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model/artifacts/df_description.html
98 498 строк
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Eugene Romanov
Adding information about Ipak Yuli Bank project
23 окт 2024, 17:57
23 окт 2024, 17:57
ef979ad
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<!doctype html><html lang=en><head><meta charset=utf-8><meta name=viewport content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name=description content="Profile report generated by YData! Visit us at https://ydata.ai"><meta name=author content="YData and the open source community."><meta name=generator content="Pandas Profiling vv4.10.0"><meta name=url content=https://github.com/ydataai/ydata-profiling><meta name=date content="2024-10-08 11:54:38.934826"><title>Profiling Report</title><style> /*! * Bootstrap v3.3.7 (http://getbootstrap.com) * Copyright 2011-2016 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE) *//*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,f … [Строка слишком длинная. 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Вы можете скачать файл] /*# sourceMappingURL=bootstrap-theme.min.css.map */ </style><style>body { padding-top: 80px; } .content .container-fluid{ margin-left: 20px !important; margin-right: 20px !important; margin-bottom: 20px; } .page-header{ border:0 !important; } .row.variable, .section-items > .row { border: 1px solid #e1e1e8; border-top: hidden; } .row.spacing { padding: 2em 1em; } .row.header { border-bottom: 1px solid #e1e1e8; /*background-color: #f5f5f5;*/ padding-left: 2em; } .dl-horizontal dt { text-align: left; padding-right: 1em; white-space: normal; } .dl-horizontal dd { margin-left: 0; } .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; } table.correlation-table { width: 98% /* To avoid an unnecessary overflow. */ } /* STATS */ table.stats, table.sample, table.duplicate, table.correlation-table{ border: 0; } .stats tr, .sample tr, .duplicate tr, .correlation-table tr { border: 0; } .stats th, .stats td{ color: #555; border: 0; } .stats th { padding: 0 2em 0 0; font-weight: 600; } .stats td { padding: 1px; } /* Sample table */ table.sample, table.duplicate, table.correlation-table { margin-bottom: 2em; margin-left: 1em; } .sample td, .sample th, .duplicate td, .duplicate th, .correlation-table td, .correlation-table th { padding: 0.5em; white-space: nowrap; border: 0; } .sample thead, .duplicate thead, .correlation-table thead { border-top: 0; border-bottom: 2px solid #ddd; } .sample td, .duplicate 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; } /* 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; } /* Message classes */ .missing { color: #a94442; } .alert, .alert > th, .alert > td { color: #a94442; } .ignore { opacity: 0.4; } /* Bars in tables */ .freq.table{ table-layout: fixed; } .freq:not(.mini) tr td:nth-child(1), .freq:not(.mini) tr th:nth-child(1){ width: auto; max-width: none; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; } .freq:not(.mini) tr td:nth-child(2), .freq:not(.mini) tr td:nth-child(3), .freq:not(.mini) tr th:nth-child(2), .freq:not(.mini) tr th:nth-child(3){ width: 100px; text-align: right; } .freq:not(.mini) tr td:nth-child(4), .freq:not(.mini) tr th:nth-child(4){ width:200px; } .freq .bar { float: left; width: 0; height: 100%; line-height: 20px; color: #fff; text-align: center; 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; } .variable .h4 { text-overflow: ellipsis; display:inline-block; width: calc(90%); /* The trick is here! 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text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--3550075134682766069, #minifreqtable-3550075134682766069" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--3550075134682766069 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3550075134682766069bottom--3550075134682766069statistics aria-controls=-3550075134682766069bottom--3550075134682766069statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-3550075134682766069bottom--3550075134682766069histogram aria-controls=-3550075134682766069bottom--3550075134682766069histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-3550075134682766069bottom--3550075134682766069common_values aria-controls=-3550075134682766069bottom--3550075134682766069common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-3550075134682766069bottom--3550075134682766069extreme_values aria-controls=-3550075134682766069bottom--3550075134682766069extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3550075134682766069bottom--3550075134682766069statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">8</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">9</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">9</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">0.5822513614</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.07161039612</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">20.11358333</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">8.130821681</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">4.322982003</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">1293817</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">0.3390166478</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3550075134682766069bottom--3550075134682766069histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage 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#377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 68.86 180.699286 L 68.86 10.8 " style="fill: none"/></g><g id=patch_11><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_12><path d="M 68.86 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_13><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p4ba8b55a6b><rect x=68.86 y=10.8 width=424.34 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=7) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3550075134682766069bottom--3550075134682766069common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=8> 8 </td><td>149892</td><td><div class=bar style=width:100.0%> 94.2% </div></td></tr><tr class><td title=11> 11 </td><td>5830</td><td><div class=bar style=width:3.9%> </div> 3.7% </td></tr><tr class><td title=9> 9 </td><td>3330</td><td><div class=bar style=width:2.2%> </div> 2.1% </td></tr><tr class><td title=10> 10 </td><td>54</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=2> 2 </td><td>17</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=4> 4 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=3> 3 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-3550075134682766069bottom--3550075134682766069extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3550075134682766069extreme_values--3550075134682766069firstn aria-controls=-3550075134682766069extreme_values--3550075134682766069firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-3550075134682766069extreme_values--3550075134682766069lastn aria-controls=-3550075134682766069extreme_values--3550075134682766069lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3550075134682766069extreme_values--3550075134682766069firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2> 2 </td><td>17</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=3> 3 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=4> 4 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=8> 8 </td><td>149892</td><td><div class=bar style=width:100.0%> 94.2% </div></td></tr><tr class><td title=9> 9 </td><td>3330</td><td><div class=bar style=width:2.2%> </div> 2.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-3550075134682766069extreme_values--3550075134682766069lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=11> 11 </td><td>5830</td><td><div class=bar style=width:3.9%> </div> 3.7% </td></tr><tr class><td title=10> 10 </td><td>54</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=9> 9 </td><td>3330</td><td><div class=bar style=width:2.2%> </div> 2.1% </td></tr><tr class><td title=8> 8 </td><td>149892</td><td><div class=bar style=width:100.0%> 94.2% </div></td></tr><tr class><td title=4> 4 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_2417749203671114862></a><div class=variable><div class=col-sm-12><p class=h4 title=age><a href=#pp_var_2417749203671114862>age</a><br><small>Real number (ℝ)</small></p><p><code>MISSING</code>  </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">67</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr class=alert><th>Missing</th><td style="white-space:pre white-space:nowrap">3403</td></tr><tr class=alert><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">2.1%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">34.15775549</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">17</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">88</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg 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href=#2417749203671114862bottom-2417749203671114862statistics aria-controls=2417749203671114862bottom-2417749203671114862statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#2417749203671114862bottom-2417749203671114862histogram aria-controls=2417749203671114862bottom-2417749203671114862histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#2417749203671114862bottom-2417749203671114862common_values aria-controls=2417749203671114862bottom-2417749203671114862common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#2417749203671114862bottom-2417749203671114862extreme_values aria-controls=2417749203671114862bottom-2417749203671114862extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2417749203671114862bottom-2417749203671114862statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">17</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">21</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">27</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">32</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">39</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">54</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">88</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">71</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">12</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">9.782318277</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.2863864483</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">0.6415877143</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">34.15775549</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">6</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">0.9074709034</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">5319114</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">95.69375087</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=2417749203671114862bottom-2417749203671114862histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg 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465.841455 180.678184 z " clip-path=url(#p3e5328e85b) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 63.28 180.699286 L 63.28 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 63.28 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_56><path d="M 63.28 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p3e5328e85b><rect x=63.28 y=10.8 width=429.92 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=2417749203671114862bottom-2417749203671114862common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=29> 29 </td><td>7825</td><td><div class=bar style=width:9.0%> </div> 4.9% </td></tr><tr class><td title=28> 28 </td><td>7816</td><td><div class=bar style=width:9.0%> </div> 4.9% </td></tr><tr class><td title=30> 30 </td><td>7793</td><td><div class=bar style=width:9.0%> </div> 4.9% </td></tr><tr class><td title=31> 31 </td><td>7543</td><td><div class=bar style=width:8.7%> </div> 4.7% </td></tr><tr class><td title=32> 32 </td><td>7302</td><td><div class=bar style=width:8.4%> </div> 4.6% </td></tr><tr class><td title=27> 27 </td><td>6813</td><td><div class=bar style=width:7.9%> </div> 4.3% </td></tr><tr class><td title=33> 33 </td><td>6544</td><td><div class=bar style=width:7.6%> </div> 4.1% </td></tr><tr class><td title=26> 26 </td><td>5994</td><td><div class=bar style=width:6.9%> </div> 3.8% </td></tr><tr class><td title=34> 34 </td><td>5927</td><td><div class=bar style=width:6.9%> </div> 3.7% </td></tr><tr class><td title=35> 35 </td><td>5700</td><td><div class=bar style=width:6.6%> </div> 3.6% </td></tr><tr class=other><td title="Other values (57)"> Other values (57) </td><td>86465</td><td><div class=bar style=width:100.0%> 54.3% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2417749203671114862bottom-2417749203671114862extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#2417749203671114862extreme_values-2417749203671114862firstn aria-controls=2417749203671114862extreme_values-2417749203671114862firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#2417749203671114862extreme_values-2417749203671114862lastn aria-controls=2417749203671114862extreme_values-2417749203671114862lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2417749203671114862extreme_values-2417749203671114862firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=17> 17 </td><td>20</td><td><div class=bar style=width:0.5%> </div>< 0.1% </td></tr><tr class><td title=18> 18 </td><td>273</td><td><div class=bar style=width:6.9%> </div> 0.2% </td></tr><tr class><td title=19> 19 </td><td>1700</td><td><div class=bar style=width:42.9%> 1.1% </div></td></tr><tr class><td title=20> 20 </td><td>3380</td><td><div class=bar style=width:85.2%> 2.1% </div></td></tr><tr class><td title=21> 21 </td><td>3967</td><td><div class=bar style=width:100.0%> 2.5% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2417749203671114862extreme_values-2417749203671114862lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=88> 88 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=87> 87 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=83> 83 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=82> 82 </td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=79> 79 </td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-6768159214060337642></a><div class=variable><div class=col-sm-12><p class=h4 title=gender_str><a href=#pp_var_-6768159214060337642>gender_str</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 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(ℝ)</small></p><p><code>MISSING</code>  <code>SKEWED</code>  </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr class=alert><th>Missing</th><td style="white-space:pre white-space:nowrap">3403</td></tr><tr class=alert><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">2.1%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">859.7856501</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">31</td></tr><tr><th>Maximum</th><td style="white-space:pre 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style="fill: none"/></g><g id=patch_17><path d="M 12.169255 10.8 L 203.869612 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p0607049af1><rect x=12.169255 y=10.8 width=191.700357 height=112.335468 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-1272482935316604553, #minifreqtable1272482935316604553" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-1272482935316604553 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1272482935316604553bottom-1272482935316604553statistics aria-controls=1272482935316604553bottom-1272482935316604553statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#1272482935316604553bottom-1272482935316604553histogram aria-controls=1272482935316604553bottom-1272482935316604553histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#1272482935316604553bottom-1272482935316604553common_values aria-controls=1272482935316604553bottom-1272482935316604553common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#1272482935316604553bottom-1272482935316604553extreme_values aria-controls=1272482935316604553bottom-1272482935316604553extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1272482935316604553bottom-1272482935316604553statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">31</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">860</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">860</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">860</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">860</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">860</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">999</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">968</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">11.09265937</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.0129016568</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">2715.657702</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">859.7856501</td></tr><tr><th>Median Absolute Deviation 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stroke-linejoin: miter"/></g><g id=patch_9><path d="M 298.564711 172.807974 L 333.634132 172.807974 L 333.634132 172.737527 L 298.564711 172.737527 z " clip-path=url(#pa6d7d21dbc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_10><path d="M 333.634132 172.807974 L 368.703554 172.807974 L 368.703554 172.807974 L 333.634132 172.807974 z " clip-path=url(#pa6d7d21dbc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 368.703554 172.807974 L 403.772975 172.807974 L 403.772975 172.774239 L 368.703554 172.774239 z " clip-path=url(#pa6d7d21dbc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 403.772975 172.807974 L 438.842397 172.807974 L 438.842397 18.514665 L 403.772975 18.514665 z " clip-path=url(#pa6d7d21dbc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 438.842397 172.807974 L 473.911818 172.807974 L 473.911818 172.740503 L 438.842397 172.740503 z " clip-path=url(#pa6d7d21dbc) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 68.86 172.807974 L 68.86 10.8 " style="fill: none"/></g><g id=patch_15><path d="M 493.2 172.807974 L 493.2 10.8 " style="fill: none"/></g><g id=patch_16><path d="M 68.86 172.807974 L 493.2 172.807974 " style="fill: none"/></g><g id=patch_17><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pa6d7d21dbc><rect x=68.86 y=10.8 width=424.34 height=162.007974 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=11) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=1272482935316604553bottom-1272482935316604553common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=860> 860 </td><td>155504</td><td><div class=bar style=width:100.0%> 97.7% </div></td></tr><tr class><td title=999> 999 </td><td>68</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=643> 643 </td><td>66</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=762> 762 </td><td>24</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=398> 398 </td><td>20</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=417> 417 </td><td>15</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=31> 31 </td><td>10</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=804> 804 </td><td>9</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=586> 586 </td><td>3</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=566> 566 </td><td>2</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class=missing><td title=(Missing)> (Missing) </td><td>3403</td><td><div class=bar style=width:2.2%> </div> 2.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=1272482935316604553bottom-1272482935316604553extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1272482935316604553extreme_values-1272482935316604553firstn aria-controls=1272482935316604553extreme_values-1272482935316604553firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#1272482935316604553extreme_values-1272482935316604553lastn aria-controls=1272482935316604553extreme_values-1272482935316604553lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1272482935316604553extreme_values-1272482935316604553firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=31> 31 </td><td>10</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title=398> 398 </td><td>20</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=417> 417 </td><td>15</td><td><div class=bar style=width:75.0%>< 0.1% </div></td></tr><tr class><td title=566> 566 </td><td>2</td><td><div class=bar style=width:10.0%> </div>< 0.1% </td></tr><tr class><td title=586> 586 </td><td>3</td><td><div class=bar style=width:15.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=1272482935316604553extreme_values-1272482935316604553lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=999> 999 </td><td>68</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=860> 860 </td><td>155504</td><td><div class=bar style=width:100.0%> 97.7% </div></td></tr><tr class><td title=804> 804 </td><td>9</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=792> 792 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=762> 762 </td><td>24</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-1528851793789442586></a><div class=variable><div class=col-sm-12><p class=h4 title=legal_reg_cd><a href=#pp_var_-1528851793789442586>legal_reg_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">14</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">18</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">20.71028302</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">35</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage 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aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--1528851793789442586 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1528851793789442586bottom--1528851793789442586statistics aria-controls=-1528851793789442586bottom--1528851793789442586statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-1528851793789442586bottom--1528851793789442586histogram aria-controls=-1528851793789442586bottom--1528851793789442586histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-1528851793789442586bottom--1528851793789442586common_values aria-controls=-1528851793789442586bottom--1528851793789442586common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-1528851793789442586bottom--1528851793789442586extreme_values aria-controls=-1528851793789442586bottom--1528851793789442586extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1528851793789442586bottom--1528851793789442586statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">6</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">12</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">26</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">27</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">30</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">35</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">32</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">15</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">8.64113472</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.4172388524</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-0.9610327106</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">20.71028302</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">-0.6322982368</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">3295151</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">74.66920924</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1528851793789442586bottom--1528851793789442586histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-10-08T14:54:44.692150</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.4, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style 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clip-path=url(#p180189bda5) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_17><path d="M 63.28 180.699286 L 63.28 12.984682 " style="fill: none"/></g><g id=patch_18><path d="M 493.2 180.699286 L 493.2 12.984682 " style="fill: none"/></g><g id=patch_19><path d="M 63.28 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_20><path d="M 63.28 12.984682 L 493.2 12.984682 " style="fill: none"/></g></g></g><defs><clippath id=p180189bda5><rect x=63.28 y=12.984682 width=429.92 height=167.714604 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=14) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1528851793789442586bottom--1528851793789442586common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=26> 26 </td><td>47118</td><td><div class=bar style=width:100.0%> 29.6% </div></td></tr><tr class><td title=27> 27 </td><td>29559</td><td><div class=bar style=width:62.7%> 18.6% </div></td></tr><tr class><td title=12> 12 </td><td>13847</td><td><div class=bar style=width:29.4%> </div> 8.7% </td></tr><tr class><td title=10> 10 </td><td>11065</td><td><div class=bar style=width:23.5%> </div> 7.0% </td></tr><tr class><td title=30> 30 </td><td>10539</td><td><div class=bar style=width:22.4%> </div> 6.6% </td></tr><tr class><td title=18> 18 </td><td>8651</td><td><div class=bar style=width:18.4%> </div> 5.4% </td></tr><tr class><td title=3> 3 </td><td>7779</td><td><div class=bar style=width:16.5%> </div> 4.9% </td></tr><tr class><td title=14> 14 </td><td>7729</td><td><div class=bar style=width:16.4%> </div> 4.9% </td></tr><tr class><td title=6> 6 </td><td>7314</td><td><div class=bar style=width:15.5%> </div> 4.6% </td></tr><tr class><td title=8> 8 </td><td>4497</td><td><div class=bar style=width:9.5%> </div> 2.8% </td></tr><tr class=other><td title="Other values (4)"> Other values (4) </td><td>11009</td><td><div class=bar style=width:23.4%> </div> 6.9% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1528851793789442586bottom--1528851793789442586extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1528851793789442586extreme_values--1528851793789442586firstn aria-controls=-1528851793789442586extreme_values--1528851793789442586firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-1528851793789442586extreme_values--1528851793789442586lastn aria-controls=-1528851793789442586extreme_values--1528851793789442586lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1528851793789442586extreme_values--1528851793789442586firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>7779</td><td><div class=bar style=width:56.2%> 4.9% </div></td></tr><tr class><td title=6> 6 </td><td>7314</td><td><div class=bar style=width:52.8%> 4.6% </div></td></tr><tr class><td title=8> 8 </td><td>4497</td><td><div class=bar style=width:32.5%> </div> 2.8% </td></tr><tr class><td title=10> 10 </td><td>11065</td><td><div class=bar style=width:79.9%> 7.0% </div></td></tr><tr class><td title=12> 12 </td><td>13847</td><td><div class=bar style=width:100.0%> 8.7% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1528851793789442586extreme_values--1528851793789442586lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=35> 35 </td><td>3085</td><td><div class=bar style=width:6.5%> </div> 1.9% </td></tr><tr class><td title=33> 33 </td><td>2262</td><td><div class=bar style=width:4.8%> </div> 1.4% </td></tr><tr class><td title=30> 30 </td><td>10539</td><td><div class=bar style=width:22.4%> </div> 6.6% </td></tr><tr class><td title=27> 27 </td><td>29559</td><td><div class=bar style=width:62.7%> 18.6% </div></td></tr><tr class><td title=26> 26 </td><td>47118</td><td><div class=bar style=width:100.0%> 29.6% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-4123929774346562></a><div class=variable><div class=col-sm-12><p class=h4 title=terr_tp_str><a href=#pp_var_-4123929774346562>terr_tp_str</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre 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id=patch_52><path d="M 192.829091 120.85049 L 196.363636 120.85049 L 196.363636 120.84917 L 192.829091 120.84917 z " clip-path=url(#pe54c92b2e8) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 10.8 120.85049 L 10.8 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 205.2 120.85049 L 205.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 10.8 120.85049 L 205.2 120.85049 " style="fill: none"/></g><g id=patch_56><path d="M 10.8 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pe54c92b2e8><rect x=10.8 y=10.8 width=194.4 height=110.05049 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--7653296013686346984, #minifreqtable-7653296013686346984" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--7653296013686346984 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-7653296013686346984bottom--7653296013686346984statistics aria-controls=-7653296013686346984bottom--7653296013686346984statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-7653296013686346984bottom--7653296013686346984histogram aria-controls=-7653296013686346984bottom--7653296013686346984histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-7653296013686346984bottom--7653296013686346984common_values aria-controls=-7653296013686346984bottom--7653296013686346984common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-7653296013686346984bottom--7653296013686346984extreme_values aria-controls=-7653296013686346984bottom--7653296013686346984extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-7653296013686346984bottom--7653296013686346984statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">150000</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">50000000</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">100000000</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">250000000</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">800000000</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">1.2 × 10<sup>10</sup></td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">7.5 × 10<sup>12</sup></td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">7.49999985 × 10<sup>12</sup></td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">700000000</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">6.22155409 × 10<sup>10</sup></td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">16.79253189</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">6651.265083</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">3704952970</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">190000000</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">73.55612488</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">5.895506414 × 10<sup>14</sup></td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">3.87077353 × 10<sup>21</sup></td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7653296013686346984bottom--7653296013686346984histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-10-08T14:54:45.303106</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.4, 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stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 466.196545 173.004942 L 473.911818 173.004942 L 473.911818 173.002996 L 466.196545 173.002996 z " clip-path=url(#p973211635a) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 68.86 173.004942 L 68.86 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 493.2 173.004942 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 68.86 173.004942 L 493.2 173.004942 " style="fill: none"/></g><g id=patch_56><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p973211635a><rect x=68.86 y=10.8 width=424.34 height=162.204942 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7653296013686346984bottom--7653296013686346984common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=50000000> 50000000 </td><td>17715</td><td><div class=bar style=width:18.8%> </div> 11.1% </td></tr><tr class><td title=100000000> 100000000 </td><td>9972</td><td><div class=bar style=width:10.6%> </div> 6.3% </td></tr><tr class><td title=300000000> 300000000 </td><td>6324</td><td><div class=bar style=width:6.7%> </div> 4.0% </td></tr><tr class><td title=200000000> 200000000 </td><td>5430</td><td><div class=bar style=width:5.8%> </div> 3.4% </td></tr><tr class><td title=60000000> 60000000 </td><td>4974</td><td><div class=bar style=width:5.3%> </div> 3.1% </td></tr><tr class><td title=150000000> 150000000 </td><td>4688</td><td><div class=bar style=width:5.0%> </div> 2.9% </td></tr><tr class><td title=70000000> 70000000 </td><td>4223</td><td><div class=bar style=width:4.5%> </div> 2.7% </td></tr><tr class><td title=450000000> 450000000 </td><td>3941</td><td><div class=bar style=width:4.2%> </div> 2.5% </td></tr><tr class><td title=5000000000> 5000000000 </td><td>3857</td><td><div class=bar style=width:4.1%> </div> 2.4% </td></tr><tr class><td title=80000000> 80000000 </td><td>3746</td><td><div class=bar style=width:4.0%> </div> 2.4% </td></tr><tr class=other><td title="Other values (4528)"> Other values (4528) </td><td>94255</td><td><div class=bar style=width:100.0%> 59.2% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-7653296013686346984bottom--7653296013686346984extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-7653296013686346984extreme_values--7653296013686346984firstn aria-controls=-7653296013686346984extreme_values--7653296013686346984firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-7653296013686346984extreme_values--7653296013686346984lastn aria-controls=-7653296013686346984extreme_values--7653296013686346984lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-7653296013686346984extreme_values--7653296013686346984firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=150000> 150000 </td><td>1</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=170000> 170000 </td><td>1</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=182000> 182000 </td><td>1</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=185000> 185000 </td><td>1</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=188000> 188000 </td><td>1</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-7653296013686346984extreme_values--7653296013686346984lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="7.5 × 10<sup>12</sup>"> 7.5 × 10<sup>12</sup></td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title="6.8 × 10<sup>12</sup>"> 6.8 × 10<sup>12</sup></td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title="6.1 × 10<sup>12</sup>"> 6.1 × 10<sup>12</sup></td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr><tr class><td title="5.5 × 10<sup>12</sup>"> 5.5 × 10<sup>12</sup></td><td>2</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title="5 × 10<sup>12</sup>"> 5 × 10<sup>12</sup></td><td>1</td><td><div class=bar style=width:50.0%>< 0.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_6626579359586363073></a><div class=variable><div class=col-sm-12><p class=h4 title=fin_src_cd><a href=#pp_var_6626579359586363073>fin_src_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">12.48622152</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">46</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-10-08T14:54:45.411261</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.4, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 162 L 216 162 L 216 0 L 0 0 z " style="fill: #ffffff"/></g><g id=axes_1><g id=patch_2><path d="M 13.202886 129.372149 L 205.2 129.372149 L 205.2 10.8 L 13.202886 10.8 z " style="fill: #ffffff"/></g><g id=matplotlib.axis_1><g id=xtick_1><g id=text_1><g style="fill: #262626" 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80.110971 129.372149 L 80.110971 16.446293 L 21.930028 16.446293 z " clip-path=url(#p236593d7c2) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 80.110971 129.372149 L 138.291915 129.372149 L 138.291915 129.372149 L 80.110971 129.372149 z " clip-path=url(#p236593d7c2) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 138.291915 129.372149 L 196.472858 129.372149 L 196.472858 124.327884 L 138.291915 124.327884 z " clip-path=url(#p236593d7c2) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 13.202886 129.372149 L 13.202886 10.8 " style="fill: none"/></g><g id=patch_7><path d="M 205.2 129.372149 L 205.2 10.8 " style="fill: none"/></g><g id=patch_8><path d="M 13.202886 129.372149 L 205.2 129.372149 " style="fill: none"/></g><g id=patch_9><path d="M 13.202886 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p236593d7c2><rect x=13.202886 y=10.8 width=191.997114 height=118.572149 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-6626579359586363073, #minifreqtable6626579359586363073" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-6626579359586363073 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#6626579359586363073bottom-6626579359586363073statistics aria-controls=6626579359586363073bottom-6626579359586363073statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#6626579359586363073bottom-6626579359586363073histogram aria-controls=6626579359586363073bottom-6626579359586363073histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#6626579359586363073bottom-6626579359586363073common_values aria-controls=6626579359586363073bottom-6626579359586363073common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#6626579359586363073bottom-6626579359586363073extreme_values aria-controls=6626579359586363073bottom-6626579359586363073extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=6626579359586363073bottom-6626579359586363073statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">46</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">35</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">7.035558005</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.5634657364</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">18.51140722</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">12.48622152</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">4.526905288</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">1986870</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">49.49907645</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=6626579359586363073bottom-6626579359586363073histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# 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(%)</td></tr></thead><tbody><tr class><td title=11> 11 </td><td>152321</td><td><div class=bar style=width:100.0%> 95.7% </div></td></tr><tr class><td title=46> 46 </td><td>6475</td><td><div class=bar style=width:4.3%> </div> 4.1% </td></tr><tr class><td title=41> 41 </td><td>329</td><td><div class=bar style=width:0.2%> </div> 0.2% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=6626579359586363073bottom-6626579359586363073extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#6626579359586363073extreme_values-6626579359586363073firstn aria-controls=6626579359586363073extreme_values-6626579359586363073firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#6626579359586363073extreme_values-6626579359586363073lastn aria-controls=6626579359586363073extreme_values-6626579359586363073lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=6626579359586363073extreme_values-6626579359586363073firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=11> 11 </td><td>152321</td><td><div class=bar style=width:100.0%> 95.7% </div></td></tr><tr class><td title=41> 41 </td><td>329</td><td><div class=bar style=width:0.2%> </div> 0.2% </td></tr><tr class><td title=46> 46 </td><td>6475</td><td><div class=bar style=width:4.3%> </div> 4.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=6626579359586363073extreme_values-6626579359586363073lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=46> 46 </td><td>6475</td><td><div class=bar style=width:4.3%> </div> 4.1% </td></tr><tr class><td title=41> 41 </td><td>329</td><td><div class=bar style=width:0.2%> </div> 0.2% </td></tr><tr class><td title=11> 11 </td><td>152321</td><td><div class=bar style=width:100.0%> 95.7% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-963324277933365784></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_purp_cd><a href=#pp_var_-963324277933365784>loan_purp_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">97</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">57819.61036</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">10101</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">60077</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE 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aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--963324277933365784 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-963324277933365784bottom--963324277933365784statistics aria-controls=-963324277933365784bottom--963324277933365784statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-963324277933365784bottom--963324277933365784histogram aria-controls=-963324277933365784bottom--963324277933365784histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-963324277933365784bottom--963324277933365784common_values aria-controls=-963324277933365784bottom--963324277933365784common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-963324277933365784bottom--963324277933365784extreme_values aria-controls=-963324277933365784bottom--963324277933365784extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-963324277933365784bottom--963324277933365784statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">10101</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">30604</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">60024</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">60024</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">60024</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">60024</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">60077</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">49976</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">8933.264217</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.1545023248</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">13.04995032</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">57819.61036</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">-3.856159884</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">9200545498</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">79803209.56</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-963324277933365784bottom--963324277933365784histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-10-08T14:54:45.769568</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.4, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style 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class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-963324277933365784bottom--963324277933365784common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=60024> 60024 </td><td>140401</td><td><div class=bar style=width:100.0%> 88.2% </div></td></tr><tr class><td title=60003> 60003 </td><td>8626</td><td><div class=bar style=width:6.1%> </div> 5.4% </td></tr><tr class><td title=20303> 20303 </td><td>6222</td><td><div class=bar style=width:4.4%> </div> 3.9% </td></tr><tr class><td title=30604> 30604 </td><td>1357</td><td><div class=bar style=width:1.0%> </div> 0.9% </td></tr><tr class><td title=60072> 60072 </td><td>722</td><td><div class=bar style=width:0.5%> </div> 0.5% </td></tr><tr class><td title=20304> 20304 </td><td>622</td><td><div class=bar style=width:0.4%> </div> 0.4% </td></tr><tr class><td title=20307> 20307 </td><td>154</td><td><div class=bar style=width:0.1%> </div> 0.1% </td></tr><tr class><td title=20102> 20102 </td><td>119</td><td><div class=bar style=width:0.1%> </div> 0.1% </td></tr><tr class><td title=10101> 10101 </td><td>117</td><td><div class=bar style=width:0.1%> </div> 0.1% </td></tr><tr class><td title=30404> 30404 </td><td>85</td><td><div class=bar style=width:0.1%> </div> 0.1% </td></tr><tr class=other><td title="Other values (87)"> Other values (87) </td><td>700</td><td><div class=bar style=width:0.5%> </div> 0.4% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-963324277933365784bottom--963324277933365784extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-963324277933365784extreme_values--963324277933365784firstn aria-controls=-963324277933365784extreme_values--963324277933365784firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-963324277933365784extreme_values--963324277933365784lastn aria-controls=-963324277933365784extreme_values--963324277933365784lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-963324277933365784extreme_values--963324277933365784firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=10101> 10101 </td><td>117</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr><tr class><td title=10203> 10203 </td><td>1</td><td><div class=bar style=width:0.9%> </div>< 0.1% </td></tr><tr class><td title=10204> 10204 </td><td>2</td><td><div class=bar style=width:1.7%> </div>< 0.1% </td></tr><tr class><td title=10301> 10301 </td><td>2</td><td><div class=bar style=width:1.7%> </div>< 0.1% </td></tr><tr class><td title=10302> 10302 </td><td>1</td><td><div class=bar style=width:0.9%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-963324277933365784extreme_values--963324277933365784lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=60077> 60077 </td><td>51</td><td><div class=bar style=width:7.1%> </div>< 0.1% </td></tr><tr class><td title=60073> 60073 </td><td>1</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr><tr class><td title=60072> 60072 </td><td>722</td><td><div class=bar style=width:100.0%> 0.5% </div></td></tr><tr class><td title=60069> 60069 </td><td>1</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr><tr class><td title=60052> 60052 </td><td>1</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_361623524860031018></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_cl_purp_str><a href=#pp_var_361623524860031018>loan_cl_purp_str</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">92</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg 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style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 11.109745 129.372149 L 11.109745 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 205.2 129.372149 L 205.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 11.109745 129.372149 L 205.2 129.372149 " style="fill: none"/></g><g id=patch_56><path d="M 11.109745 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pbff399c3f4><rect x=11.109745 y=10.8 width=194.090255 height=118.572149 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--3657505353321927576, #minifreqtable-3657505353321927576" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--3657505353321927576 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3657505353321927576bottom--3657505353321927576statistics aria-controls=-3657505353321927576bottom--3657505353321927576statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-3657505353321927576bottom--3657505353321927576histogram aria-controls=-3657505353321927576bottom--3657505353321927576histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-3657505353321927576bottom--3657505353321927576common_values aria-controls=-3657505353321927576bottom--3657505353321927576common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-3657505353321927576bottom--3657505353321927576extreme_values aria-controls=-3657505353321927576bottom--3657505353321927576extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3657505353321927576bottom--3657505353321927576statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">23.99</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">23.99</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">27.99</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">34.9</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">40.9</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">40.9</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">39.9</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">10.91</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">6.58726449</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.217965237</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-0.4494247991</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">30.22162883</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">0.303966469</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">4808351.811</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">43.39205346</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3657505353321927576bottom--3657505353321927576histogram><?xml version="1.0" encoding="utf-8" 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458.024727 180.699286 z " clip-path=url(#p30b8d8660d) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 465.841455 180.699286 L 473.658182 180.699286 L 473.658182 55.8375 L 465.841455 55.8375 z " clip-path=url(#p30b8d8660d) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 63.28 180.699286 L 63.28 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 63.28 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_56><path d="M 63.28 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p30b8d8660d><rect x=63.28 y=10.8 width=429.92 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3657505353321927576bottom--3657505353321927576common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=23.99> 23.99 </td><td>41247</td><td><div class=bar style=width:100.0%> 25.9% </div></td></tr><tr class><td title=27.99> 27.99 </td><td>34808</td><td><div class=bar style=width:84.4%> 21.9% </div></td></tr><tr class><td title=40.9> 40.9 </td><td>31882</td><td><div class=bar style=width:77.3%> 20.0% </div></td></tr><tr class><td title=30.9> 30.9 </td><td>17364</td><td><div class=bar style=width:42.1%> 10.9% </div></td></tr><tr class><td title=34.9> 34.9 </td><td>6940</td><td><div class=bar style=width:16.8%> </div> 4.4% </td></tr><tr class><td title=35.9> 35.9 </td><td>6286</td><td><div class=bar style=width:15.2%> </div> 4.0% </td></tr><tr class><td title=28> 28 </td><td>2996</td><td><div class=bar style=width:7.3%> </div> 1.9% </td></tr><tr class><td title=25.9> 25.9 </td><td>2765</td><td><div class=bar style=width:6.7%> </div> 1.7% </td></tr><tr class><td title=31.9> 31.9 </td><td>2602</td><td><div class=bar style=width:6.3%> </div> 1.6% </td></tr><tr class><td title=30> 30 </td><td>2070</td><td><div class=bar style=width:5.0%> </div> 1.3% </td></tr><tr class=other><td title="Other values (52)"> Other values (52) </td><td>10143</td><td><div class=bar style=width:24.6%> </div> 6.4% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-3657505353321927576bottom--3657505353321927576extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3657505353321927576extreme_values--3657505353321927576firstn aria-controls=-3657505353321927576extreme_values--3657505353321927576firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-3657505353321927576extreme_values--3657505353321927576lastn aria-controls=-3657505353321927576extreme_values--3657505353321927576lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3657505353321927576extreme_values--3657505353321927576firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>1</td><td><div class=bar style=width:0.6%> </div>< 0.1% </td></tr><tr class><td title=4> 4 </td><td>7</td><td><div class=bar style=width:4.5%> </div>< 0.1% </td></tr><tr class><td title=6> 6 </td><td>67</td><td><div class=bar style=width:43.2%>< 0.1% </div></td></tr><tr class><td title=7> 7 </td><td>5</td><td><div class=bar style=width:3.2%> </div>< 0.1% </td></tr><tr class><td title=8> 8 </td><td>155</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-3657505353321927576extreme_values--3657505353321927576lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=40.9> 40.9 </td><td>31882</td><td><div class=bar style=width:100.0%> 20.0% </div></td></tr><tr class><td title=38.87> 38.87 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=36.4> 36.4 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=35.9> 35.9 </td><td>6286</td><td><div class=bar style=width:19.7%> </div> 4.0% </td></tr><tr class><td title=34.9> 34.9 </td><td>6940</td><td><div class=bar style=width:21.8%> </div> 4.4% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-7459696621561728016></a><div class=variable><div class=col-sm-12><p class=h4 title=rate><a href=#pp_var_-7459696621561728016>rate</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">56</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">30.21778991</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Maximum</th><td style="white-space:pre 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href=#-7459696621561728016bottom--7459696621561728016common_values aria-controls=-7459696621561728016bottom--7459696621561728016common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-7459696621561728016bottom--7459696621561728016extreme_values aria-controls=-7459696621561728016bottom--7459696621561728016extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-7459696621561728016bottom--7459696621561728016statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">23.99</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">23.99</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">27.99</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">34.9</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">40.9</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">40.9</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">40.9</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">10.91</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">6.593605159</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.21820276</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-0.4249022513</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">30.21778991</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">0.2965036544</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">4808405.82</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">43.47562899</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7459696621561728016bottom--7459696621561728016histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# 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stroke-linejoin: miter"/></g><g id=patch_45><path d="M 411.124364 180.699286 L 418.941091 180.699286 L 418.941091 153.520977 L 411.124364 153.520977 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_46><path d="M 418.941091 180.699286 L 426.757818 180.699286 L 426.757818 156.08216 L 418.941091 156.08216 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_47><path d="M 426.757818 180.699286 L 434.574545 180.699286 L 434.574545 180.699286 L 426.757818 180.699286 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_48><path d="M 434.574545 180.699286 L 442.391273 180.699286 L 442.391273 180.699286 L 434.574545 180.699286 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_49><path d="M 442.391273 180.699286 L 450.208 180.699286 L 450.208 180.699286 L 442.391273 180.699286 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_50><path d="M 450.208 180.699286 L 458.024727 180.699286 L 458.024727 180.699286 L 450.208 180.699286 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_51><path d="M 458.024727 180.699286 L 465.841455 180.699286 L 465.841455 180.699286 L 458.024727 180.699286 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 465.841455 180.699286 L 473.658182 180.699286 L 473.658182 55.843544 L 465.841455 55.843544 z " clip-path=url(#p693572065e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 63.28 180.699286 L 63.28 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 63.28 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_56><path d="M 63.28 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p693572065e><rect x=63.28 y=10.8 width=429.92 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7459696621561728016bottom--7459696621561728016common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=23.99> 23.99 </td><td>41250</td><td><div class=bar style=width:100.0%> 25.9% </div></td></tr><tr class><td title=27.99> 27.99 </td><td>34808</td><td><div class=bar style=width:84.4%> 21.9% </div></td></tr><tr class><td title=40.9> 40.9 </td><td>31882</td><td><div class=bar style=width:77.3%> 20.0% </div></td></tr><tr class><td title=30.9> 30.9 </td><td>17364</td><td><div class=bar style=width:42.1%> 10.9% </div></td></tr><tr class><td title=34.9> 34.9 </td><td>6940</td><td><div class=bar style=width:16.8%> </div> 4.4% </td></tr><tr class><td title=35.9> 35.9 </td><td>6286</td><td><div class=bar style=width:15.2%> </div> 4.0% </td></tr><tr class><td title=28> 28 </td><td>2997</td><td><div class=bar style=width:7.3%> </div> 1.9% </td></tr><tr class><td title=25.9> 25.9 </td><td>2766</td><td><div class=bar style=width:6.7%> </div> 1.7% </td></tr><tr class><td title=31.9> 31.9 </td><td>2602</td><td><div class=bar style=width:6.3%> </div> 1.6% </td></tr><tr class><td title=30> 30 </td><td>2070</td><td><div class=bar style=width:5.0%> </div> 1.3% </td></tr><tr class=other><td title="Other values (46)"> Other values (46) </td><td>10160</td><td><div class=bar style=width:24.6%> </div> 6.4% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-7459696621561728016bottom--7459696621561728016extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-7459696621561728016extreme_values--7459696621561728016firstn aria-controls=-7459696621561728016extreme_values--7459696621561728016firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-7459696621561728016extreme_values--7459696621561728016lastn aria-controls=-7459696621561728016extreme_values--7459696621561728016lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-7459696621561728016extreme_values--7459696621561728016firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>9</td><td><div class=bar style=width:13.2%> </div>< 0.1% </td></tr><tr class><td title=1> 1 </td><td>1</td><td><div class=bar style=width:1.5%> </div>< 0.1% </td></tr><tr class><td title=4> 4 </td><td>7</td><td><div class=bar style=width:10.3%> </div>< 0.1% </td></tr><tr class><td title=6> 6 </td><td>68</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=7> 7 </td><td>5</td><td><div class=bar style=width:7.4%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-7459696621561728016extreme_values--7459696621561728016lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=40.9> 40.9 </td><td>31882</td><td><div class=bar style=width:100.0%> 20.0% </div></td></tr><tr class><td title=35.9> 35.9 </td><td>6286</td><td><div class=bar style=width:19.7%> </div> 4.0% </td></tr><tr class><td title=34.9> 34.9 </td><td>6940</td><td><div class=bar style=width:21.8%> </div> 4.4% </td></tr><tr class><td title=33.9> 33.9 </td><td>1324</td><td><div class=bar style=width:4.2%> </div> 0.8% </td></tr><tr class><td title=32.9> 32.9 </td><td>4</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_5207480362742838750></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_qlty_cd><a href=#pp_var_5207480362742838750>loan_qlty_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">1.019839749</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">5</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage /><dc:date>2024-10-08T14:54:46.889336</dc:date><dc:format>image/svg+xml</dc:format><dc:creator><cc:agent><dc:title>Matplotlib v3.8.4, https://matplotlib.org/</dc:title></cc:agent></dc:creator></cc:work></rdf:rdf></metadata><defs><style type=text/css>*{stroke-linejoin: round; stroke-linecap: butt}</style></defs><g id=figure_1><g id=patch_1><path d="M 0 162 L 216 162 L 216 0 L 0 0 z " style="fill: 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0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 10.8 132.49049 L 10.8 10.8 " style="fill: none"/></g><g id=patch_8><path d="M 205.2 132.49049 L 205.2 10.8 " style="fill: none"/></g><g id=patch_9><path d="M 10.8 132.49049 L 205.2 132.49049 " style="fill: none"/></g><g id=patch_10><path d="M 10.8 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p7f59b1a392><rect x=10.8 y=10.8 width=194.4 height=121.69049 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-5207480362742838750, #minifreqtable5207480362742838750" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-5207480362742838750 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5207480362742838750bottom-5207480362742838750statistics aria-controls=5207480362742838750bottom-5207480362742838750statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#5207480362742838750bottom-5207480362742838750histogram aria-controls=5207480362742838750bottom-5207480362742838750histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#5207480362742838750bottom-5207480362742838750common_values aria-controls=5207480362742838750bottom-5207480362742838750common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#5207480362742838750bottom-5207480362742838750extreme_values aria-controls=5207480362742838750bottom-5207480362742838750extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5207480362742838750bottom-5207480362742838750statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">5</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">0.1406613422</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.137924946</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">54.97566383</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">1.019839749</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">7.177113504</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">162282</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">0.01978561319</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5207480362742838750bottom-5207480362742838750histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" 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178.726458 L 184.589091 178.726458 L 184.589091 18.796498 L 88.148182 18.796498 z " clip-path=url(#p9e9e04bea4) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 184.589091 178.726458 L 281.03 178.726458 L 281.03 175.528658 L 184.589091 175.528658 z " clip-path=url(#p9e9e04bea4) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 281.03 178.726458 L 377.470909 178.726458 L 377.470909 178.711079 L 281.03 178.711079 z " clip-path=url(#p9e9e04bea4) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 377.470909 178.726458 L 473.911818 178.726458 L 473.911818 178.724407 L 377.470909 178.724407 z " clip-path=url(#p9e9e04bea4) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_7><path d="M 68.86 178.726458 L 68.86 10.8 " style="fill: none"/></g><g id=patch_8><path d="M 493.2 178.726458 L 493.2 10.8 " style="fill: none"/></g><g id=patch_9><path d="M 68.86 178.726458 L 493.2 178.726458 " style="fill: none"/></g><g id=patch_10><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p9e9e04bea4><rect x=68.86 y=10.8 width=424.34 height=167.926458 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=4) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=5207480362742838750bottom-5207480362742838750common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>155989</td><td><div class=bar style=width:100.0%> 98.0% </div></td></tr><tr class><td title=2> 2 </td><td>3119</td><td><div class=bar style=width:2.0%> </div> 2.0% </td></tr><tr class><td title=3> 3 </td><td>15</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=5> 5 </td><td>2</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=5207480362742838750bottom-5207480362742838750extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5207480362742838750extreme_values-5207480362742838750firstn aria-controls=5207480362742838750extreme_values-5207480362742838750firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#5207480362742838750extreme_values-5207480362742838750lastn aria-controls=5207480362742838750extreme_values-5207480362742838750lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5207480362742838750extreme_values-5207480362742838750firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>155989</td><td><div class=bar style=width:100.0%> 98.0% </div></td></tr><tr class><td title=2> 2 </td><td>3119</td><td><div class=bar style=width:2.0%> </div> 2.0% </td></tr><tr class><td title=3> 3 </td><td>15</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=5> 5 </td><td>2</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=5207480362742838750extreme_values-5207480362742838750lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=5> 5 </td><td>2</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=3> 3 </td><td>15</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=2> 2 </td><td>3119</td><td><div class=bar style=width:2.0%> </div> 2.0% </td></tr><tr class><td title=1> 1 </td><td>155989</td><td><div class=bar style=width:100.0%> 98.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-8834409473263790412></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_tp_cd><a href=#pp_var_-8834409473263790412>loan_tp_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">10</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">21.52074156</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">30</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg 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196.442878 129.372149 L 196.442878 128.599281 L 178.928634 128.599281 z " clip-path=url(#pd2d11ebacd) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 12.543313 129.372149 L 12.543313 10.8 " style="fill: none"/></g><g id=patch_14><path d="M 205.2 129.372149 L 205.2 10.8 " style="fill: none"/></g><g id=patch_15><path d="M 12.543313 129.372149 L 205.2 129.372149 " style="fill: none"/></g><g id=patch_16><path d="M 12.543313 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pd2d11ebacd><rect x=12.543313 y=10.8 width=192.656687 height=118.572149 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--8834409473263790412, #minifreqtable-8834409473263790412" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--8834409473263790412 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8834409473263790412bottom--8834409473263790412statistics aria-controls=-8834409473263790412bottom--8834409473263790412statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-8834409473263790412bottom--8834409473263790412histogram aria-controls=-8834409473263790412bottom--8834409473263790412histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-8834409473263790412bottom--8834409473263790412common_values aria-controls=-8834409473263790412bottom--8834409473263790412common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-8834409473263790412bottom--8834409473263790412extreme_values aria-controls=-8834409473263790412bottom--8834409473263790412extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8834409473263790412bottom--8834409473263790412statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">24</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">24</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">24</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">24</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">30</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">29</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">5.924178632</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.2752776254</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">5.54544386</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">21.52074156</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">-2.50936516</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">3424488</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">35.09589246</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" 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style="fill: none"/></g><g id=patch_16><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p8d11573486><rect x=68.86 y=10.8 width=424.34 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=10) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8834409473263790412bottom--8834409473263790412common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=24> 24 </td><td>128287</td><td><div class=bar style=width:100.0%> 80.6% </div></td></tr><tr class><td title=15> 15 </td><td>20648</td><td><div class=bar style=width:16.1%> </div> 13.0% </td></tr><tr class><td title=1> 1 </td><td>9183</td><td><div class=bar style=width:7.2%> </div> 5.8% </td></tr><tr class><td title=28> 28 </td><td>814</td><td><div class=bar style=width:0.6%> </div> 0.5% </td></tr><tr class><td title=30> 30 </td><td>64</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=14> 14 </td><td>44</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=26> 26 </td><td>38</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=10> 10 </td><td>34</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=2> 2 </td><td>12</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=17> 17 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8834409473263790412bottom--8834409473263790412extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8834409473263790412extreme_values--8834409473263790412firstn aria-controls=-8834409473263790412extreme_values--8834409473263790412firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-8834409473263790412extreme_values--8834409473263790412lastn aria-controls=-8834409473263790412extreme_values--8834409473263790412lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8834409473263790412extreme_values--8834409473263790412firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>9183</td><td><div class=bar style=width:44.5%> 5.8% </div></td></tr><tr class><td title=2> 2 </td><td>12</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr><tr class><td title=10> 10 </td><td>34</td><td><div class=bar style=width:0.2%> </div>< 0.1% </td></tr><tr class><td title=14> 14 </td><td>44</td><td><div class=bar style=width:0.2%> </div>< 0.1% </td></tr><tr class><td title=15> 15 </td><td>20648</td><td><div class=bar style=width:100.0%> 13.0% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8834409473263790412extreme_values--8834409473263790412lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=30> 30 </td><td>64</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=28> 28 </td><td>814</td><td><div class=bar style=width:0.6%> </div> 0.5% </td></tr><tr class><td title=26> 26 </td><td>38</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=24> 24 </td><td>128287</td><td><div class=bar style=width:100.0%> 80.6% </div></td></tr><tr class><td title=17> 17 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_1653252429231488234></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_tp_cb_cd><a href=#pp_var_1653252429231488234>loan_tp_cb_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">34.67042891</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">21</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">59</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" 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203.140381 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p298b2f7db5><rect x=12.859619 y=10.8 width=190.280762 height=118.572149 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-1653252429231488234, #minifreqtable1653252429231488234" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-1653252429231488234 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1653252429231488234bottom-1653252429231488234statistics aria-controls=1653252429231488234bottom-1653252429231488234statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#1653252429231488234bottom-1653252429231488234histogram aria-controls=1653252429231488234bottom-1653252429231488234histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#1653252429231488234bottom-1653252429231488234common_values aria-controls=1653252429231488234bottom-1653252429231488234common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#1653252429231488234bottom-1653252429231488234extreme_values aria-controls=1653252429231488234bottom-1653252429231488234extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1653252429231488234bottom-1653252429231488234statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">21</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">21</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">36</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">36</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">36</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">36</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">59</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">38</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">3.669844222</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.1058494036</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">8.998289581</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">34.67042891</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">-2.988161377</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">5516932</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">13.46775661</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1653252429231488234bottom-1653252429231488234histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# 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xlink:href=#ArialMT-72 x=61.083984 /><use xlink:href=#ArialMT-65 x=94.384766 /><use xlink:href=#ArialMT-71 x=150 /><use xlink:href=#ArialMT-75 x=205.615234 /><use xlink:href=#ArialMT-65 x=261.230469 /><use xlink:href=#ArialMT-6e x=316.845703 /><use xlink:href=#ArialMT-63 x=372.460938 /><use xlink:href=#ArialMT-79 x=422.460938 /></g></g></g><g id=patch_3><path d="M 88.148182 180.699286 L 123.217603 180.699286 L 123.217603 169.027183 L 88.148182 169.027183 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 123.217603 180.699286 L 158.287025 180.699286 L 158.287025 179.778534 L 123.217603 179.778534 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 158.287025 180.699286 L 193.356446 180.699286 L 193.356446 180.631175 L 158.287025 180.631175 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: 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miter"/></g><g id=patch_10><path d="M 333.634132 180.699286 L 368.703554 180.699286 L 368.703554 180.699286 L 333.634132 180.699286 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_11><path d="M 368.703554 180.699286 L 403.772975 180.699286 L 403.772975 180.68415 L 368.703554 180.68415 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_12><path d="M 403.772975 180.699286 L 438.842397 180.699286 L 438.842397 180.698024 L 403.772975 180.698024 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_13><path d="M 438.842397 180.699286 L 473.911818 180.699286 L 473.911818 180.643788 L 438.842397 180.643788 z " clip-path=url(#p671ed22b30) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_14><path d="M 68.86 180.699286 L 68.86 10.8 " style="fill: none"/></g><g id=patch_15><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_16><path d="M 68.86 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_17><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p671ed22b30><rect x=68.86 y=10.8 width=424.34 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=11) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=1653252429231488234bottom-1653252429231488234common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=36> 36 </td><td>128287</td><td><div class=bar style=width:100.0%> 80.6% </div></td></tr><tr class><td title=32> 32 </td><td>12114</td><td><div class=bar style=width:9.4%> </div> 7.6% </td></tr><tr class><td title=21> 21 </td><td>9220</td><td><div class=bar style=width:7.2%> </div> 5.8% </td></tr><tr class><td title=34> 34 </td><td>8629</td><td><div class=bar style=width:6.7%> </div> 5.4% </td></tr><tr class><td title=25> 25 </td><td>730</td><td><div class=bar style=width:0.6%> </div> 0.5% </td></tr><tr class><td title=30> 30 </td><td>53</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=59> 59 </td><td>44</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=24> 24 </td><td>34</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=51> 51 </td><td>12</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=54> 54 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=1653252429231488234bottom-1653252429231488234extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1653252429231488234extreme_values-1653252429231488234firstn aria-controls=1653252429231488234extreme_values-1653252429231488234firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#1653252429231488234extreme_values-1653252429231488234lastn aria-controls=1653252429231488234extreme_values-1653252429231488234lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1653252429231488234extreme_values-1653252429231488234firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=21> 21 </td><td>9220</td><td><div class=bar style=width:100.0%> 5.8% </div></td></tr><tr class><td title=24> 24 </td><td>34</td><td><div class=bar style=width:0.4%> </div>< 0.1% </td></tr><tr class><td title=25> 25 </td><td>730</td><td><div class=bar style=width:7.9%> </div> 0.5% </td></tr><tr class><td title=28> 28 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=30> 30 </td><td>53</td><td><div class=bar style=width:0.6%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=1653252429231488234extreme_values-1653252429231488234lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=59> 59 </td><td>44</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=54> 54 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=51> 51 </td><td>12</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=36> 36 </td><td>128287</td><td><div class=bar style=width:100.0%> 80.6% </div></td></tr><tr class><td title=34> 34 </td><td>8629</td><td><div class=bar style=width:6.7%> </div> 5.4% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_280960384793585652></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_term_tp_cd><a href=#pp_var_280960384793585652>loan_term_tp_cd</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">2.126108405</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" 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d="M 108 127.781159 L 196.363636 127.781159 L 196.363636 16.370531 L 108 16.370531 z " clip-path=url(#p0312911acd) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 10.8 127.781159 L 10.8 10.8 " style="fill: none"/></g><g id=patch_6><path d="M 205.2 127.781159 L 205.2 10.8 " style="fill: none"/></g><g id=patch_7><path d="M 10.8 127.781159 L 205.2 127.781159 " style="fill: none"/></g><g id=patch_8><path d="M 10.8 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p0312911acd><rect x=10.8 y=10.8 width=194.4 height=116.981159 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-280960384793585652, #minifreqtable280960384793585652" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-280960384793585652 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#280960384793585652bottom-280960384793585652statistics aria-controls=280960384793585652bottom-280960384793585652statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#280960384793585652bottom-280960384793585652histogram aria-controls=280960384793585652bottom-280960384793585652histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#280960384793585652bottom-280960384793585652common_values aria-controls=280960384793585652bottom-280960384793585652common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#280960384793585652bottom-280960384793585652extreme_values aria-controls=280960384793585652bottom-280960384793585652extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=280960384793585652bottom-280960384793585652statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">2</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">0.9920195838</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.4665893711</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-1.935381775</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">2.126108405</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">-0.2542489936</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">338317</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">0.9841028546</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=280960384793585652bottom-280960384793585652histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg 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class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=2) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=280960384793585652bottom-280960384793585652common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>89596</td><td><div class=bar style=width:100.0%> 56.3% </div></td></tr><tr class><td title=1> 1 </td><td>69529</td><td><div class=bar style=width:77.6%> 43.7% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=280960384793585652bottom-280960384793585652extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#280960384793585652extreme_values-280960384793585652firstn aria-controls=280960384793585652extreme_values-280960384793585652firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#280960384793585652extreme_values-280960384793585652lastn aria-controls=280960384793585652extreme_values-280960384793585652lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=280960384793585652extreme_values-280960384793585652firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>69529</td><td><div class=bar style=width:77.6%> 43.7% </div></td></tr><tr class><td title=3> 3 </td><td>89596</td><td><div class=bar style=width:100.0%> 56.3% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=280960384793585652extreme_values-280960384793585652lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3> 3 </td><td>89596</td><td><div class=bar style=width:100.0%> 56.3% </div></td></tr><tr class><td title=1> 1 </td><td>69529</td><td><div class=bar style=width:77.6%> 43.7% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_1633628416771338277></a><div class=variable><div class=col-sm-12><p class=h4 title=accr_prc_tp_str><a href=#pp_var_1633628416771338277>accr_prc_tp_str</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td 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" style="fill: none"/></g></g></g><defs><clippath id=pbc1a0d03a4><rect x=10.8 y=10.8 width=194.4 height=118.572149 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--8112533301375784751, #minifreqtable-8112533301375784751" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--8112533301375784751 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8112533301375784751bottom--8112533301375784751statistics aria-controls=-8112533301375784751bottom--8112533301375784751statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-8112533301375784751bottom--8112533301375784751histogram aria-controls=-8112533301375784751bottom--8112533301375784751histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-8112533301375784751bottom--8112533301375784751common_values aria-controls=-8112533301375784751bottom--8112533301375784751common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-8112533301375784751bottom--8112533301375784751extreme_values aria-controls=-8112533301375784751bottom--8112533301375784751extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8112533301375784751bottom--8112533301375784751statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">31.19</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">31.19</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">36.39</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">45.37</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">14.18</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">8.56843729</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.2181080824</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-0.4380983368</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">39.28528092</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">5.2</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">0.2994772327</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">6251270.327</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">73.4181176</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8112533301375784751bottom--8112533301375784751histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# 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458.024727 180.699286 z " clip-path=url(#pa838309ddb) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_52><path d="M 465.841455 180.699286 L 473.658182 180.699286 L 473.658182 55.843544 L 465.841455 55.843544 z " clip-path=url(#pa838309ddb) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 63.28 180.699286 L 63.28 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 63.28 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_56><path d="M 63.28 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pa838309ddb><rect x=63.28 y=10.8 width=429.92 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8112533301375784751bottom--8112533301375784751common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=31.19> 31.19 </td><td>41250</td><td><div class=bar style=width:100.0%> 25.9% </div></td></tr><tr class><td title=36.39> 36.39 </td><td>34804</td><td><div class=bar style=width:84.4%> 21.9% </div></td></tr><tr class><td title=53.17> 53.17 </td><td>31882</td><td><div class=bar style=width:77.3%> 20.0% </div></td></tr><tr class><td title=40.17> 40.17 </td><td>17364</td><td><div class=bar style=width:42.1%> 10.9% </div></td></tr><tr class><td title=45.37> 45.37 </td><td>6940</td><td><div class=bar style=width:16.8%> </div> 4.4% </td></tr><tr class><td title=46.67> 46.67 </td><td>6286</td><td><div class=bar style=width:15.2%> </div> 4.0% </td></tr><tr class><td title=36.4> 36.4 </td><td>2996</td><td><div class=bar style=width:7.3%> </div> 1.9% </td></tr><tr class><td title=33.67> 33.67 </td><td>2766</td><td><div class=bar style=width:6.7%> </div> 1.7% </td></tr><tr class><td title=41.47> 41.47 </td><td>2602</td><td><div class=bar style=width:6.3%> </div> 1.6% </td></tr><tr class><td title=39> 39 </td><td>2072</td><td><div class=bar style=width:5.0%> </div> 1.3% </td></tr><tr class=other><td title="Other values (50)"> Other values (50) </td><td>10163</td><td><div class=bar style=width:24.6%> </div> 6.4% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8112533301375784751bottom--8112533301375784751extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8112533301375784751extreme_values--8112533301375784751firstn aria-controls=-8112533301375784751extreme_values--8112533301375784751firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-8112533301375784751extreme_values--8112533301375784751lastn aria-controls=-8112533301375784751extreme_values--8112533301375784751lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8112533301375784751extreme_values--8112533301375784751firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:1.3%> </div>< 0.1% </td></tr><tr class><td title=5.2> 5.2 </td><td>7</td><td><div class=bar style=width:4.5%> </div>< 0.1% </td></tr><tr class><td title=7.8> 7.8 </td><td>68</td><td><div class=bar style=width:43.9%>< 0.1% </div></td></tr><tr class><td title=9.1> 9.1 </td><td>5</td><td><div class=bar style=width:3.2%> </div>< 0.1% </td></tr><tr class><td title=10.4> 10.4 </td><td>155</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8112533301375784751extreme_values--8112533301375784751lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=53.17> 53.17 </td><td>31882</td><td><div class=bar style=width:100.0%> 20.0% </div></td></tr><tr class><td title=46.67> 46.67 </td><td>6286</td><td><div class=bar style=width:19.7%> </div> 4.0% </td></tr><tr class><td title=45.37> 45.37 </td><td>6940</td><td><div class=bar style=width:21.8%> </div> 4.4% </td></tr><tr class><td title=44.07> 44.07 </td><td>1324</td><td><div class=bar style=width:4.2%> </div> 0.8% </td></tr><tr class><td title=42.77> 42.77 </td><td>4</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_732462361978602147></a><div class=variable><div class=col-sm-12><p class=h4 title=add_job_qty><a href=#pp_var_732462361978602147>add_job_qty</a><br><small>Real number (ℝ)</small></p><p><code>SKEWED</code>  <code>ZEROS</code>  </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">91</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">0.6504131972</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">1486</td></tr><tr class=alert><th>Zeros</th><td style="white-space:pre white-space:nowrap">149954</td></tr><tr class=alert><th>Zeros (%)</th><td style="white-space:pre white-space:nowrap">94.2%</td></tr><tr><th>Negative</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Negative (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=216pt height=162pt viewbox="0 0 216 162" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf 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123.135468 L 202.593079 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 10.8 123.135468 L 202.593079 123.135468 " style="fill: none"/></g><g id=patch_56><path d="M 10.8 10.8 L 202.593079 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p2570f99874><rect x=10.8 y=10.8 width=191.793079 height=112.335468 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-732462361978602147, #minifreqtable732462361978602147" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-732462361978602147 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#732462361978602147bottom-732462361978602147statistics aria-controls=732462361978602147bottom-732462361978602147statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#732462361978602147bottom-732462361978602147histogram aria-controls=732462361978602147bottom-732462361978602147histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#732462361978602147bottom-732462361978602147common_values aria-controls=732462361978602147bottom-732462361978602147common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#732462361978602147bottom-732462361978602147extreme_values aria-controls=732462361978602147bottom-732462361978602147extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=732462361978602147bottom-732462361978602147statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">1486</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">1486</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">17.8241269</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">27.4043131</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">3158.464922</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">0.6504131972</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">53.03094375</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">103497</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">317.6994997</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=732462361978602147bottom-732462361978602147histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt 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id=patch_52><path d="M 466.196545 172.807974 L 473.911818 172.807974 L 473.911818 172.807002 L 466.196545 172.807002 z " clip-path=url(#p0ed2daf475) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 68.86 172.807974 L 68.86 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 493.2 172.807974 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 68.86 172.807974 L 493.2 172.807974 " style="fill: none"/></g><g id=patch_56><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p0ed2daf475><rect x=68.86 y=10.8 width=424.34 height=162.007974 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=732462361978602147bottom-732462361978602147common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>149954</td><td><div class=bar style=width:100.0%> 94.2% </div></td></tr><tr class><td title=1> 1 </td><td>6295</td><td><div class=bar style=width:4.2%> </div> 4.0% </td></tr><tr class><td title=2> 2 </td><td>833</td><td><div class=bar style=width:0.6%> </div> 0.5% </td></tr><tr class><td title=3> 3 </td><td>377</td><td><div class=bar style=width:0.3%> </div> 0.2% </td></tr><tr class><td title=5> 5 </td><td>308</td><td><div class=bar style=width:0.2%> </div> 0.2% </td></tr><tr class><td title=4> 4 </td><td>233</td><td><div class=bar style=width:0.2%> </div> 0.1% </td></tr><tr class><td title=10> 10 </td><td>122</td><td><div class=bar style=width:0.1%> </div> 0.1% </td></tr><tr class><td title=14> 14 </td><td>76</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr><tr class><td title=8> 8 </td><td>65</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=15> 15 </td><td>63</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class=other><td title="Other values (81)"> Other values (81) </td><td>799</td><td><div class=bar style=width:0.5%> </div> 0.5% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=732462361978602147bottom-732462361978602147extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#732462361978602147extreme_values-732462361978602147firstn aria-controls=732462361978602147extreme_values-732462361978602147firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#732462361978602147extreme_values-732462361978602147lastn aria-controls=732462361978602147extreme_values-732462361978602147lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=732462361978602147extreme_values-732462361978602147firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>149954</td><td><div class=bar style=width:100.0%> 94.2% </div></td></tr><tr class><td title=1> 1 </td><td>6295</td><td><div class=bar style=width:4.2%> </div> 4.0% </td></tr><tr class><td title=2> 2 </td><td>833</td><td><div class=bar style=width:0.6%> </div> 0.5% </td></tr><tr class><td title=3> 3 </td><td>377</td><td><div class=bar style=width:0.3%> </div> 0.2% </td></tr><tr class><td title=4> 4 </td><td>233</td><td><div class=bar style=width:0.2%> </div> 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=732462361978602147extreme_values-732462361978602147lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1486> 1486 </td><td>1</td><td><div class=bar style=width:6.7%> </div>< 0.1% </td></tr><tr class><td title=1200> 1200 </td><td>13</td><td><div class=bar style=width:86.7%>< 0.1% </div></td></tr><tr class><td title=986> 986 </td><td>7</td><td><div class=bar style=width:46.7%>< 0.1% </div></td></tr><tr class><td title=893> 893 </td><td>15</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=881> 881 </td><td>2</td><td><div class=bar style=width:13.3%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_1798854042945053204></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_status_cd><a href=#pp_var_1798854042945053204>loan_status_cd</a><br><small>Real number (ℝ)</small></p><p><code>SKEWED</code>  </p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">1.000351925</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Zeros</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Zeros (%)</th><td style="white-space:pre 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/></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-1798854042945053204, #minifreqtable1798854042945053204" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-1798854042945053204 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1798854042945053204bottom-1798854042945053204statistics aria-controls=1798854042945053204bottom-1798854042945053204statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#1798854042945053204bottom-1798854042945053204histogram aria-controls=1798854042945053204bottom-1798854042945053204histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#1798854042945053204bottom-1798854042945053204common_values aria-controls=1798854042945053204bottom-1798854042945053204common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#1798854042945053204bottom-1798854042945053204extreme_values aria-controls=1798854042945053204bottom-1798854042945053204extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1798854042945053204bottom-1798854042945053204statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">1</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">4</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">3</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">0</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">0.03229686876</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.0322855067</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">8507.039791</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">1.000351925</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">92.12157878</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">159181</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">0.001043087732</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1798854042945053204bottom-1798854042945053204histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=504pt height=216pt viewbox="0 0 504 216" xmlns=http://www.w3.org/2000/svg version=1.1><metadata><rdf:rdf xmlns:dc=http://purl.org/dc/elements/1.1/ xmlns:cc=http://creativecommons.org/ns# xmlns:rdf=http://www.w3.org/1999/02/22-rdf-syntax-ns#><cc:work><dc:type rdf:resource=http://purl.org/dc/dcmitype/StillImage 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x=422.460938 /></g></g></g><g id=patch_3><path d="M 88.148182 178.726458 L 216.736061 178.726458 L 216.736061 18.796498 L 88.148182 18.796498 z " clip-path=url(#p749a37ee33) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_4><path d="M 216.736061 178.726458 L 345.323939 178.726458 L 345.323939 178.726458 L 216.736061 178.726458 z " clip-path=url(#p749a37ee33) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_5><path d="M 345.323939 178.726458 L 473.911818 178.726458 L 473.911818 178.707359 L 345.323939 178.707359 z " clip-path=url(#p749a37ee33) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_6><path d="M 68.86 178.726458 L 68.86 10.8 " style="fill: none"/></g><g id=patch_7><path d="M 493.2 178.726458 L 493.2 10.8 " style="fill: none"/></g><g id=patch_8><path d="M 68.86 178.726458 L 493.2 178.726458 " style="fill: none"/></g><g id=patch_9><path d="M 68.86 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p749a37ee33><rect x=68.86 y=10.8 width=424.34 height=167.926458 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=3) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=1798854042945053204bottom-1798854042945053204common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>159106</td><td><div class=bar style=width:100.0%> > 99.9% </div></td></tr><tr class><td title=4> 4 </td><td>18</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=3> 3 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=1798854042945053204bottom-1798854042945053204extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1798854042945053204extreme_values-1798854042945053204firstn aria-controls=1798854042945053204extreme_values-1798854042945053204firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#1798854042945053204extreme_values-1798854042945053204lastn aria-controls=1798854042945053204extreme_values-1798854042945053204lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1798854042945053204extreme_values-1798854042945053204firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=1> 1 </td><td>159106</td><td><div class=bar style=width:100.0%> > 99.9% </div></td></tr><tr class><td title=3> 3 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=4> 4 </td><td>18</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=1798854042945053204extreme_values-1798854042945053204lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=4> 4 </td><td>18</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=3> 3 </td><td>1</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class><td title=1> 1 </td><td>159106</td><td><div class=bar style=width:100.0%> > 99.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_6556240498020527258></a><div class=variable><div class=col-sm-12><p class=h4 title=overdue_rate><a href=#pp_var_6556240498020527258>overdue_rate</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">60</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Infinite</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Infinite (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">39.28533</td></tr></tbody></table></div><div class=col-sm-4><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Zeros</th><td style="white-space:pre 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id=patch_52><path d="M 192.829091 129.372149 L 196.363636 129.372149 L 196.363636 42.233631 L 192.829091 42.233631 z " clip-path=url(#pa5c011804e) style="fill: #377eb8; stroke: #ffffff; stroke-width: 0.3; stroke-linejoin: miter"/></g><g id=patch_53><path d="M 10.8 129.372149 L 10.8 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 205.2 129.372149 L 205.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 10.8 129.372149 L 205.2 129.372149 " style="fill: none"/></g><g id=patch_56><path d="M 10.8 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pa5c011804e><rect x=10.8 y=10.8 width=194.4 height=118.572149 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-6556240498020527258, #minifreqtable6556240498020527258" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-6556240498020527258 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#6556240498020527258bottom-6556240498020527258statistics aria-controls=6556240498020527258bottom-6556240498020527258statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#6556240498020527258bottom-6556240498020527258histogram aria-controls=6556240498020527258bottom-6556240498020527258histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#6556240498020527258bottom-6556240498020527258common_values aria-controls=6556240498020527258bottom-6556240498020527258common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#6556240498020527258bottom-6556240498020527258extreme_values aria-controls=6556240498020527258bottom-6556240498020527258extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=6556240498020527258bottom-6556240498020527258statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">31.19</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">31.19</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">36.39</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">45.37</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">53.17</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">14.18</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">8.568245952</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.2181029395</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">-0.4388245068</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">39.28533</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">5.2</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">0.2997026615</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">6251278.137</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">73.41483869</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" 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id=patch_54><path d="M 493.2 180.699286 L 493.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 63.28 180.699286 L 493.2 180.699286 " style="fill: none"/></g><g id=patch_56><path d="M 63.28 10.8 L 493.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pa6ef85d36a><rect x=63.28 y=10.8 width=429.92 height=169.899286 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=6556240498020527258bottom-6556240498020527258common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=31.19> 31.19 </td><td>41249</td><td><div class=bar style=width:100.0%> 25.9% </div></td></tr><tr class><td title=36.39> 36.39 </td><td>34804</td><td><div class=bar style=width:84.4%> 21.9% </div></td></tr><tr class><td title=53.17> 53.17 </td><td>31882</td><td><div class=bar style=width:77.3%> 20.0% </div></td></tr><tr class><td title=40.17> 40.17 </td><td>17364</td><td><div class=bar style=width:42.1%> 10.9% </div></td></tr><tr class><td title=45.37> 45.37 </td><td>6940</td><td><div class=bar style=width:16.8%> </div> 4.4% </td></tr><tr class><td title=46.67> 46.67 </td><td>6286</td><td><div class=bar style=width:15.2%> </div> 4.0% </td></tr><tr class><td title=36.4> 36.4 </td><td>2996</td><td><div class=bar style=width:7.3%> </div> 1.9% </td></tr><tr class><td title=33.67> 33.67 </td><td>2766</td><td><div class=bar style=width:6.7%> </div> 1.7% </td></tr><tr class><td title=41.47> 41.47 </td><td>2602</td><td><div class=bar style=width:6.3%> </div> 1.6% </td></tr><tr class><td title=39> 39 </td><td>2072</td><td><div class=bar style=width:5.0%> </div> 1.3% </td></tr><tr class=other><td title="Other values (50)"> Other values (50) </td><td>10164</td><td><div class=bar style=width:24.6%> </div> 6.4% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=6556240498020527258bottom-6556240498020527258extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#6556240498020527258extreme_values-6556240498020527258firstn aria-controls=6556240498020527258extreme_values-6556240498020527258firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#6556240498020527258extreme_values-6556240498020527258lastn aria-controls=6556240498020527258extreme_values-6556240498020527258lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=6556240498020527258extreme_values-6556240498020527258firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0> 0 </td><td>2</td><td><div class=bar style=width:1.3%> </div>< 0.1% </td></tr><tr class><td title=5.2> 5.2 </td><td>7</td><td><div class=bar style=width:4.5%> </div>< 0.1% </td></tr><tr class><td title=7.8> 7.8 </td><td>67</td><td><div class=bar style=width:43.2%>< 0.1% </div></td></tr><tr class><td title=9.1> 9.1 </td><td>5</td><td><div class=bar style=width:3.2%> </div>< 0.1% </td></tr><tr class><td title=10.4> 10.4 </td><td>155</td><td><div class=bar style=width:100.0%> 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=6556240498020527258extreme_values-6556240498020527258lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=53.17> 53.17 </td><td>31882</td><td><div class=bar style=width:100.0%> 20.0% </div></td></tr><tr class><td title=46.67> 46.67 </td><td>6286</td><td><div class=bar style=width:19.7%> </div> 4.0% </td></tr><tr class><td title=45.37> 45.37 </td><td>6940</td><td><div class=bar style=width:21.8%> </div> 4.4% </td></tr><tr class><td title=44.07> 44.07 </td><td>1324</td><td><div class=bar style=width:4.2%> </div> 0.8% </td></tr><tr class><td title=42.77> 42.77 </td><td>4</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-778826292936570845></a><div class=variable><div class=col-sm-12><p class=h4 title=credit_class_str><a href=#pp_var_-778826292936570845>credit_class_str</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">2</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing 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10.8 " style="fill: none"/></g><g id=patch_54><path d="M 205.2 126.253808 L 205.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 10.8 126.253808 L 205.2 126.253808 " style="fill: none"/></g><g id=patch_56><path d="M 10.8 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=p0724efa9be><rect x=10.8 y=10.8 width=194.4 height=115.453808 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--6571306225726041404, #minifreqtable-6571306225726041404" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--6571306225726041404 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6571306225726041404bottom--6571306225726041404statistics aria-controls=-6571306225726041404bottom--6571306225726041404statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-6571306225726041404bottom--6571306225726041404histogram aria-controls=-6571306225726041404bottom--6571306225726041404histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-6571306225726041404bottom--6571306225726041404common_values aria-controls=-6571306225726041404bottom--6571306225726041404common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-6571306225726041404bottom--6571306225726041404extreme_values aria-controls=-6571306225726041404bottom--6571306225726041404extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6571306225726041404bottom--6571306225726041404statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">-6</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">11</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">23</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">35</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">47</td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">239</td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">245</td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">24</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">13.25679203</td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">0.5750766679</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">1.588255974</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">23.05221681</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">12</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">1.035947725</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">3668184</td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">175.7425349</td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6571306225726041404bottom--6571306225726041404histogram><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" 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width=422.758503 height=165.95363 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6571306225726041404bottom--6571306225726041404common_values><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=11> 11 </td><td>69318</td><td><div class=bar style=width:100.0%> 43.6% </div></td></tr><tr class><td title=35> 35 </td><td>41739</td><td><div class=bar style=width:60.2%> 26.2% </div></td></tr><tr class><td title=23> 23 </td><td>35821</td><td><div class=bar style=width:51.7%> 22.5% </div></td></tr><tr class><td title=59> 59 </td><td>7458</td><td><div class=bar style=width:10.8%> </div> 4.7% </td></tr><tr class><td title=47> 47 </td><td>3089</td><td><div class=bar style=width:4.5%> </div> 1.9% </td></tr><tr class><td title=17> 17 </td><td>902</td><td><div class=bar style=width:1.3%> </div> 0.6% </td></tr><tr class><td title=29> 29 </td><td>187</td><td><div class=bar style=width:0.3%> </div> 0.1% </td></tr><tr class><td title=5> 5 </td><td>69</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr><tr class><td title=34> 34 </td><td>36</td><td><div class=bar style=width:0.1%> </div>< 0.1% </td></tr><tr class><td title=2> 2 </td><td>28</td><td><div class=bar style=width:0.0%> </div>< 0.1% </td></tr><tr class=other><td title="Other values (50)"> Other values (50) </td><td>478</td><td><div class=bar style=width:0.7%> </div> 0.3% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-6571306225726041404bottom--6571306225726041404extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6571306225726041404extreme_values--6571306225726041404firstn aria-controls=-6571306225726041404extreme_values--6571306225726041404firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-6571306225726041404extreme_values--6571306225726041404lastn aria-controls=-6571306225726041404extreme_values--6571306225726041404lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6571306225726041404extreme_values--6571306225726041404firstn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=-6> -6 </td><td>1</td><td><div class=bar style=width:3.6%> </div>< 0.1% </td></tr><tr class><td title=-4> -4 </td><td>1</td><td><div class=bar style=width:3.6%> </div>< 0.1% </td></tr><tr class><td title=0> 0 </td><td>1</td><td><div class=bar style=width:3.6%> </div>< 0.1% </td></tr><tr class><td title=1> 1 </td><td>1</td><td><div class=bar style=width:3.6%> </div>< 0.1% </td></tr><tr class><td title=2> 2 </td><td>28</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-6571306225726041404extreme_values--6571306225726041404lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=239> 239 </td><td>2</td><td><div class=bar style=width:8.7%> </div>< 0.1% </td></tr><tr class><td title=126> 126 </td><td>1</td><td><div class=bar style=width:4.3%> </div>< 0.1% </td></tr><tr class><td title=120> 120 </td><td>1</td><td><div class=bar style=width:4.3%> </div>< 0.1% </td></tr><tr class><td title=119> 119 </td><td>23</td><td><div class=bar style=width:100.0%>< 0.1% </div></td></tr><tr class><td title=94> 94 </td><td>2</td><td><div class=bar style=width:8.7%> </div>< 0.1% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_2879605392650967386></a><div class=variable><div class=col-sm-12><p class=h4 title=loan_duration_str><a href=#pp_var_2879605392650967386>loan_duration_str</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">9</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg 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href=#pp_var_2073617986434737752>coll_objs_tp_cd</a><br><small>Text</small></p><p class=variable-description></p></div><div class=col-sm-6><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td style="white-space:pre white-space:nowrap">78</td></tr><tr><th>Distinct (%)</th><td style="white-space:pre white-space:nowrap">< 0.1%</td></tr><tr><th>Missing</th><td style="white-space:pre white-space:nowrap">0</td></tr><tr><th>Missing (%)</th><td style="white-space:pre white-space:nowrap">0.0%</td></tr><tr><th>Memory size</th><td style="white-space:pre white-space:nowrap">1.2 MiB</td></tr></tbody></table></div><div class=col-sm-6><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg class="img-responsive center-img" xmlns:xlink=http://www.w3.org/1999/xlink width=432pt height=288pt viewbox="0 0 432 288" xmlns=http://www.w3.org/2000/svg 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11.210169 10.8 " style="fill: none"/></g><g id=patch_54><path d="M 205.2 113.022818 L 205.2 10.8 " style="fill: none"/></g><g id=patch_55><path d="M 11.210169 113.022818 L 205.2 113.022818 " style="fill: none"/></g><g id=patch_56><path d="M 11.210169 10.8 L 205.2 10.8 " style="fill: none"/></g></g></g><defs><clippath id=pf8a7c0bd2e><rect x=11.210169 y=10.8 width=193.989831 height=102.222818 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--235996544680697243, #minifreqtable-235996544680697243" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--235996544680697243 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-235996544680697243bottom--235996544680697243statistics aria-controls=-235996544680697243bottom--235996544680697243statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-235996544680697243bottom--235996544680697243histogram aria-controls=-235996544680697243bottom--235996544680697243histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-235996544680697243bottom--235996544680697243common_values aria-controls=-235996544680697243bottom--235996544680697243common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-235996544680697243bottom--235996544680697243extreme_values aria-controls=-235996544680697243bottom--235996544680697243extreme_values role=tab data-toggle=tab>Extreme values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-235996544680697243bottom--235996544680697243statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td style="white-space:pre white-space:nowrap">45833331</td></tr><tr><th>5-th percentile</th><td style="white-space:pre white-space:nowrap">50000000</td></tr><tr><th>Q1</th><td style="white-space:pre white-space:nowrap">100000000</td></tr><tr><th>median</th><td style="white-space:pre white-space:nowrap">280000000</td></tr><tr><th>Q3</th><td style="white-space:pre white-space:nowrap">900000000</td></tr><tr><th>95-th percentile</th><td style="white-space:pre white-space:nowrap">1.589966211 × 10<sup>10</sup></td></tr><tr><th>Maximum</th><td style="white-space:pre white-space:nowrap">1.04207828 × 10<sup>13</sup></td></tr><tr><th>Range</th><td style="white-space:pre white-space:nowrap">1.042073697 × 10<sup>13</sup></td></tr><tr><th>Interquartile range (IQR)</th><td style="white-space:pre white-space:nowrap">800000000</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Descriptive statistics</p><table class="table table-condensed stats"><tbody><tr><th>Standard deviation</th><td style="white-space:pre white-space:nowrap">9.093876299 × 10<sup>10</sup></td></tr><tr><th>Coefficient of variation (CV)</th><td style="white-space:pre white-space:nowrap">15.75008734</td></tr><tr><th>Kurtosis</th><td style="white-space:pre white-space:nowrap">4298.131794</td></tr><tr><th>Mean</th><td style="white-space:pre white-space:nowrap">5773857695</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td style="white-space:pre white-space:nowrap">210000000</td></tr><tr><th>Skewness</th><td style="white-space:pre white-space:nowrap">56.95442121</td></tr><tr><th>Sum</th><td style="white-space:pre white-space:nowrap">9.187651058 × 10<sup>14</sup></td></tr><tr><th>Variance</th><td style="white-space:pre white-space:nowrap">8.269858613 × 10<sup>21</sup></td></tr><tr><th>Monotonicity</th><td style="white-space:pre white-space:nowrap">Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-235996544680697243bottom--235996544680697243histogram><?xml version="1.0" encoding="utf-8" 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