "          16       0.78      0.64      0.70        33\n",
      "          17       0.67      0.67      0.67         6\n",
      "          18       0.91      0.91      0.91        11\n",
      "          19       0.81      0.89      0.85        19\n",
      "          20       0.75      0.75      0.75         4\n",
      "          21       0.71      0.83      0.77         6\n",
      "          22       0.73      0.85      0.79        13\n",
      "          23       1.00      0.50      0.67         2\n",
      "          24       0.80      1.00      0.89         4\n",
      "          25       0.79      0.74      0.77        31\n",
      "\n",
      "    accuracy                           0.78       305\n",
      "   macro avg       0.76      0.73      0.73       305\n",
      "weighted avg       0.80      0.78      0.78       305\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Validation Set Metrics\n",
    "y_pred = trainer.predict(tokenized_datasets['validation'])\n",
    "\n",
    "y_pred_cat = np.argmax(y_pred.predictions, axis=1)\n",
    "y_true_cat = tokenized_datasets[\"validation\"][\"labels\"] # same as y_pred.label_ids\n",
    "class_report = metrics.classification_report(y_true_cat, y_pred_cat)\n",
    "print(y_pred.metrics)\n",
    "print(class_report)\n",
    "# if needed: \n",
    "# metrics.multilabel_confusion_matrix(y_true=y_true_cat,  y_pred=y_pred_cat)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "trainer.save_model(\"saved_model_office\")"
   ]
  }
 ],
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