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carsale_after_preprocessing.html
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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Profile report</title>
<meta name="description" content="Profile report generated by pandas-profiling. See GitHub.">
<meta name="author" content="pandas-profiling">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.3/jquery.min.js"></script>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css"
integrity="sha384-1q8mTJOASx8j1Au+a5WDVnPi2lkFfwwEAa8hDDdjZlpLegxhjVME1fgjWPGmkzs7" crossorigin="anonymous">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap-theme.min.css"
integrity="sha384-fLW2N01lMqjakBkx3l/M9EahuwpSfeNvV63J5ezn3uZzapT0u7EYsXMjQV+0En5r" crossorigin="anonymous">
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min.js" integrity="sha384-0mSbJDEHialfmuBBQP6A4Qrprq5OVfW37PRR3j5ELqxss1yVqOtnepnHVP9aJ7xS" crossorigin="anonymous"></script>
<script>
$(function () {
$('[data-toggle="tooltip"]').tooltip()
})
$("a[href^='#'].anchor").on('click', function(e) {
// prevent default anchor click behavior
e.preventDefault();
// store hash
var hash = this.hash;
// animate
$('html, body').animate({
scrollTop: $(hash).offset().top
}, 300, function(){
// when done, add hash to url
// (default click behaviour)
window.location.hash = hash;
});
});
</script>
</head>
<body>
<meta charset="UTF-8">
<style>
.variablerow {
border: 1px solid #e1e1e8;
border-top: hidden;
padding-top: 2em;
padding-bottom: 2em;
padding-left: 1em;
padding-right: 1em;
}
.headerrow {
border: 1px solid #e1e1e8;
background-color: #f5f5f5;
padding: 2em;
}
.namecol {
margin-top: -1em;
overflow-x: auto;
}
.dl-horizontal dt {
text-align: left;
padding-right: 1em;
white-space: normal;
}
.dl-horizontal dd {
margin-left: 0;
}
.ignore {
opacity: 0.4;
}
.container.pandas-profiling {
max-width:975px;
}
.col-md-12 {
padding-left: 2em;
}
.indent {
margin-left: 1em;
}
.center-img {
margin-left: auto !important;
margin-right: auto !important;
display: block;
}
/* Table example_values */
table.example_values {
border: 0;
}
.example_values th {
border: 0;
padding: 0 ;
color: #555;
font-weight: 600;
}
.example_values tr, .example_values td{
border: 0;
padding: 0;
color: #555;
}
/* STATS */
table.stats {
border: 0;
}
.stats th {
border: 0;
padding: 0 2em 0 0;
color: #555;
font-weight: 600;
}
.stats tr {
border: 0;
}
.stats td{
color: #555;
padding: 1px;
border: 0;
}
/* Sample table */
table.sample {
border: 0;
margin-bottom: 2em;
margin-left:1em;
}
.sample tr {
border:0;
}
.sample td, .sample th{
padding: 0.5em;
white-space: nowrap;
border: none;
}
.sample thead {
border-top: 0;
border-bottom: 2px solid #ddd;
}
.sample td {
width:100%;
}
/* There is no good solution available to make the divs equal height and then center ... */
.histogram {
margin-top: 3em;
}
/* Freq table */
table.freq {
margin-bottom: 2em;
border: 0;
}
table.freq th, table.freq tr, table.freq td {
border: 0;
padding: 0;
}
.freq thead {
font-weight: 600;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
td.fillremaining{
width:auto;
max-width: none;
}
td.number, th.number {
text-align:right ;
}
/* Freq mini */
.freq.mini td{
width: 50%;
padding: 1px;
font-size: 12px;
}
table.freq.mini {
width:100%;
}
.freq.mini th {
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
max-width: 5em;
font-weight: 400;
text-align:right;
padding-right: 0.5em;
}
.missing {
color: #a94442;
}
.alert, .alert > th, .alert > td {
color: #a94442;
}
/* Bars in tables */
.freq .bar{
float: left;
width: 0;
height: 100%;
line-height: 20px;
color: #fff;
text-align: center;
background-color: #337ab7;
border-radius: 3px;
margin-right: 4px;
}
.other .bar {
background-color: #999;
}
.missing .bar{
background-color: #a94442;
}
.tooltip-inner {
width: 100%;
white-space: nowrap;
text-align:left;
}
.extrapadding{
padding: 2em;
}
.pp-anchor{
}
</style>
<div class="container pandas-profiling">
<div class="row headerrow highlight">
<h1>Overview</h1>
</div>
<div class="row variablerow">
<div class="col-md-6 namecol">
<p class="h4">Dataset info</p>
<table class="stats" style="margin-left: 1em;">
<tbody>
<tr>
<th>Number of variables</th>
<td>11 </td>
</tr>
<tr>
<th>Number of observations</th>
<td>9463 </td>
</tr>
<tr>
<th>Total Missing (%)</th>
<td>0.0% </td>
</tr>
<tr>
<th>Total size in memory</th>
<td>813.3 KiB </td>
</tr>
<tr>
<th>Average record size in memory</th>
<td>88.0 B </td>
</tr>
</tbody>
</table>
</div>
<div class="col-md-6 namecol">
<p class="h4">Variables types</p>
<table class="stats" style="margin-left: 1em;">
<tbody>
<tr>
<th>Numeric</th>
<td>5 </td>
</tr>
<tr>
<th>Categorical</th>
<td>6 </td>
</tr>
<tr>
<th>Boolean</th>
<td>0 </td>
</tr>
<tr>
<th>Date</th>
<td>0 </td>
</tr>
<tr>
<th>Text (Unique)</th>
<td>0 </td>
</tr>
<tr>
<th>Rejected</th>
<td>0 </td>
</tr>
<tr>
<th>Unsupported</th>
<td>0 </td>
</tr>
</tbody>
</table>
</div>
<div class="col-md-12" style="padding-left: 1em;">
<p class="h4">Warnings</p>
<ul class="list-unstyled"><li><a href="#pp_var_car"><code>car</code></a> has a high cardinality: 87 distinct values <span class="label label-warning">Warning</span></li><li><a href="#pp_var_model"><code>model</code></a> has a high cardinality: 888 distinct values <span class="label label-warning">Warning</span></li> </ul>
</div>
</div>
<div class="row headerrow highlight">
<h1>Variables</h1>
</div>
<div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_body">body<br/>
<small>Categorical</small>
</p>
</div><div class="col-md-3">
<table class="stats ">
<tr class="">
<th>Distinct count</th>
<td>6</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>0.1%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-md-6 collapse in" id="minifreqtable5345365008047226173">
<table class="mini freq">
<tr class="">
<th>sedan</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 38.3%">
3622
</div>
</td>
</tr><tr class="">
<th>crossover</th>
<td>
<div class="bar" style="width:55%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 21.2%">
2007
</div>
</td>
</tr><tr class="">
<th>hatch</th>
<td>
<div class="bar" style="width:35%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 13.2%">
1248
</div>
</td>
</tr><tr class="other">
<th>Other values (3)</th>
<td>
<div class="bar" style="width:71%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 27.3%">
2586
</div>
</td>
</tr>
</table>
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#freqtable5345365008047226173, #minifreqtable5345365008047226173"
aria-expanded="true" aria-controls="collapseExample">
Toggle details
</a>
</div>
<div class="col-md-12 extrapadding collapse" id="freqtable5345365008047226173">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">sedan</td>
<td class="number">3622</td>
<td class="number">38.3%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">crossover</td>
<td class="number">2007</td>
<td class="number">21.2%</td>
<td>
<div class="bar" style="width:55%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">hatch</td>
<td class="number">1248</td>
<td class="number">13.2%</td>
<td>
<div class="bar" style="width:35%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">van</td>
<td class="number">1038</td>
<td class="number">11.0%</td>
<td>
<div class="bar" style="width:29%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">other</td>
<td class="number">829</td>
<td class="number">8.8%</td>
<td>
<div class="bar" style="width:23%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">vagon</td>
<td class="number">719</td>
<td class="number">7.6%</td>
<td>
<div class="bar" style="width:20%"> </div>
</td>
</tr>
</table>
</div>
</div><div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_car">car<br/>
<small>Categorical</small>
</p>
</div><div class="col-md-3">
<table class="stats ">
<tr class="alert">
<th>Distinct count</th>
<td>87</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>0.9%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-md-6 collapse in" id="minifreqtable-8685561132943543998">
<table class="mini freq">
<tr class="">
<th>Volkswagen</th>
<td>
<div class="bar" style="width:14%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 9.8%">
</div>
927
</td>
</tr><tr class="">
<th>Mercedes-Benz</th>
<td>
<div class="bar" style="width:13%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 9.4%">
</div>
885
</td>
</tr><tr class="">
<th>BMW</th>
<td>
<div class="bar" style="width:10%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 7.2%">
</div>
684
</td>
</tr><tr class="other">
<th>Other values (84)</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 73.6%">
6967
</div>
</td>
</tr>
</table>
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#freqtable-8685561132943543998, #minifreqtable-8685561132943543998"
aria-expanded="true" aria-controls="collapseExample">
Toggle details
</a>
</div>
<div class="col-md-12 extrapadding collapse" id="freqtable-8685561132943543998">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">Volkswagen</td>
<td class="number">927</td>
<td class="number">9.8%</td>
<td>
<div class="bar" style="width:24%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Mercedes-Benz</td>
<td class="number">885</td>
<td class="number">9.4%</td>
<td>
<div class="bar" style="width:23%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">BMW</td>
<td class="number">684</td>
<td class="number">7.2%</td>
<td>
<div class="bar" style="width:18%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Toyota</td>
<td class="number">529</td>
<td class="number">5.6%</td>
<td>
<div class="bar" style="width:14%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">VAZ</td>
<td class="number">488</td>
<td class="number">5.2%</td>
<td>
<div class="bar" style="width:13%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Renault</td>
<td class="number">467</td>
<td class="number">4.9%</td>
<td>
<div class="bar" style="width:12%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Audi</td>
<td class="number">456</td>
<td class="number">4.8%</td>
<td>
<div class="bar" style="width:12%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Opel</td>
<td class="number">399</td>
<td class="number">4.2%</td>
<td>
<div class="bar" style="width:11%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Skoda</td>
<td class="number">368</td>
<td class="number">3.9%</td>
<td>
<div class="bar" style="width:10%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Nissan</td>
<td class="number">364</td>
<td class="number">3.8%</td>
<td>
<div class="bar" style="width:10%"> </div>
</td>
</tr><tr class="other">
<td class="fillremaining">Other values (77)</td>
<td class="number">3896</td>
<td class="number">41.2%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr>
</table>
</div>
</div><div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_drive">drive<br/>
<small>Categorical</small>
</p>
</div><div class="col-md-3">
<table class="stats ">
<tr class="">
<th>Distinct count</th>
<td>3</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-md-6 collapse in" id="minifreqtable-4206631976513854462">
<table class="mini freq">
<tr class="">
<th>front</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 57.9%">
5482
</div>
</td>
</tr><tr class="">
<th>full</th>
<td>
<div class="bar" style="width:46%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 26.5%">
2507
</div>
</td>
</tr><tr class="">
<th>rear</th>
<td>
<div class="bar" style="width:27%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 15.6%">
1474
</div>
</td>
</tr>
</table>
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#freqtable-4206631976513854462, #minifreqtable-4206631976513854462"
aria-expanded="true" aria-controls="collapseExample">
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</a>
</div>
<div class="col-md-12 extrapadding collapse" id="freqtable-4206631976513854462">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">front</td>
<td class="number">5482</td>
<td class="number">57.9%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">full</td>
<td class="number">2507</td>
<td class="number">26.5%</td>
<td>
<div class="bar" style="width:46%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">rear</td>
<td class="number">1474</td>
<td class="number">15.6%</td>
<td>
<div class="bar" style="width:27%"> </div>
</td>
</tr>
</table>
</div>
</div><div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_engType">engType<br/>
<small>Categorical</small>
</p>
</div><div class="col-md-3">
<table class="stats ">
<tr class="">
<th>Distinct count</th>
<td>3</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-md-6 collapse in" id="minifreqtable-1301148282208313026">
<table class="mini freq">
<tr class="">
<th>Petrol</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 49.4%">
4676
</div>
</td>
</tr><tr class="">
<th>Diesel</th>
<td>
<div class="bar" style="width:65%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 32.3%">
3056
</div>
</td>
</tr><tr class="">
<th>Gas</th>
<td>
<div class="bar" style="width:37%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 18.3%">
1731
</div>
</td>
</tr>
</table>
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#freqtable-1301148282208313026, #minifreqtable-1301148282208313026"
aria-expanded="true" aria-controls="collapseExample">
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</a>
</div>
<div class="col-md-12 extrapadding collapse" id="freqtable-1301148282208313026">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">Petrol</td>
<td class="number">4676</td>
<td class="number">49.4%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Diesel</td>
<td class="number">3056</td>
<td class="number">32.3%</td>
<td>
<div class="bar" style="width:65%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Gas</td>
<td class="number">1731</td>
<td class="number">18.3%</td>
<td>
<div class="bar" style="width:37%"> </div>
</td>
</tr>
</table>
</div>
</div><div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_engV">engV<br/>
<small>Numeric</small>
</p>
</div><div class="col-md-6">
<div class="row">
<div class="col-sm-6">
<table class="stats ">
<tr>
<th>Distinct count</th>
<td>127</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>1.3%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
<tr class="ignore">
<th>Infinite (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Infinite (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-sm-6">
<table class="stats ">
<tr>
<th>Mean</th>
<td>2.6225</td>
</tr>
<tr>
<th>Minimum</th>
<td>0.1</td>
</tr>
<tr>
<th>Maximum</th>
<td>99.99</td>
</tr>
<tr class="ignore">
<th>Zeros (%)</th>
<td>0.0%</td>
</tr>
</table>
</div>
</div>
</div>
<div class="col-md-3 collapse in" id="minihistogram-2424987093089683855">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAMgAAABLCAYAAAA1fMjoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD%2BnaQAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4zLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvIxREBQAAAZxJREFUeJzt1zGO01AUhtHraFo7fRTvgkWwJ2pK9sMi2EWiLMAWBQV5FBCaQb80UvQ8Rue0lu59lt9XeGitterser3WPM%2B917Jzl8ulzudz150vXbf9MY5jVf1%2B4WmatjgCO7IsS83z/Pfe9LRJIMMwVFXVNE2vAvnw6eub5337/PEp5%2BJ9e9ybng7dN8KOCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAsHLFktba1VVtSzLq2c/f3x/87x/zeH/8fi%2Bj3vT0yaBrOtaVVXzPD9l3vHLU8bwzq3rWsfjsevOoW2Q5f1%2Br9vtVuM41jAMvdezM621Wte1TqdTHQ59/wo2CQT2wk86BAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAoFAIBAIBAKBQCAQCAQCgUAgEAgEAsEvUiRAcfImNfQAAAAASUVORK5CYII%3D">
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#descriptives-2424987093089683855,#minihistogram-2424987093089683855"
aria-expanded="false" aria-controls="collapseExample">
Toggle details
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</div>
<div class="row collapse col-md-12" id="descriptives-2424987093089683855">
<ul class="nav nav-tabs" role="tablist">
<li role="presentation" class="active"><a href="#quantiles-2424987093089683855"
aria-controls="quantiles-2424987093089683855" role="tab"
data-toggle="tab">Statistics</a></li>
<li role="presentation"><a href="#histogram-2424987093089683855" aria-controls="histogram-2424987093089683855"
role="tab" data-toggle="tab">Histogram</a></li>
<li role="presentation"><a href="#common-2424987093089683855" aria-controls="common-2424987093089683855"
role="tab" data-toggle="tab">Common Values</a></li>
<li role="presentation"><a href="#extreme-2424987093089683855" aria-controls="extreme-2424987093089683855"
role="tab" data-toggle="tab">Extreme Values</a></li>
</ul>
<div class="tab-content">
<div role="tabpanel" class="tab-pane active row" id="quantiles-2424987093089683855">
<div class="col-md-4 col-md-offset-1">
<p class="h4">Quantile statistics</p>
<table class="stats indent">
<tr>
<th>Minimum</th>
<td>0.1</td>
</tr>
<tr>
<th>5-th percentile</th>
<td>1.25</td>
</tr>
<tr>
<th>Q1</th>
<td>1.6</td>
</tr>
<tr>
<th>Median</th>
<td>2</td>
</tr>
<tr>
<th>Q3</th>
<td>2.5</td>
</tr>
<tr>
<th>95-th percentile</th>
<td>4.5</td>
</tr>
<tr>
<th>Maximum</th>
<td>99.99</td>
</tr>
<tr>
<th>Range</th>
<td>99.89</td>
</tr>
<tr>
<th>Interquartile range</th>
<td>0.9</td>
</tr>
</table>
</div>
<div class="col-md-4 col-md-offset-2">
<p class="h4">Descriptive statistics</p>
<table class="stats indent">
<tr>
<th>Standard deviation</th>
<td>5.9997</td>
</tr>
<tr>
<th>Coef of variation</th>
<td>2.2878</td>
</tr>
<tr>
<th>Kurtosis</th>
<td>235.39</td>
</tr>
<tr>
<th>Mean</th>
<td>2.6225</td>
</tr>
<tr>
<th>MAD</th>
<td>1.279</td>
</tr>
<tr class="">
<th>Skewness</th>
<td>15.06</td>
</tr>
<tr>
<th>Sum</th>
<td>24816</td>
</tr>
<tr>
<th>Variance</th>
<td>35.996</td>
</tr>
<tr>
<th>Memory size</th>
<td>74.0 KiB</td>
</tr>
</table>
</div>
</div>
<div role="tabpanel" class="tab-pane col-md-8 col-md-offset-2" id="histogram-2424987093089683855">
<img 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As2y5yX369OnKyspqsv21117TjBkzbJgRAACAObYE1u9//3v16dOnyfb4%2BHitW7fOhhkBAACYY0tgnTp1Su3atWuyPSwsTKdOnbJhRgAAAObYElg/%2BtGP9PHHHzfZ/vHHHys6OtqGGQEAAJhjy03uqampSk1N1Z///Gc99NBDkqTNmzdr4cKFWrRokR1TAgAAMMaWwEpJSdH58%2BeVnp6u3/72t5Kkzp07a8mSJfrlL39px5QAAACMsSWwJGnq1KmaOnWqysvLFRISoptvvtmuqQAAABhlW2Bd1LFjR7unAAAAYJQtN7mfPHlSTz75pG677TYFBwcrKCjI6wEAAODLbLmClZycrD/96U96%2Bumn1bFjR/n5%2BdkxDQAAgBZhS2Bt2bJFW7ZsUa9evex4eQAAgBZly1uEnTt35qoVAAC4btkSWK%2B%2B%2Bqrmzp2ro0eP2vHyAAAALcqWtwiTkpJUU1Oj22%2B/XWFhYQoMDPTaX1lZace0AAAAjLAlsF588UU7XhYAAKBV2BJY48ePt%2BNlAQAAWoUt92BJ0uHDhzV//nwlJSV53hLctGmT9u/fb9eUAAAAjLAlsLZu3ap77rlH%2Bfn5eu%2B993TmzBlJ0u7du/Xcc8/ZMSUAAABjbAms2bNna/78%2Bfr000%2B9Prn9oYceUmFhoR1TAgAAMMaWwPriiy/0T//0T022h4eH6%2BTJkzbMCAAAwBxbAuvmm29WRUVFk%2B0lJSXq1KmTDTMCAAAwx5bAevzxxzVnzhydPHnS84nun332mWbOnKmxY8faMSUAAABjbAms9PR0uVwudezYUWfOnFH37t3Vt29f9e7dW7/5zW/smBIAAIAxtnwOVlBQkNatW6eDBw9q9%2B7damxs1P3336%2BuXbvaMR0AAACjbAmsi%2B666y7ddddddk4BAADAOFsC65//%2BZ//6v4VK1a00kwAAADMsyWwysvLvX6ur6/X3r17VVNTowcffNCOKQEAABhjS2B98MEHTbZduHBBv/71r9WtWzcbZgQAAGCObd9F%2BH0BAQGaOXOmXn75ZbunAgAAcFWumcCSpK%2B%2B%2Bkr19fV2TwMAAOCq2PIW4axZs7x%2BtixL5eXl2rBhg8aMGWPHlAAAAIyxJbAKCgq8fr7pppt066236sUXX1RKSoodUwIAADDGlsDaunWrHS8LAADQKq6pe7AAAACuB7Zcwerdu7fnS54vZ8eOHS08GwAAALNsCax/%2BId/0L/927/prrvuUnx8vCSpsLBQBw4c0IQJE%2BRwOOyYFgAAgBG2BNbp06c1efJkpaene22fN2%2BeTpw4oX//93%2B3Y1oAAABG2HIP1nvvvacnn3yyyfbk5GT9/ve/t2FGAAAA5tgSWA6HQ9u3b2%2Byffv27bw9CAAAfJ4tbxFOmzZNEydOVHFxsfr06SPp23uwVq5cqWeeecaOKQEAABhjS2DNmzdP0dHR%2Btd//Ve9%2BeabkqRu3bpp5cqVSkxMtGNKAAAAxtgSWJKUmJhITAEAgOuSbR80Wl1drbffflvPPfecqqqqJEmff/65ysvL7ZoSAACAEbZcwSotLdUjjzyiNm3aqKysTMnJyWrXrp3ee%2B89HT16VKtWrbJjWgAAAEbYcgVr%2BvTpSkxM1J/%2B9CcFBwd7tg8fPlxbtmyxY0oAAADG2HIFa%2BfOnVq2bFmTr8vp1KkTbxECAACfZ8sVrKCgIJ05c6bJ9i%2B//FIdOnSwYUYAAADm2BJYo0aN0gsvvKALFy5Ikvz8/HTs2DHNmTNHo0ePtmNKAAAAxtgSWK%2B88oqOHz8ul8ulc%2BfO6aGHHlKXLl0UHBzc5PsJAQAAfI0t92A5nU5t375deXl52r17txobG3X//fdryJAhTe7LAgAA8DWtHlj19fUaNmyYXn/9dSUkJCghIaG1pwAAANCiWv0twsDAQBUXFxu/UpWRkSE/Pz%2BlpqZ6ttXW1mrq1Knq0KGD2rZtq1GjRuno0aNezzty5IhGjhyptm3bqkOHDpo2bZrq6uq8xuTn5ys2NlbBwcHq0qWLli9fbnTuAADg%2BmLLPVhjx47VW2%2B9Zex4O3fu1IoVK9SzZ0%2Bv7ampqcrJyVF2dra2bdumM2fOaMSIEWpoaJAkNTQ0aPjw4Tp79qy2bdum7Oxsvf/%2B%2B5oxY4bnGIcOHdKwYcM0YMAAFRcX65lnntG0adP0/vvvG5s/AAC4vtj2XYRZWVn65JNPFBcXp7Zt23rtW7hwYbOPc%2BbMGY0ZM0YrV67Uv/zLv3i2u91uvfHGG3rnnXf0yCOPSJJWr16tqKgoffLJJxoyZIg2bdqkffv2qaysTJGRkZK%2BvQE/OTlZCxYsUFhYmJYvX67bbrtNixcvlvTtl1Lv2rVLixYt0k9/%2BtOrXQYAAHAdsuUKVlFRkXr27KmgoCB98cUXKigo8DwKCwv/pmNNnjxZw4cP90TUd1%2Bjvr7e6x6vyMhIxcTEaPv27ZKkgoICxcTEeOJKkoYMGaLa2loVFRV5xnz/PrEhQ4Zo165dqq%2Bvv%2BScamtrVV1d7fUAAAA3jla9gvXVV18pOjpaW7duNXK87OxsFRUVadeuXU32VVRUKCgoSO3atfPaHhERoYqKCs%2BYiIgIr/3t2rVTUFDQXx0TERGhCxcu6NSpU%2BrYsWOT187IyNDvfve7qzo3AADgu1r1Ctadd96pkydPen7%2B%2Bc9/rhMnTlzRscrKyvTUU09pzZo1Xt9neDmWZXndYH%2Bpm%2B0vN8ayrB98riTNnTtXbrfb8ygrK2v2/AAAgO9r1cC6GCYXbdy4UWfPnr2iYxUVFamyslKxsbEKCAhQQECA8vPztWTJEgUEBCgiIkJ1dXWqqqryel5lZaXnipTL5fJcqbqoqqpK9fX1f3VMZWWlAgIC1L59%2B0vOzeFwKCwszOsBAABuHLbcg2XCww8/rD179qikpMTziIuL05gxYzx/DgwMVF5enuc55eXlKi0tVd%2B%2BfSVJ8fHxKi0t9fqC6U2bNsnhcCg2NtYz5rvHuDjm4vEBAAC%2Br1XvwfLz82vyttqVfh5WaGioYmJivLa1bdtW7du392wfP368ZsyYofbt2%2BuWW27RzJkz1aNHD88N8QkJCerevbuSkpL08ssv6y9/%2BYtmzpyplJQUz1WniRMnKisrS2lpaUpJSVFBQYHeeOMNvfvuu1c0bwAAcP1r1cCyLEvJyclyOBySpPPnz2vixIlNPqZh/fr1Rl7v1VdfVUBAgB577DGdO3dODz/8sN5%2B%2B235%2B/tLkvz9/fXhhx9q0qRJ6tevn0JCQpSYmKhFixZ5jhEdHa2NGzdq%2BvTpeu211xQZGaklS5bwEQ0AAOAH%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%2BvmJjYxUcHKwuXbpo%2BfLlLX5%2BAADAd/lsYOXn52vy5MkqLCxUXl6eLly4oISEBJ09e9YzJjU1VTk5OcrOzta2bdt05swZjRgxQg0NDZKkhoYGDR8%2BXGfPntW2bduUnZ2t999/XzNmzPAc49ChQxo2bJgGDBig4uJiPfPMM5o2bZref//9Vj9nAADgG/wsy7LsnoQJJ0%2BeVHh4uPLz8/Xggw/K7Xbr1ltv1TvvvKOf//znkqTjx48rKipKGzdu1JAhQ/TRRx9pxIgRKisrU2RkpCQpOztbycnJqqysVFhYmGbPnq0NGzZo//79nteaOHGiPv/8cxUUFDRrbtXV1XI6nXK73QoLCzN63nHzco0eryXtWjDU7ikAAG4gLfn793J89grW97ndbknSLbfcIkkqKipSfX29EhISPGMiIyMVExOj7du3S5IKCgoUExPjiStJGjJkiGpra1VUVOQZ891jXByza9cu1dfXX3IutbW1qq6u9noAAIAbx3URWJZlKS0tTf3791dMTIwkqaKiQkFBQWrXrp3X2IiICFVUVHjGREREeO1v166dgoKC/uqYiIgIXbhwQadOnbrkfDIyMuR0Oj2PqKgoI%2BcJAAB8w3URWFOmTNEXX3yhd99997JjLcuSn5%2Bf5%2Bfv/rm5Yy6%2Bq3qp50rS3Llz5Xa7PY%2BysrJmnQcAALg%2B%2BHxgTZ06VRs2bNCnn36qzp07e7a7XC7V1dWpqqrKa3xlZaXnipTL5fJcqbqoqqpK9fX1f3VMZWWlAgIC1L59%2B0vOyeFwKCwszOsBAABuHD4bWJZlacqUKVq/fr3%2B8Ic/KDo62mt/bGysAgMDlZeX59lWXl6u0tJS9e3bV5IUHx%2Bv0tJSlZeXe8Zs2rRJDodDsbGxnjHfPcbFMXFxcQoMDGyp0wMAAD7MZwNr8uTJWr16tdauXavQ0FBVVFSooqJC586dkyQ5nU6NHz9eM2bM0ObNm1VcXKyxY8eqR48eeuSRRyRJCQkJ6t69u5KSklRcXKzNmzdr5syZSklJ8Vx1mjhxor7%2B%2BmulpaVp//79evPNN/XGG29o5syZtp07AAC4tvlsYC1btkxut1uDBg1Sx44dPY9169Z5xrz66qt69NFH9dhjj6lfv35q06aNPvjgA/n7%2B0uS/P399eGHHyo4OFj9%2BvXTY489pkcffVSLFi3yHCM6OlobN27UH//4R91333164YUXtGTJEv30pz9t9XMGAAC%2B4br5HKxrGZ%2BD9S0%2BBwsA0Jr4HCwAAIDrCIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIEFAABgGIHVTK%2B//rqio6MVHBys2NhYbd261e4pAQCAaxSB1Qzr1q1Tamqq5s2bp%2BLiYg0YMEA//vGPdeTIEbunBgAArkEEVjNkZmZq/Pjx%2BtWvfqVu3bpp8eLFioqK0rJly%2ByeGgAAuAYF2D2Ba11dXZ2Kioo0Z84cr%2B0JCQnavn37JZ9TW1ur2tpaz89ut1uSVF1dbXx%2BDbVnjR%2BzpbTE%2BQMAftjA5/PsnkKz5T832PgxL/7esSzL%2BLEvh8C6jFOnTqmhoUERERFe2yMiIlRRUXHJ52RkZOh3v/tdk%2B1RUVEtMkdf4XzF7hkAAK5VLfk7oqamRk6ns%2BVe4BIIrGby8/Pz%2BtmyrCbbLpo7d67S0tI8Pzc2Nuovf/mL2rdv/4PP%2BVtVV1crKipKZWVlCgsLM3JM/D/Wt%2BWwti2HtW1ZrG/Laam1tSxLNTU1ioyMNHbM5iKwLqNDhw7y9/dvcrWqsrKyyVWtixwOhxwOh9e2m2%2B%2BuUXmFxYWxv/RWxDr23JY25bD2rYs1rfltMTatvaVq4u4yf0ygoKCFBsbq7w87/ex8/Ly1LdvX5tmBQAArmVcwWqGtLQ0JSUlKS4uTvHx8VqxYoWOHDmiiRMn2j01AABwDfKfP3/%2BfLsnca2LiYlR%2B/btlZ6erkWLFuncuXN65513dO%2BUVQhuAAAIGklEQVS999o6L39/fw0aNEgBAXRyS2B9Ww5r23JY25bF%2Brac621t/Sw7/u0iAADAdYx7sAAAAAwjsAAAAAwjsAAAAAwjsAAAAAwjsHzU66%2B/rujoaAUHBys2NlZbt261e0o%2BJyMjQ71791ZoaKjCw8P16KOP6sCBA15jamtrNXXqVHXo0EFt27bVqFGjdPToUZtm7LsyMjLk5%2Ben1NRUzzbW9uocO3ZMY8eOVfv27dWmTRvdd999Kioq8uy3LEvz589XZGSkQkJCNGjQIO3du9fGGfuGCxcu6Nlnn1V0dLRCQkLUpUsXPf/882psbPSMYW2bb8uWLRo5cqQiIyPl5%2Ben//zP//Ta35y1rKqqUlJSkpxOp5xOp5KSknT69OnWPI0rQmD5oHXr1ik1NVXz5s1TcXGxBgwYoB//%2BMc6cuSI3VPzKfn5%2BZo8ebIKCwuVl5enCxcuKCEhQWfP/v8XaKempionJ0fZ2dnatm2bzpw5oxEjRqihocHGmfuWnTt3asWKFerZs6fXdtb2ylVVValfv34KDAzURx99pH379umVV17x%2BsaIhQsXKjMzU1lZWdq5c6dcLpcGDx6smpoaG2d%2B7XvppZe0fPlyZWVlaf/%2B/Vq4cKFefvllLV261DOGtW2%2Bs2fP6t5771VWVtYl9zdnLRMTE1VSUqLc3Fzl5uaqpKRESUlJrXUKV86Cz/n7v/97a%2BLEiV7bunbtas2ZM8emGV0fKisrLUlWfn6%2BZVmWdfr0aSswMNDKzs72jDl27Jh10003Wbm5uXZN06fU1NRYd955p5WXl2cNHDjQeuqppyzLYm2v1uzZs63%2B/fv/4P7GxkbL5XJZL774omfb%2BfPnLafTaS1fvrw1puizhg8fbv3yl7/02jZ69Ghr7NixlmWxtldDkpWTk%2BP5uTlruW/fPkuSVVhY6BlTUFBgSbL%2B53/%2Bp/UmfwW4guVj6urqVFRUpISEBK/tCQkJ2r59u02zuj643W5J0i233CJJKioqUn19vddaR0ZGKiYmhrVupsmTJ2v48OF65JFHvLaztldnw4YNiouL089%2B9jOFh4erV69eWrlypWf/oUOHVFFR4bW%2BDodDAwcOZH0vo3///tq8ebMOHjwoSfr888%2B1bds2DRs2TBJra1Jz1rKgoEBOp1MPPPCAZ0yfPn3kdDqv%2BfW%2BPj4u9QZy6tQpNTQ0NPmi6YiIiCZfSI3msyxLaWlp6t%2B/v2JiYiRJFRUVCgoKUrt27bzGstbNk52draKiIu3atavJPtb26nz11VdatmyZ0tLS9Mwzz2jHjh2aNm2aHA6HfvGLX3jW8FJ/T3z99dd2TNlnzJ49W263W127dpW/v78aGhq0YMECPfHEE5LE2hrUnLWsqKhQeHh4k%2BeGh4df839XEFg%2Bys/Pz%2Btny7KabEPzTZkyRV988YW2bdt22bGs9eWVlZXpqaee0qZNmxQcHNzs57G2zdPY2Ki4uDilp6dLknr16qW9e/dq2bJl%2BsUvfuEZx98Tf7t169Zp9erVWrt2re655x6VlJQoNTVVkZGRGjdunGcca2vO5dbyUuvqC%2BvNW4Q%2BpkOHDvL3929S7pWVlU3%2BKwDNM3XqVG3YsEGffvqpOnfu7NnucrlUV1enqqoqr/Gs9eUVFRWpsrJSsbGxCggIUEBAgPLz87VkyRIFBAQoIiKCtb0KHTt2VPfu3b22devWzfMPXVwulyTx98QVePrppzVnzhw9/vjj6tGjh5KSkjR9%2BnRlZGRIYm1Nas5aulwunThxoslzT548ec2vN4HlY4KCghQbG6u8vDyv7Xl5eerbt69Ns/JNlmVpypQpWr9%2Bvf7whz8oOjraa39sbKwCAwO91rq8vFylpaWs9WU8/PDD2rNnj0pKSjyPuLg4jRkzxvNn1vbK9evXr8lHihw8eFC33367JCk6Oloul8trfevq6pSfn8/6XsY333yjm27y/tXo7%2B/v%2BZgG1tac5qxlfHy83G63duzY4Rnz2Wefye12X/vrbdvt9bhi2dnZVmBgoPXGG29Y%2B/bts1JTU622bdtahw8ftntqPuXXv/615XQ6rT/%2B8Y9WeXm55/HNN994xkycONHq3Lmz9cknn1i7d%2B%2B2HnroIevee%2B%2B1Lly4YOPMfdN3/xWhZbG2V2PHjh1WQECAtWDBAuvLL7%2B01qxZY7Vp08ZavXq1Z8yLL75oOZ1Oa/369daePXusJ554wurYsaNVXV1t48yvfePGjbM6depk/fd//7d16NAha/369VaHDh2sWbNmecawts1XU1NjFRcXW8XFxZYkKzMz0youLra%2B/vpry7Kat5ZDhw61evbsaRUUFFgFBQVWjx49rBEjRth1Ss1GYPmo1157zbr99tutoKAg6/777/d8tACaT9IlH2%2B99ZZnzLlz56wpU6ZYt9xyixUSEmKNGDHCOnLkiH2T9mHfDyzW9up88MEHVkxMjOVwOKyuXbtaK1as8Nrf2Nho/fa3v7VcLpflcDisBx980NqzZ49Ns/Ud1dXV1lNPPWXddtttVnBwsNWlSxdr3rx5Vm1trWcMa9t8n3766SX/nh03bpxlWc1byz//%2Bc/WmDFjrNDQUCs0NNQaM2aMVVVVZcPZ/G38LMuy7Ll2BgAAcH3iHiwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADDCCwAAADD/g9uVe4%2BvOOvOQAAAABJRU5ErkJggg%3D%3D"/>
</div>
<div role="tabpanel" class="tab-pane col-md-12" id="common-2424987093089683855">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>