Code/pandas profiling.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as  pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#import dataset\n",
    "data = pd.read_csv('loan_train.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#import pandas profiling \n",
    "import pandas_profiling\n",
    "\n",
    "report = pandas_profiling.ProfileReport(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
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       "\n",
       "<div class=\"container pandas-profiling\">\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Overview</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-6 namecol\">\n",
       "        <p class=\"h4\">Dataset info</p>\n",
       "        <table class=\"stats\" style=\"margin-left: 1em;\">\n",
       "            <tbody>\n",
       "            <tr>\n",
       "                <th>Number of variables</th>\n",
       "                <td>13 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Number of observations</th>\n",
       "                <td>614 </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Total Missing (%)</th>\n",
       "                <td>1.9% </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Total size in memory</th>\n",
       "                <td>62.4 KiB </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <th>Average record size in memory</th>\n",
       "                <td>104.1 B </td>\n",
       "            </tr>\n",
       "            </tbody>\n",
       "        </table>\n",
       "    </div>\n",
       "    <div class=\"col-md-6 namecol\">\n",
       "        <p class=\"h4\">Variables types</p>\n",
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       "            <tbody>\n",
       "            <tr>\n",
       "                <th>Numeric</th>\n",
       "                <td>5 </td>\n",
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       "            <tr>\n",
       "                <th>Categorical</th>\n",
       "                <td>7 </td>\n",
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       "                <th>Boolean</th>\n",
       "                <td>0 </td>\n",
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       "            <tr>\n",
       "                <th>Date</th>\n",
       "                <td>0 </td>\n",
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       "            <tr>\n",
       "                <th>Text (Unique)</th>\n",
       "                <td>1 </td>\n",
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       "            <tr>\n",
       "                <th>Rejected</th>\n",
       "                <td>0 </td>\n",
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       "                <th>Unsupported</th>\n",
       "                <td>0 </td>\n",
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       "    </div>\n",
       "    <div class=\"col-md-12\" style=\"padding-left: 1em;\">\n",
       "        \n",
       "        <p class=\"h4\">Warnings</p>\n",
       "        <ul class=\"list-unstyled\"><li><a href=\"#pp_var_CoapplicantIncome\"><code>CoapplicantIncome</code></a> has 273 / 44.5% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_Credit_History\"><code>Credit_History</code></a> has 89 / 14.5% zeros <span class=\"label label-info\">Zeros</span></li><li><a href=\"#pp_var_Credit_History\"><code>Credit_History</code></a> has 50 / 8.1% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Dependents\"><code>Dependents</code></a> has 15 / 2.4% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Gender\"><code>Gender</code></a> has 13 / 2.1% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_LoanAmount\"><code>LoanAmount</code></a> has 22 / 3.6% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Loan_Amount_Term\"><code>Loan_Amount_Term</code></a> has 14 / 2.3% missing values <span class=\"label label-default\">Missing</span></li><li><a href=\"#pp_var_Self_Employed\"><code>Self_Employed</code></a> has 32 / 5.2% missing values <span class=\"label label-default\">Missing</span></li> </ul>\n",
       "    </div>\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Variables</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_ApplicantIncome\">ApplicantIncome<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
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       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>505</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>82.2%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
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       "\n",
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       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>5403.5</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>150</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>81000</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
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       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram-4224694301111692700\">\n",
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       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-4224694301111692700,#minihistogram-4224694301111692700\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives-4224694301111692700\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-4224694301111692700\"\n",
       "                                                  aria-controls=\"quantiles-4224694301111692700\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram-4224694301111692700\" aria-controls=\"histogram-4224694301111692700\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common-4224694301111692700\" aria-controls=\"common-4224694301111692700\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme-4224694301111692700\" aria-controls=\"extreme-4224694301111692700\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-4224694301111692700\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>150</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>1897.6</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>2877.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>3812.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>5795</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>14583</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>81000</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>80850</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>2917.5</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>6109</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>1.1306</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>60.541</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>5403.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>3034.9</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>6.5395</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>3317724</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>37320000</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>4.9 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-4224694301111692700\">\n",
       "            <img 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Lz87V9%2B3ZVVFQoISFBkrRw4UKNHz9e8%2BbNU3R09M%2BqDwAANE8Be4jwqaee0uzZsxscsvupTp06pby8PB07dkypqakqKSlRfX290tLSvH0SEhKUlJSkoqIiSVJxcbGSkpK84UqS0tPT5fF4VFJScs7X8ng8qq2t9VkAAMClI2BnsDIyMnTkyBFdeeWVio6OVlhYmM/66urqC9pOWVmZUlNTdeLECV122WVavny5unXrptLSUoWHhzf4OZ64uDhVVVVJkqqqqhQXF%2BezvnXr1goPD/f2aUxOTo4ee%2ByxC6oPAAA0PwEbsObPn29lO126dFFpaakOHz6spUuXKjMzU4WFhefsb4zxOTTZ2GHKs/ucbfbs2Zo%2Bfbr3cW1trTp27PgTRwAAAIJNwAase%2B65x8p2wsPDvSe5p6Sk6NNPP9UzzzyjO%2B%2B8U3V1daqpqfGZxaqurla/fv0kSfHx8dq4caPP9mpqalRfX99gZuv7nE6nnE6nlfoBAEDwCdhzsCTpyy%2B/1Ny5c5WRkeE9JJifn68dO3b85G0aY%2BTxeJScnKywsDAVFBR411VWVqq8vNwbsFJTU1VeXq7Kykpvn/z8fDmdTiUnJ//kGgAAQPMWsAFr3bp16t69uwoLC/XOO%2B/o6NGjkqQtW7bod7/73QVt45FHHtG6dev05ZdfqqysTHPmzNEnn3yisWPHyuVy6Z577tGMGTP00UcfaevWrRo3bpx69OjhvaowLS1N3bp1U0ZGhrZu3aqPPvpIM2fO1IQJE7iCEAAAnFPABqyHHnpIc%2BfO1ccff%2Bxz5/Zbb71VGzZsuKBtHDhwQBkZGerSpYsGDRqkjRs3atWqVbrtttskfXel4u2336477rhD/fv3V6tWrfT%2B%2B%2B8rJCREkhQSEqKVK1eqZcuW6t%2B/v%2B644w7dfvvtWrBggf0BAwCAZsNhjDH%2BLqIxl112mcrKypSYmKioqCh99tlnuvrqq/Xll1%2Bqa9euOnHihL9LvGC1tbVyuVxyu93WZ75S5qyyur2mtHneEH%2BXAAC4hDTl39/zCdgZrMsvv7zRWyGUlpbqiiuu8ENFAAAAFyZgA9bo0aP18MMP6%2BDBg95bImzcuFEzZ87UuHHj/FwdAADAuQVswMrOzlZ8fLzat2%2Bvo0ePqlu3burXr59uuOEG/eu//qu/ywMAADingL0PVnh4uN5%2B%2B2198cUX2rJli06fPq3rr79eXbt29XdpAAAAPyhgA9YZ1157ra699lp/lwEAAHDBAjZg3XfffT%2B4/oUXXrhIlQAAAPw4ARuwvn/3dEmqr6/Xtm3bdOTIEd18881%2BqgoAAOD8AjZgvf/%2B%2Bw3aTp48qd/85je67rrr/FARAADAhQnYqwgbExoaqpkzZ%2BqJJ57wdykAAADnFFQBS5J2796t%2Bvp6f5cBAABwTgF7iHDWrFk%2Bj40xqqys1IoVKzR27Fg/VQUAAHB%2BARuwiouLfR63aNFC7dq10/z58zVhwgQ/VQUAAHB%2BARuw1q1b5%2B8SAAAAfpKgOwcLAAAg0AXsDNYNN9zg/ZHn89m0aVMTVwMAAHDhAjZg3XLLLXr%2B%2Bed17bXXKjU1VZK0YcMG7dy5U/fff7%2BcTqefKwQAAGhcwAasw4cPa9KkScrOzvZpnzNnjg4cOKA///nPfqoMAADghwXsOVjvvPOOfv3rXzdoHz9%2BvN59910/VAQAAHBhAjZgOZ1OFRUVNWgvKiri8CAAAAhoAXuIcOrUqZo4caK2bt2qvn37SvruHKzc3Fw98sgjfq4OAADg3AI2YM2ZM0eJiYl65pln9NJLL0mSrrvuOuXm5mrMmDF%2Brg4AAODcAjZgSdKYMWMIUwAAIOgE7DlYklRbW6tXXnlFv/vd71RTUyNJ%2Buyzz1RZWennygAAAM4tYGewysvLNXjwYLVq1UoVFRUaP368WrdurXfeeUf79u3Tq6%2B%2B6u8SAQAAGhWwM1gPPvigxowZo//93/9Vy5Ytve3Dhg3T2rVr/VgZAADADwvYGaxPP/1UixcvbvBzOVdccQWHCAEAQEAL2Bms8PBwHT16tEH7rl27FBMT44eKAAAALkzABqyRI0fq3/7t33Ty5ElJksPh0Ndff62HH35Yo0aN8nN1AAAA5xawAWvhwoXav3%2B/4uPjdfz4cd166626%2Buqr1bJlywa/TwgAABBIAvYcLJfLpaKiIhUUFGjLli06ffq0rr/%2BeqWnpzc4LwsAACCQBGTAqq%2Bv1y9/%2BUs999xzSktLU1pamr9LAgAAuGABeYgwLCxMW7duZaYKAAAEpYAMWJI0btw4vfzyy/4uAwAA4EcLyEOEZyxatEhr1qxRSkqKIiMjfdY9/vjjfqoKAADghwVswCopKVHPnj0lSZ9//rnPOg4dAgCAQBZwAWv37t1KTEzUunXr/F0KAADATxJw52B17txZBw8e9D6%2B8847deDAAT9WBAAA8OMEXMAyxvg8/uCDD3Ts2DE/VQMAAPDjBVzAAgAACHYBF7AcDkeDk9g5qR0AAASTgDvJ3Rij8ePHy%2Bl0SpJOnDihiRMnNrhNw7Jly/xRHgAAwHkFXMDKzMz0eTxu3Dg/VQIAAPDTBFzA4u7tAAAg2AXcOVgAAADBjoAFAABgGQELAADAsmYdsHJycnTDDTcoKipKsbGxuv3227Vz506fPh6PR1OmTFFMTIwiIyM1cuRI7du3z6fP3r17NWLECEVGRiomJkZTp05VXV3dxRwKAAAIIs06YBUWFmrSpEnasGGDCgoKdPLkSaWlpfncGT4rK0vLly9XXl6e1q9fr6NHj2r48OE6deqUJOnUqVMaNmyYjh07pvXr1ysvL09Lly7VjBkz/DUsAAAQ4Bzm7N%2BmacYOHjyo2NhYFRYW6uabb5bb7Va7du30%2Buuv684775Qk7d%2B/Xx07dtQHH3yg9PR0ffjhhxo%2BfLgqKiqUkJAgScrLy9P48eNVXV2t6Ojo875ubW2tXC6X3G73BfX/MVLmrLK6vaa0ed4Qf5cAALiENOXf3/Np1jNYZ3O73ZKkNm3aSJJKSkpUX1%2BvtLQ0b5%2BEhAQlJSWpqKhIklRcXKykpCRvuJKk9PR0eTwelZSUXMTqAQBAsAi4%2B2A1FWOMpk%2BfrhtvvFFJSUmSpKqqKoWHh6t169Y%2BfePi4lRVVeXtExcX57O%2BdevWCg8P9/Y5m8fjkcfj8T6ura21ORQAABDgLpkZrMmTJ%2Bvzzz/XW2%2B9dd6%2Bxhif3z9s7LcQz%2B7zfTk5OXK5XN6lY8eOP71wAAAQdC6JgDVlyhStWLFCH3/8sTp06OBtj4%2BPV11dnWpqanz6V1dXe2et4uPjG8xU1dTUqL6%2BvsHM1hmzZ8%2BW2%2B32LhUVFZZHBAAAAlmzDljGGE2ePFnLli3TX/7yFyUmJvqsT05OVlhYmAoKCrxtlZWVKi8vV79%2B/SRJqampKi8vV2VlpbdPfn6%2BnE6nkpOTG31dp9Op6OhonwUAAFw6mvU5WJMmTdKbb76p//zP/1RUVJR3JsrlcikiIkIul0v33HOPZsyYobZt26pNmzaaOXOmevToocGDB0uS0tLS1K1bN2VkZOiJJ57Qt99%2Bq5kzZ2rChAkEJwAA0KhmHbAWL14sSRo4cKBP%2B8svv6zx48dLkp566imFhobqjjvu0PHjxzVo0CC98sorCgkJkSSFhIRo5cqVeuCBB9S/f39FRERozJgxWrBgwcUcCgAACCKX1H2w/IX7YH2H%2B2ABAC4m7oMFAADQjBCwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAsmYdsNauXasRI0YoISFBDodD7733ns96Y4zmzp2rhIQERUREaODAgdq2bZtPn5qaGmVkZMjlcsnlcikjI0OHDx%2B%2BmMMAAABBplkHrGPHjqlXr15atGhRo%2Bsff/xxPfnkk1q0aJE%2B/fRTxcfH67bbbtORI0e8fcaMGaPS0lKtWrVKq1atUmlpqTIyMi7WEAAAQBAK9XcBTWno0KEaOnRoo%2BuMMXr66ac1Z84cjRo1SpL06quvKi4uTm%2B%2B%2Babuv/9%2B7dixQ6tWrdKGDRvUp08fSVJubq5SU1O1c%2BdOdenS5aKNBQAABI9mPYP1Q/bs2aOqqiqlpaV525xOpwYMGKCioiJJUnFxsVwulzdcSVLfvn3lcrm8fQAAAM7WrGewfkhVVZUkKS4uzqc9Li5OX331lbdPbGxsg%2BfGxsZ6n98Yj8cjj8fjfVxbW2ujZAAAECQu2RmsMxwOh89jY4xP29nrG%2BtztpycHO9J8S6XSx07drRXMAAACHiXbMCKj4%2BXpAYzUdXV1d5Zrfj4eB04cKDBcw8ePNhg5uv7Zs%2BeLbfb7V0qKiosVg4AAALdJRuwEhMTFR8fr4KCAm9bXV2dCgsL1a9fP0lSamqq3G63Nm3a5O2zceNGud1ub5/GOJ1ORUdH%2BywAAODS0azPwTp69Kj%2B%2Bte/eh/v2bNHpaWlatOmjTp16qSsrCxlZ2erc%2BfO6ty5s7Kzs9WqVSuNGTNGknTddddpyJAhmjBhgp5//nlJ0n333afhw4dzBSEAADinZh2wNm/erFtuucX7ePr06ZKkzMxMvfLKK5o1a5aOHz%2BuBx54QDU1NerTp4/y8/MVFRXlfc4bb7yhqVOneq82HDly5DnvqwUAACBJDmOM8XcRzV1tba1cLpfcbrf1w4Upc1ZZ3V5T2jxviL9LAABcQpry7%2B/5XLLnYAEAADQVAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwLJQfxeAS0fKnFX%2BLuFH2TxviL9LAAAEKWawAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAloX6uwAgUKXMWeXvEn6UzfOG%2BLsEAMD/YQYLAADAMgIWAACAZQQsAAAAywhYAAAAlhGwLtBzzz2nxMREtWzZUsnJyVq3bp2/SwIAAAGKgHUB3n77bWVlZWnOnDnaunWrbrrpJg0dOlR79%2B71d2kAACAAcZuGC/Dkk0/qnnvu0b333itJevrpp7V69WotXrxYOTk5fq4OCD7cAgNAc0fAOo%2B6ujqVlJTo4Ycf9mlPS0tTUVFRo8/xeDzyeDzex263W5JUW1trvb5TnmPWt4ng1BSfr6YSbJ/bYHpvJWnA7wv8XUKzVfi72/xdwo8STJ%2BFpnhvz3x3jTHWt30%2BBKzzOHTokE6dOqW4uDif9ri4OFVVVTX6nJycHD322GMN2jt27NgkNQKS5Fro7wqaL95bnMFnoek05Xt75MgRuVyupnuBRhCwLpDD4fB5bIxp0HbG7NmzNX36dO/j06dP69tvv1Xbtm3P%2BZwfq7a2Vh07dlRFRYWio6OtbDMQMK7gwriCC%2BMKLozr5zPG6MiRI0pISGjS12kMAes8YmJiFBIS0mC2qrq6usGs1hlOp1NOp9On7fLLL2%2BS%2BqKjo5vVF%2B8MxhVcGFdwYVzBhXH9PBd75uoMriI8j/DwcCUnJ6ugwPc4dkFBgfr16%2BenqgAAQCBjBusCTJ8%2BXRkZGUpJSVFqaqpeeOEF7d27VxMnTvR3aQAAIACFzJ07d66/iwh0SUlJatu2rbKzs7VgwQIdP35cr7/%2Bunr16uXXukJCQjRw4ECFhjavnMy4ggvjCi6MK7gwruDlMP64dhEAAKAZ4xwsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAClLPPfecEhMT1bJlSyUnJ2vdunV%2Bq2Xt2rXDJTqUAAAMgUlEQVQaMWKEEhIS5HA49N577/msN8Zo7ty5SkhIUEREhAYOHKht27b59KmpqVFGRoZcLpdcLpcyMjJ0%2BPBhnz5lZWUaMGCAIiIidMUVV%2Bj3v/99g9%2BXWrp0qbp16yan06lu3bpp%2BfLlP2lMOTk5uuGGGxQVFaXY2Fjdfvvt2rlzp08fj8ejKVOmKCYmRpGRkRo5cqT27dvn02fv3r0aMWKEIiMjFRMTo6lTp6qurs6nT2FhoZKTk9WyZUtdffXV%2BtOf/tSgHlv7e/HixerZs6f3Bn%2Bpqan68MMPg3pMjcnJyZHD4VBWVlZQj23u3LlyOBw%2BS3x8vHd9MH63zvj66681btw4tW3bVq1atdLf/d3fqaSkJKjHdtVVVzXYXw6HQ5MmTZIUnJ9BSTp58qT%2B5V/%2BRYmJiYqIiNDVV1%2Bt3//%2B9zp9%2BrS3TzDuryZnEHTy8vJMWFiYyc3NNdu3bzfTpk0zkZGR5quvvvJLPR988IGZM2eOWbp0qZFkli9f7rN%2B/vz5JioqyixdutSUlZWZO%2B%2B807Rv397U1tZ6%2BwwZMsQkJSWZoqIiU1RUZJKSkszw4cO9691ut4mLizOjR482ZWVlZunSpSYqKsosWLDA26eoqMiEhISY7Oxss2PHDpOdnW1CQ0PNhg0bfvSY0tPTzcsvv2zKy8tNaWmpGTZsmOnUqZM5evSot8/EiRPNFVdcYQoKCsyWLVvMLbfcYnr16mVOnjxpjDHm5MmTJikpydxyyy1my5YtpqCgwCQkJJjJkyd7t7F7927TqlUrM23aNLN9%2B3aTm5trwsLCzH/8x394%2B9jc3ytWrDArV640O3fuNDt37jSPPPKICQsLM%2BXl5UE7prNt2rTJXHXVVaZnz55m2rRp3vZgHNujjz5qunfvbiorK71LdXW1d30wfreMMebbb781V155pRk/frzZuHGj2bNnj1mzZo3561//GtRjq66u9tlXBQUFRpL5%2BOOPjTHB%2BRk0xpg//OEPpm3btua//uu/zJ49e8y7775rLrvsMvP00097%2BwTj/mpqBKwg9Pd///dm4sSJPm1du3Y1Dz/8sJ8q%2Bv/ODlinT5828fHxZv78%2Bd62EydOGJfLZf70pz8ZY4zZvn27keTzBSkuLjaSzP/8z/8YY4x57rnnjMvlMidOnPD2ycnJMQkJCeb06dPGGGPuuOMOM2TIEJ960tPTzejRo3/2uKqrq40kU1hYaIwx5vDhwyYsLMzk5eV5%2B3z99demRYsWZtWqVcaY74JnixYtzNdff%2B3t89Zbbxmn02ncbrcxxphZs2aZrl27%2BrzW/fffb/r27et93NT7u3Xr1ubPf/5zsxjTkSNHTOfOnU1BQYEZMGCAN2AF69geffRR06tXr0bXBfN366GHHjI33njjOdcH89i%2Bb9q0aeaaa64xp0%2BfDtrPoDHGDBs2zNx9990%2BbaNGjTLjxo0zxjSf/WUbhwiDTF1dnUpKSpSWlubTnpaWpqKiIj9VdW579uxRVVWVT71Op1MDBgzw1ltcXCyXy6U%2Bffp4%2B/Tt21cul8unz4ABA3x%2B4zE9PV379%2B/Xl19%2B6e1z9vuSnp5u5X1xu92SpDZt2kiSSkpKVF9f7/N6CQkJSkpK8qk5KSnJ50dG09PT5fF4vIdCzlXz5s2bVV9f36T7%2B9SpU8rLy9OxY8eUmpraLMY0adIkDRs2TIMHD/ZpD%2Bax7dq1SwkJCUpMTNTo0aO1e/duScH93VqxYoVSUlL0z//8z4qNjVXv3r2Vm5vrXR/MYzujrq5OS5Ys0d133y2HwxHUn8Ebb7xRH330kb744gtJ0meffab169frl7/8paTmsb%2BaAgEryBw6dEinTp1q8EPTcXFxDX6QOhCcqemH6q2qqlJsbGyD58bGxvr0aWwb33%2BNc/X5ue%2BLMUbTp0/XjTfeqKSkJO9rhYeHq3Xr1j84rrPrad26tcLDw89b88mTJ3Xo0KEm2d9lZWW67LLL5HQ6NXHiRC1fvlzdunUL6jFJUl5enkpKSpSTk9NgXbCOrU%2BfPnrttde0evVq5ebmqqqqSv369dM333wT1N%2Bt3bt3a/HixercubNWr16tiRMnaurUqXrttdd8XjcYx3bGe%2B%2B9p8OHD2v8%2BPHe1wnGz6AkPfTQQ7rrrrvUtWtXhYWFqXfv3srKytJdd93lrenMa/zQ2AJ5fzWF5nuP%2BmbO4XD4PDbGNGgLJOert7Haz9fH/N%2BJj%2Bfr83Pfl8mTJ%2Bvzzz/X%2BvXrz9vX9rgaG2Nj2/gxunTpotLSUh0%2BfFhLly5VZmamCgsLz9k/GMZUUVGhadOmKT8/Xy1btrzg5wX62IYOHer9d48ePZSamqprrrlGr776qvr27XtBrxWI363Tp08rJSVF2dnZkqTevXtr27ZtWrx4sX71q19d8GsG4tjOePHFFzV06FCf2ajGBPpnUJLefvttLVmyRG%2B%2B%2Baa6d%2B%2Bu0tJSZWVlKSEhQZmZmT9YV7Dsr6bADFaQiYmJUUhISIO0Xl1d3SDVB4IzVzz9UL3x8fE6cOBAg%2BcePHjQp09j25B03j4/532ZMmWKVqxYoY8//lgdOnTwGVddXZ1qamp%2BcFxn11NTU6P6%2Bvrz1hwaGqq2bds2yf4ODw/XL37xC6WkpCgnJ0e9evXSM888E9RjKikpUXV1tZKTkxUaGqrQ0FAVFhbq2WefVWhoqOLi4oJ2bN8XGRmpHj16aNeuXUH93Wrfvr26devm03bddddp79693tcL1rFJ0ldffaU1a9bo3nvv9bYF8/frt7/9rR5%2B%2BGGNHj1aPXr0UEZGhh588EHvbHGw76%2BmQsAKMuHh4UpOTlZBQYFPe0FBgfr16%2Benqs4tMTFR8fHxPvXW1dWpsLDQW29qaqrcbrc2bdrk7bNx40a53W6fPmvXrvW5XDk/P18JCQm66qqrvH3Ofl/y8/N/0vtijNHkyZO1bNky/eUvf1FiYqLP%2BuTkZIWFhfm8XmVlpcrLy31qLi8vV2VlpU89TqdTycnJP1hzSkqKwsLCLsr%2BNsbI4/EE9ZgGDRqksrIylZaWepeUlBSNHTvW%2B%2B9gHdv3eTwe7dixQ%2B3btw/a75Yk9e/fv8FtT7744gtdeeWVkoL3/40zXn75ZcXGxmrYsGHetmD%2Bfv3tb39Tixa%2BcSEkJMR7m4Zg319NpunOn0dTOXMJ7osvvmi2b99usrKyTGRkpPnyyy/9Us%2BRI0fM1q1bzdatW40k8%2BSTT5qtW7d6LwmeP3%2B%2BcblcZtmyZaasrMzcddddjV6%2B27NnT1NcXGyKi4tNjx49fC7fPXz4sImLizN33XWXKSsrM8uWLTPR0dE%2Bl%2B/%2B93//twkJCTHz5883O3bsMPPnz//Jl%2B/%2B5je/MS6Xy3zyySc%2Bl13/7W9/8/aZOHGi6dChg1mzZo3ZsmWLufXWWxu95HrQoEFmy5YtZs2aNaZDhw6NXnL94IMPmu3bt5sXX3zxnJdc29jfs2fPNmvXrjV79uwxn3/%2BuXnkkUdMixYtTH5%2BftCO6Vy%2BfxVhsI5txowZ5pNPPjG7d%2B82GzZsMMOHDzdRUVHebQXjd8uY726lERoaaubNm2d27dpl3njjDdOqVSuzZMkSb59gHdupU6dMp06dzEMPPdRgXTB%2BBo0xJjMz01xxxRXe2zQsW7bMxMTEmFmzZnn7BOv%2BakoErCD1xz/%2B0Vx55ZUmPDzcXH/99d7bB/jDxx9/bCQ1WDIzM40x313C%2B%2Bijj5r4%2BHjjdDrNzTffbMrKyny28c0335ixY8eaqKgoExUVZcaOHWtqamp8%2Bnz%2B%2BefmpptuMk6n08THx5u5c%2Bd6L90949133zVdunQxYWFhpmvXrmbp0qU/aUyNjUeSefnll719jh8/biZPnmzatGljIiIizPDhw83evXt9tvPVV1%2BZYcOGmYiICNOmTRszefJkn0uQjTHmk08%2BMb179zbh4eHmqquuMosXL25Qj639fffdd3u3065dOzNo0CBvuArWMZ3L2QErGMd25l5CYWFhJiEhwYwaNcps27bNuz4Yv1tnvP/%2B%2ByYpKck4nU7TtWtX88ILL/isD9axrV692kgyO3fubLAuGD%2BDxhhTW1trpk2bZjp16mRatmxprr76ajNnzhzj8Xi8fYJ1fzUlhzFn3SIVAAAAPwvnYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsOz/ASxlE4DZZ/kjAAAAAElFTkSuQmCC\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-4224694301111692700\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">2500</td>\n",
       "        <td class=\"number\">9</td>\n",
       "        <td class=\"number\">1.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4583</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">1.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2600</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">1.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">6000</td>\n",
       "        <td class=\"number\">6</td>\n",
       "        <td class=\"number\">1.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">5000</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">4166</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3333</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3750</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2400</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">8333</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (495)</td>\n",
       "        <td class=\"number\">559</td>\n",
       "        <td class=\"number\">91.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-4224694301111692700\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">150</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">210</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">416</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">645</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">674</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">39147</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">39999</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">51763</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">63337</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">81000</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_CoapplicantIncome\">CoapplicantIncome<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>287</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>46.7%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>1621.2</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>41667</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>44.5%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram3256962567918081700\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAbBJREFUeJzt17Ft21AUhtFLwy2pXhC38BDeybXL7OMhvIUEDUAiRYropUiUxsEPOHAereCclpDuFfg%2BiBxaa606O51ONc9z77HcuOPxWIfDoevM%2B67TfhnHsap%2B/uBpmrZYgRuyLEvN8/z73PS0SSDDMFRV1TRNbwJ5eHp59/e9Pj9%2ByF58btdz09Nd94lwQwQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCwf3WC3yEh6eXd3/m9fnxH2zC/8Y/CAQCgWCTR6zWWlVVLcvy5tr3b1%2B77PCn2XxO13t1PTc9bRLIuq5VVTXP8xbjq6pq92Wz0fyldV1rt9t1nTm0DbK8XC51Pp9rHMcahqH3eG5Ma63Wda39fl93d33fCjYJBG6Fl3QIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEgh9f/UNzEL7wZAAAAABJRU5ErkJggg%3D%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives3256962567918081700,#minihistogram3256962567918081700\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives3256962567918081700\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles3256962567918081700\"\n",
       "                                                  aria-controls=\"quantiles3256962567918081700\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram3256962567918081700\" aria-controls=\"histogram3256962567918081700\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common3256962567918081700\" aria-controls=\"common3256962567918081700\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme3256962567918081700\" aria-controls=\"extreme3256962567918081700\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles3256962567918081700\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>1188.5</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>2297.2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>4997.4</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>41667</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>41667</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>2297.2</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>2926.2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>1.8049</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>84.956</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>1621.2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>1561.4</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>7.4915</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>995440</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>8562900</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>4.9 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram3256962567918081700\">\n",
       "            <img 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EAAFxZ0Aasv//7v9fSpUv12Wef%2BT25fcSIEdq%2BfXurjrFmzRoNGDBA0dHRio6OVmpqqj755BPfdq/Xqzlz5ig2NlaRkZGaMGFCs28tHj16VOPHj1dkZKRiY2M1d%2B5cNTQ02DlJAADQIQVtwNq3b5/%2B%2Bq//ull7XFycTp482apj9OrVS8uXL9fu3bu1e/dujRgxQn/xF3%2Bh/fv3S5KysrK0YcMG5ebmatu2bTpz5ozGjRunpqYmSVJTU5PGjh2rs2fPatu2bcrNzVVeXp4WLFhg70QBAECHE7Q3ud90002qrq5WUlKSX3tZWZluvvnmVh1j/PjxfuvLli3TmjVrtH37dvXq1Uuvv/663n77bY0aNUqS9M477ygxMVGbN29Wenq6CgoKdODAAVVWViohIUGStGrVKk2dOlXLli1TdHS0hTMFAAAdTdDOYD366KN6%2BumndfLkSd8T3Xfs2KGFCxfq8ccfv%2BbjNTU1KTc3V2fPnlVqaqpKS0vV2NiotLQ0X5%2BEhAQlJyeruLhYklRSUqLk5GRfuJKk9PR0eb1elZaWXvG1vF6v6urq/BYAANB5BG3Ays7OltvtVs%2BePXXmzBn169dPQ4cO1T333KN/%2BId/aPVxysvLdeONN8rpdGrGjBnasGGD%2BvXrp%2BrqaoWHhysmJsavf3x8vKqrqyVJ1dXVio%2BP99seExOj8PBwX5%2BW5OTkyOVy%2BZbExMRrOHMAANDeBe1HhOHh4Xr//ff1P//zP9qzZ48uXryou%2B%2B%2BW3fcccc1HadPnz4qKyvT6dOnlZeXpylTpqioqOiK/Y0xfr%2BB2NLvIV7e53KLFy/W/Pnzfet1dXWELAAAOpGgDViX3H777br99tt/9P7h4eH62c9%2BJkkaNGiQdu3apZdeekmPPPKIGhoaVFtb6zeLVVNTo6FDh0qS3G63duzY4Xe82tpaNTY2NpvZ%2Bj6n0ymn0/mjawYAAO1b0AasJ5988ge3v/baaz/quMYYeb1epaSkKCwsTIWFhZo0aZIkqaqqShUVFVqxYoUkKTU1VcuWLVNVVZV69uwp6bsHnTqdTqWkpPyo1wcAAB1f0Aasqqoqv/XGxkbt379f9fX1euCBB1p1jGeeeUZjxoxRYmKi6uvrlZubq88//1z5%2BflyuVx64okntGDBAnXv3l3dunXTwoUL1b9/f9%2B3CtPS0tSvXz9lZmbqueee07fffquFCxdq2rRpfIMQAABcUdAGrH//939v1nbhwgX98pe/VN%2B%2BfVt1jBMnTigzM1NVVVVyuVwaMGCA8vPz9dBDD0mSXnjhBYWGhmrSpEk6d%2B6cRo4cqXXr1ikkJESSFBISok2bNmnmzJm69957FRERoYyMDK1cudLeiQIAgA7HYYwxgS7iWhw6dEjDhw9vNsMVzOrq6uRyueTxeKzPfA1akm/1eG1p97LRgS4BANCJtOXf36sJ2sc0XMmXX36pxsbGQJcBAABwRUH7EeGiRYv81o0xqqqq0saNGzV58uQAVQUAAHB1QRuwSkpK/Na7dOmiHj16aPny5Zo2bVqAqgIAALi6oA1YW7duDXQJAAAAP0q7uwcLAAAg2AXtDNY999zzgz9H8307d%2B5s42oAAABaL2gD1oMPPqhXX31Vt99%2Bu1JTUyVJ27dv16FDhzR9%2BnR%2BigYAAAStoA1Yp0%2Bf1qxZs5Sdne3XvmTJEp04cUK/%2B93vAlQZAADADwvae7A%2B%2BOAD/fznP2/WPnXqVH344YcBqAgAAKB1gjZgOZ1OFRcXN2svLi7m40EAABDUgvYjwrlz52rGjBnau3evhgwZIum7e7DWrl2rZ555JsDVAQAAXFnQBqwlS5YoKSlJL730kt544w1JUt%2B%2BfbV27VplZGQEuDoAAIArC9qAJUkZGRmEKQAA0O4E7T1Y0ne/gr1u3To9%2B%2Byzqq2tlST913/9l6qqqgJcGQAAwJUF7QxWRUWFRo0apRtuuEGVlZWaOnWqYmJi9MEHH%2BjYsWN66623Al0iAABAi4J2Buupp55SRkaG/vjHP6pr166%2B9rFjx2rLli0BrAwAAOCHBe0M1q5du7RmzZpmP5dz88038xEhAAAIakE7gxUeHq4zZ840a//iiy8UGxsbgIoAAABaJ2gD1oQJE/RP//RPunDhgiTJ4XDo66%2B/1tNPP62JEycGuDoAAIArC9qAtWrVKh0/flxut1vnzp3TiBEj9JOf/ERdu3Zt9vuEAAAAwSRo78FyuVwqLi5WYWGh9uzZo4sXL%2Bruu%2B9Wenp6s/uyAAAAgklQBqzGxkb9%2BZ//uV555RWlpaUpLS0t0CUBAAC0WlB%2BRBgWFqa9e/cyUwUAANqloAxYkvT444/rzTffDHQZAAAA1ywoPyK8ZPXq1dq8ebMGDRqkyMhIv20rVqwIUFUAAAA/LGgDVmlpqQYMGCBJ2rdvn982PjoEAADBLOgC1pdffqmkpCRt3bo10KUAAAD8KEF3D1bv3r118uRJ3/ojjzyiEydOBLAiAACAaxN0AcsY47f%2B8ccf6%2BzZswGqBgAA4NoFXcACAABo74IuYDkcjmY3sXNTOwAAaE%2BC7iZ3Y4ymTp0qp9MpSTp//rxmzJjR7DEN69evD0R5AAAAVxV0AWvKlCl%2B648//niAKgEAAPhxgi5g8fR2AADQ3gXdPVgAAADtHQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYFmHDlg5OTm65557FBUVpbi4OD388MM6dOiQXx%2Bv16s5c%2BYoNjZWkZGRmjBhgo4dO%2BbX5%2BjRoxo/frwiIyMVGxuruXPnqqGh4XqeCgAAaEc6dMAqKirSrFmztH37dhUWFurChQtKS0vT2bNnfX2ysrK0YcMG5ebmatu2bTpz5ozGjRunpqYmSVJTU5PGjh2rs2fPatu2bcrNzVVeXp4WLFgQqNMCAABBzmGMMYEu4no5efKk4uLiVFRUpAceeEAej0c9evTQ22%2B/rUceeUSSdPz4cSUmJurjjz9Wenq6PvnkE40bN06VlZVKSEiQJOXm5mrq1KmqqalRdHT0VV%2B3rq5OLpdLHo%2BnVf2vxaAl%2BVaP15Z2Lxsd6BIAAJ1IW/79vZoOPYN1OY/HI0nq1q2bJKm0tFSNjY1KS0vz9UlISFBycrKKi4slSSUlJUpOTvaFK0lKT0%2BX1%2BtVaWlpi6/j9XpVV1fntwAAgM6j0wQsY4zmz5%2Bv%2B%2B67T8nJyZKk6upqhYeHKyYmxq9vfHy8qqurfX3i4%2BP9tsfExCg8PNzX53I5OTlyuVy%2BJTExsQ3OCAAABKtOE7Bmz56tffv26fe///1V%2Bxpj5HA4fOvf//eV%2Bnzf4sWL5fF4fEtlZeWPLxwAALQ7nSJgzZkzRxs3btRnn32mXr16%2BdrdbrcaGhpUW1vr17%2BmpsY3a%2BV2u5vNVNXW1qqxsbHZzNYlTqdT0dHRfgsAAOg8OnTAMsZo9uzZWr9%2Bvf7whz8oKSnJb3tKSorCwsJUWFjoa6uqqlJFRYWGDh0qSUpNTVVFRYWqqqp8fQoKCuR0OpWSknJ9TgQAALQroYEuoC3NmjVL7733nv7t3/5NUVFRvpkol8uliIgIuVwuPfHEE1qwYIG6d%2B%2Bubt26aeHCherfv79GjRolSUpLS1O/fv2UmZmp5557Tt9%2B%2B60WLlyoadOmMTMFAABa1KED1po1ayRJw4cP92t/8803NXXqVEnSCy%2B8oNDQUE2aNEnnzp3TyJEjtW7dOoWEhEiSQkJCtGnTJs2cOVP33nuvIiIilJGRoZUrV17PUwEAAO1Ip3oOVqDwHKzv8BwsAMD1xHOwAAAAOhACFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAyzp0wNqyZYvGjx%2BvhIQEORwOffTRR37bjTFaunSpEhISFBERoeHDh2v//v1%2BfWpra5WZmSmXyyWXy6XMzEydPn36ep4GAABoZzp0wDp79qwGDhyo1atXt7h9xYoVev7557V69Wrt2rVLbrdbDz30kOrr6319MjIyVFZWpvz8fOXn56usrEyZmZnX6xQAAEA7FBroAtrSmDFjNGbMmBa3GWP04osvasmSJZo4caIk6a233lJ8fLzee%2B89TZ8%2BXQcPHlR%2Bfr62b9%2BuwYMHS5LWrl2r1NRUHTp0SH369Llu5wIAANqPDj2D9UMOHz6s6upqpaWl%2BdqcTqeGDRum4uJiSVJJSYlcLpcvXEnSkCFD5HK5fH0AAAAu16FnsH5IdXW1JCk%2BPt6vPT4%2BXkeOHPH1iYuLa7ZvXFycb/%2BWeL1eeb1e33pdXZ2NkgEAQDvRaWewLnE4HH7rxhi/tsu3t9Tncjk5Ob6b4l0ulxITE%2B0VDAAAgl6nDVhut1uSms1E1dTU%2BGa13G63Tpw40WzfkydPNpv5%2Br7FixfL4/H4lsrKSouVAwCAYNdpA1ZSUpLcbrcKCwt9bQ0NDSoqKtLQoUMlSampqfJ4PNq5c6evz44dO%2BTxeHx9WuJ0OhUdHe23AACAzqND34N15swZ/e///q9v/fDhwyorK1O3bt10yy23KCsrS9nZ2erdu7d69%2B6t7Oxs3XDDDcrIyJAk9e3bV6NHj9a0adP06quvSpKefPJJjRs3jm8QAgCAK%2BrQAWv37t168MEHfevz58%2BXJE2ZMkXr1q3TokWLdO7cOc2cOVO1tbUaPHiwCgoKFBUV5dvn3Xff1dy5c33fNpwwYcIVn6sFAAAgSQ5jjAl0ER1dXV2dXC6XPB6P9Y8LBy3Jt3q8trR72ehAlwAA6ETa8u/v1XTae7AAAADaCgELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYFhroAtB5DFqSH%2BgSrsnuZaMDXQIAoJ1iBgsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsFrplVdeUVJSkrp27aqUlBRt3bo10CUBAIAgRcBqhffff19ZWVlasmSJ9u7dq/vvv19jxozR0aNHA10aAAAIQg5jjAl0EcFu8ODBuvvuu7VmzRpfW9%2B%2BffXwww8rJyfnqvvX1dXJ5XLJ4/EoOjraam2DluRbPR7ar93LRge6BAAIKm359/dqQq/rq7VDDQ0NKi0t1dNPP%2B3XnpaWpuLi4hb38Xq98nq9vnWPxyPpu4G2rcl71vox0T61xX9fbWXYrwsDXcI1KXr2oUCXgCDR3v7bbU/a4n126X8XAzGXRMC6ilOnTqmpqUnx8fF%2B7fHx8aqurm5xn5ycHP3jP/5js/bExMQ2qRGQJNeqQFfQcXFtgbbXlu%2Bz%2Bvp6uVyutnuBFhCwWsnhcPitG2OatV2yePFizZ8/37d%2B8eJFffvtt%2BrevfsV9/kx6urqlJiYqMrKyus%2B9YnWYYyCG%2BMT/Bij4BfMY2SMUX19vRISEq77axOwriI2NlYhISHNZqtqamqazWpd4nQ65XQ6/dpuuummNqsxOjo66P6jhj/GKLgxPsGPMQp%2BwTpG13vm6hK%2BRXgV4eHhSklJUWGh/%2BfuhYWFGjp0aICqAgAAwYwZrFaYP3%2B%2BMjMzNWjQIKWmpuq1117T0aNHNWPGjECXBgAAglDI0qVLlwa6iGCXnJys7t27Kzs7WytXrtS5c%2Bf09ttva%2BDAgYEuTSEhIRo%2BfLhCQ8nKwYoxCm6MT/BjjIIfY9Qcz8ECAACwjHuwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBq5165ZVXlJSUpK5duyolJUVbt24NdEkdwpYtWzR%2B/HglJCTI4XDoo48%2B8ttujNHSpUtIegr8AAAI2ElEQVSVkJCgiIgIDR8%2BXPv37/frU1tbq8zMTLlcLrlcLmVmZur06dN%2BfcrLyzVs2DBFRETo5ptv1q9//etmv5WVl5enfv36yel0ql%2B/ftqwYUPbnHQ7kpOTo3vuuUdRUVGKi4vTww8/rEOHDvn18Xq9mjNnjmJjYxUZGakJEybo2LFjfn2OHj2q8ePHKzIyUrGxsZo7d64aGhr8%2BhQVFSklJUVdu3bVT37yE/32t79tVg/vw%2BbWrFmjAQMG%2BB46mZqaqk8%2B%2BcS3nfEJPjk5OXI4HMrKyvK1MU4WGLQ7ubm5JiwszKxdu9YcOHDAzJs3z0RGRpojR44EurR27%2BOPPzZLliwxeXl5RpLZsGGD3/bly5ebqKgok5eXZ8rLy80jjzxievbsaerq6nx9Ro8ebZKTk01xcbEpLi42ycnJZty4cb7tHo/HxMfHm0cffdSUl5ebvLw8ExUVZVauXOnrU1xcbEJCQkx2drY5ePCgyc7ONqGhoWb79u1tfxGCWHp6unnzzTdNRUWFKSsrM2PHjjW33HKLOXPmjK/PjBkzzM0332wKCwvNnj17zIMPPmgGDhxoLly4YIwx5sKFCyY5Odk8%2BOCDZs%2BePaawsNAkJCSY2bNn%2B47x5ZdfmhtuuMHMmzfPHDhwwKxdu9aEhYWZf/3Xf/X14X3Yso0bN5pNmzaZQ4cOmUOHDplnnnnGhIWFmYqKCmMM4xNsdu7caW677TYzYMAAM2/ePF874/SnI2C1Q3/2Z39mZsyY4dd2xx13mKeffjpAFXVMlwesixcvGrfbbZYvX%2B5rO3/%2BvHG5XOa3v/2tMcaYAwcOGEl%2BQaikpMRIMv/93/9tjDHmlVdeMS6Xy5w/f97XJycnxyQkJJiLFy8aY4yZNGmSGT16tF896enp5tFHH7V/ou1YTU2NkWSKioqMMcacPn3ahIWFmdzcXF%2Bfr7/%2B2nTp0sXk5%2BcbY74L0V26dDFff/21r8/vf/9743Q6jcfjMcYYs2jRInPHHXf4vdb06dPNkCFDfOu8D1svJibG/O53v2N8gkx9fb3p3bu3KSwsNMOGDfMFLMbJDj4ibGcaGhpUWlqqtLQ0v/a0tDQVFxcHqKrO4fDhw6qurva79k6nU8OGDfNd%2B5KSErlcLg0ePNjXZ8iQIXK5XH59hg0b5vd7lenp6Tp%2B/Li%2B%2BuorX5/Lxzg9PZ0xvozH45EkdevWTZJUWlqqxsZGv2uXkJCg5ORkv%2BufnJzs9%2BOv6enp8nq9Ki0t9fVp6frv3r1bjY2NvA9bqampSbm5uTp79qxSU1MZnyAza9YsjR07VqNGjfJrZ5zs4JGr7cypU6fU1NTU7Iem4%2BPjm/0gNey6dH1buvZHjhzx9YmLi2u2b1xcnG//6upq3Xbbbc2OcWlbUlKSqqurGeOrMMZo/vz5uu%2B%2B%2B5ScnCzpu%2BsXHh6umJgYv77fv3YtXduYmBiFh4f/YJ/4%2BHhduHBBp06dkjGG9%2BEPKC8vV2pqqs6fP68bb7xRGzZsUL9%2B/VRWVsb4BInc3FyVlpZq9%2B7dzbbxPrKDgNVOORwOv3VjTLM2tI2rXfuWxuFqfcz/f4P71fowxv/P7NmztW/fPm3btu2qfW2PUUvj1dIxOqs%2BffqorKxMp0%2BfVl5enqZMmaKioqIr9md8rq/KykrNmzdPBQUF6tq1a6v3Y5yuDR8RtjOxsbEKCQlplu5ramqa/b8A2OV2uyXpB6%2B92%2B3WiRMnmu178uRJvz4tHUPSVfswxt%2BZM2eONm7cqM8%2B%2B0y9evXytbvdbjU0NKi2ttav/%2BVjdPm1ra2tVWNj41Wvf2hoqLp378778CrCw8P1s5/9TIMGDVJOTo4GDhyol156ifEJEqWlpaqpqVFKSopCQ0MVGhqqoqIivfzyywoNDVV8fDzjZAEBq50JDw9XSkqKCgsL/doLCws1dOjQAFXVOSQlJcntdvtd%2B4aGBhUVFfmufWpqqjwej3bu3Onrs2PHDnk8Hr8%2BW7Zs8fs6c0FBgRISEnwfHaampjYb44KCgk4/xsYYzZ49W%2BvXr9cf/vAHJSUl%2BW1PSUlRWFiY37WrqqpSRUWF3/WvqKhQVVWVr09BQYGcTqdSUlJ8fVq6/oMGDVJYWBjvw2tkjJHX62V8gsTIkSNVXl6usrIy3zJo0CBNnjzZ92/GyYLrdTc97Ln0tdbXX3/dHDhwwGRlZZnIyEjz1VdfBbq0dq%2B%2Bvt7s3bvX7N2710gyzz//vNm7d6/vK8PLly83LpfLrF%2B/3pSXl5vHHnusxcc0DBgwwJSUlJiSkhLTv39/v8c0nD592sTHx5vHHnvMlJeXm/Xr15vo6Gi/xzT853/%2BpwkJCTHLly83Bw8eNMuXL%2BcxDcaYX/7yl8blcpnPP//cVFVV%2BZb/%2B7//8/WZMWOG6dWrl9m8ebPZs2ePGTFiRItfLx85cqTZs2eP2bx5s%2BnVq1eLXy9/6qmnzIEDB8zrr79%2Bxa%2BX8z70t3jxYrNlyxZz%2BPBhs2/fPvPMM8%2BYLl26mIKCAmMM4xOsvv8tQmMYJxsIWO3Ub37zG3Prrbea8PBwc/fdd/u%2Bpo4/zWeffWYkNVumTJlijPnuUQ2/%2BtWvjNvtNk6n0zzwwAOmvLzc7xjffPONmTx5somKijJRUVFm8uTJpra21q/Pvn37zP3332%2BcTqdxu91m6dKlvkc0XPLhhx%2BaPn36mLCwMHPHHXeYvLy8Nj339qClsZFk3nzzTV%2Bfc%2BfOmdmzZ5tu3bqZiIgIM27cOHP06FG/4xw5csSMHTvWREREmG7dupnZs2f7PTbDGGM%2B//xzc9ddd5nw8HBz2223mTVr1jSrh/dhc7/4xS9816RHjx5m5MiRvnBlDOMTrC4PWIzTn85hzGWPjwYAAMCfhHuwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABY9v8BfPXB/BOUbK4AAAAASUVORK5CYII%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common3256962567918081700\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">273</td>\n",
       "        <td class=\"number\">44.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:88%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1666.0</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2083.0</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2500.0</td>\n",
       "        <td class=\"number\">5</td>\n",
       "        <td class=\"number\">0.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1750.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1459.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2333.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1800.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1625.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2250.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (277)</td>\n",
       "        <td class=\"number\">308</td>\n",
       "        <td class=\"number\">50.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme3256962567918081700\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">273</td>\n",
       "        <td class=\"number\">44.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">16.12000084</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">189.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">240.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">242.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">10968.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">11300.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">20000.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">33837.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">41667.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Credit_History\">Credit_History<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>3</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>0.5%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>8.1%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>50</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>0.8422</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>1</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>14.5%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram8566477983685719032\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAZ9JREFUeJzt3UGuk1AYhuGfxiksoIFduAj35Ng9uQh3AekCaBw4sMeB1onXL7nx5hDM8wwh5Yf0vCGEAUNrrVVn27bVsiy9x3Jy67rWPM9dZ77rOu2XcRyr6ucFT9N0xClwIvu%2B17Isv9dNT4cEMgxDVVVN0ySQ/9j7j59f/Zsvnz78dd9z3fR06T4RTkQgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIDvnKbfLWX0aFf%2BEOAoFAIBAIBAKBQCAQCAQCgUBwyHuQ1lpVVe37/se%2B79%2B%2Bvvp4Lx2H473Vf/nc9lw3PQ3tgKnbttWyLL3HcnLrutY8z11nHhLI4/Go2%2B1W4zjWMAy9x3MyrbW63%2B91vV7rcun7VHBIIHAWHtIhEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCH4Aew1MW0/Pf%2BAAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives8566477983685719032,#minihistogram8566477983685719032\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives8566477983685719032\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles8566477983685719032\"\n",
       "                                                  aria-controls=\"quantiles8566477983685719032\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram8566477983685719032\" aria-controls=\"histogram8566477983685719032\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common8566477983685719032\" aria-controls=\"common8566477983685719032\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme8566477983685719032\" aria-controls=\"extreme8566477983685719032\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles8566477983685719032\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>1</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>0.36488</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.43324</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>1.5488</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>0.8422</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>0.2658</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>-1.8824</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>475</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>0.13314</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>4.9 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram8566477983685719032\">\n",
       "            <img 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TdddfV2d69e3cdOnTIDxMBAAA0jmMD6/TTT1dxcXGd7QUFBTrjjDP8MBEAAEDjODawbrjhBs2dO1eHDh3yfqP7Bx98oDlz5mjChAl%2Bng4AAKBhjg2szMxMRUVFKTo6WkeOHNGAAQM0aNAgXXjhhbrrrrv8PR4AAECDHPs9WMHBwXr%2B%2Bef12Wef6eOPP9bx48d1wQUXqF%2B/fv4eDQAA4Fc5NrBOOPvss3X22Wf7ewwAAIBGc2xg3Xzzzb96%2B/Lly1tpEgAAgKZxbGAVFRX5XK%2Burtann36qiooKXXLJJX6aCgAA4OQcG1ivvfZanW01NTW65ZZb1L9/fz9MBAAA0DiO/RRhfQIDAzVnzhwtWrTI36MAAAA0qE0FliTt3btX1dXV/h4DAACgQY59i/COO%2B7wuW6MUVFRkV599VWNHz/eT1MBAACcnGMDa%2BvWrT7XTznlFHXr1k0LFy7U5MmT/TQVAADAyTk2sDZv3uzvEQAAAJqlzZ2DBQAA4HSOPYJ14YUXen/J88l8%2BOGHLTwNAABA4zk2sC677DI9/vjjOvvss5WYmChJ2rZtm/bs2aMpU6bI7Xb7eUIAAID6OTawfvjhB02fPl2ZmZk%2B2zMyMvTtt9/qiSee8NNkAAAAv86x52C98MILuvHGG%2Btsnzhxol588UU/TAQAANA4jg0st9ut3NzcOttzc3N5exAAADiaY98inDlzpqZOnar8/HxdfPHFkv53DlZWVpbuvPNOP08HAADQMMcGVkZGhnr27KmHHnpITz75pCSpf//%2BysrKUkpKip%2BnAwAAaJhjA0uSUlJSiCkAANDmOPYcLEkqLy/XypUrdffdd6u0tFSS9N///ldFRUV%2BngwAAKBhjj2CtXPnTo0cOVKnnnqqCgsLNXHiRIWHh%2BuFF17QgQMHtGrVKn%2BPCAAAUC/HHsG6/fbblZKSoi%2B//FIhISHe7aNGjdKmTZv8OBkAAMCvc%2BwRrI8%2B%2BkjLli2r8%2BtyzjjjDN4iBAAAjubYI1jBwcE6cuRIne2ff/65IiIi/DARAABA4zg2sMaOHau//e1vqqmpkSS5XC598803mjt3rq699lo/TwcAANAwxwbWkiVLdPDgQUVFRenYsWMaPny4evXqpZCQkDq/nxAAAMBJHHsOlsfjUW5urnJycvTxxx/r%2BPHjuuCCC5ScnFznvCwAAAAncWRgVVdX66qrrtJjjz2mpKQkJSUl%2BXskAACARnPkW4RBQUHKz8/nSBUAAGiTHBlYkjRhwgQ99dRTv%2BkxFixYoAsvvFCdO3dW9%2B7ddc0112jPnj0%2B%2B1RWVmrGjBmKiIhQaGioxo4dqwMHDvjss3//fo0ZM0ahoaGKiIjQzJkzVVVV9ZtmAwAA7Zcj3yI84ZFHHtFbb72lhIQEhYaG%2Btx2//33n/T%2BGzdu1PTp03XhhReqpqZGGRkZSkpK0q5du7yPl56ertdee03Z2dnq2rWrZs%2BerdGjRysvL08BAQGqra3VqFGj1K1bN23ZskXfffed0tLSZIzRP//5zxZ53gAAoG1zGWOMv4eoz9ChQxu8zeVyNevb3A8dOqTu3btr48aNuuSSS1RWVqZu3brp6aef1vXXXy9JOnjwoGJjY7Vu3TolJyfrjTfe0OjRo1VYWKiYmBhJUnZ2tiZOnKiSkhKFhYWd9OeWl5fL4/GorKysUfsDAGBDQsZ6f4/QaNvvu8L6Y/rz9ddxR7D27t2rnj17avPmzdYfu6ysTJLUpUsXSVJeXp6qq6t9TqKPiYlRXFyccnNzlZycrK1btyouLs4bV5KUnJysyspK5eXl6bLLLrM%2BJwAAaNscdw5Wnz59dOjQIe/166%2B/Xt9%2B%2B%2B1vflxjjGbNmqUhQ4YoLi5OklRcXKzg4GCFh4f77BsZGani4mLvPpGRkT63h4eHKzg42LvPL1VWVqq8vNznAgAAOg7HBdYv37Fct26djh49%2Bpsf99Zbb9Unn3yi5557rlEz/PwTjPV9mvGX%2B/zcggUL5PF4vJfY2NjmDw4AANocxwVWS5gxY4ZeffVVvfvuu%2BrRo4d3e1RUlKqqqlRaWuqzf0lJifeoVVRUVJ0jVaWlpaqurq5zZOuEefPmqayszHspLCy0/IwAAICTOS6wXC5XnSNDzf0%2BLGOMbr31Vr388st655131LNnT5/b4%2BPjFRQUpJycHO%2B2oqIi7dy5U4MGDZIkJSYmaufOnSoqKvLus2HDBrndbsXHx9f7c91ut8LCwnwuAACg43DcSe7GGE2cOFFut1uS9NNPP2nq1Kl1vqbh5ZdfPuljTZ8%2BXc8%2B%2B6z%2B/e9/q3Pnzt4jUR6PR506dZLH49GkSZM0e/Zsde3aVV26dNGcOXN07rnnauTIkZKkpKQkDRgwQKmpqVq0aJG%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%2BfPnKyYmRp06ddKwYcP06aef%2BuxTWlqq1NRUeTweeTwepaam6ocffmjNpwEAANqYdh1YR48e1fnnn69HHnmk3tvvv/9%2BPfDAA3rkkUf00UcfKSoqSpdffrkqKiq8%2B6SkpKigoEDr16/X%2BvXrVVBQoNTU1NZ6CgAAoA0K9PcALenKK6/UlVdeWe9txhgtXbpUGRkZuvbaayVJq1atUmRkpJ599llNmTJFu3fv1vr167Vt2zZddNFFkqSsrCwlJiZqz5496tu3b6s9FwAA0Ha06yNYv%2Barr75ScXGxkpKSvNvcbrcuvfRS5ebmSpK2bt0qj8fjjStJuvjii%2BXxeLz7AAAA/FK7PoL1a4qLiyVJkZGRPtsjIyP19ddfe/fp3r17nft2797de//6VFZWqrKy0nu9vLzcxsgAAKCN6LBHsE5wuVw%2B140xPtt%2BeXt9%2B/zSggULvCfFezwexcbG2hsYAAA4XocNrKioKEmqcySqpKTEe1QrKipK3377bZ37Hjp0qM6Rr5%2BbN2%2BeysrKvJfCwkKLkwMAAKfrsIHVs2dPRUVFKScnx7utqqpKGzdu1KBBgyRJiYmJKisr04cffujd54MPPlBZWZl3n/q43W6FhYX5XAAAQMfRrs/BOnLkiL744gvv9a%2B%2B%2BkoFBQXq0qWLzjzzTKWnpyszM1N9%2BvRRnz59lJmZqVNPPVUpKSmSpP79%2B%2BuKK67Q5MmT9fjjj0uSbr75Zo0ePZpPEAIAgAa168Davn27LrvsMu/1WbNmSZLS0tK0cuVK3XHHHTp27JimTZum0tJSXXTRRdqwYYM6d%2B7svc8zzzyjmTNnej9tOHbs2Aa/VwsAAECSXMYY4%2B8h2rvy8nJ5PB6VlZXxdiEAoNUkZKz39wiNtv2%2BK6w/pj9ffzvsOVgAAAAtpV2/RdgRdPT/OgEAwIk4ggUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgdVIjz32mHr27KmQkBDFx8dr8%2BbN/h4JAAA4FIHVCM8//7zS09OVkZGh/Px8DR06VFdeeaX279/v79EAAIADEViN8MADD2jSpEm66aab1L9/fy1dulSxsbFatmyZv0cDAAAOFOjvAZyuqqpKeXl5mjt3rs/2pKQk5ebm1nufyspKVVZWeq%2BXlZVJksrLy63PV1t51PpjtpSWeP4AgIZ19NeIE49pjLH%2B2CdDYJ3E4cOHVVtbq8jISJ/tkZGRKi4urvc%2BCxYs0L333ltne2xsbIvM2FZ4lvh7AgCAU7Xka0RFRYU8Hk/L/YB6EFiN5HK5fK4bY%2BpsO2HevHmaNWuW9/rx48f1/fffq2vXrg3epznKy8sVGxurwsJChYWFWXtcsLYtibVtWaxvy2FtW05Lra0xRhUVFYqJibH2mI1FYJ1ERESEAgIC6hytKikpqXNU6wS32y232%2B2z7fTTT2%2BxGcPCwvgfewthbVsOa9uyWN%2BWw9q2nJZY29Y%2BcnUCJ7mfRHBwsOLj45WTk%2BOzPScnR4MGDfLTVAAAwMk4gtUIs2bNUmpqqhISEpSYmKjly5dr//79mjp1qr9HAwAADhQwf/78%2Bf4ewuni4uLUtWtXZWZmavHixTp27JiefvppnX/%2B%2Bf4eTQEBARo2bJgCA2ll21jblsPatizWt%2BWwti2nva2ty/jjs4sAAADtGOdgAQAAWEZgAQAAWEZgAQAAWEZgAQAAWEZgOdxjjz2mnj17KiQkRPHx8dq8efOv7r9mzRoNGDBAbrdbAwYM0Nq1a1tp0ranKWublZWloUOHKjw8XOHh4Ro5cqQ%2B/PDDVpy2bWnqv9sTsrOz5XK5dM0117TwhG1bU9f3hx9%2B0PTp0xUdHa2QkBD1799f69ata6Vp25amru3SpUvVt29fderUSbGxsbr99tv1008/tdK0bcemTZs0ZswYxcTEyOVy6ZVXXjnpfTZu3Kj4%2BHiFhISoV69e%2Bte//tUKk1pk4FjZ2dkmKCjIZGVlmV27dpnbbrvNhIaGmq%2B//rre/XNzc01AQIDJzMw0u3fvNpmZmSYwMNBs27atlSd3vqaubUpKinn00UdNfn6%2B2b17t7nxxhuNx%2BMxBw4caOXJna%2Bpa3vCvn37zBlnnGGGDh1qrr766laatu1p6vpWVlaahIQEc9VVV5ktW7aYffv2mc2bN5uCgoJWntz5mrq2q1evNm632zzzzDPmq6%2B%2BMm%2B%2B%2BaaJjo426enprTy5861bt85kZGSYNWvWGElm7dq1v7r/3r17zamnnmpuu%2B02s2vXLpOVlWWCgoLMSy%2B91EoT/3YEloP94Q9/MFOnTvXZ1q9fPzN37tx69x83bpy54oorfLYlJyebG264ocVmbKuaura/VFNTYzp37mxWrVrVEuO1ac1Z25qaGjN48GDzxBNPmLS0NALrVzR1fZctW2Z69eplqqqqWmO8Nq2pazt9%2BnQzfPhwn22zZs0yQ4YMabEZ24PGBNYdd9xh%2BvXr57NtypQp5uKLL27J0aziLUKHqqqqUl5enpKSkny2JyUlKTc3t977bN26tc7%2BycnJDe7fUTVnbX/pxx9/VHV1tbp06dISI7ZZzV3b//u//1O3bt00adKklh6xTWvO%2Br766qtKTEzU9OnTFRkZqbi4OGVmZqq2trY1Rm4zmrO2Q4YMUV5envd0gb1792rdunUaNWpUi8/b3jX0erZ9%2B3ZVV1f7aaqmaR9fl9oOHT58WLW1tXV%2BoXRkZGSdXzx9QnFxcZP276ias7a/NHfuXJ1xxhkaOXJkS4zYZjVnbd9//32tWLFCBQUFrTFim9ac9d27d6/eeecdjR8/XuvWrdPnn3%2Bu6dOnq6amRnfffXdrjN0mNGdtb7jhBh06dEhDhgyRMUY1NTW65ZZbNHfu3Nb8Fz1gAAAEAElEQVQYuV1r6PWspqZGhw8fVnR0tJ8mazwCy%2BFcLpfPdWNMnW2/Zf%2BOrLlrdf/99%2Bu5557Te%2B%2B9p5CQkJYar01r7NpWVFRowoQJysrKUkRERGuN1%2BY15d/u8ePH1b17dy1fvlwBAQGKj4/XwYMHtWjRIgKrHk1Z2/fee0/33XefHnvsMV100UX64osvdNtttyk6Olp33XVXa4zbrtX3d1HfdqcisBwqIiJCAQEBdf7LqaSkpE7VnxAVFdWk/Tuq5qztCYsXL1ZmZqbeeustnXfeeS05ZpvU1LX98ssvtW/fPo0ZM8a77fjx45KkwMBA7dmzR717927ZoduQ5vzbjY6OVlBQkAICArzb%2Bvfvr%2BLiYlVVVSk4OLhFZ24rmrO2d911l1JTU3XTTTdJks4991wdPXpUN998szIyMnTKKZyF01wNvZ4FBgaqa9eufpqqafjbd6jg4GDFx8crJyfHZ3tOTo4GDRpU730SExPr7L9hw4YG9%2B%2BomrO2krRo0SL97W9/0/r165WQkNDSY7ZJTV3bfv36aceOHSooKPBexo4dq8suu0wFBQWKjY1trdHbhOb82x08eLC%2B%2BOILb7hK0meffabo6Gji6meas7Y//vhjnYgKCAiQ%2Bd8HyFps1o6godezhIQEBQUF%2BWmqJvLX2fU4uRMfGV6xYoXZtWuXSU9PN6GhoWbfvn3GGGNSU1N9Pt3y/vvvm4CAALNw4UKze/dus3DhQr6moQFNXdt//OMfJjg42Lz00kumqKjIe6moqPDXU3Cspq7tL/Epwl/X1PXdv3%2B/Oe2008ytt95q9uzZY/7zn/%2BY7t27m7///e/%2BegqO1dS1veeee0znzp3Nc889Z/bu3Ws2bNhgevfubcaNG%2Bevp%2BBYFRUVJj8/3%2BTn5xtJ5oEHHjD5%2Bfner8CYO3euSU1N9e5/4msabr/9drNr1y6zYsUKvqYBdj366KPmrLPOMsHBweaCCy4wGzdu9N526aWXmrS0NJ/9X3zxRdO3b18TFBRk%2BvXrZ9asWdPKE7cdTVnbs846y0iqc7nnnntaf/A2oKn/bn%2BOwDq5pq5vbm6uueiii4zb7Ta9evUy9913n6mpqWnlqduGpqxtdXW1mT9/vundu7cJCQkxsbGxZtq0aaa0tNQPkzvbu%2B%2B%2BW%2B//h55Yz7S0NHPppZf63Oe9994zAwcONMHBweZ3v/udWbZsWesP/hu4jOE4JgAAgE2cgwUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGAZgQUAAGDZ/wOhsX1Rq%2Bi7uQAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common8566477983685719032\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">1.0</td>\n",
       "        <td class=\"number\">475</td>\n",
       "        <td class=\"number\">77.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">89</td>\n",
       "        <td class=\"number\">14.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:19%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">50</td>\n",
       "        <td class=\"number\">8.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:11%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme8566477983685719032\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">89</td>\n",
       "        <td class=\"number\">14.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:19%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1.0</td>\n",
       "        <td class=\"number\">475</td>\n",
       "        <td class=\"number\">77.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0.0</td>\n",
       "        <td class=\"number\">89</td>\n",
       "        <td class=\"number\">14.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:19%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1.0</td>\n",
       "        <td class=\"number\">475</td>\n",
       "        <td class=\"number\">77.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Dependents\">Dependents<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>5</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.8%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>2.4%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>15</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable7105715000493313825\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>0</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 56.2%\">\n",
       "            345\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>1</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:30%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 16.6%\">\n",
       "            102\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>2</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:29%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 16.4%\">\n",
       "            101\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable7105715000493313825, #minifreqtable7105715000493313825\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable7105715000493313825\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">0</td>\n",
       "        <td class=\"number\">345</td>\n",
       "        <td class=\"number\">56.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">1</td>\n",
       "        <td class=\"number\">102</td>\n",
       "        <td class=\"number\">16.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:30%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">2</td>\n",
       "        <td class=\"number\">101</td>\n",
       "        <td class=\"number\">16.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:29%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">3+</td>\n",
       "        <td class=\"number\">51</td>\n",
       "        <td class=\"number\">8.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:15%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">2.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Education\">Education<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.3%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable7426757455342368838\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>Graduate</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 78.2%\">\n",
       "            480\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Not Graduate</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:28%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 21.8%\">\n",
       "            134\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable7426757455342368838, #minifreqtable7426757455342368838\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable7426757455342368838\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Graduate</td>\n",
       "        <td class=\"number\">480</td>\n",
       "        <td class=\"number\">78.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Not Graduate</td>\n",
       "        <td class=\"number\">134</td>\n",
       "        <td class=\"number\">21.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:28%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Gender\">Gender<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.5%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>2.1%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>13</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8842658637068386127\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>Male</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 79.6%\">\n",
       "            489\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Female</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:23%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 18.2%\">\n",
       "            112\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:3%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 2.1%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        13\n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8842658637068386127, #minifreqtable-8842658637068386127\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8842658637068386127\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Male</td>\n",
       "        <td class=\"number\">489</td>\n",
       "        <td class=\"number\">79.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Female</td>\n",
       "        <td class=\"number\">112</td>\n",
       "        <td class=\"number\">18.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:23%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">13</td>\n",
       "        <td class=\"number\">2.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_LoanAmount\">LoanAmount<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>204</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>33.2%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>3.6%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>22</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>146.41</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>9</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>700</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram5837674543323617415\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAc9JREFUeJzt3LGq02AYx%2BE3xTXpXpqLELwFwQtyE9wcvRR3V3fvoqUX0ODgYOOgdTn4x6OeLwk8z9hQ3q/w/UgbmnTzPM/V2Pl8rnEcW49l406nUx2Px6YznzWd9lPf91X14wMPw7DEEtiQ6/Va4zj%2B2jctLRJI13VVVTUMw38J5MWbj49%2Bz%2Bd3r/55Lm3d901Lu%2BYTYUMEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUCwyIPj1sDD5vgTziAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCASC1f3V5G/%2BAgJPxRkEAoFAIBAIBAKBQCBY3VWsNXvsFTY3WG2fMwgEAoHAV6wn5L737VskkHmeq6rqer0%2BOPbt65fWy1mV568/LL2ERX16%2B/LBa/d9ct83LS0SyDRNVVU1juMS41mx/fvfH5umqfb7fbvFVFU3L5Dl7Xary%2BVSfd9X13Wtx7Mx8zzXNE11OBxqt2v7s3mRQGArXMWCQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIPgOCCRK4D3kwOIAAAAASUVORK5CYII%3D\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives5837674543323617415,#minihistogram5837674543323617415\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives5837674543323617415\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles5837674543323617415\"\n",
       "                                                  aria-controls=\"quantiles5837674543323617415\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram5837674543323617415\" aria-controls=\"histogram5837674543323617415\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common5837674543323617415\" aria-controls=\"common5837674543323617415\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme5837674543323617415\" aria-controls=\"extreme5837674543323617415\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles5837674543323617415\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>9</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>56</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>100</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>128</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>168</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>297.8</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>700</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>691</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>68</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>85.587</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.58456</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>10.402</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>146.41</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>55.248</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>2.6776</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>86676</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>7325.2</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>4.9 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram5837674543323617415\">\n",
       "            <img 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THjh317rvvql27dpKkdu3a6b333lP79u01cOBA3XLLLRozZoyeeOIJ6z0DAIDI0Crug%2BXz%2BfTqq69qyZIl%2BuKLLzRy5Ejdcccduummm057oXk44T5Y3%2BE%2BWACAlsR9sM7C6/Vq6NChGjRokFwulzZs2KBx48apR48eWr16dajLAwAACBLWAevgwYN65pln1LdvXw0cOFA1NTV65513tHv3bn311VfKy8vTb37zm1CXCQAAECQq1AWczs9//nO9//77Sk9P1%2B9%2B9ztNmDBBXbp0cY5ffPHFuv/%2B%2B/Xcc8%2BFsEoAAICmwjZgxcfHa%2BXKlfq3f/u3085JSUnRjh07WrAqAACAswvbgLVkyZKzznG5XLrssstaoBoAAIBzF7bXYN133316/vnnm4z/8Y9/1KxZs0JQEQAAwLkJ24D1P//zPxowYECT8ezs7KD7WAEAAISbsA1YBw8eVKdOnZqMx8fH6%2BDBgyGoCAAA4NyEbcC67LLL9OGHHzYZ//DDD5t8piAAAEA4CduL3GfMmKEZM2bo66%2B/1pAhQyRJH330kR577DE%2BpgYAAIS1sA1YkyZN0rfffqv58%2Bfr4YcfliR17dpVzz33nG6//fYQVwcAAHB6YRuwJGnatGmaNm2aqqur1aFDB11yySWhLgkAAOCswjpgnZSSkhLqEgAAAM5Z2F7kfuDAAf32t79Vt27d1L59e8XExARtAAAA4SpsV7AmTpyof/zjH/qP//gPpaSkyOVyhbokAACAcxK2AWvVqlVatWqVrr766lCXAgAAcF7C9iXCrl27smoFAABapbANWE8//bTmzJmjvXv3hroUAACA8xK2LxHm5%2Bervr5e3bt3V3x8vKKjo4OO19TUhKgyAACAMwvbgLVgwYJQlwAAAPCDhG3AuuOOO0JdAgAAwA8SttdgSdKXX36pefPmKT8/33lJcMWKFfr8889DXBkAAMDphW3AWr16ta666iqVlJTor3/9qw4fPixJ2rhxo/7zP/8zxNUBAACcXtgGrAceeEDz5s3TJ598EnTn9iFDhqisrCyElQEAAJxZ2AaszZs365e//GWT8aSkJB04cCAEFQEAAJybsA1Yl1xyiXw%2BX5PxiooKXXrppSGoCAAA4NyEbcC69dZb9eCDD%2BrAgQPOHd3XrVun2bNn67bbbgtxdQAAAKcXtgFr/vz58nq9SklJ0eHDh9WrVy/l5OTommuu0e9///tQlwcAAHBaYXsfrJiYGL355pv6%2B9//ro0bN%2BrEiRPq16%2BfrrzyylCXBgAAcEZhG7BOuvzyy3X55ZeHugwAAIBzFrYB68477zzj8ZdeeqmFKgEAADg/YRuwqqurg/YbGxu1detW1dfX67rrrgtRVQAAAGcXtgHr3XffbTJ27Ngx3X333erZs2cIKgIAADg3YfsuwuZERUVp9uzZevzxx0NdCgAAwGm1qoAlSTt37lRjY2OoywAAADitsH2J8P777w/aN8aourpay5cv1/jx40NUFQAAwNmFbcBau3Zt0P5FF12kLl26aMGCBZo0aVKIqgIAADi7sA1Yq1evDnUJAAAAP0iruwbrfKxatUqjRo1SamqqXC6X3nnnnaDjEydOlMvlCtoGDBgQNCcQCGjatGlKTExUbGysRo8erb1797ZkGwAAoJUJ2xWsa665xvmQ57NZv359s%2BNHjhxR37599dvf/la/%2BMUvmp0zfPhwLV682NmPiYkJOj5jxgy9%2B%2B67KiwsVOfOnTVr1izl5eWpvLxc7dq1O8duAABAWxK2AWvw4MF68cUXdfnllys7O1uSVFZWpu3bt%2Buuu%2B6S2%2B0%2B6zlGjBihESNGnHGO2%2B2W1%2Btt9pjf79fLL7%2Bs1157TTfccIMkaenSpUpLS9PKlSs1bNiw8%2BwKAAC0BWEbsA4dOqQpU6Zo/vz5QeNz587V/v379ac//cnK9/n000%2BVlJSkSy65RNdff70effRRJSUlSZLKy8vV2Nio3NxcZ35qaqoyMjJUWlpKwAIAAM0K24D117/%2BVZ999lmT8YkTJyorK8tKwBoxYoR%2B9atfqXv37tq1a5d%2B//vfa8iQISovL5fb7ZbP51NMTIw6deoU9Ljk5GT5fL7TnjcQCCgQCDj7dXV1P7pWAADQeoRtwHK73SotLVWPHj2CxktLS8/p5cFzMXbsWOfrjIwMZWVlqXv37nrvvfd08803n/ZxxpgzXh9WUFCgRx55xEqNAACg9QnbgDV9%2BnRNnjxZmzZtct7ZV1ZWpkWLFumhhx66IN8zJSVF3bt3144dOyRJXq9XDQ0Nqq2tDVrFqqmpUU5OzmnPM2fOHM2cOdPZr6urU1pa2gWpGQAAhJ%2BwDVhz585Venq6nn32Wf35z3%2BWJPXs2VOLFi3SuHHjLsj3/Prrr1VVVaWUlBRJUmZmpqKjo1VcXKxbbrlFklRdXa3Kyko99thjpz2P2%2B22tsoGAABan7ANWJI0bty4HxWmDh8%2BrC%2B%2B%2BMLZ37VrlyoqKpSQkKCEhATNmzdPv/jFL5SSkqIvv/xSDz30kBITE/Xzn/9ckuTxeHTHHXdo1qxZ6ty5sxISEjR79mz17t3beVchAADAqcI6YNXV1WnZsmXauXOn7rvvPnXq1El/%2B9vflJSU5KwyncmGDRs0ePBgZ//ky3YTJkzQwoULtWXLFr366qs6dOiQUlJSNHjwYL355puKi4tzHvP0008rKipKt9xyi44ePaqhQ4fqlVde4R5YAADgtFzGGBPqIppTWVmpG264QR07dlRVVZW2b9%2Bun/70p5o7d6727t2rJUuWhLrEc1ZXVyePxyO/36/4%2BPhQlxMyWXOLQl3Cednw6PBQlwAA%2BBFC%2Bfc3bFew7rvvPo0bN05PPvlk0A9l5MiRGj9%2BfAgrQ1tBIAQA/FBhG7A%2B%2B%2BwzLVy4sMntEC699FJVV1eHqCoAAICzC9sPe46JidHhw4ebjO/YsUOJiYkhqAgAAODchG3AGj16tP7rv/5Lx44dkyS5XC599dVXevDBB894E1AAAIBQC9uA9eSTT2rfvn3yer06evSohgwZop/%2B9Kdq3759k88nBAAACCdhew2Wx%2BNRaWmpiouLtXHjRp04cUL9%2BvXTsGHDzvgxNQAAAKEWlgGrsbFRN910k1544QXl5uYqNzc31CUBAACcs7B8iTA6OlqbNm1ipQoAALRKYRmwJOm2227T4sWLQ10GAADAeQvLlwhPev7557Vy5UplZWUpNjY26NiZPmwZAAAglMI2YJWXl6tPnz6SpM2bNwcd46VDAAAQzsIuYO3cuVPp6elavXp1qEsBAAD4QcLuGqwePXrowIEDzv7YsWO1f//%2BEFYEAABwfsIuYBljgvbff/99HTlyJETVAAAAnL%2BwC1gAAACtXdgFLJfL1eQidi5qBwAArUnYXeRujNHEiRPldrslSd9%2B%2B60mT57c5DYNy5YtC0V5AAAAZxV2AWvChAlB%2B7fddluIKgEAAPhhwi5gcfd2AADQ2oXdNVgAAACtHQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlER2wVq1apVGjRik1NVUul0vvvPNO0HFjjObNm6fU1FR16NBBgwYN0tatW4Pm1NbWKj8/Xx6PRx6PR/n5%2BTp06FBLtgEAAFqZiA5YR44cUd%2B%2BffX88883e/yxxx7TU089peeff16fffaZvF6vbrzxRtXX1ztzxo0bp4qKChUVFamoqEgVFRXKz89vqRYAAEArFBXqAi6kESNGaMSIEc0eM8bomWee0dy5c3XzzTdLkpYsWaLk5GS98cYbuuuuu/T555%2BrqKhIZWVl6t%2B/vyRp0aJFys7O1vbt23XFFVe0WC8AAKD1iOgVrDPZtWuXfD6fcnNznTG3263rr79epaWlkqS1a9fK4/E44UqSBgwYII/H48wBAAA4VUSvYJ2Jz%2BeTJCUnJweNJycna/fu3c6cpKSkJo9NSkpyHt%2BcQCCgQCDg7NfV1dkoGQAAtBJtdgXrJJfLFbRvjAkaO/V4c3NOVVBQ4FwU7/F4lJaWZq9gAAAQ9tpswPJ6vZLUZCWqpqbGWdXyer3av39/k8ceOHCgycrX982ZM0d%2Bv9/ZqqqqLFYOAADCXZsNWOnp6fJ6vSouLnbGGhoaVFJSopycHElSdna2/H6/1q9f78xZt26d/H6/M6c5brdb8fHxQRsAAGg7IvoarMOHD%2BuLL75w9nft2qWKigolJCSoW7dumjFjhubPn68ePXqoR48emj9/vjp27Khx48ZJknr27Knhw4dr0qRJevHFFyVJd955p/Ly8ngHIQAAOK2IDlgbNmzQ4MGDnf2ZM2dKkiZMmKBXXnlF999/v44ePap77rlHtbW16t%2B/v1asWKG4uDjnMa%2B//rqmT5/uvNtw9OjRp72vFgAAgCS5jDEm1EVEurq6Onk8Hvn9/jb9cmHW3KJQlxDRNjw6PNQlAEBYCeXf3zZ7DRYAAMCFQsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlUaEuAD9O1tyiUJcAAABOwQoWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMCyNh%2Bw5s2bJ5fLFbR5vV7nuDFG8%2BbNU2pqqjp06KBBgwZp69atIawYAACEuzYfsCTpqquuUnV1tbNt2bLFOfbYY4/pqaee0vPPP6/PPvtMXq9XN954o%2Brr60NYMQAACGcELElRUVHyer3O1qVLF0nfrV4988wzmjt3rm6%2B%2BWZlZGRoyZIl%2Buc//6k33ngjxFUDAIBwRcCStGPHDqWmpio9PV233nqrdu7cKUnatWuXfD6fcnNznblut1vXX3%2B9SktLQ1UuAAAIc1GhLiDU%2Bvfvr1dffVWXX3659u/frz/84Q/KycnR1q1b5fP5JEnJyclBj0lOTtbu3btPe85AIKBAIODs19XVXZjiAQBAWGrzAWvEiBHO171791Z2drYuu%2BwyLVmyRAMGDJAkuVyuoMcYY5qMfV9BQYEeeeSRC1MwAAAIe7xEeIrY2Fj17t1bO3bscN5NeHIl66Sampomq1rfN2fOHPn9fmerqqq6oDUDAIDwQsA6RSAQ0Oeff66UlBSlp6fL6/WquLjYOd7Q0KCSkhLl5OSc9hxut1vx8fFBGwAAaDva/EuEs2fP1qhRo9StWzfV1NToD3/4g%2Brq6jRhwgS5XC7NmDFD8%2BfPV48ePdSjRw/Nnz9fHTt21Lhx40JdOgAACFNtPmDt3btXv/71r3Xw4EF16dJFAwYMUFlZmbp37y5Juv/%2B%2B3X06FHdc889qq2tVf/%2B/bVixQrFxcWFuHIAABCuXMYYE%2BoiIl1dXZ08Ho/8fr/1lwuz5hZZPR9arw2PDg91CQAQVi7k39%2Bz4RosAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACxr8x/2DESK1vS5lHxuIoBIxwoWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMCyqFAXAKDtyZpbFOoSzsuGR4eHugQArQwrWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLuNEoAJwFN0YFcL4IWAAQYVpTICQMIlLxEuE5euGFF5Senq727dsrMzNTq1evDnVJAAAgTLGCdQ7efPNNzZgxQy%2B88IIGDhyoF198USNGjNC2bdvUrVu3UJcHAK1Wa1pta41YIQwdlzHGhLqIcNe/f3/169dPCxcudMZ69uypMWPGqKCg4KyPr6urk8fjkd/vV3x8vNXa%2BM8JABAJLkQYvJB/f8%2BGFayzaGhoUHl5uR588MGg8dzcXJWWljb7mEAgoEAg4Oz7/X5J3/1D23Y8cMT6OQEAaGkP%2BT6gAAALGklEQVQX4m/kyXOGYi2JgHUWBw8e1PHjx5WcnBw0npycLJ/P1%2BxjCgoK9MgjjzQZT0tLuyA1AgDQ2nmevHDnrq%2Bvl8fjuXDfoBkErHPkcrmC9o0xTcZOmjNnjmbOnOnsnzhxQt988406d%2B582secSV1dndLS0lRVVdXiS5yhRu9ts3epbfdP7/RO73YYY1RfX6/U1FRr5zxXBKyzSExMVLt27ZqsVtXU1DRZ1TrJ7XbL7XYHjV1yySU/upb4%2BPg296Q7id7bZu9S2%2B6f3um9rbkQvbf0ytVJ3KbhLGJiYpSZmani4uKg8eLiYuXk5ISoKgAAEM5YwToHM2fOVH5%2BvrKyspSdna2XXnpJe/bs0eTJk0NdGgAACEPt5s2bNy/URYS7jIwMde7cWfPnz9cTTzyho0eP6rXXXlPfvn1brIZ27dpp0KBBiopqe5mY3ttm71Lb7p/e6b2tibTeuQ8WAACAZVyDBQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWK3ACy%2B8oPT0dLVv316ZmZlavXp1qEv60VatWqVRo0YpNTVVLpdL77zzTtBxY4zmzZun1NRUdejQQYMGDdLWrVuD5tTW1io/P18ej0cej0f5%2Bfk6dOhQS7Zx3goKCnTNNdcoLi5OSUlJGjNmjLZv3x40JxAIaNq0aUpMTFRsbKxGjx6tvXv3Bs3Zs2ePRo0apdjYWCUmJmr69OlqaGhoyVZ%2BkIULF6pPnz7OzQSzs7P1wQcfOMcjuffvKygokMvl0owZM5yxSO593rx5crlcQZvX63WOR%2Brz/aSvvvpKt912mzp37qyOHTvqX/7lX1ReXu4cj9T%2Bf/KTnzT5d3e5XJoyZYqkyP6dlyQZhLXCwkITHR1tFi1aZLZt22buvfdeExsba3bv3h3q0n6U999/38ydO9e89dZbRpJ5%2B%2B23g44vWLDAxMXFmbfeests2bLFjB071qSkpJi6ujpnzvDhw01GRoYpLS01paWlJiMjw%2BTl5bV0K%2Bdl2LBhZvHixaaystJUVFSYkSNHmm7dupnDhw87cyZPnmwuvfRSU1xcbDZu3GgGDx5s%2Bvbta44dO2aMMebYsWMmIyPDDB482GzcuNEUFxeb1NRUM3Xq1FC1dc6WL19u3nvvPbN9%2B3azfft289BDD5no6GhTWVlpjIns3k9av369%2BclPfmL69Olj7r33Xmc8knt/%2BOGHzVVXXWWqq6udraamxjkeqc93Y4z55ptvTPfu3c3EiRPNunXrzK5du8zKlSvNF1984cyJ1P5ramqC/s2Li4uNJPPJJ58YYyL7d94YYwhYYe5f//VfzeTJk4PGrrzySvPggw%2BGqCL7Tg1YJ06cMF6v1yxYsMAZ%2B/bbb43H4zH//d//bYwxZtu2bUaSKSsrc%2BasXbvWSDL/93//13LF/0g1NTVGkikpKTHGGHPo0CETHR1tCgsLnTlfffWVueiii0xRUZEx5rtwetFFF5mvvvrKmfOXv/zFuN1u4/f7W7YBCzp16mT%2B9Kc/tYne6%2BvrTY8ePUxxcbG5/vrrnYAV6b0//PDDpm/fvs0ei/Tn%2BwMPPGCuvfba0x6P9P6/79577zWXXXaZOXHiRMT/zhtjDC8RhrGGhgaVl5crNzc3aDw3N1elpaUhqurC27Vrl3w%2BX1Dfbrdb119/vdP32rVr5fF41L9/f2fOgAED5PF4WtXPxu/3S5ISEhIkSeXl5WpsbAzqPTU1VRkZGUG9Z2RkBH146bBhwxQIBIJedgh3x48fV2FhoY4cOaLs7Ow20fuUKVM0cuRI3XDDDUHjbaH3HTt2KDU1Venp6br11lu1c%2BdOSZH/fF%2B%2BfLmysrL0q1/9SklJSbr66qu1aNEi53ik939SQ0ODli5dqttvv10ul6tN/M4TsMLYwYMHdfz48SYfKp2cnNzkw6cjycneztS3z%2BdTUlJSk8cmJSW1mp%2BNMUYzZ87Utddeq4yMDEnf9RUTE6NOnToFzT2191N/Np06dVJMTEyr6H3Lli26%2BOKL5Xa7NXnyZL399tvq1atXxPdeWFio8vJyFRQUNDkW6b33799fr776qj788EMtWrRIPp9POTk5%2BvrrryP%2B%2Bb5z504tXLhQPXr00IcffqjJkydr%2BvTpevXVVyW1nf/v3nnnHR06dEgTJ06UFPm/8xKfRdgquFyuoH1jTJOxSHS2vpv7GbSmn83UqVO1efNmrVmz5qxzI6n3K664QhUVFTp06JDeeustTZgwQSUlJaedHwm9V1VV6d5779WKFSvUvn37c35cJPQuSSNGjHC%2B7t27t7Kzs3XZZZdpyZIlGjBggKTIfb6fOHFCWVlZmj9/viTp6quv1tatW7Vw4UL95je/ceZFav8nvfzyyxoxYkTQalRzIqlvVrDCWGJiotq1a9ckqdfU1DRJ9ZHk5LuLztS31%2BvV/v37mzz2wIEDreJnM23aNC1fvlyffPKJunbt6ox7vV41NDSotrY2aP6pvZ/6s6mtrVVjY2Or6D0mJkY/%2B9nPlJWVpYKCAvXt21fPPvtsRPdeXl6umpoaZWZmKioqSlFRUSopKdFzzz2nqKgoJScnR2zvzYmNjVXv3r21Y8eOiH%2B%2Bp6SkqFevXkFjPXv21J49eyS1jf/vdu/erZUrV%2Bp3v/udMxbJz/eTCFhhLCYmRpmZmSouLg4aLy4uVk5OToiquvDS09Pl9XqD%2Bm5oaFBJSYnTd3Z2tvx%2Bv9avX%2B/MWbdunfx%2Bf1j/bIwxmjp1qpYtW6aPP/5Y6enpQcczMzMVHR0d1Ht1dbUqKyuDeq%2BsrFR1dbUzZ8WKFXK73crMzGyZRiwyxigQCER070OHDtWWLVtUUVHhbFlZWRo/frzzdaT23pxAIKDPP/9cKSkpEf18l6SBAwc2uRXL3//%2Bd3Xv3l1SZP9/d9LixYuVlJSkkSNHOmOR/Hx3tPRV9Tg/J2/T8PLLL5tt27aZGTNmmNjYWPPll1%2BGurQfpb6%2B3mzatMls2rTJSDJPPfWU2bRpk3P7iQULFhiPx2OWLVtmtmzZYn796183%2B7blPn36mLVr15q1a9ea3r17h/3blu%2B%2B%2B27j8XjMp59%2BGvT25X/%2B85/OnMmTJ5uuXbualStXmo0bN5ohQ4Y0%2B9bloUOHmo0bN5qVK1earl27toq3Ls%2BZM8esWrXK7Nq1y2zevNk89NBD5qKLLjIrVqwwxkR276f6/rsIjYns3mfNmmU%2B/fRTs3PnTlNWVmby8vJMXFyc8/9YpD7fjfnuthxRUVHm0UcfNTt27DCvv/666dixo1m6dKkzJ5L7P378uOnWrZt54IEHmhyL5N95Y7hNQ6vwxz/%2B0XTv3t3ExMSYfv36OW/pb80%2B%2BeQTI6nJNmHCBGPMd29dfvjhh43X6zVut9tcd911ZsuWLUHn%2BPrrr8348eNNXFyciYuLM%2BPHjze1tbUh6ObcNdezJLN48WJnztGjR83UqVNNQkKC6dChg8nLyzN79uwJOs/u3bvNyJEjTYcOHUxCQoKZOnWq%2Bfbbb1u4m/N3%2B%2B23O7/LXbp0MUOHDnXClTGR3fupTg1Ykdz7yfs6RUdHm9TUVHPzzTebrVu3Oscj9fl%2B0rvvvmsyMjKM2%2B02V155pXnppZeCjkdy/x9%2B%2BKGRZLZv397kWCT/zhtjjMsYY0KydAYAABChuAYLAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBl/w%2ByWH4aEMaCJgAAAABJRU5ErkJggg%3D%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common5837674543323617415\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">120.0</td>\n",
       "        <td class=\"number\">20</td>\n",
       "        <td class=\"number\">3.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">110.0</td>\n",
       "        <td class=\"number\">17</td>\n",
       "        <td class=\"number\">2.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">100.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">2.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:4%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">160.0</td>\n",
       "        <td class=\"number\">12</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">187.0</td>\n",
       "        <td class=\"number\">12</td>\n",
       "        <td class=\"number\">2.0%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">128.0</td>\n",
       "        <td class=\"number\">11</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">113.0</td>\n",
       "        <td class=\"number\">11</td>\n",
       "        <td class=\"number\">1.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">130.0</td>\n",
       "        <td class=\"number\">10</td>\n",
       "        <td class=\"number\">1.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">96.0</td>\n",
       "        <td class=\"number\">9</td>\n",
       "        <td class=\"number\">1.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">95.0</td>\n",
       "        <td class=\"number\">9</td>\n",
       "        <td class=\"number\">1.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:2%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"other\">\n",
       "        <td class=\"fillremaining\">Other values (193)</td>\n",
       "        <td class=\"number\">466</td>\n",
       "        <td class=\"number\">75.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">22</td>\n",
       "        <td class=\"number\">3.6%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:5%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme5837674543323617415\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">9.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">17.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">25.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">26.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">30.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">500.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">570.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">600.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">650.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">700.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Loan_Amount_Term\">Loan_Amount_Term<br/>\n",
       "            <small>Numeric</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-6\">\n",
       "    <div class=\"row\">\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "                <tr>\n",
       "                    <th>Distinct count</th>\n",
       "                    <td>11</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Unique (%)</th>\n",
       "                    <td>1.8%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (%)</th>\n",
       "                    <td>2.3%</td>\n",
       "                </tr>\n",
       "                <tr class=\"alert\">\n",
       "                    <th>Missing (n)</th>\n",
       "                    <td>14</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Infinite (n)</th>\n",
       "                    <td>0</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "\n",
       "        </div>\n",
       "        <div class=\"col-sm-6\">\n",
       "            <table class=\"stats \">\n",
       "\n",
       "                <tr>\n",
       "                    <th>Mean</th>\n",
       "                    <td>342</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Minimum</th>\n",
       "                    <td>12</td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <th>Maximum</th>\n",
       "                    <td>480</td>\n",
       "                </tr>\n",
       "                <tr class=\"ignore\">\n",
       "                    <th>Zeros (%)</th>\n",
       "                    <td>0.0%</td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "<div class=\"col-md-3 collapse in\" id=\"minihistogram-1650822484619344941\">\n",
       "    <img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAAc1JREFUeJzt2LGKE1EYhuF/wraTCwgzFyFsbyXsBdktWAh7OfYLVvZ7Fwm5gAQLi81YaGyUTwbMGQeep0xy%2BE%2BS83JIummapmrscDjUOI6tx7Jy%2B/2%2BhmFoOvOu6bSf%2Br6vqh9veLvdLrEFVuR0OtU4jr/OTUuLBNJ1XVVVbbdbgSzg/vF59pqXp4cb7GSe67lpadN8IqyIQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCC4W3oDa3L/%2BDzr9S9PDzfaCa24QSBwg3Azc2/cqv/v1l0kkGmaqqrqdDr99tzbj59bb%2Bdm3rz/NHvNlw/vZq9p8Zn96bv6m9dvX//JnOtj13PTUjctMPVwONQ4jq3HsnL7/b6GYWg6c5FALpdLHY/H6vu%2Buq5rPZ6Vmaapzudz7Xa72mza/mxeJBBYC/9iQSAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBB8B/OsUkDHrWeWAAAAAElFTkSuQmCC\">\n",
       "\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#descriptives-1650822484619344941,#minihistogram-1650822484619344941\"\n",
       "       aria-expanded=\"false\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"row collapse col-md-12\" id=\"descriptives-1650822484619344941\">\n",
       "    <ul class=\"nav nav-tabs\" role=\"tablist\">\n",
       "        <li role=\"presentation\" class=\"active\"><a href=\"#quantiles-1650822484619344941\"\n",
       "                                                  aria-controls=\"quantiles-1650822484619344941\" role=\"tab\"\n",
       "                                                  data-toggle=\"tab\">Statistics</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#histogram-1650822484619344941\" aria-controls=\"histogram-1650822484619344941\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Histogram</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#common-1650822484619344941\" aria-controls=\"common-1650822484619344941\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Common Values</a></li>\n",
       "        <li role=\"presentation\"><a href=\"#extreme-1650822484619344941\" aria-controls=\"extreme-1650822484619344941\"\n",
       "                                   role=\"tab\" data-toggle=\"tab\">Extreme Values</a></li>\n",
       "\n",
       "    </ul>\n",
       "\n",
       "    <div class=\"tab-content\">\n",
       "        <div role=\"tabpanel\" class=\"tab-pane active row\" id=\"quantiles-1650822484619344941\">\n",
       "            <div class=\"col-md-4 col-md-offset-1\">\n",
       "                <p class=\"h4\">Quantile statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Minimum</th>\n",
       "                        <td>12</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>5-th percentile</th>\n",
       "                        <td>180</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q1</th>\n",
       "                        <td>360</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Median</th>\n",
       "                        <td>360</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Q3</th>\n",
       "                        <td>360</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>95-th percentile</th>\n",
       "                        <td>360</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Maximum</th>\n",
       "                        <td>480</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Range</th>\n",
       "                        <td>468</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Interquartile range</th>\n",
       "                        <td>0</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "            <div class=\"col-md-4 col-md-offset-2\">\n",
       "                <p class=\"h4\">Descriptive statistics</p>\n",
       "                <table class=\"stats indent\">\n",
       "                    <tr>\n",
       "                        <th>Standard deviation</th>\n",
       "                        <td>65.12</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Coef of variation</th>\n",
       "                        <td>0.19041</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Kurtosis</th>\n",
       "                        <td>6.6735</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Mean</th>\n",
       "                        <td>342</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>MAD</th>\n",
       "                        <td>37.62</td>\n",
       "                    </tr>\n",
       "                    <tr class=\"\">\n",
       "                        <th>Skewness</th>\n",
       "                        <td>-2.3624</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Sum</th>\n",
       "                        <td>205200</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Variance</th>\n",
       "                        <td>4240.7</td>\n",
       "                    </tr>\n",
       "                    <tr>\n",
       "                        <th>Memory size</th>\n",
       "                        <td>4.9 KiB</td>\n",
       "                    </tr>\n",
       "                </table>\n",
       "            </div>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-8 col-md-offset-2\" id=\"histogram-1650822484619344941\">\n",
       "            <img 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jAydOXNGN954o9atW6fevXursrJSERERLdZ5JSQkqKamRpJUU1OjhISEgOOxsbGKiIhw%2BlxKXl6efvOb31xzrQAAoHMI2TVYF0pMTPxO4UqSbr/9dlVWVqqsrExPPPGEJk6cqD179ly2vzFGLpfL2b/w35frc7F58%2BbJ5/M5W1VV1XeqHQAAdEwhG7COHTumn//857r55pvVrVs3RUREBGytFRERoR/96EcaMGCA8vLy1L9/f73wwgvyer1qbGxUXV1dQP/a2lpn1srr9baYqaqrq1NTU1OLma0Lud1u55OL5zcAAHD9CNm3CCdNmqS//OUv%2Bqd/%2BiclJiZeccboWhhj5Pf7lZ6erq5du6qoqEgPPfSQJKm6ulq7du3SkiVLJH17z62FCxequrpaiYmJkqTCwkK53W6lp6dbqQcAAHQ%2BIRuwNm7cqI0bN%2BrOO%2B/8zud45plnNHr0aKWkpKihoUH5%2Bfn6/PPPVVBQII/Ho8mTJ2vOnDnq0aOHunfvrrlz56pv377OpwozMzPVu3dv5eTkaOnSpfrmm280d%2B5cTZkyhVkpAABwWSEbsJKTk7/3rNXRo0eVk5Oj6upqeTwe9evXTwUFBXrwwQclSc8//7zCw8P10EMP6fTp0xo%2BfLjWrFmjsLAwSVJYWJjWr1%2BvadOm6e6771ZkZKSys7NbfZsIAABwfXIZY0ywi7iUgoICvfDCC1q9erWSk5ODXc73Ul9fL4/HI5/Px8wXAFxgwPyCYJdwTcoXjgp2CbgGwXz9DdkZrJycHDU0NOiWW25RTEyMunbtGnC8trY2SJUBAABcWcgGrMWLFwe7BAAAgO8kZAPW5MmTg10CAADAdxKy98GSpL/%2B9a9asGCBcnJynLcECwsLtXfv3iBXBgAAcHkhG7A2bdqkPn36qLi4WO%2B%2B%2B65OnjwpSdq2bZt%2B/etfB7k6AACAywvZgPXP//zPWrBggT777LOAO7cPGzZMZWVlQawMAADgykI2YO3YsUP/8A//0KI9Pj5ex44dC0JFAAAArROyAeumm25q8T2AklRZWakf/OAHQagIAACgdUI2YD3yyCN6%2BumndezYMeeO7l988YXmzp2rRx99NMjVAQAAXF7IBqxFixbJ6/UqMTFRJ0%2BeVO/evTVkyBANHDhQ//Iv/xLs8gAAAC4rZO%2BDFRERoXfeeUf/8z//o23btuncuXO666679OMf/zjYpQEAAFxRyAas82677TbddtttwS4DAACg1UI2YD322GNXPP7KK6%2B0UyUAAADXJmQDVnV1dcB%2BU1OTdu/erYaGBt13331BqgoAAODqQjZg/elPf2rRdvbsWT3xxBO64447glARAABA64TspwgvJTw8XHPnztXSpUuDXQoAAMBldaiAJUkHDhxQU1NTsMsAAAC4rJB9i/Cpp54K2DfGqLq6Wh999JEmTJgQpKoAAACuLmQDVmlpacB%2Bly5d1LNnTy1evFhTpkwJUlUAAABXF7IBa9OmTcEuAQAA4DvpcGuwAAAAQl3IzmANHDjQ%2BZLnq9myZUsbVwMAANB6IRuwHnjgAb388su67bbblJGRIUkqKyvTvn379Pjjj8vtdge5QgAAgEsL2YB14sQJTZ8%2BXYsWLQponz9/vo4eParf//73QaoMAADgykJ2Dda7776rn//85y3aJ02apPfeey8IFQEAALROyAYst9utkpKSFu0lJSW8PQgAAEJayL5FOGvWLE2dOlXbt2/X4MGDJX27Bmv16tV65plnglwdAADA5YVswJo/f75SU1P1wgsv6LXXXpMk3XHHHVq9erWys7ODXB0AAMDlhWzAkqTs7GzCFAAA6HBCdg2WJNXX12vNmjX69a9/rbq6OknSf/3Xf6m6ujrIlQEAAFxeyM5g7dq1SyNGjNANN9ygqqoqTZo0SbGxsXr33Xd1%2BPBhrV27NtglAgAAXFLIzmD96le/UnZ2tv7yl7%2BoW7duTvuYMWO0cePGIFYGAABwZSE7g7V161atWrWqxdfl/OAHP%2BAtQgAAENJCdgYrIiJCJ0%2BebNG%2Bf/9%2BxcXFBaEiAACA1gnZgDVu3Dj967/%2Bq86ePStJcrlc%2Buqrr/T0009r/PjxQa4OAADg8kI2YC1btkxHjhyR1%2BvV6dOnNWzYMP3whz9Ut27dWnw/IQAAQCgJ2TVYHo9HJSUlKioq0rZt23Tu3DndddddGjlyZIt1WQAAAKEkJANWU1OT/vZv/1YvvfSSMjMzlZmZGeySAAAAWi0k3yLs2rWrtm/fzkwVAADokEIyYEnSo48%2Bqtdffz3YZQAAAFyzkHyL8LyVK1dqw4YNGjBggKKiogKOLVmyJEhVAQAAXFnIBqyKigr169dPkrRjx46AY7x1CAAAQlnIBawDBw4oNTVVmzZtCnYpAAAA30nIrcHq1auXjh075uw//PDDOnr0aBArAgAAuDYhF7CMMQH7H3/8sU6dOhWkagAAAK5dyAUsAACAji7kApbL5WqxiJ1F7QAAoCMJuUXuxhhNmjRJbrdbknTmzBlNnTq1xW0aPvjgg2CUBwAAcFUhN4M1ceJExcfHy%2BPxyOPx6NFHH1VSUpKzf35rjby8PA0cOFDR0dGKj4/XT3/6U%2B3bty%2Bgj9/v18yZMxUXF6eoqCiNGzdOhw8fDuhz6NAhjR07VlFRUYqLi9OsWbPU2Nho7ZoBAEDnEnIzWDbv3l5cXKzp06dr4MCBOnv2rObPn6/MzEzt2bPHmRHLzc3Vn/70J%2BXn56tHjx6aM2eOsrKyVFFRobCwMDU3N2vMmDHq2bOnNm/erK%2B//loTJ06UMUb/9m//Zq1WAADQebjMxR/b68SOHTum%2BPh4FRcX67777pPP51PPnj31xhtv6OGHH5YkHTlyRCkpKfr44481cuRIffLJJ8rKylJVVZWSkpIkSfn5%2BZo0aZJqa2sVExNz1Z9bX18vj8cjn8/Xqv4AcL0YML8g2CVck/KFo4JdAq5BMF9/Q%2B4twrbk8/kkSd27d5f07d3im5qalJmZ6fRJSkpSWlqaSkpKJEmlpaVKS0tzwpUkjRw5Un6/XxUVFe1YPQAA6ChC7i3CtmKM0ezZs3XPPfcoLS1NklRTU6OIiAjFxsYG9E1ISFBNTY3TJyEhIeB4bGysIiIinD4X8/v98vv9zn59fb3NSwEAACHuupnBmjFjhnbs2KE//vGPV%2B1rjAm4NcSlbhNxcZ8L5eXlBSzIT0lJ%2Be6FAwCADue6CFgzZ87URx99pM8%2B%2B0zJyclOu9frVWNjo%2Brq6gL619bWOrNWXq%2B3xUxVXV2dmpqaWsxsnTdv3jz5fD5nq6qqsnxFAAAglHXqgGWM0YwZM/TBBx/oz3/%2Bs1JTUwOOp6enq2vXrioqKnLaqqurtWvXLg0ZMkSSlJGRoV27dqm6utrpU1hYKLfbrfT09Ev%2BXLfbrZiYmIANAABcPzr1Gqzp06fr7bff1n/8x38oOjramYnyeDyKjIyUx%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%2B/fXypUrL3l8yZIlWr58uVauXKmtW7fK6/XqwQcfVENDg9MnOztblZWVKigoUEFBgSorK5WTk9NelwAAADqg8GAX0JZGjx6t0aNHX/KYMUYrVqzQ/PnzNX78eEnS2rVrlZCQoLfffluPP/649u7dq4KCApWVlWnQoEGSpNWrVysjI0P79u3T7bff3m7XAgAAOo5OPYN1JQcPHlRNTY0yMzOdNrfbrfvvv18lJSWSpNLSUnk8HidcSdLgwYPl8XicPpfi9/tVX18fsAEAgOvHdRuwampqJEkJCQkB7QkJCc6xmpoaxcfHt3hsfHy80%2BdS8vLynDVbHo9HKSkpFisHAACh7roNWOe5XK6AfWNMQNvFxy/V52Lz5s2Tz%2BdztqqqKnsFAwCAkNep12BdidfrlfTtLFViYqLTXltb68xqeb1eHT16tMVjjx071mLm60Jut1tut9tyxQAAoKO4bmewUlNT5fV6VVRU5LQ1NjaquLhYQ4YMkSRlZGTI5/Npy5YtTp8vvvhCPp/P6QMAAHCxTj2DdfLkSf3v//6vs3/w4EFVVlaqe/fuuvnmm5Wbm6tFixapV69e6tWrlxYtWqQbbrhB2dnZkqQ77rhDo0aN0pQpU/Tyyy9Lkh577DFlZWXxCUIAAHBZnTpglZeX64EHHnD2Z8%2BeLUmaOHGi1qxZo6eeekqnT5/WtGnTVFdXp0GDBqmwsFDR0dHOY9566y3NmjXL%2BbThuHHjLntfLQAAAElyGWNMsIvo7Orr6%2BXxeOTz%2BRQTExPscgAgZAyYXxDsEq5J%2BcJRwS4B1yCYr7/X7RosAACAtkLAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYFl4sAsAYMeA%2BQXBLqHVyheOCnYJANCmmMECAACwjIAFAABgGQELAADAMgIWAACAZQQsAAAAywhYAAAAlhGwAAAALCNgAQAAWEbAAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFgWHuwCAABA2xgwvyDYJbRa%2BcJRwS7BKgIWAHQyHelFFeiseIsQAADAMgIWAACAZQQsAAAAy1iD1UovvfSSli5dqurqavXp00crVqzQvffeG%2ByyOpSOti6ksy24BAC0H2awWuGdd95Rbm6u5s%2Bfr%2B3bt%2Bvee%2B/V6NGjdejQoWCXBgAAQhAzWK2wfPlyTZ48Wb/85S8lSStWrNCnn36qVatWKS8vL6i1dbRZoY6EsW07HW1smc0EcK0IWFfR2NioiooKPf300wHtmZmZKikpueRj/H6//H6/s%2B/z%2BSRJ9fX11utr9p%2Byfk4Agdri/25b4nmh7fC30HbaYmzPn9MYY/3cV0PAuorjx4%2BrublZCQkJAe0JCQmqqam55GPy8vL0m9/8pkV7SkpKm9QIoG15lgW7AoQK/hbaTluObUNDgzweT9v9gEsgYLWSy%2BUK2DfGtGg7b968eZo9e7azf%2B7cOX3zzTfq0aPHZR9zXn19vVJSUlRVVaWYmJjvXziuijFvf4x5%2B2PMg4Nxb38Xjnl0dLQaGhqUlJTU7nUQsK4iLi5OYWFhLWaramtrW8xqned2u%2BV2uwPabrrppmv6uTExMfxnbGeMeftjzNsfYx4cjHv7Oz/m7T1zdR6fIryKiIgIpaenq6ioKKC9qKhIQ4YMCVJVAAAglDGD1QqzZ89WTk6OBgwYoIyMDL3yyis6dOiQpk6dGuzSAABACApbsGDBgmAXEerS0tLUo0cPLVq0SM8995xOnz6tN954Q/3792%2BTnxcWFqahQ4cqPJz8214Y8/bHmLc/xjw4GPf2Fwpj7jLB%2BOwiAABAJ8YaLAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAohL730klJTU9WtWzelp6dr06ZNwS6pw9q4caPGjh2rpKSJ%2B9XEAAAH7klEQVQkuVwuffjhhwHHjTFasGCBkpKSFBkZqaFDh2r37t0Bferq6pSTkyOPxyOPx6OcnBydOHGiPS%2BjQ8nLy9PAgQMVHR2t%2BPh4/fSnP9W%2BffsC%2Bvj9fs2cOVNxcXGKiorSuHHjdPjw4YA%2Bhw4d0tixYxUVFaW4uDjNmjVLjY2N7XkpHcaqVavUr18/54aKGRkZ%2BuSTT5zjjHfby8vLk8vlUm5urtPGuNu3YMECuVyugM3r9TrHQ/E5nYAVIt555x3l5uZq/vz52r59u%2B69916NHj1ahw4dCnZpHdKpU6fUv39/rVy58pLHlyxZouXLl2vlypXaunWrvF6vHnzwQTU0NDh9srOzVVlZqYKCAhUUFKiyslI5OTntdQkdTnFxsaZPn66ysjIVFRXp7NmzyszM1KlT///LZnNzc7Vu3Trl5%2Bdr8%2BbNOnnypLKystTc3CxJam5u1pgxY3Tq1Clt3rxZ%2Bfn5ev/99zVnzpxgXVZIS05O1uLFi1VeXq7y8nINGzZMP/nJT5wXFsa7bW3dulWvvPKK%2BvXrF9DOuLeNPn36qLq62tl27tzpHAvJ53SDkPA3f/M3ZurUqQFtP/7xj83TTz8dpIo6D0lm3bp1zv65c%2BeM1%2Bs1ixcvdtrOnDljPB6P%2Bfd//3djjDF79uwxkkxZWZnTp7S01Egy//3f/91%2BxXdgtbW1RpIpLi42xhhz4sQJ07VrV5Ofn%2B/0%2Beqrr0yXLl1MQUGBMcaYjz/%2B2HTp0sV89dVXTp8//vGPxu12G5/P174X0EHFxsaa3//%2B94x3G2toaDC9evUyRUVF5v777zdPPvmkMYa/87by7LPPmv79%2B1/yWKg%2BpzODFQIaGxtVUVGhzMzMgPbMzEyVlJQEqarO6%2BDBg6qpqQkYb7fbrfvvv98Z79LSUnk8Hg0aNMjpM3jwYHk8Hn4nreTz%2BSRJ3bt3lyRVVFSoqakpYNyTkpKUlpYWMO5paWkBX8w6cuRI%2Bf1%2BVVRUtGP1HU9zc7Py8/N16tQpZWRkMN5tbPr06RozZoxGjBgR0M64t539%2B/crKSlJqampeuSRR3TgwAFJofuczm1lQ8Dx48fV3Nzc4sujExISWnzJNL6/82N6qfH%2B8ssvnT7x8fEtHhsfH8/vpBWMMZo9e7buuecepaWlSfp2TCMiIhQbGxvQ98K/85qamha/l9jYWEVERDDul7Fz505lZGTozJkzuvHGG7Vu3Tr17t1blZWVjHcbyc/PV0VFhcrLy1sc4%2B%2B8bQwaNEh/%2BMMfdNttt%2Bno0aP67W9/qyFDhmj37t0h%2B5xOwAohLpcrYN8Y06IN9lxtvC819vxOWmfGjBnasWOHNm/efNW%2BjPv3c/vtt6uyslInTpzQ%2B%2B%2B/r4kTJ6q4uPiy/Rnv76eqqkpPPvmkCgsL1a1bt1Y/jnH/fkaPHu38u2/fvsrIyNCtt96qtWvXavDgwZJC7zmdtwhDQFxcnMLCwlqk6Nra2haJHN/f%2BU%2BeXGm8vV6vjh492uKxx44d43dyFTNnztRHH32kzz77TMnJyU671%2BtVY2Oj6urqAvpfPO4X/17q6urU1NTEuF9GRESEfvSjH2nAgAHKy8tT//799cILLzDebaSiokK1tbVKT09XeHi4wsPDVVxcrBdffFHh4eFKSEhg3NtBVFSU%2Bvbtq/3794fsczoBKwREREQoPT1dRUVFAe1FRUUaMmRIkKrqvFJTU%2BX1egPGu7GxUcXFxc54Z2RkyOfzacuWLU6fL774Qj6fj9/JZRhjNGPGDH3wwQf685//rNTU1IDj6enp6tq1a8C4V1dXa9euXQHjvmvXLlVXVzt9CgsL5Xa7lZ6e3j4X0sEZY%2BT3%2BxnvNjJ8%2BHDt3LlTlZWVzjZgwABNmDDB%2BTfj3vb8fr/27t2rxMTE0H1Ob5Ol87hm%2Bfn5pmvXrubVV181e/bsMbm5uSYqKsr89a9/DXZpHVJDQ4PZvn272b59u5Fkli9fbrZv326%2B/PJLY4wxixcvNh6Px3zwwQdm586d5mc/%2B5lJTEw09fX1zjlGjRpl%2BvXrZ0pLS01paanp27evycrKCtYlhbwnnnjCeDwe8/nnn5vq6mpn%2B7//%2Bz%2Bnz9SpU01ycrLZsGGD2bZtmxk2bJjp37%2B/OXv2rDHGmLNnz5q0tDQzfPhws23bNrNhwwaTnJxsZsyYEazLCmnz5s0zGzduNAcPHjQ7duwwzzzzjOnSpYspLCw0xjDe7eXCTxEaw7i3hTlz5pjPP//cHDhwwJSVlZmsrCwTHR3tvEaG4nM6ASuE/O53vzO33HKLiYiIMHfddZfz8XZcu88%2B%2B8xIarFNnDjRGPPtx3qfffZZ4/V6jdvtNvfdd5/ZuXNnwDm%2B/vprM2HCBBMdHW2io6PNhAkTTF1dXRCupmO41HhLMq%2B//rrT5/Tp02bGjBmme/fuJjIy0mRlZZlDhw4FnOfLL780Y8aMMZGRkaZ79%2B5mxowZ5syZM%2B18NR3DL37xC%2Bc5o2fPnmb48OFOuDKG8W4vFwcsxt2%2Bhx9%2B2CQmJpquXbuapKQkM378eLN7927neCg%2Bp7uMMaZt5sYAAACuT6zBAgAAsIyABQAAYBkBCwAAwDICFgAAgGUELAAAAMsIWAAAAJYRsAAAACwjYAEAAFhGwAIAALCMgAUAAGAZAQsAAMAyAhYAAIBlBCwAAADLCFgAAACWEbAAAAAsI2ABAABYRsACAACwjIAFAABg2f8DOWXQqt6Q94wAAAAASUVORK5CYII%3D\"/>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\" id=\"common-1650822484619344941\">\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">360.0</td>\n",
       "        <td class=\"number\">512</td>\n",
       "        <td class=\"number\">83.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">180.0</td>\n",
       "        <td class=\"number\">44</td>\n",
       "        <td class=\"number\">7.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">480.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">2.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">300.0</td>\n",
       "        <td class=\"number\">13</td>\n",
       "        <td class=\"number\">2.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">84.0</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">240.0</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">120.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">36.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">60.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">12.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">14</td>\n",
       "        <td class=\"number\">2.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "        <div role=\"tabpanel\" class=\"tab-pane col-md-12\"  id=\"extreme-1650822484619344941\">\n",
       "            <p class=\"h4\">Minimum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">12.0</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:25%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">36.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">60.0</td>\n",
       "        <td class=\"number\">2</td>\n",
       "        <td class=\"number\">0.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:50%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">84.0</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">120.0</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:75%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "            <p class=\"h4\">Maximum 5 values</p>\n",
       "            \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">180.0</td>\n",
       "        <td class=\"number\">44</td>\n",
       "        <td class=\"number\">7.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:9%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">240.0</td>\n",
       "        <td class=\"number\">4</td>\n",
       "        <td class=\"number\">0.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">300.0</td>\n",
       "        <td class=\"number\">13</td>\n",
       "        <td class=\"number\">2.1%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">360.0</td>\n",
       "        <td class=\"number\">512</td>\n",
       "        <td class=\"number\">83.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">480.0</td>\n",
       "        <td class=\"number\">15</td>\n",
       "        <td class=\"number\">2.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:3%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "        </div>\n",
       "    </div>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Loan_ID\">Loan_ID<br/>\n",
       "            <small>Categorical, Unique</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3 collapse in\" id=\"minivalues-1119172799547148931\"><table border=\"1\" class=\"dataframe example_values\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>First 3 values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table></div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minivalues-1119172799547148931\"><table border=\"1\" class=\"dataframe example_values\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Last 3 values</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table></div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#values-1119172799547148931,#minivalues-1119172799547148931\" aria-expanded=\"false\"\n",
       "       aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 collapse\" id=\"values-1119172799547148931\">\n",
       "    <p class=\"h4\">First 10 values</p>\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP001002</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP001003</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP001005</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP001006</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP001008</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "    <p class=\"h4\">Last 10 values</p>\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP002978</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP002979</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP002983</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP002984</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">LP002990</td>\n",
       "        <td class=\"number\">1</td>\n",
       "        <td class=\"number\">0.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Loan_Status\">Loan_Status<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>2</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.3%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8596217517399932909\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>Y</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 68.7%\">\n",
       "            422\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>N</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:46%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 31.3%\">\n",
       "            192\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8596217517399932909, #minifreqtable-8596217517399932909\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8596217517399932909\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Y</td>\n",
       "        <td class=\"number\">422</td>\n",
       "        <td class=\"number\">68.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">N</td>\n",
       "        <td class=\"number\">192</td>\n",
       "        <td class=\"number\">31.3%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:46%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Married\">Married<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.5%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.5%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-3982978064559151353\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>Yes</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 64.8%\">\n",
       "            398\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>No</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:53%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 34.7%\">\n",
       "            213\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:1%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 0.5%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        3\n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-3982978064559151353, #minifreqtable-3982978064559151353\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-3982978064559151353\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Yes</td>\n",
       "        <td class=\"number\">398</td>\n",
       "        <td class=\"number\">64.8%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">No</td>\n",
       "        <td class=\"number\">213</td>\n",
       "        <td class=\"number\">34.7%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:53%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">3</td>\n",
       "        <td class=\"number\">0.5%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:1%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Property_Area\">Property_Area<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.5%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>0.0%</td>\n",
       "        </tr>\n",
       "        <tr class=\"ignore\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>0</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable-8588206405269488697\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>Semiurban</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 37.9%\">\n",
       "            233\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Urban</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:86%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 32.9%\">\n",
       "            202\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Rural</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:77%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 29.2%\">\n",
       "            179\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable-8588206405269488697, #minifreqtable-8588206405269488697\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable-8588206405269488697\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">Semiurban</td>\n",
       "        <td class=\"number\">233</td>\n",
       "        <td class=\"number\">37.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Urban</td>\n",
       "        <td class=\"number\">202</td>\n",
       "        <td class=\"number\">32.9%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:86%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Rural</td>\n",
       "        <td class=\"number\">179</td>\n",
       "        <td class=\"number\">29.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:77%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div><div class=\"row variablerow\">\n",
       "    <div class=\"col-md-3 namecol\">\n",
       "        <p class=\"h4 pp-anchor\" id=\"pp_var_Self_Employed\">Self_Employed<br/>\n",
       "            <small>Categorical</small>\n",
       "        </p>\n",
       "    </div><div class=\"col-md-3\">\n",
       "    <table class=\"stats \">\n",
       "        <tr class=\"\">\n",
       "            <th>Distinct count</th>\n",
       "            <td>3</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <th>Unique (%)</th>\n",
       "            <td>0.5%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (%)</th>\n",
       "            <td>5.2%</td>\n",
       "        </tr>\n",
       "        <tr class=\"alert\">\n",
       "            <th>Missing (n)</th>\n",
       "            <td>32</td>\n",
       "        </tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-6 collapse in\" id=\"minifreqtable5338763129093570828\">\n",
       "    <table class=\"mini freq\">\n",
       "        <tr class=\"\">\n",
       "    <th>No</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:100%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 81.4%\">\n",
       "            500\n",
       "        </div>\n",
       "        \n",
       "    </td>\n",
       "</tr><tr class=\"\">\n",
       "    <th>Yes</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:17%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 13.4%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        82\n",
       "    </td>\n",
       "</tr><tr class=\"missing\">\n",
       "    <th>(Missing)</th>\n",
       "    <td>\n",
       "        <div class=\"bar\" style=\"width:7%\" data-toggle=\"tooltip\" data-placement=\"right\" data-html=\"true\"\n",
       "             data-delay=500 title=\"Percentage: 5.2%\">\n",
       "            &nbsp;\n",
       "        </div>\n",
       "        32\n",
       "    </td>\n",
       "</tr>\n",
       "    </table>\n",
       "</div>\n",
       "<div class=\"col-md-12 text-right\">\n",
       "    <a role=\"button\" data-toggle=\"collapse\" data-target=\"#freqtable5338763129093570828, #minifreqtable5338763129093570828\"\n",
       "       aria-expanded=\"true\" aria-controls=\"collapseExample\">\n",
       "        Toggle details\n",
       "    </a>\n",
       "</div>\n",
       "<div class=\"col-md-12 extrapadding collapse\" id=\"freqtable5338763129093570828\">\n",
       "    \n",
       "<table class=\"freq table table-hover\">\n",
       "    <thead>\n",
       "    <tr>\n",
       "        <td class=\"fillremaining\">Value</td>\n",
       "        <td class=\"number\">Count</td>\n",
       "        <td class=\"number\">Frequency (%)</td>\n",
       "        <td style=\"min-width:200px\">&nbsp;</td>\n",
       "    </tr>\n",
       "    </thead>\n",
       "    <tr class=\"\">\n",
       "        <td class=\"fillremaining\">No</td>\n",
       "        <td class=\"number\">500</td>\n",
       "        <td class=\"number\">81.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:100%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"\">\n",
       "        <td class=\"fillremaining\">Yes</td>\n",
       "        <td class=\"number\">82</td>\n",
       "        <td class=\"number\">13.4%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:17%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr><tr class=\"missing\">\n",
       "        <td class=\"fillremaining\">(Missing)</td>\n",
       "        <td class=\"number\">32</td>\n",
       "        <td class=\"number\">5.2%</td>\n",
       "        <td>\n",
       "            <div class=\"bar\" style=\"width:7%\">&nbsp;</div>\n",
       "        </td>\n",
       "</tr>\n",
       "</table>\n",
       "</div>\n",
       "</div>\n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Correlations</h1>\n",
       "    </div>\n",
       "    \n",
       "    <div class=\"row headerrow highlight\">\n",
       "        <h1>Sample</h1>\n",
       "    </div>\n",
       "    <div class=\"row variablerow\">\n",
       "    <div class=\"col-md-12\" style=\"overflow:scroll; width: 100%%; overflow-y: hidden;\">\n",
       "        <table border=\"1\" class=\"dataframe sample\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Loan_ID</th>\n",
       "      <th>Gender</th>\n",
       "      <th>Married</th>\n",
       "      <th>Dependents</th>\n",
       "      <th>Education</th>\n",
       "      <th>Self_Employed</th>\n",
       "      <th>ApplicantIncome</th>\n",
       "      <th>CoapplicantIncome</th>\n",
       "      <th>LoanAmount</th>\n",
       "      <th>Loan_Amount_Term</th>\n",
       "      <th>Credit_History</th>\n",
       "      <th>Property_Area</th>\n",
       "      <th>Loan_Status</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>LP001002</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>No</td>\n",
       "      <td>5849</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Urban</td>\n",
       "      <td>Y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>LP001003</td>\n",
       "      <td>Male</td>\n",
       "      <td>Yes</td>\n",
       "      <td>1</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>No</td>\n",
       "      <td>4583</td>\n",
       "      <td>1508.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Rural</td>\n",
       "      <td>N</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>LP001005</td>\n",
       "      <td>Male</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>Yes</td>\n",
       "      <td>3000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Urban</td>\n",
       "      <td>Y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>LP001006</td>\n",
       "      <td>Male</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0</td>\n",
       "      <td>Not Graduate</td>\n",
       "      <td>No</td>\n",
       "      <td>2583</td>\n",
       "      <td>2358.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Urban</td>\n",
       "      <td>Y</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>LP001008</td>\n",
       "      <td>Male</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>Graduate</td>\n",
       "      <td>No</td>\n",
       "      <td>6000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Urban</td>\n",
       "      <td>Y</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "    </div>\n",
       "</div>\n",
       "</div>"
      ],
      "text/plain": [
       "<pandas_profiling.ProfileReport at 0x2bc94801a20>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "report "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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