{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5901c138",
   "metadata": {},
   "source": [
    "\n",
    "# 📊 Introduction to Reading Data & Exploratory Data Analysis (EDA)\n",
    "\n",
    "This lab is your **first structured contact with real datasets**.\n",
    "\n",
    "Today you will:\n",
    "\n",
    "- Load data from an external file (.rda format)\n",
    "- Inspect the structure of a dataset\n",
    "- Identify variable types\n",
    "- Compute basic descriptive statistics\n",
    "- Use automated EDA tools to explore data visually\n",
    "- Reflect on why visualization matters\n",
    "\n",
    "⚠️ Today is about *understanding data*, not heavy coding.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60e41689",
   "metadata": {},
   "source": [
    "\n",
    "## 1️⃣ Install Required Libraries (Run Once)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "620c56a6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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     ]
    }
   ],
   "source": [
    "\n",
    "# If needed, uncomment:\n",
    "!pip install pyreadr sweetviz dtale\n",
    "\n",
    "import pyreadr\n",
    "import pandas as pd\n",
    "import sweetviz as sv\n",
    "import dtale\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7aa8d747",
   "metadata": {},
   "source": [
    "\n",
    "## 2️⃣ Load the .rda File\n",
    "\n",
    "Replace the file path if necessary.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ba921fe7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "odict_keys(['datasaurus_dozen'])"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "result = pyreadr.read_r(\"../data/datasaurus_dozen.rda\")\n",
    "result.keys()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7bb3fc80",
   "metadata": {},
   "source": [
    "\n",
    "The file may contain multiple objects. Extract the dataframe:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "10cb8cda",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'list' object has no attribute 'head'",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mAttributeError\u001b[39m                            Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[11]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m      1\u001b[39m df = \u001b[38;5;28mlist\u001b[39m(result.values())\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m \u001b[43mdf\u001b[49m\u001b[43m.\u001b[49m\u001b[43mhead\u001b[49m()\n",
      "\u001b[31mAttributeError\u001b[39m: 'list' object has no attribute 'head'"
     ]
    }
   ],
   "source": [
    "\n",
    "df = list(result.values())[0]\n",
    "df.head()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6089afaa",
   "metadata": {},
   "source": [
    "\n",
    "## 3️⃣ First Contact With the Dataset\n",
    "\n",
    "Answer:\n",
    "\n",
    "- How many rows?\n",
    "- How many columns?\n",
    "- What are the variable names?\n",
    "- What types of variables exist?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "fa82ffe1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1846, 3)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "df.shape\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "64688f15",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.DataFrame'>\n",
      "RangeIndex: 1846 entries, 0 to 1845\n",
      "Data columns (total 3 columns):\n",
      " #   Column   Non-Null Count  Dtype  \n",
      "---  ------   --------------  -----  \n",
      " 0   dataset  1846 non-null   str    \n",
      " 1   x        1846 non-null   float64\n",
      " 2   y        1846 non-null   float64\n",
      "dtypes: float64(2), str(1)\n",
      "memory usage: 43.4 KB\n"
     ]
    }
   ],
   "source": [
    "\n",
    "df.info()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9141177c",
   "metadata": {},
   "source": [
    "\n",
    "## 4️⃣ Descriptive Statistics\n",
    "\n",
    "What do the summary statistics tell you?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1f84ca73",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>1846.000000</td>\n",
       "      <td>1846.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>54.265695</td>\n",
       "      <td>47.835099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>16.713001</td>\n",
       "      <td>26.847766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>15.560750</td>\n",
       "      <td>0.015119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>41.073403</td>\n",
       "      <td>22.561073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>52.591269</td>\n",
       "      <td>47.594450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>67.277845</td>\n",
       "      <td>71.810778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>98.288123</td>\n",
       "      <td>99.694680</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 x            y\n",
       "count  1846.000000  1846.000000\n",
       "mean     54.265695    47.835099\n",
       "std      16.713001    26.847766\n",
       "min      15.560750     0.015119\n",
       "25%      41.073403    22.561073\n",
       "50%      52.591269    47.594450\n",
       "75%      67.277845    71.810778\n",
       "max      98.288123    99.694680"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
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    "\n",
    "df.describe()\n"
   ]
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   "id": "731fc39d",
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   "source": [
    "\n",
    "## 5️⃣ Automated Exploratory Data Analysis (Sweetviz)\n",
    "\n",
    "Generate a report:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "0d86fa10",
   "metadata": {},
   "outputs": [
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      "text/plain": [
       "                                             |          | [  0%]   00:00 -> (? left)"
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     "output_type": "display_data"
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       "            &lt;script&gt; let g_snapped = &quot;&quot;;\n",
       "let g_lastHovered = &quot;&quot;;\n",
       "\n",
       "function hideAllDetails()\n",
       "{\n",
       "    $(&quot;.container-feature-detail&quot;).hide();\n",
       "    $(&quot;.container-df-associations&quot;).hide();\n",
       "    $(&quot;span.bg-tab-summary-rollover&quot;).hide();\n",
       "}\n",
       "\n",
       "\n",
       "// GLOBAL EVENTS\n",
       "// ---------------------------------------------------------------------------------------------------------------------------\n",
       "// EVENT: [ANYWHERE] RIGHT-CLICK REMOVES SELECTION\n",
       "// $(document).contextmenu(function() {\n",
       "//     if (g_snapped != &quot;&quot;)\n",
       "//     {\n",
       "//         g_snapped = &quot;&quot;;\n",
       "//         hideAllDetails();\n",
       "//     }\n",
       "//     if (g_lastHovered != &quot;&quot;)\n",
       "//     {\n",
       "//         $(g_lastHovered).show();\n",
       "//         //alert(&quot;#&quot;+g_lastHovered);\n",
       "//     }\n",
       "//     return false;\n",
       "// });\n",
       "\n",
       "$(&quot;span.bg-tab-summary-rollover&quot;).hide();\n",
       "// hideAllDetails();\n",
       "\n",
       "$(document).ready(function() {\n",
       "// INITIALIZATION\n",
       "// --------------------------------------------------------\n",
       "hideAllDetails();\n",
       "$(&quot;span.bg-tab-summary-rollover&quot;).hide();\n",
       "\n",
       "// Make the detail column the same height, so the floating element has room\n",
       "//$(&quot;#col2&quot;).height($(&quot;#col1&quot;).height());\n",
       "$(&quot;#col1&quot;).height(g_height);\n",
       "$(&quot;#col2&quot;).height(g_height);\n",
       "//alert($(&quot;#col1&quot;).height());\n",
       "\n",
       "// SUMMARY AREA\n",
       "// --------------------------------------------------------\n",
       "// EVENT: SUMMARY ROLLOVER\n",
       "// $(&quot;.selector, .container-feature-summary-target&quot;).hover(\n",
       "$(&quot;.selector&quot;).hover(\n",
       "// ENTER function\n",
       "function(event) {\n",
       "    // Rollover start!\n",
       "    // $(&quot;.container-feature-detail&quot;).hide();\n",
       "    $(&quot;span.bg-tab-summary-rollover&quot;).hide();\n",
       "    $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).removeClass(&quot;bg-tab-summary-rollover-locked&quot;);\n",
       "    $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).addClass(&quot;bg-tab-summary-rollover-vertical&quot;);\n",
       "    $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).show();\n",
       "    g_lastHovered = &quot;#&quot; + $(this).data(&quot;detail-div&quot;);\n",
       "    },\n",
       "// EXIT function\n",
       "function(event) {\n",
       "    // Rollover end!\n",
       "    // hideAllDetails();\n",
       "    //FBFB        $(&quot;#&quot; + $(this).data(&quot;detail-div&quot;)).hide();\n",
       "    }\n",
       ");\n",
       "\n",
       "// EVENT: SUMMARY CLICK\n",
       "// $(&quot;.container-feature-summary, .container-feature-summary-target&quot;).click(function(event) {\n",
       "$(&quot;.selector&quot;).click(function(event) {\n",
       "    if ($(this).parent().parent().data(&#x27;expanded&#x27;) != &#x27;true&#x27;)\n",
       "    {\n",
       "        // EXPAND\n",
       "        // --------------------------------------------------------\n",
       "        $(&quot;#&quot; + $(this).data(&quot;detail-div&quot;)).show();\n",
       "        $(this).parent().parent().data(&#x27;expanded&#x27;, &#x27;true&#x27;);\n",
       "        //alert($(this).parent().attr(&#x27;id&#x27;).substring(8) );\n",
       "\n",
       "        var feature_index_str = $(this).parent().attr(&#x27;id&#x27;).substring(8);\n",
       "        if ($(this).parent().attr(&#x27;id&#x27;) == &quot;summary-target&quot;) {\n",
       "            // Special feature name for target, so use common index notation for the following tasks\n",
       "            feature_index_str = &quot;f-1&quot;;\n",
       "        }\n",
       "        if ($(&#x27;#cat-assoc-window-&#x27;+feature_index_str).length) {\n",
       "            // CATEGORICAL feature: use variable-height window\n",
       "            var $el = $(&#x27;#detail_breakdown-&#x27; + feature_index_str);  //record the elem so you don&#x27;t crawl the DOM everytime\n",
       "            // HACK: BUG IN BROWSERS? DIVING BY SCALE HERE...\n",
       "            var bottom = ($el.position().top / g_scale) + $el.outerHeight(true); // passing &quot;true&quot; will also include the top and bottom margin\n",
       "            var desiredBottomBreakdown = bottom + 157;\n",
       "\n",
       "            $el = $(&#x27;#cat-assoc-window-&#x27; + feature_index_str);  //record the elem so you don&#x27;t crawl the DOM everytime\n",
       "            var bottomAssoc = $el.position().top + $el.outerHeight(true); // passing &quot;true&quot; will also include the top and bottom margin\n",
       "            var desiredBottomAssoc = bottomAssoc + 166;\n",
       "\n",
       "            var finalHeight = Math.max(desiredBottomBreakdown, desiredBottomAssoc);\n",
       "            if ($(this).parent().attr(&#x27;id&#x27;) == &quot;summary-target&quot;)\n",
       "            {\n",
       "                // More special processing for the target: change its background and limit its height (so it doesn&#x27;t show through others below)\n",
       "                // (Here, make the Height a bit taller so the black background shows through)\n",
       "               $(this).parent().css(&#x27;height&#x27;, String((finalHeight + 50))+ &#x27;px&#x27;);\n",
       "               $(&quot;#summary-target&quot;).css(&quot;overflow&quot;, &quot;hidden&quot;);\n",
       "            }\n",
       "            $(this).parent().parent().css(&#x27;height&#x27;, String(finalHeight) + &#x27;px&#x27;);\n",
       "        }\n",
       "        else\n",
       "        {\n",
       "            // NON-CATEGORICAL feature: use fixed height window\n",
       "            $(this).parent().parent().css(&#x27;height&#x27;, &#x27;1030px&#x27;);\n",
       "        }\n",
       "        // Use the &quot;big&quot; background image for the target\n",
       "        if ($(this).parent().attr(&#x27;id&#x27;) == &quot;summary-target&quot;)\n",
       "        {\n",
       "            $(&quot;#summary-target-bg&quot;).addClass(&quot;bg-tab-summary-target-full&quot;);\n",
       "            $(&quot;#summary-target-bg&quot;).removeClass(&quot;bg-tab-summary-target&quot;);\n",
       "        }\n",
       "\n",
       "        // HACK: For SOME reason, a selection gets made when we change what is hidden, unselect it\n",
       "        let sel = document.getSelection();\n",
       "        sel.removeAllRanges();\n",
       "\n",
       "        // Animate to the top of the screen when expanding, so we can see the whole thing immediately\n",
       "        $(&#x27;html,body&#x27;).animate(\n",
       "            {scrollTop: $(&quot;#&quot; + $(this).parent().attr(&#x27;id&#x27;)).offset().top}, &#x27;fast&#x27;);\n",
       "    }\n",
       "    else\n",
       "    {\n",
       "        // CONTRACT\n",
       "        // --------------------------------------------------------\n",
       "        $(&quot;#&quot; + $(this).data(&quot;detail-div&quot;)).hide();\n",
       "\n",
       "        // HACK: For SOME reason, a selection gets made when we change what is hidden, unselect it\n",
       "        let sel = document.getSelection();\n",
       "        sel.removeAllRanges();\n",
       "\n",
       "        $(this).parent().parent().data(&#x27;expanded&#x27;, &#x27;false&#x27;);\n",
       "        $(this).parent().parent().css(&#x27;height&#x27;, &#x27;161px&#x27;);\n",
       "\n",
       "        if ($(this).parent().attr(&#x27;id&#x27;) == &quot;summary-target&quot;)\n",
       "        {\n",
       "            $(&quot;#summary-target-bg&quot;).removeClass(&quot;bg-tab-summary-target-full&quot;);\n",
       "            $(&quot;#summary-target-bg&quot;).addClass(&quot;bg-tab-summary-target&quot;);\n",
       "        }\n",
       "    }\n",
       "    // var offTop = $(&quot;#&quot; + $(this).parent().attr(&#x27;id&#x27;)).offset().top;\n",
       "  //  $(&#x27;html,body&#x27;).scrollTop(offTop);\n",
       "    // let thisIndex = $(this).parent().parent().data(&#x27;order-index&#x27;);\n",
       "    //alert(thisIndex);\n",
       "    // for (let i = parseInt(thisIndex) + 1; i &lt; 10; i++) {\n",
       "    //     let currentTop = $(&quot;#summary-pos-f&quot; + i).attr(&#x27;style&#x27;)\n",
       "    //     $(&quot;#summary-pos-f&quot; + i).attr(&#x27;style&#x27;,\n",
       "    // }\n",
       "// if(g_snapped == $(this).parent().attr(&#x27;id&#x27;))\n",
       "//     {\n",
       "//         $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).removeClass(&quot;bg-tab-summary-rollover-locked&quot;);\n",
       "//         $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).addClass(&quot;bg-tab-summary-rollover&quot;);\n",
       "//         g_snapped = &quot;&quot;;\n",
       "//     }\n",
       "//     else if (g_snapped == &quot;&quot;)\n",
       "//     {\n",
       "//         $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).removeClass(&quot;bg-tab-summary-rollover&quot;);\n",
       "//         $(&quot;#&quot; + $(this).data(&quot;rollover-span&quot;)).addClass(&quot;bg-tab-summary-rollover-locked&quot;);\n",
       "//         g_snapped = $(this).parent().attr(&#x27;id&#x27;);\n",
       "// //        $(&quot;#&quot; + $(this).data(&quot;detail-div&quot;)).show();\n",
       "//         //$(g_lastHovered).show();\n",
       "//         // alert(this.parent().id);\n",
       "//     }\n",
       "    }\n",
       ");\n",
       "\n",
       "\n",
       "// SPECIFIC BUTTONS\n",
       "// ---------------------------------------------------------------------------------------------------------------------------\n",
       "// SUMMARY: ASSOCIATIONS\n",
       "// $(&quot;#button-summary-associations-source, #button-summary-associations-compare&quot;).hover(\n",
       "//     // ENTER function\n",
       "//     function()\n",
       "//     {\n",
       "//         if(g_snapped==&quot;&quot;)\n",
       "//         {\n",
       "//             hideAllDetails();\n",
       "//             $(&quot;#df-assoc&quot;).show();\n",
       "//             //$(&quot;#df-assoc&quot;).show();\n",
       "//         }\n",
       "//         g_lastHovered = &quot;#df-assoc&quot;;\n",
       "//     },\n",
       "//     // EXIT function\n",
       "//     function()\n",
       "//     {\n",
       "//         if(g_snapped==&quot;&quot;)\n",
       "//         {\n",
       "//             hideAllDetails();\n",
       "//         }\n",
       "//     });\n",
       "// );\n",
       "\n",
       "// ASSOCIATIONS CLICK\n",
       "$(&quot;#button-summary-associations-source, #button-summary-associations-compare&quot;).click(function(event) {\n",
       "    let actual_div = &quot;#&quot; + $(this).data(&quot;detail-div&quot;);\n",
       "    // Quick hack: just remove the selected state to both buttons and restore if needed\n",
       "    $(&quot;#button-summary-associations-source, #button-summary-associations-compare&quot;).removeClass(&quot;button-assoc-selected&quot;);\n",
       "    $(&quot;#button-summary-associations-source, #button-summary-associations-compare&quot;).addClass(&quot;button-assoc&quot;);\n",
       "    if(g_snapped == actual_div)\n",
       "    {\n",
       "        // DESELECT/HIDE ASSOC\n",
       "        // --------------------------------------------------------\n",
       "        g_snapped = &quot;&quot;;\n",
       "        $(actual_div).hide();\n",
       "        $(&quot;.page-all-summaries&quot;).css({top: &quot;160px&quot;});\n",
       "        // $(this).removeClass(&quot;button-assoc-selected&quot;);\n",
       "        // $(this).addClass(&quot;button-assoc&quot;);\n",
       "    }\n",
       "    else if(g_snapped == &quot;&quot;)\n",
       "    {\n",
       "        // SELECT/SHOW ASSOC\n",
       "        // --------------------------------------------------------\n",
       "        g_snapped =  actual_div;\n",
       "        $(actual_div).show();\n",
       "        $(&quot;.page-all-summaries&quot;).css({top: &quot;993px&quot;});\n",
       "        $(this).addClass(&quot;button-assoc-selected&quot;);\n",
       "    }\n",
       "    else\n",
       "    {\n",
       "        // SWAP to OTHER ASSOC: DESELECT old, select new\n",
       "        // --------------------------------------------------------\n",
       "        $(g_snapped).hide();\n",
       "        g_snapped =  actual_div;\n",
       "        $(this).addClass(&quot;button-assoc-selected&quot;);\n",
       "        $(actual_div).show();\n",
       "    }\n",
       "});\n",
       "\n",
       "\n",
       "// DETAIL GRAPH BUTTONS\n",
       "$(&quot;.button-bin&quot;).click(function() {\n",
       "    which_id = $(this).attr(&#x27;data-target&#x27;);\n",
       "    $(&quot;#&quot;+which_id).attr(&#x27;class&#x27;, $(this).attr(&#x27;data-new_class&#x27;) + &quot; pos-detail-num-graph&quot;);\n",
       "});\n",
       "\n",
       "\n",
       "}); // $(document).ready(...  &lt;/script&gt;\n",
       "        &lt;style&gt; span.icon-expand { content: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAYAAAByDd+UAAAAGXRFWHRTb2Z0d2FyZQBBZG9iZSBJbWFnZVJlYWR5ccllPAAAALRJREFUeNpi/P//PwM9ARMDncGohVQHLATkDYA4gEQzD0AxdgBKpTjw/P/kg/m4zMVlWQKSRgE8jkLHAkgOTcCmBlccKkDpRCD+QEJwfkDSo0DNRAMqLfbjkRcYzYeDJh8ixxk6cMAizkgtCw9gsYwBbwan0EJHLD4+gEV8NNEMrlSKr0hjpLYPH0CLp/n4iikcRdp8JDMGvnpiJNBqc0DKc8SCDUB8AWdcjDYTRy0kFQAEGAAqdjq/C2RykQAAAABJRU5ErkJggg==);}\n",
       "span.icon-categorical { content: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAYAAAByDd+UAAAAGXRFWHRTb2Z0d2FyZQBBZG9iZSBJbWFnZVJlYWR5ccllPAAAAOFJREFUeNpi/P//PwM9ARMDncGohVQHLHjkHKAYHTwA4gVQdgIQK2BRcwCKMQEolWLBCf/xgwYoxgcSsJmNy4cwVxcC8QUkcQMg7gdieyQxXGoUSA1SBqhBB6igZjSVwkE8WkqVJ1MNwVTqAMTv8aTA/VCMC7yHmoFhNiOewlsBms8YcORFBlwpEZpPHwwKH7LgKWUEoC59iBY/CVh8g02NA7bsQijRLETT5IDFQmLUjOZDlHIRH59YNQQthCXpfhzyB5Hiq5+AGURZCMtHhOrDB6TWh4yjrbZRCwe9hQABBgAyc1dqBJEdOQAAAABJRU5ErkJggg==);}\n",
       "span.icon-collapse { content: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABwAAAAcCAYAAAByDd+UAAAAGXRFWHRTb2Z0d2FyZQBBZG9iZSBJbWFnZVJlYWR5ccllPAAAAJxJREFUeNpi/P//PwM9ARMDncGohVQHLATkDYA4gEQzD0AxdgBKpTjw/P/kg/m4zMVlWQKSRgE8jkLHAkgOTcCmBlccKkDpRCD+QEJwfkDSo0DPRCMwmg8HTT6E5x4i1TFSy8ID9Pah42iiGZIWfqCnhQ+gxdN8fMUUjiJtPpIZA189MRJotTlAMSlgAxBfwFkyjDYTRy0kFQAEGAD+JDS/pyABgwAAAABJRU5ErkJggg==);}\n",
       "\n",
       "span.bg-tab-summary { position: absolute; z-index:-1000; content: url(data:image/png;base64,[encoded data, 8268 characters]);}\n",
       "span.bg-tab-summary-target { position: absolute; z-index:-1000; content: url(data:image/png;base64,[encoded data, 4516 characters]);}\n",
       "span.bg-tab-summary-target-full { position: absolute; z-index:-1000; content: url(data:image/png;base64,[encoded data, 14796 characters]);}\n",
       "span.bg-tab-summary-rollover { display: none; position: absolute; z-index:-9; content: url(data:image/png;base64,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);}\n",
       "span.bg-tab-summary-rollover-vertical { display: none; position: absolute; z-index:-9; content: url(data:image/png;base64,[encoded data, 8016 characters]);}\n",
       "span.bg-tab-summary-rollover-locked { display: inline !important; position: absolute; z-index:-9; content: url(data:image/png;base64,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);}\n",
       "span.bg-tab-detail-med { position: absolute; z-index:-10; width: 655px; content: url(data:image/png;base64,[encoded data, 8380 characters]);}\n",
       "/* used in assoc */\n",
       "span.bg-tab-detail-wide { position: absolute; z-index:-10; width: 879px; content: url(data:image/png;base64,[encoded data, 9916 characters]);}\n",
       "\n",
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       "div.ic-missing-green { position: absolute; top: 2px; z-index: -1; content: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACMAAAANCAYAAAAjf9cfAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAAM+aVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8P3hwYWNrZXQgYmVnaW49Iu+7vyIgaWQ9Ilc1TTBNcENlaGlIenJlU3pOVGN6a2M5ZCI/Pg0KPHg6eG1wbWV0YSB4bWxuczp4PSJhZG9iZTpuczptZXRhLyIgeDp4bXB0az0iQWRvYmUgWE1QIENvcmUgNS42LWMxNDggNzkuMTY0MDM2LCAyMDE5LzA4LzEzLTAxOjA2OjU3ICAgICAgICAiPg0KICA8cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPg0KICAgIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiIHhtbG5zOnhtcD0iaHR0cDovL25zLmFkb2JlLmNvbS94YXAvMS4wLyIgeG1sbnM6eG1wTU09Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC9tbS8iIHhtbG5zOnN0UmVmPSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvc1R5cGUvUmVzb3VyY2VSZWYjIiB4bXA6Q3JlYXRvclRvb2w9IkFkb2JlIFBob3Rvc2hvcCAyMS4xIChXaW5kb3dzKSIgeG1wTU06SW5zdGFuY2VJRD0ieG1wLmlpZDo4MTJBRjA2MjBFRTkxMUVCOTZFRjlFQjhDNkQ5OEJCNCIgeG1wTU06RG9jdW1lbnRJRD0ieG1wLmRpZDo4MTJBRjA2MzBFRTkxMUVCOTZFRjlFQjhDNkQ5OEJCNCI+DQogICAgICA8eG1wTU06RGVyaXZlZEZyb20gc3RSZWY6aW5zdGFuY2VJRD0ieG1wLmlpZDo4MTJBRjA2MDBFRTkxMUVCOTZFRjlFQjhDNkQ5OEJCNCIgc3RSZWY6ZG9jdW1lbnRJRD0ieG1wLmRpZDo4MTJBRjA2MTBFRTkxMUVCOTZFRjlFQjhDNkQ5OEJCNCIgLz4NCiAgICA8L3JkZjpEZXNjcmlwdGlvbj4NCiAgPC9yZGY6UkRGPg0KPC94OnhtcG1ldGE+DQo8P3hwYWNrZXQgZW5kPSJyIj8+OjfJSQAAAIxJREFUSEvtlLEJg0AUQE3qELJEyAoOIJlJsJdM4wDBASzS2AlZIsT0+t4AWt79Ig/eIdf8Byf/8FrGAq74wArPXiTiiz3W+DbmxseAF8zFB8sjR4s5Q8T5rTE+TQTuxqT8R/Y4GROGf8wW4WJcPBH4GeMGjMDTmAbdgDlxfmPMhCV2OGNKnOdc5hfTCl5aGNzdDpDTAAAAAElFTkSuQmCC);}\n",
       "div.ic-missing-yellow { position: absolute; top: 2px; z-index: -1; content: url(data:image/png;base64,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);}\n",
       "div.ic-missing-orange { position: absolute; top: 2px; z-index: -1; content: url(data:image/png;base64,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);}\n",
       "div.ic-missing-red { position: absolute; top: 2px; z-index: -1; content: url(data:image/png;base64,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);} &lt;/style&gt;\n",
       "        &lt;style&gt; @font-face\n",
       "{\n",
       "    font-family: RobotoBoldCond; font-style: normal; font-weight: normal;\n",
       "    src: url(data:font/truetype;charset=utf-8;base64,[encoded data, 63068 characters]) format(&#x27;truetype&#x27;);\n",
       "}\n",
       "@font-face\n",
       "{\n",
       "    font-family: RobotoMed; font-style: normal; font-weight: normal;\n",
       "    src: url(data:font/truetype;charset=utf-8;base64,[encoded data, 63224 characters]) format(&#x27;truetype&#x27;);\n",
       "}\n",
       "@font-face\n",
       "{\n",
       "    font-family: RobotoReg; font-style: normal; font-weight: normal;\n",
       "    src: url(data:font/truetype;charset=utf-8;base64,[encoded data, 62936 characters]) format(&#x27;truetype&#x27;);\n",
       "}\n",
       "\n",
       "body\n",
       "{\n",
       "/* Re-adding horizontal scrollbar\n",
       "    overflow-x: hidden;\n",
       "    background-color: #f7f7f7;\n",
       "*/\n",
       "    background-color: #f3f3f0;\n",
       "    color: #58544f;\n",
       "    margin-top: 0px;\n",
       "}\n",
       "\n",
       ".isHidden { display: none; }\n",
       "\n",
       ".page-root\n",
       "{\n",
       "\t/*width: 1880px;*/\n",
       "    /* Made this bigger to better match actual width and avoid flickering due to the horizontal Scrollbar showing up */\n",
       "\twidth: 1903px;\n",
       "\toverflow: visible;\n",
       "\t margin: 0 auto;\n",
       "    position: relative;\n",
       "}\n",
       ".page-root-vertical\n",
       "{\n",
       "\twidth: 1056px;\n",
       "\toverflow: visible;\n",
       "\t  margin: 0 auto;\n",
       "    position: relative;\n",
       "}\n",
       ".page-column-main { width: 930px; position: absolute;}\n",
       ".page-column-detail { position: absolute; left: 1005.0px; }\n",
       ".page-all-summaries { position: absolute; top:160px; left: -12px; width: 960px; }\n",
       "\n",
       ".pos-feature-summary\n",
       "{\n",
       "\twidth: 1056px;\n",
       "\theight:162px;\n",
       "    position: relative;\n",
       "}\n",
       "\n",
       ".container-feature-summary\n",
       "{\n",
       "\twidth: 1056px;\n",
       "\theight:175px;\n",
       "    position: absolute;\n",
       "}\n",
       ".container-feature-summary-target\n",
       "{\n",
       "\twidth: 1056px;\n",
       "\theight:175px;\n",
       "    position: relative;\n",
       "}\n",
       ".container-feature-detail\n",
       "{\n",
       "    height:900px;position:sticky;top:0;\n",
       "    transform: scale(1.0);transform-origin: 0 0;\n",
       "}\n",
       ".container-feature-detail-vertical\n",
       "{\n",
       "    width: 900px;height:900px;position:absolute; top: 151px; left:93px\n",
       "}\n",
       ".container-feature-detail__offset\n",
       "{\n",
       "    height:900px;position:absolute;top:0px;left:-17px\n",
       "}\n",
       "\n",
       ".color-source { color: #0088ed; }\n",
       ".button-border-source { border:1px solid #0088ed; }\n",
       ".color-source-target { color: #004bd1; }\n",
       ".color-compare { color: #f77721; }\n",
       ".button-border-compare { border:1px solid #f77721; }\n",
       ".color-compare-target { color: #e54600; }\n",
       ".color-normal { color: #58544f; }\n",
       ".color-target-summary { color: #CFC8BC; }\n",
       ".color-light { color: #837d76; }\n",
       ".color-red { color: #ff0000; }\n",
       ".dim { opacity: 0.5; }\n",
       ".color-title-disabled  { color: #e2e2e2; }\n",
       "\n",
       "a { color: #58544f; }\n",
       ".text-dataframe-title { font-family: RobotoBoldCond; font-size: 24px; }\n",
       ".text-dataframe-title-small { font-family: RobotoBoldCond; font-size: 20px; }\n",
       ".text-large-bold { font-family: RobotoBoldCond; font-size: 15.4px; }\n",
       ".text-med-bold { font-family: RobotoBoldCond; font-size: 12px; }\n",
       ".text-med { font-family: RobotoMed; font-size: 12px; }\n",
       ".text-small-med { font-family: RobotoMed; font-size: 10px; }\n",
       ".text-small-bold { font-family: RobotoBoldCond; font-size: 10px; }\n",
       ".text-label { font-family: RobotoReg; font-size: 11px;}\n",
       ".text-value { font-family: RobotoMed; font-size: 11px; }\n",
       ".text-distinct { font-family: RobotoMed; font-size: 12px; font-weight: bold;}\n",
       ".text-version { font-family: RobotoReg; font-size: 14px; font-weight: bold; }\n",
       ".text-credits { font-family: RobotoReg; font-size: 9px;}\n",
       "\n",
       ".pos-logo-group         { position: absolute; top:0px; left:0px; width: 380px; height: 200px; text-align: center;}\n",
       ".pos-logo               { position: relative;\n",
       "      margin-left: auto;\n",
       "  margin-right: auto;\n",
       "    top: 32px; }\n",
       ".pos-credits            { position: relative; top:26px; text-align: center; }\n",
       "\n",
       ".row-colored            { background-color: #00000008; }\n",
       ".row-missing            { background-color: #00000008; text-indent: 4px; height: 16px; width: 250px; }\n",
       ".assoc-row              { height: 13px; line-height: 11px; text-indent: 4px; }\n",
       ".assoc-row-target       { height: 13px; line-height: 11px; text-indent: 4px; background-color: #221F1F; color: #c1b9af; }\n",
       ".row-numeric-summary    { height: 13px; line-height: 11px; width: 140px; }\n",
       ".row-separator-bottom   { border-bottom: 1px solid #00000018; }\n",
       ".row-separator-top      { border-top: 1px solid #00000018; }\n",
       ".breakdown-row          { height: 13px; line-height: 11px; text-indent: 4px; }\n",
       ".breakdown-row-header   { height: 26px; text-indent: 4px; }\n",
       ".breakdown-row-header-2-lines   { height: 30px; text-indent: 4px; }\n",
       ".breakdown-hr           { position:absolute; top: 13px; left: 10px; width: 592px; }\n",
       ".breakdown-hr-2-lines   { position:absolute; top: 20px; left: 10px; width: 592px; }\n",
       "\n",
       "/* TAB ICON/NAME */\n",
       ".text-title-tab                     { font-family: RobotoBoldCond; font-size: 15.4px; position: absolute; left: 74px; top: 24px; width:250px; }\n",
       ".pos-tab-image                      { position: absolute; left: 45px; top: 21px; }\n",
       ".pos-detail-tab-icon-text__offset    { position: absolute; left: -4px; top: -4px; }\n",
       ".pos-text-title-tab__no-icon { position: absolute; left: 37px; top: 17px; }\n",
       "\n",
       "/*\n",
       " DATAFRAME SUMMARY\n",
       "------------------------------------*/\n",
       ".pos-dataframe-summary-title-source { position: absolute; left: 0px; top: 12px; width: 250px; text-align: right; }\n",
       ".pos-dataframe-summary-title-compare { position: absolute; left: 350px; top: 12px; width: 250px; text-align: left; }\n",
       ".pos-dataframe-summary-title-compare-none { position: absolute; left: 350px; top: 16px; width: 250px; text-align: left; }\n",
       ".pos-dataframe-summary  { position: absolute; top: 9px; left: 380px; }\n",
       ".pos-dataframe-summary-rows  { position: absolute; top: 47px; left: 19px; }\n",
       ".dataframe-summary-row  { height: 13px; width: 563px; line-height: 12px; }\n",
       ".pos-df-summary-source      { position: absolute; left: 0px; width: 231px; text-align: right;}\n",
       ".pos-df-summary-center     { position: absolute; left: 231px; width: 100px; text-align: center;}\n",
       ".pos-df-summary-compare      { position: absolute; left: 331px; width: 200px; text-align: left;}\n",
       ".size-df-summary-button     { width: 156px; height: 35px; }\n",
       ".pos-df-summary-button-assoc-source { position: absolute; top: 54px; left: 10px; }\n",
       ".pos-df-summary-button-assoc-compare { position: absolute; top: 54px; left: 397px; }\n",
       "\n",
       "/*\n",
       " FEATURE SUMMARY\n",
       "------------------------------------*/\n",
       ".summary-number\n",
       "{\n",
       "    position: absolute; top: 17px; left: 0px; width: 34px;\n",
       "    font-family: RobotoBoldCond; font-size: 26px;\n",
       "    color: #d9d9d9; text-align: right;\n",
       "}\n",
       ".summary-number-vertical\n",
       "{\n",
       "    position: absolute; top: 25px; left: 6px; width: 34px;\n",
       "    font-family: RobotoBoldCond; font-size: 26px;\n",
       "    color: #d9d9d9; text-align: right;\n",
       "    text-orientation: mixed;\n",
       "    writing-mode: vertical-rl;\n",
       "}\n",
       "\n",
       "/* BASE STATS */\n",
       ".pos-base-stats                 { position: absolute; top: 65px; left: 74px; }\n",
       ".pos-base-stats-in-detail       { position: absolute; top: 49px; left: 68px; }\n",
       ".base-stats-row                 { height: 13px; width: 200px; }\n",
       ".pos-base-stats__label         { position: absolute; left: 0px; text-align: left;}\n",
       ".pos-base-stats__source        { position: absolute; left: 55px; width: 55px; text-align: right;}\n",
       ".pos-base-stats__source-perc   { position: absolute; left: 113px; width: 35px; text-align: right;}\n",
       ".pos-base-stats__compare       { position: absolute; left: 153px; width: 55px; text-align: right;}\n",
       ".pos-base-stats__compare-perc  { position: absolute; left: 211px; width: 35px; text-align: right;}\n",
       "\n",
       "/* These are all NUMERICAL SUMMARY actually! */\n",
       ".pos-summary-numeric-group1             { position: absolute; top: 67px; left: 372px; }\n",
       ".pos-summary-numeric-group2             { position: absolute; top: 67px; left: 560px; }\n",
       ".pos-summary-numeric-source          { position: absolute; left: 40px; width: 50px; text-align: right;}\n",
       ".pos-summary-numeric-compare         { position: absolute; left: 90px; width: 50px; text-align: right;}\n",
       ".pos-summary-numeric-source-wide          { position: absolute; left: 40px; width: 64px; text-align: right;}\n",
       ".pos-summary-numeric-compare-wide         { position: absolute; left: 104px; width: 64px; text-align: right;}\n",
       ".pos-detail-num__top                  { position: absolute; top: 63px; line-height: 13px; }\n",
       ".pos-detail-num-col1__labels          { left: 320px; text-align: left; }\n",
       ".pos-detail-num-col1__source          { right: 636px; text-align: right;}\n",
       ".pos-detail-num-col1__compare         { right: 581px; text-align: right; }\n",
       ".pos-detail-num-col2__labels          { left: 520px; text-align: left; }\n",
       ".pos-detail-num-col2__source          { right: 441px; text-align: right;}\n",
       ".pos-detail-num-col2__compare         { right: 386px; text-align: right; }\n",
       "\n",
       ".pos-summary-text   { position: absolute; left: 372px; top: 67px; }\n",
       ".summary-text       { overflow: hidden; text-overflow: ellipsis; position: absolute; height: 14px; white-space: nowrap; }\n",
       "\n",
       ".pos-minigraph-cat      { position: absolute; right: 40px; top: 62px; }\n",
       ".pos-minigraph-numeric  { position: absolute; right: 40px; top: 62px; }\n",
       "\n",
       ".selector {}\n",
       ".selector__body { z-index:10; position: absolute;  left: 0px; top:40px; width: 1040px; height: 134px; }\n",
       ".selector__bottom { z-index:10; position: absolute;  left: 305px; top:174px; width: 735px; height: 22px; }\n",
       ".selector__top { z-index:10; position: absolute;  left: 0px; top:16px; width: 305px; height: 24px; }\n",
       "\n",
       "/*\n",
       "DETAILS\n",
       "------------------------------------*/\n",
       ".pos-detail-cat-graph                 { position: absolute; left: 45px; top: 120px; }\n",
       ".pos-detail-cat-breakdown             { position: absolute; left: 44px; overflow: hidden; }\n",
       ".pos-detail-num-graph                 { position: absolute; left: 50px; top: 78px; }\n",
       ".pos-detail-num-buttons               { position: absolute; left: 400px; top: 46px; width: 212px; }\n",
       "\n",
       ".pos-detail-assoc-graph               { position: absolute; left: 28px; top: 84px; }\n",
       ".pos-detail-assoc-desc-text           { position: absolute; left: 37px; top: 41px;     width: 800px;     line-height: 11px;}\n",
       "\n",
       ".pos-detail-text                   { position: absolute; left: 45px; top: 75px; }\n",
       "\n",
       "/* DETAIL LISTS */\n",
       ".container-detail-assoc               { position: absolute; left: 40px; top: 27px; width: 215px;}\n",
       ".pos-detail-num-most               { position: absolute; left: 20px; top: 606px; }\n",
       ".pos-detail-num-min               { position: absolute; left: 313px; top: 606px; }\n",
       ".pos-detail-num-max               { position: absolute; left: 607px; top: 606px; }\n",
       ".pos-detail-num-label               { position: absolute; left: 0px; width: 56px; }\n",
       ".pos-detail-num-source-pair         { position: absolute; width: 84px; left: 53px;}\n",
       ".pos-detail-num-compare-pair         { position: absolute; width: 84px; left: 135px;}\n",
       ".pos-detail-num-pair-pos__num      { position: absolute; left: 0px; width: 42px; text-align: right;}\n",
       ".pos-detail-num-pair-pos__perc     { position: absolute; left: 49px; width: 30px; text-align: right; }\n",
       "\n",
       "/* Number, percentage pairs in CATEGORICAL breakdown */\n",
       ".pair__col          { position: absolute; width: 84px; }\n",
       ".pair__header       { position: absolute; width: 79px; text-align: center;}\n",
       ".pair-pos__num      { position: absolute; left: 0px; width: 42px; text-align: right;}\n",
       ".pair-pos__perc     { position: absolute; left: 49px; width: 30px; text-align: right; }\n",
       "\n",
       "/* DETAIL-ASSOC */\n",
       ".pos-detail-cat-assoc-1              { position: absolute; left: 618px; top: 28px; width: 275px;}\n",
       ".pos-detail-cat-assoc-CN              { position: absolute; left: 618px; top: 565px; width: 275px;}\n",
       ".pos-assoc-row__label             { position: absolute; left: 0px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; width: 156px;}\n",
       ".pos-assoc-row__source            { position: absolute; left: 150px; text-align: right; width: 30px; }\n",
       ".pos-assoc-row__compare           { position: absolute; left: 120px; text-align: right; width: 30px; }\n",
       "\n",
       "/* NUM-DETAIL COLS */\n",
       ".pos-num-detail-row__label        { position: absolute; left: 0px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; width: 62px;}\n",
       "\n",
       "hr { background-color: #58544f; height: 1px; border-width: 0px; }\n",
       "\n",
       "button\n",
       "{\n",
       "\tbox-shadow:inset 0px 1px 0px 0px #ffffff;\n",
       "\tbackground:linear-gradient(to bottom, #f9f9f9 5%, #e9e9e9 100%);\n",
       "\tbackground-color:#f9f9f9;\n",
       "\tborder-radius:6px;\n",
       "\tborder:1px solid #dcdcdc;\n",
       "\tdisplay:inline-block;\n",
       "\tcursor:pointer;\n",
       "\tcolor:#666666;\n",
       "\tfont-family:Arial;\n",
       "\tfont-size:10px;\n",
       "\tpadding:3px 13px;\n",
       "\ttext-decoration:none;\n",
       "\ttext-shadow:0px 1px 0px #ffffff;\n",
       "}\n",
       ".button-assoc {\n",
       "    outline: none;\n",
       "}\n",
       ".button-assoc:hover {\n",
       "\tborder:2px solid #221f1f;\n",
       "    outline: none;\n",
       "}\n",
       ".button-assoc:focus {\n",
       "    outline: none;\n",
       "}\n",
       ".button-assoc-selected {\n",
       "\tborder:2px solid #ff0000;\n",
       "}\n",
       ".button-assoc-selected:hover {\n",
       "\tborder:2px solid #ff0000;\n",
       "}\n",
       ".button-assoc-selected:focus {\n",
       "\tborder:2px solid #ff0000;\n",
       "    outline: none;\n",
       "}\n",
       " &lt;/style&gt;\n",
       "\n",
       "    &lt;style&gt;\n",
       "\n",
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       "                    span.detail_graph-f1-0::before { content: url(data:image/png;base64,[encoded data, 8496 characters]);}\n",
       "                    span.detail_graph-f1-5::before { content: url(data:image/png;base64,[encoded data, 10156 characters]);}\n",
       "                    span.detail_graph-f1-15::before { content: url(data:image/png;base64,[encoded data, 9948 characters]);}\n",
       "                    span.detail_graph-f1-30::before { content: url(data:image/png;base64,[encoded data, 8364 characters]);}\n",
       "                span.minigraph-f2::before { content: url(data:image/png;base64,[encoded data, 4220 characters]);}\n",
       "                    span.detail_graph-f2-0::before { content: url(data:image/png;base64,[encoded data, 9452 characters]);}\n",
       "                    span.detail_graph-f2-5::before { content: url(data:image/png;base64,[encoded data, 8012 characters]);}\n",
       "                    span.detail_graph-f2-15::before { content: url(data:image/png;base64,[encoded data, 9448 characters]);}\n",
       "                    span.detail_graph-f2-30::before { content: url(data:image/png;base64,[encoded data, 9620 characters]);}\n",
       "            span.association-graph-source::before { content: url(data:image/png;base64,[encoded data, 19356 characters]);}\n",
       "            span.association-graph-compare::before { content: url(data:image/png;base64,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);}\n",
       "        span.graph-legend { content: url(data:image/png;base64,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);}\n",
       "    &lt;/style&gt;\n",
       "&lt;script&gt;\n",
       "    g_height = 946;\n",
       "    g_scale = 1.0;\n",
       "&lt;/script&gt;\n",
       "&lt;/head&gt;\n",
       "\n",
       "&lt;body&gt;\n",
       "&lt;div class=&quot;page-root-vertical&quot;&gt;\n",
       "    &lt;!-- TOP HEADER --&gt;\n",
       "    &lt;!-- ALL SUMMARY TABS --&gt;\n",
       "    &lt;div class=&quot;page-column-main&quot; id=&quot;col1&quot; style=&quot;transform: scale(1.0);transform-origin: 0 0;&quot;&gt;\n",
       "        &lt;!-- DF Summary --&gt;\n",
       "\n",
       "        &lt;!-- ASSOCIATIONS (VERTICAL ONLY) --&gt;\n",
       "                &lt;div class=&quot;isHidden container-feature-detail&quot; id=&quot;df-assoc-source&quot;Yellow\n",
       "    style=&quot;display: contents; &quot;\n",
       "&gt;\n",
       "&lt;div class=&quot;container-feature-detail__offset&quot;\n",
       "    style=&quot;position: absolute; top: 137px&quot;\n",
       "&gt;\n",
       "    &lt;span class=&quot;bg-tab-detail-wide&quot;&gt;&lt;/span&gt;\n",
       "    &lt;span class=&quot;text-title-tab pos-text-title-tab__no-icon&quot;&gt;Associations&lt;/span&gt;\n",
       "    &lt;div class=&quot;text-med  pos-detail-assoc-desc-text&quot; style=&quot;font-size: 11px;&quot;&gt;\n",
       "        &lt;span class=&quot;color-source&quot;&gt;[Only including dataset &quot;DataFrame&quot;]&lt;/span&gt;&lt;br&gt;\n",
       "         &amp;#9632; &lt;b&gt;Squares&lt;/b&gt; are categorical associations (uncertainty coefficient &amp; correlation ratio) from 0 to 1. The uncertainty coefficient is &lt;b&gt;assymmetrical&lt;/b&gt;,\n",
       "        (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).\n",
       "       &lt;br&gt;&lt;br&gt;&amp;#8226; &lt;b&gt;Circles&lt;/b&gt; are the symmetrical numerical correlations (Pearson&#x27;s) from -1 to 1. The &lt;b&gt;trivial diagonal&lt;/b&gt; is intentionally left blank for clarity.\n",
       "    &lt;/div&gt;\n",
       "    &lt;span class=&quot;association-graph-source pos-detail-assoc-graph&quot;&gt;&lt;/span&gt;\n",
       "&lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "\n",
       "                &lt;div class=&quot;isHidden container-feature-detail&quot; id=&quot;df-assoc-compare&quot;Yellow\n",
       "    style=&quot;display: contents; &quot;\n",
       "&gt;\n",
       "&lt;div class=&quot;container-feature-detail__offset&quot;\n",
       "    style=&quot;position: absolute; top: 137px&quot;\n",
       "&gt;\n",
       "    &lt;span class=&quot;bg-tab-detail-wide&quot;&gt;&lt;/span&gt;\n",
       "    &lt;span class=&quot;text-title-tab pos-text-title-tab__no-icon&quot;&gt;Associations&lt;/span&gt;\n",
       "    &lt;div class=&quot;text-med  pos-detail-assoc-desc-text&quot; style=&quot;font-size: 11px;&quot;&gt;\n",
       "        &lt;span class=&quot;color-compare&quot;&gt;[Only including dataset &quot;None&quot;]&lt;/span&gt;&lt;br&gt;\n",
       "         &amp;#9632; &lt;b&gt;Squares&lt;/b&gt; are categorical associations (uncertainty coefficient &amp; correlation ratio) from 0 to 1. The uncertainty coefficient is &lt;b&gt;assymmetrical&lt;/b&gt;,\n",
       "        (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).\n",
       "       &lt;br&gt;&lt;br&gt;&amp;#8226; &lt;b&gt;Circles&lt;/b&gt; are the symmetrical numerical correlations (Pearson&#x27;s) from -1 to 1. The &lt;b&gt;trivial diagonal&lt;/b&gt; is intentionally left blank for clarity.\n",
       "    &lt;/div&gt;\n",
       "    &lt;span class=&quot;association-graph-compare pos-detail-assoc-graph&quot;&gt;&lt;/span&gt;\n",
       "&lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "\n",
       "\n",
       "        &lt;!-- ALL SUMMARIES --&gt;\n",
       "       &lt;div class=&quot;container-feature-summary&quot; id=&quot;summary-df&quot; data-detail-div=&quot;detail-df&quot;&gt;\n",
       "    &lt;div class=&quot;pos-dataframe-summary text-label&quot;&gt;\n",
       "        &lt;span class=&quot;top-header&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;pos-dataframe-summary-title-source text-dataframe-title color-source&quot;&gt;DataFrame&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-dataframe-summary-title-compare-none text-dataframe-title-small color-title-disabled&quot;&gt;NO COMPARISON TARGET&lt;/div&gt;\n",
       "        &lt;div class=&quot;pos-dataframe-summary-rows&quot;&gt;\n",
       "            &lt;div class=&quot;dataframe-summary-row row-colored&quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;1846&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;ROWS&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;&lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "             &lt;div class=&quot;dataframe-summary-row&quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;0&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;DUPLICATES&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;&lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;dataframe-summary-row row-colored&quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;147.5 kb&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;RAM&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;&lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;dataframe-summary-row row&quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;\n",
       "                    3\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;FEATURES&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;\n",
       "                &lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;dataframe-summary-row row-colored&quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;1&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;CATEGORICAL&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;&lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "             &lt;div class=&quot;dataframe-summary-row &quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;2&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;NUMERICAL&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;&lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;dataframe-summary-row row-colored&quot;&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-source color-source&quot;&gt;0&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-center&quot;&gt;TEXT&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-df-summary-compare color-compare&quot;&gt;&lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;button class=&quot;button-assoc color-source button-border-source size-df-summary-button pos-df-summary-button-assoc-source&quot; id=&quot;button-summary-associations-source&quot;\n",
       "                data-detail-div=&quot;df-assoc-source&quot;&gt;ASSOCIATIONS&lt;/button &gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "\n",
       "\n",
       "\n",
       "            &lt;div class=&quot;pos-logo-group&quot;&gt;\n",
       "                &lt;div class=&quot;pos-logo im-logo&quot;&gt;&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-credits text-credits&quot;&gt;\n",
       "                    &lt;span class=&quot;text-version&quot;&gt;2.3.1&lt;br&gt;\n",
       "                    &lt;a href=&quot;https://github.com/fbdesignpro/sweetviz&quot;&gt;Get updates, docs &amp; report issues here&lt;/a&gt;&lt;/span&gt;&lt;br&gt;\n",
       "                    Created &amp; maintained by &lt;a href=&quot;https://www.fbdesignpro.com&quot;&gt;Francois Bertrand&lt;/a&gt; &lt;br&gt;\n",
       "                    Graphic design by &lt;a href=&quot;https://www.fbdesignpro.com&quot; data-reach=&quot;Jeff is working on his contact info :)&quot;&gt;Jean-Francois Hains&lt;/a&gt;\n",
       "                &lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "        &lt;div class=&quot;page-all-summaries&quot;&gt;\n",
       "            &lt;span class=&quot;graph-legend&quot; style=&quot;left: 391px;position: absolute;top: 5px;&quot;&gt;&lt;/span&gt;\n",
       "            &lt;!-- TARGET Summary --&gt;\n",
       "            &lt;!-- FEATURE Summaries --&gt;\n",
       "                &lt;div class=&quot;pos-feature-summary&quot; style=&quot;top: 0.0px&quot;&gt;\n",
       "                    &lt;div class=&quot;container-feature-summary&quot; id=&quot;summary-f0&quot;\n",
       "     style=&quot;top: 0px&quot;&gt;\n",
       "    &lt;div class=&quot;selector selector__body&quot; data-detail-div=&quot;detail-f0&quot; data-rollover-span=&quot;rollover-f0&quot;&gt;&lt;/div&gt;\n",
       "    &lt;div class=&quot;selector selector__bottom&quot; data-detail-div=&quot;detail-f0&quot; data-rollover-span=&quot;rollover-f0&quot;&gt;&lt;/div&gt;\n",
       "    &lt;div class=&quot;selector selector__top&quot; data-detail-div=&quot;detail-f0&quot; data-rollover-span=&quot;rollover-f0&quot;&gt;&lt;/div&gt;\n",
       "    &lt;span class=&quot;bg-tab-summary&quot; style=&quot;z-index: -20000&quot;&gt;&lt;/span&gt;\n",
       "    &lt;span class=&quot;bg-tab-summary-rollover&quot; id=&quot;rollover-f0&quot; style=&quot;z-index: -19999&quot;&gt;&lt;/span&gt;\n",
       "    &lt;div class=&quot;summary-number&quot;\n",
       "        &gt;\n",
       "        1\n",
       "    &lt;/div&gt;\n",
       "    &lt;div class=&quot;pos-tab-image ic-cat&quot;&gt;&lt;/div&gt;\n",
       "    &lt;span class=&quot;text-title-tab color-normal &quot;&gt;dataset&lt;/span&gt;\n",
       "    &lt;div class=&quot;pos-base-stats&quot;&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label  &quot;&gt;VALUES:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                1,846\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "                (100%)\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;MISSING:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                    ---\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot; &gt;\n",
       "\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;DISTINCT:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-distinct color-source pos-base-stats__source&quot;&gt;\n",
       "                13\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "                (&lt;1%)\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;span class=&quot;minigraph-f0 pos-minigraph-cat&quot;&gt;&lt;/span&gt;\n",
       "&lt;/div&gt;\n",
       "                    &lt;!-- This DETAIL WINDOW (VERTICAL ONLY) --&gt;\n",
       "                        &lt;div class=&quot;isHidden container-feature-detail-vertical&quot;\n",
       "        style=&quot;top: 157px&quot;\n",
       "     id=&quot;detail-f0&quot;&gt;\n",
       "&lt;div class=&quot;container-feature-detail__offset&quot;&gt;\n",
       "\n",
       "    &lt;span class=&quot;detail_graph-f0-\n",
       "                pos-detail-cat-graph&quot; id=&quot;detail_graph-f0&quot;\n",
       "    style=&quot;top: 75px;&quot;&gt;&lt;/span&gt;\n",
       "\n",
       "    &lt;div class=&quot;pos-detail-cat-breakdown &quot; id=&quot;detail_breakdown-f0&quot;\n",
       "        style=&quot;top: 614.0px;&quot;&gt; &lt;!-- height: 296.0px;&quot;&gt; WHY was this needed? Causes issue in vertical layout. --&gt;\n",
       "        &lt;!-- HEADER ROW --&gt;\n",
       "        &lt;div class=&quot;breakdown-row-header text-value&quot; style=&quot;width:553px&quot;&gt;\n",
       "            &lt;div class=&quot;text-med-bold&quot; style=&quot;position: absolute; left:10px&quot;&gt;TOP CATEGORIES&lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-hr&quot;&gt;&lt;hr&gt;&lt;/div&gt;\n",
       "            &lt;div class=&quot;pair__header color-source&quot; style=&quot;left: 90px&quot;&gt;&lt;/div&gt;\n",
       "            &lt;!-- Targets --&gt;\n",
       "                &lt;div class=&quot;pair__header color-compare&quot; style=&quot;position: absolute; left: px&quot;&gt;\n",
       "                    &lt;!--None--&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "\n",
       "        &lt;!-- ROW CONTENT --&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;dino&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;away&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;h_lines&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;v_lines&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;x_shape&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;star&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;high_lines&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;dots&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;circle&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;bullseye&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;slant_up&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;slant_down&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value &quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;wide_lines&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;142&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;8%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "                &lt;div class=&quot;breakdown-row text-value&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;/div&gt;\n",
       "            &lt;div class=&quot;breakdown-row text-value row-colored&quot; style=&quot;width:553px&quot;&gt;\n",
       "                &lt;!-- Name --&gt;\n",
       "                &lt;div class=&quot;text-label color-normal &quot; style=&quot;position: absolute; left:10px;\n",
       "                width: 90px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;&quot;&gt;ALL&lt;/div&gt;\n",
       "\n",
       "                &lt;!-- Freq --&gt;\n",
       "                &lt;div class=&quot;pair__col color-source&quot; style=&quot;left: 90px&quot;&gt;\n",
       "                    &lt;div class=&quot;pair-pos__num dim&quot;&gt;1,846&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pair-pos__perc&quot;&gt;100%&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;!-- Targets --&gt;\n",
       "            &lt;/div&gt;\n",
       "        &lt;div id=&quot;detail_cat_end-0&quot;&gt;&lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;!-- ASSOCIATIONS --&gt;\n",
       "    &lt;div class=&quot;pos-detail-cat-assoc-1&quot; id=&quot;cat-assoc-CC-f0&quot;&gt;\n",
       "        &lt;!-- no background for target in vertical mode --&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc &quot; id=&quot;cat-assoc-window-f0&quot;&gt;\n",
       "            &lt;!-- CAT-CAT --&gt;\n",
       "            &lt;div class=&quot;text-small-bold color-light&quot; style=&quot;text-align:right; line-height: 10px&quot;&gt;\n",
       "                CATEGORICAL ASSOCIATIONS&lt;br&gt;\n",
       "                (UNCERTAINTY COEFFICIENT, 0 to 1)\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot; style=&quot;line-height: 104%;&quot;&gt;dataset&lt;br&gt;\n",
       "            PROVIDES INFORMATION ON...&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "            &lt;br&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot; style=&quot;line-height: 104%;&quot;&gt;THESE FEATURES&lt;br&gt;GIVE INFORMATION&lt;br&gt;\n",
       "            ON dataset:&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "            &lt;br&gt;\n",
       "            &lt;!-- CAT-NUM --&gt;\n",
       "            &lt;div class=&quot;text-small-bold color-light&quot; style=&quot;text-align:right; line-height: 10px&quot;&gt;\n",
       "                NUMERICAL ASSOCIATIONS&lt;br&gt;\n",
       "                (CORRELATION RATIO, 0 to 1)\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot; style=&quot;line-height: 104%;&quot;&gt;dataset&lt;br&gt;\n",
       "                    CORRELATION RATIO WITH...&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot; &gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__label text-label&quot;&gt;x&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__source text-label color-source&quot;&gt;0.00&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot; &gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__label text-label&quot;&gt;y&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__source text-label color-source&quot;&gt;0.00&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-feature-summary&quot; style=&quot;top: 0.0px&quot;&gt;\n",
       "                    &lt;div class=&quot;container-feature-summary&quot; id=&quot;summary-f1&quot;\n",
       "     style=&quot;top: 0px&quot;&gt;\n",
       "    &lt;div class=&quot;selector selector__body&quot; data-detail-div=&quot;detail-f1&quot; data-rollover-span=&quot;rollover-f1&quot;&gt;&lt;/div&gt;\n",
       "    &lt;div class=&quot;selector selector__bottom&quot; data-detail-div=&quot;detail-f1&quot; data-rollover-span=&quot;rollover-f1&quot;&gt;&lt;/div&gt;\n",
       "    &lt;div class=&quot;selector selector__top&quot; data-detail-div=&quot;detail-f1&quot; data-rollover-span=&quot;rollover-f1&quot;&gt;&lt;/div&gt;\n",
       "    &lt;span class=&quot;bg-tab-summary&quot; style=&quot;z-index: -19998&quot;&gt;&lt;/span&gt;\n",
       "    &lt;span class=&quot;bg-tab-summary-rollover&quot; id=&quot;rollover-f1&quot; style=&quot;z-index: -19997&quot;&gt;&lt;/span&gt;\n",
       "    &lt;div class=&quot;summary-number&quot;\n",
       "        &gt;\n",
       "        2\n",
       "    &lt;/div&gt;\n",
       "    &lt;div class=&quot;pos-tab-image ic-numeric&quot;&gt;&lt;/div&gt;\n",
       "    &lt;span class=&quot;text-title-tab color-normal&quot;&gt;x&lt;/span&gt;\n",
       "\n",
       "    &lt;div class=&quot;pos-base-stats&quot;&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label  &quot;&gt;VALUES:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                1,846\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "                (100%)\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;MISSING:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                    ---\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot; &gt;\n",
       "\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;DISTINCT:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-distinct color-source pos-base-stats__source&quot;&gt;\n",
       "                1,804\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "                (98%)\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "            &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "                &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;ZEROES:&lt;/div&gt;\n",
       "                &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                        ---\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "\n",
       "                &lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;div class=&quot;pos-summary-numeric-group1&quot;&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary  row-separator-bottom &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;MAX&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;98.3&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;95%&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;81.1&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;Q3&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;67.3&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;AVG&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;54.3&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;MEDIAN&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;52.6&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;Q1&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;41.1&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;5%&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;27.9&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary row-separator-top  &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;MIN&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;15.6&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;div class=&quot;pos-summary-numeric-group2&quot;&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;RANGE&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;82.7&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;IQR&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;26.2&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;STD&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;16.7&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;VAR&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;279&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;KURT.&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;-0.696&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;SKEW&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;0.135&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;SUM&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;100k&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;span class=&quot;minigraph-f1 pos-minigraph-numeric&quot;&gt;&lt;/span&gt;\n",
       "&lt;/div&gt;\n",
       "                    &lt;!-- This DETAIL WINDOW (VERTICAL ONLY) --&gt;\n",
       "                        &lt;div class=&quot;isHidden container-feature-detail-vertical&quot;\n",
       "        style=&quot;top: 157px&quot;\n",
       "    id=&quot;detail-f1&quot; &gt;\n",
       "&lt;div class=&quot;container-feature-detail__offset&quot;&gt;\n",
       "\n",
       "    &lt;!-- BUTTONS --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-buttons&quot;&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f1&quot;\n",
       "                data-new_class=&quot;detail_graph-f1-0&quot;&gt;Auto &lt;/button&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f1&quot;\n",
       "                data-new_class=&quot;detail_graph-f1-5&quot;&gt;5 &lt;/button&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f1&quot;\n",
       "                data-new_class=&quot;detail_graph-f1-15&quot;&gt;15 &lt;/button&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f1&quot;\n",
       "                data-new_class=&quot;detail_graph-f1-30&quot;&gt;30 &lt;/button&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;!-- GRAPH --&gt;\n",
       "    &lt;span class=&quot;detail_graph-f1-0\n",
       "        pos-detail-num-graph&quot; id=&quot;detail_graph-f1&quot;&gt;&lt;/span&gt;\n",
       "\n",
       "    &lt;!-- ASSOCIATIONS --&gt;\n",
       "    &lt;div class=&quot;pos-detail-cat-assoc-1&quot; id=&quot;cat-assoc-CN-f1&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;  &lt;!-- expand if target in vertical layout --&gt;\n",
       "            &gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;NUMERICAL ASSOCIATIONS&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-small-bold color-light&quot; style=&quot;line-height: 10px&quot;&gt;\n",
       "                (PEARSON, -1 to 1)\n",
       "            &lt;/div&gt;\n",
       "&lt;!--             &lt;div class=&quot;text-med-bold&quot;&gt;x&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;CORRELATION RATIO WITH...&lt;/div&gt;\n",
       "--&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot; &gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__label text-label&quot;&gt;y&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__source text-label color-red&quot;&gt;-0.07&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "            &lt;br&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;CATEGORICAL ASSOCIATIONS&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-small-bold color-light&quot; style=&quot;line-height: 10px&quot;&gt;\n",
       "                (CORRELATION RATIO, 0 to 1)\n",
       "            &lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot; &gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__label text-label&quot;&gt;dataset&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__source text-label color-source&quot;&gt;0.00&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;!-- FREQUENT --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-most&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;MOST FREQUENT VALUES&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;50.0&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;4&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;56.6667&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;4&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;29.7436&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;4&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;44.1026&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;59.2308&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;67.9487&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;55.3846&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;51.5385&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;46.1538&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;42.8205&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;38.7179&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;22.3077&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;53.0769&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;61.2821&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;61.7949&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;!-- MINIMUM --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-min&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt; SMALLEST VALUES&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;15.5607495229&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;17.8934987136&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;18.1094722949&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;19.2882047369&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;20.0245005746&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;20.2097781637&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;20.4089478892&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;20.6891490538&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;20.9319996761&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;20.9594648125&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;21.0379688969&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;21.7780404779&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;21.7960992263&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;21.8635812756&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;22.0037091415&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;!-- MAXIMUM --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-max&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;LARGEST VALUES&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.2881232748&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.2051&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;96.0805193672&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;95.5934163965&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;95.4434878077&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;95.3846&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;95.2605278366&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;95.2492339568&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;95.0652748396&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;94.9974880471&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;93.3333&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;92.5487933153&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;92.2484016622&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;92.2478988278&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;92.0175590822&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "&lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-feature-summary&quot; style=&quot;top: 0.0px&quot;&gt;\n",
       "                    &lt;div class=&quot;container-feature-summary&quot; id=&quot;summary-f2&quot;\n",
       "     style=&quot;top: 0px&quot;&gt;\n",
       "    &lt;div class=&quot;selector selector__body&quot; data-detail-div=&quot;detail-f2&quot; data-rollover-span=&quot;rollover-f2&quot;&gt;&lt;/div&gt;\n",
       "    &lt;div class=&quot;selector selector__bottom&quot; data-detail-div=&quot;detail-f2&quot; data-rollover-span=&quot;rollover-f2&quot;&gt;&lt;/div&gt;\n",
       "    &lt;div class=&quot;selector selector__top&quot; data-detail-div=&quot;detail-f2&quot; data-rollover-span=&quot;rollover-f2&quot;&gt;&lt;/div&gt;\n",
       "    &lt;span class=&quot;bg-tab-summary&quot; style=&quot;z-index: -19996&quot;&gt;&lt;/span&gt;\n",
       "    &lt;span class=&quot;bg-tab-summary-rollover&quot; id=&quot;rollover-f2&quot; style=&quot;z-index: -19995&quot;&gt;&lt;/span&gt;\n",
       "    &lt;div class=&quot;summary-number&quot;\n",
       "        &gt;\n",
       "        3\n",
       "    &lt;/div&gt;\n",
       "    &lt;div class=&quot;pos-tab-image ic-numeric&quot;&gt;&lt;/div&gt;\n",
       "    &lt;span class=&quot;text-title-tab color-normal&quot;&gt;y&lt;/span&gt;\n",
       "\n",
       "    &lt;div class=&quot;pos-base-stats&quot;&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label  &quot;&gt;VALUES:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                1,846\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "                (100%)\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;MISSING:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                    ---\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot; &gt;\n",
       "\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;DISTINCT:&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-distinct color-source pos-base-stats__source&quot;&gt;\n",
       "                1,807\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "                (98%)\n",
       "            &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "            &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "            &lt;/div&gt;\n",
       "            &lt;div class=&quot;base-stats-row&quot;&gt;\n",
       "                &lt;div class=&quot;text-label color-normal pos-base-stats__label &quot;&gt;ZEROES:&lt;/div&gt;\n",
       "                &lt;div class=&quot;text-value color-source pos-base-stats__source&quot;&gt;\n",
       "                        ---\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;text-value color-source pos-base-stats__source-perc&quot;&gt;\n",
       "\n",
       "                &lt;/div&gt;\n",
       "            &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;div class=&quot;pos-summary-numeric-group1&quot;&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary  row-separator-bottom &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;MAX&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;99.7&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;95%&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;90.1&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;Q3&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;71.8&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;AVG&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;47.8&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;MEDIAN&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;47.6&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;Q1&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;22.6&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary   &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;5%&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;10.6&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary row-separator-top  &quot;&gt;\n",
       "            &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;MIN&lt;/div&gt;\n",
       "            &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;0.0&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;div class=&quot;pos-summary-numeric-group2&quot;&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;RANGE&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;99.7&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;IQR&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;49.2&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;STD&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;26.8&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;VAR&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;721&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;KURT.&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;-1.28&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;SKEW&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;0.160&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "        &lt;div class=&quot;row-numeric-summary&quot;&gt;\n",
       "                &lt;div class=&quot;text-label&quot; style=&quot;position:absolute&quot;&gt;SUM&lt;/div&gt;\n",
       "                &lt;div class=&quot;pos-summary-numeric-source text-value color-source&quot;&gt;88,304&lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;span class=&quot;minigraph-f2 pos-minigraph-numeric&quot;&gt;&lt;/span&gt;\n",
       "&lt;/div&gt;\n",
       "                    &lt;!-- This DETAIL WINDOW (VERTICAL ONLY) --&gt;\n",
       "                        &lt;div class=&quot;isHidden container-feature-detail-vertical&quot;\n",
       "        style=&quot;top: 157px&quot;\n",
       "    id=&quot;detail-f2&quot; &gt;\n",
       "&lt;div class=&quot;container-feature-detail__offset&quot;&gt;\n",
       "\n",
       "    &lt;!-- BUTTONS --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-buttons&quot;&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f2&quot;\n",
       "                data-new_class=&quot;detail_graph-f2-0&quot;&gt;Auto &lt;/button&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f2&quot;\n",
       "                data-new_class=&quot;detail_graph-f2-5&quot;&gt;5 &lt;/button&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f2&quot;\n",
       "                data-new_class=&quot;detail_graph-f2-15&quot;&gt;15 &lt;/button&gt;\n",
       "            &lt;button class=&quot;button-bin&quot; data-target=&quot;detail_graph-f2&quot;\n",
       "                data-new_class=&quot;detail_graph-f2-30&quot;&gt;30 &lt;/button&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;!-- GRAPH --&gt;\n",
       "    &lt;span class=&quot;detail_graph-f2-0\n",
       "        pos-detail-num-graph&quot; id=&quot;detail_graph-f2&quot;&gt;&lt;/span&gt;\n",
       "\n",
       "    &lt;!-- ASSOCIATIONS --&gt;\n",
       "    &lt;div class=&quot;pos-detail-cat-assoc-1&quot; id=&quot;cat-assoc-CN-f2&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;  &lt;!-- expand if target in vertical layout --&gt;\n",
       "            &gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;NUMERICAL ASSOCIATIONS&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-small-bold color-light&quot; style=&quot;line-height: 10px&quot;&gt;\n",
       "                (PEARSON, -1 to 1)\n",
       "            &lt;/div&gt;\n",
       "&lt;!--             &lt;div class=&quot;text-med-bold&quot;&gt;y&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;CORRELATION RATIO WITH...&lt;/div&gt;\n",
       "--&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot; &gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__label text-label&quot;&gt;x&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__source text-label color-red&quot;&gt;-0.07&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "            &lt;br&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;CATEGORICAL ASSOCIATIONS&lt;/div&gt;\n",
       "            &lt;div class=&quot;text-small-bold color-light&quot; style=&quot;line-height: 10px&quot;&gt;\n",
       "                (CORRELATION RATIO, 0 to 1)\n",
       "            &lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot; &gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__label text-label&quot;&gt;dataset&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-assoc-row__source text-label color-source&quot;&gt;0.00&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;!-- FREQUENT --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-most&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;MOST FREQUENT VALUES&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;10.641&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;6&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.3%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;51.0256&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;51.4103&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;55.2564&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;46.0256&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;25.2564&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;18.3333&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;14.8718&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;3&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.2%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;79.8718&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;77.5641&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;71.4103&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;66.4103&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;52.9487&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;62.1795&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;38.3333&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;2&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;!-- MINIMUM --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-min&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt; SMALLEST VALUES&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;0.0151193251552&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;0.217006270014&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;0.30387242055&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;0.5091067352&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;0.601490941965&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;1.13388036584&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;1.21055166293&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;1.48813233299&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;1.50441817488&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;1.74146171252&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;1.80811559665&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;2.33519661206&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;2.73476016988&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;2.9487&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;3.7168538855&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "    &lt;!-- MAXIMUM --&gt;\n",
       "    &lt;div class=&quot;pos-detail-num-max&quot;&gt;\n",
       "        &lt;span class=&quot;bg-extra-column&quot;&gt;&lt;/span&gt;\n",
       "        &lt;div class=&quot;container-detail-assoc&quot;&gt;\n",
       "            &lt;div class=&quot;text-large-bold&quot;&gt;LARGEST VALUES&lt;/div&gt;\n",
       "            &lt;hr&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.6946801425&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.6441791736&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.6134716833&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.5795911254&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.4872&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.2837639519&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.2568672885&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;99.1026&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.9310270371&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.6283694405&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.6038611855&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.1843018589&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;98.1651568396&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row row-colored&quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;97.8376147235&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "                &lt;div class=&quot;assoc-row &quot;&gt;\n",
       "                    &lt;div class=&quot;pos-num-detail-row__label text-label pos-detail-num-label&quot;&gt;97.6099835723&lt;/div&gt;\n",
       "                    &lt;div class=&quot;pos-detail-num-source-pair color-source text-value&quot;&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__num dim&quot;&gt;1&lt;/div&gt;\n",
       "                        &lt;div class=&quot;pos-detail-num-pair-pos__perc&quot;&gt;&lt;0.1%&lt;/div&gt;\n",
       "                    &lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "&lt;/div&gt;\n",
       "&lt;/div&gt;\n",
       "                &lt;/div&gt;\n",
       "        &lt;/div&gt;\n",
       "    &lt;/div&gt;\n",
       "\n",
       "    &lt;!-- ALL DETAIL WINDOWS (WIDESCREEN ONLY) --&gt;\n",
       "&lt;/div&gt;\n",
       "&lt;/body&gt;\n",
       "&lt;/html&gt;\" frameborder=\"0\" allowfullscreen></iframe>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2026-02-22 11:37:04,556 - INFO     - Executing shutdown due to inactivity...\n",
      "2026-02-22 11:37:08,648 - INFO     - Executing shutdown...\n",
      "2026-02-22 11:37:08,650 - INFO     - Not running with the Werkzeug Server, exiting by searching gc for BaseWSGIServer\n"
     ]
    }
   ],
   "source": [
    "\n",
    "report = sv.analyze(df)\n",
    "#report.show_html(\"sweetviz_report.html\")\n",
    "report.show_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "678e3713",
   "metadata": {},
   "source": [
    "\n",
    "Explore:\n",
    "\n",
    "- Distributions\n",
    "- Correlations\n",
    "- Missing values\n",
    "- Variable relationships\n",
    "\n",
    "What patterns do you notice?\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee012206",
   "metadata": {},
   "source": [
    "\n",
    "## 6️⃣ Interactive Exploration (D-Tale)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "90110819",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2026-02-22 09:59:06,283 - ERROR    - Exception on /dtale/charts/_dash-update-component [POST]\n",
      "Traceback (most recent call last):\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 1473, in wsgi_app\n",
      "    response = self.full_dispatch_request()\n",
      "               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 882, in full_dispatch_request\n",
      "    rv = self.handle_user_exception(e)\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 880, in full_dispatch_request\n",
      "    rv = self.dispatch_request()\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 865, in dispatch_request\n",
      "    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)  # type: ignore[no-any-return]\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\dash.py\", line 1376, in dispatch\n",
      "    ctx.run(\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 507, in add_context\n",
      "    raise err\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 496, in add_context\n",
      "    output_value = _invoke_callback(func, *func_args, **func_kwargs)\n",
      "                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 43, in _invoke_callback\n",
      "    return func(*args, **kwargs)  # %% callback invoked %%\n",
      "           ^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\saved_charts.py\", line 215, in load_saved_chart\n",
      "    return dict(display=\"block\"), charts, config, build_saved_header(config)\n",
      "                                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\saved_charts.py\", line 106, in build_saved_header\n",
      "    if chart_type == \"scatter\" and config[\"trendline\"]:\n",
      "                                   ~~~~~~^^^^^^^^^^^^^\n",
      "KeyError: 'trendline'\n",
      "d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\charts.py:4170: GuessedAtParserWarning:\n",
      "\n",
      "No parser was explicitly specified, so I'm using the best available HTML parser for this system (\"html.parser\"). This usually isn't a problem, but if you run this code on another system, or in a different virtual environment, it may use a different parser and behave differently.\n",
      "\n",
      "The code that caused this warning is on line 4170 of the file d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\charts.py. To get rid of this warning, pass the additional argument 'features=\"html.parser\"' to the BeautifulSoup constructor.\n",
      "\n",
      "\n",
      "2026-02-22 10:02:45,101 - ERROR    - Exception on /dtale/charts/_dash-update-component [POST]\n",
      "Traceback (most recent call last):\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 1473, in wsgi_app\n",
      "    response = self.full_dispatch_request()\n",
      "               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 882, in full_dispatch_request\n",
      "    rv = self.handle_user_exception(e)\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 880, in full_dispatch_request\n",
      "    rv = self.dispatch_request()\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 865, in dispatch_request\n",
      "    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)  # type: ignore[no-any-return]\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\dash.py\", line 1376, in dispatch\n",
      "    ctx.run(\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 507, in add_context\n",
      "    raise err\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 496, in add_context\n",
      "    output_value = _invoke_callback(func, *func_args, **func_kwargs)\n",
      "                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 43, in _invoke_callback\n",
      "    return func(*args, **kwargs)  # %% callback invoked %%\n",
      "           ^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\views.py\", line 1377, in group_values\n",
      "    group_vals = build_group_val_options(group_vals, group_cols)\n",
      "                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\layout\\layout.py\", line 1341, in build_group_val_options\n",
      "    group_vals = find_group_vals(df, group_cols)\n",
      "                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\charts\\utils.py\", line 1064, in find_group_vals\n",
      "    group_vals, _ = retrieve_chart_data(df, group_cols)\n",
      "                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\charts\\utils.py\", line 368, in retrieve_chart_data\n",
      "    all_data = pd.concat(all_data, axis=1)\n",
      "               ^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\reshape\\concat.py\", line 407, in concat\n",
      "    objs, keys, ndims = _clean_keys_and_objs(objs, keys)\n",
      "                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\reshape\\concat.py\", line 808, in _clean_keys_and_objs\n",
      "    raise ValueError(\"No objects to concatenate\")\n",
      "ValueError: No objects to concatenate\n",
      "2026-02-22 10:04:23,850 - ERROR    - Exception on /dtale/charts/_dash-update-component [POST]\n",
      "Traceback (most recent call last):\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 1473, in wsgi_app\n",
      "    response = self.full_dispatch_request()\n",
      "               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 882, in full_dispatch_request\n",
      "    rv = self.handle_user_exception(e)\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 880, in full_dispatch_request\n",
      "    rv = self.dispatch_request()\n",
      "         ^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\flask\\app.py\", line 865, in dispatch_request\n",
      "    return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)  # type: ignore[no-any-return]\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\dash.py\", line 1376, in dispatch\n",
      "    ctx.run(\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 507, in add_context\n",
      "    raise err\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 496, in add_context\n",
      "    output_value = _invoke_callback(func, *func_args, **func_kwargs)\n",
      "                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dash\\_callback.py\", line 43, in _invoke_callback\n",
      "    return func(*args, **kwargs)  # %% callback invoked %%\n",
      "           ^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\saved_charts.py\", line 215, in load_saved_chart\n",
      "    return dict(display=\"block\"), charts, config, build_saved_header(config)\n",
      "                                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\dash_application\\saved_charts.py\", line 106, in build_saved_header\n",
      "    if chart_type == \"scatter\" and config[\"trendline\"]:\n",
      "                                   ~~~~~~^^^^^^^^^^^^^\n",
      "KeyError: 'trendline'\n",
      "2026-02-22 10:23:45,299 - ERROR    - Exception occurred while processing request: 'SeriesGroupBy' object has no attribute 'mad'\n",
      "Traceback (most recent call last):\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\views.py\", line 121, in _handle_exceptions\n",
      "    return func(*args, **kwargs)\n",
      "           ^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\views.py\", line 3192, in get_column_analysis\n",
      "    return jsonify(**analysis.build())\n",
      "                     ^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\column_analysis.py\", line 140, in build\n",
      "    return_data, code = self.analysis.build(self)\n",
      "                        ^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\dtale\\column_analysis.py\", line 327, in build\n",
      "    ].agg(self.aggs)\n",
      "      ^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\groupby\\generic.py\", line 2291, in aggregate\n",
      "    result = op.agg()\n",
      "             ^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\apply.py\", line 297, in agg\n",
      "    return self.agg_list_like()\n",
      "           ^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\apply.py\", line 414, in agg_list_like\n",
      "    return self.agg_or_apply_list_like(op_name=\"agg\")\n",
      "           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\apply.py\", line 1640, in agg_or_apply_list_like\n",
      "    keys, results = self.compute_list_like(op_name, selected_obj, kwargs)\n",
      "                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\apply.py\", line 473, in compute_list_like\n",
      "    new_res = getattr(colg, op_name)(func, *args, **kwargs)\n",
      "              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\groupby\\generic.py\", line 464, in aggregate\n",
      "    ret = self._aggregate_multiple_funcs(func, *args, **kwargs)\n",
      "          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\groupby\\generic.py\", line 522, in _aggregate_multiple_funcs\n",
      "    results[key] = self.aggregate(func, *args, **kwargs)\n",
      "                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\groupby\\generic.py\", line 456, in aggregate\n",
      "    return getattr(self, func)(*args, **kwargs)\n",
      "           ^^^^^^^^^^^^^^^^^^^\n",
      "  File \"d:\\Projects\\43679_InteractiveVis\\VI_Lab_01_EDA\\.venv\\Lib\\site-packages\\pandas\\core\\groupby\\groupby.py\", line 1115, in __getattr__\n",
      "    raise AttributeError(\n",
      "AttributeError: 'SeriesGroupBy' object has no attribute 'mad'\n"
     ]
    }
   ],
   "source": [
    "\n",
    "d = dtale.show(df, host='localhost')\n",
    "d.open_browser()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7c6e0b13",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "6c82bcfd",
   "metadata": {},
   "source": [
    "\n",
    "Use D‑Tale to:\n",
    "\n",
    "- Sort values\n",
    "- Filter rows\n",
    "- Inspect unique values\n",
    "- Look at correlations\n",
    "\n",
    "---\n",
    "\n",
    "## 7️⃣ Reflection Questions\n",
    "\n",
    "1. Why is it dangerous to rely only on summary statistics?\n",
    "2. What new information did visualization reveal?\n",
    "3. What would you check before doing any modeling?\n",
    "4. What kinds of problems might real datasets contain?\n",
    "\n",
    "---\n",
    "\n",
    "Next classes: you will receive *messy datasets* that require cleaning and preparation.\n"
   ]
  }
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