332ebf6c56
Signed-off-by: 王康飞 <13191081+shallowdreamqaq@user.noreply.gitee.com>
14246 lines
1.8 MiB
Plaintext
14246 lines
1.8 MiB
Plaintext
<!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 v3.6.6"><meta name=url content=https://github.com/ydataai/pandas-profiling><meta name=date content="2023-07-16 01:23:35.657398"><title>Pandas Profiling Report</title><style>
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/*!
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* Bootstrap v3.3.7 (http://getbootstrap.com)
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* Copyright 2011-2016 Twitter, Inc.
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* Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
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padding-top: 80px;
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}
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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;
|
|
}
|
|
|
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.stats th, .stats td{
|
|
color: #555;
|
|
border: 0;
|
|
}
|
|
|
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.stats th {
|
|
padding: 0 2em 0 0;
|
|
font-weight: 600;
|
|
}
|
|
|
|
.stats td {
|
|
padding: 1px;
|
|
}
|
|
|
|
|
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/* Sample table */
|
|
table.sample, table.duplicate, table.correlation-table {
|
|
margin-bottom: 2em;
|
|
margin-left: 1em;
|
|
}
|
|
|
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.sample td, .sample th, .duplicate td, .duplicate th, .correlation-table td, .correlation-table th {
|
|
padding: 0.5em;
|
|
white-space: nowrap;
|
|
border: 0;
|
|
|
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}
|
|
|
|
.sample thead, .duplicate thead, .correlation-table thead {
|
|
border-top: 0;
|
|
border-bottom: 2px solid #ddd;
|
|
}
|
|
|
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.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! */
|
|
overflow:hidden;
|
|
}
|
|
|
|
.variable.ignore .h4{
|
|
text-decoration: line-through;
|
|
}
|
|
|
|
.table-responsive{
|
|
overflow: scroll;
|
|
width: 100%;
|
|
overflow-y: hidden;
|
|
}
|
|
.img-responsive{
|
|
max-width: 99%;
|
|
min-width: 99%;
|
|
}
|
|
.footer-text{
|
|
padding:20px;
|
|
}
|
|
|
|
table.list-warnings td{
|
|
padding-right:10px;
|
|
}
|
|
|
|
a.anchor-pos {
|
|
display: block;
|
|
position: relative;
|
|
top: -70px;
|
|
visibility: hidden;
|
|
}
|
|
|
|
a.anchor-pos-variable{
|
|
/*top: -70px;*/
|
|
}
|
|
|
|
#sample-container, #duplicate-container {
|
|
overflow: auto;
|
|
width: 100%;
|
|
overflow-y: hidden;
|
|
}
|
|
|
|
#correlation-table-container {
|
|
max-height: 400px;
|
|
overflow: auto;
|
|
}
|
|
|
|
#overview-content td, #overview-content th{
|
|
border-top: 0;
|
|
line-height: 1;
|
|
}
|
|
|
|
.variable-description{
|
|
color: #777;
|
|
font-size: 10pt;
|
|
margin-top: 10px;
|
|
font-style: italic;
|
|
}
|
|
|
|
select.multiple{
|
|
width: 180px;
|
|
height: 500px;
|
|
margin: 10px 0;
|
|
}
|
|
|
|
.named-list-item{
|
|
padding: 1em;
|
|
}
|
|
|
|
/* not printing tabs */
|
|
@media print {
|
|
.tab-content > .tab-pane, .collapse {
|
|
display: block !important;
|
|
opacity: 1 !important;
|
|
visibility: visible !important;
|
|
/*page-break-after: always;*/
|
|
page-break-after: right;
|
|
page-break-before: avoid;
|
|
}
|
|
|
|
.nav-pills, .nav-tabs, button[data-toggle="collapse"], .mini, .col-sm-3 img {
|
|
display:none !important;
|
|
}
|
|
|
|
a[download="config.yml"]:after {
|
|
content: none !important;
|
|
}
|
|
|
|
.row {
|
|
border: 0 !important;
|
|
}
|
|
}
|
|
|
|
.text-placeholder {
|
|
display: inline-block;
|
|
background-color: #444;
|
|
height: 12px;
|
|
border-radius: 100px;
|
|
margin: 5px 0;
|
|
min-width: 200px;
|
|
opacity: .1;
|
|
}
|
|
|
|
.freq.table-0 .bar {
|
|
background-color: #377eb8;
|
|
}
|
|
.freq.table-1 .bar {
|
|
background-color: #e41a1c;
|
|
}
|
|
</style></head><body><a class=anchor-pos id=top></a><nav class="navbar navbar-default navbar-fixed-top"><div class=container-fluid><div class=navbar-header><button type=button class="navbar-toggle collapsed" data-toggle=collapse data-target=#navbar aria-expanded=false aria-controls=navbar><span class=sr-only>Toggle navigation</span><span class=icon-bar></span><span class=icon-bar></span><span class=icon-bar></span></button><a class="navbar-brand anchor" href=#top>Pandas Profiling Report</a></div><div id=navbar class="navbar-collapse collapse"><ul class="nav navbar-nav navbar-right"><li><a href=#overview>Overview</a></li><li><a href=#variables-dropdown>Variables</a></li><li><a href=#interactions>Interactions</a></li><li><a href=#correlations_tab>Correlations</a></li><li><a href=#missing>Missing values</a></li><li><a href=#sample>Sample</a></li><li><a href=#duplicate>Duplicate rows</a></li></ul></div></div></nav><div class=content><div class=container><div class="row header"><a class=anchor-pos id=overview></a><h1 class=page-header>Overview</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-pills" role=tablist><li role=presentation class=active><a href=#overview-dataset_overview aria-controls=overview-dataset_overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#overview-alerts aria-controls=overview-alerts role=tab data-toggle=tab>Alerts <span class=badge>7</span></a></li><li role=presentation><a href=#overview-reproduction aria-controls=overview-reproduction role=tab data-toggle=tab>Reproduction</a></li></ul><div class=tab-content style="padding-top: 10px;"><div role=tabpanel class="tab-pane col-sm-12 active" id=overview-dataset_overview><div class=col-sm-6><p class=h4>Dataset statistics</p><table class="table table-condensed stats"><tbody><tr><th>Number of variables</th><td>6</td></tr><tr><th>Number of observations</th><td>366</td></tr><tr><th>Missing cells</th><td>9</td></tr><tr><th>Missing cells (%)</th><td>0.4%</td></tr><tr><th>Duplicate rows</th><td>17</td></tr><tr><th>Duplicate rows (%)</th><td>4.6%</td></tr><tr><th>Total size in memory</th><td>17.3 KiB</td></tr><tr><th>Average record size in memory</th><td>48.3 B</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Variable types</p><table class="table table-condensed stats"><tbody><tr><th>Numeric</th><td>5</td></tr><tr><th>Categorical</th><td>1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-alerts><div class=col-sm-12><table class="table table-condensed list-warnings"><p class=h4>Alerts</p><tr style=border-top:0><td>Dataset has 17 (4.6%) <a href=#duplicate>duplicate rows</a></td><td><span class="label label-default">Duplicates</span></td></tr><tr><td><a href=#pp_var_5278830448086252290><code>y</code></a> has 9 (2.5%) missing values</td><td><span class="label label-info">Missing</span></td></tr><tr><td><a href=#pp_var_2776660896159416987><code>直肠温度</code></a> has 69 (18.9%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_-1836235906662815408><code>脉搏</code></a> has 26 (7.1%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_-2371080293815029903><code>呼吸频率</code></a> has 71 (19.4%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_7477247741309338957><code>红细胞体积</code></a> has 36 (9.8%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_4969763529588184561><code>总蛋白值</code></a> has 42 (11.5%) zeros</td><td><span class="label label-info">Zeros</span></td></tr></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-reproduction><div class=col-sm-12><p class=h4>Reproduction</p><table class="table table-condensed stats"><tbody><tr><th>Analysis started</th><td>2023-07-16 01:23:35.657398</td></tr><tr><th>Analysis finished</th><td>2023-07-16 01:23:38.953735</td></tr><tr><th>Duration</th><td>3.3 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v3.6.6</a></td></tr><tr><th>Download configuration</th><td><a download=config.json 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class="row header"><a class=anchor-pos id=variables-dropdown></a><h1 class=page-header>Variables</h1></div><div class=section-items><select name=Variables id=variables-dropdown><option value>Select Columns</option><option value=直肠温度>直肠温度</option><option value=脉搏>脉搏</option><option value=呼吸频率>呼吸频率</option><option value=红细胞体积>红细胞体积</option><option value=总蛋白值>总蛋白值</option><option value=y>y</option></select><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_2776660896159416987></a><div class=variable><div class=col-sm-12><p class=h4 title=直肠温度><a href=#pp_var_2776660896159416987>直肠温度</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>41</td></tr><tr><th>Distinct (%)</th><td>11.2%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Infinite</th><td>0</td></tr><tr><th>Infinite 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style=width:17.8%> </div> 5.7% </td></tr><tr class><td title=38.5> 38.5 </td><td>21</td><td><div class=bar style=width:17.8%> </div> 5.7% </td></tr><tr class><td title=37.5> 37.5 </td><td>16</td><td><div class=bar style=width:13.6%> </div> 4.4% </td></tr><tr class><td title=38.1> 38.1 </td><td>15</td><td><div class=bar style=width:12.7%> </div> 4.1% </td></tr><tr class><td title=38.4> 38.4 </td><td>14</td><td><div class=bar style=width:11.9%> </div> 3.8% </td></tr><tr class><td title=38.6> 38.6 </td><td>14</td><td><div class=bar style=width:11.9%> </div> 3.8% </td></tr><tr class=other><td title="Other values (31)"> Other values (31) </td><td>118</td><td><div class=bar style=width:100.0%> 32.2% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2776660896159416987bottom-2776660896159416987extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#2776660896159416987extreme_values-2776660896159416987firstn aria-controls=2776660896159416987extreme_values-2776660896159416987firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#2776660896159416987extreme_values-2776660896159416987lastn aria-controls=2776660896159416987extreme_values-2776660896159416987lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=2776660896159416987extreme_values-2776660896159416987firstn><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>69</td><td><div class=bar style=width:100.0%> 18.9% </div></td></tr><tr class><td title=35.4> 35.4 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=36> 36 </td><td>2</td><td><div class=bar style=width:2.9%> </div> 0.5% </td></tr><tr class><td title=36.1> 36.1 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=36.4> 36.4 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=36.5> 36.5 </td><td>2</td><td><div class=bar style=width:2.9%> </div> 0.5% </td></tr><tr class><td title=36.6> 36.6 </td><td>2</td><td><div class=bar style=width:2.9%> </div> 0.5% </td></tr><tr class><td title=36.8> 36.8 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=36.9> 36.9 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=37> 37 </td><td>4</td><td><div class=bar style=width:5.8%> </div> 1.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=2776660896159416987extreme_values-2776660896159416987lastn><table class="freq table table-hover table-striped table-0"><thead><tr><td>Value</td><td>Count</td><td>Frequency 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</div> 4.4% </td></tr><tr class><td title=42> 42 </td><td>15</td><td><div class=bar style=width:9.0%> </div> 4.1% </td></tr><tr class><td title=88> 88 </td><td>15</td><td><div class=bar style=width:9.0%> </div> 4.1% </td></tr><tr class><td title=52> 52 </td><td>14</td><td><div class=bar style=width:8.4%> </div> 3.8% </td></tr><tr class><td title=72> 72 </td><td>13</td><td><div class=bar style=width:7.8%> </div> 3.6% </td></tr><tr class><td title=100> 100 </td><td>13</td><td><div class=bar style=width:7.8%> </div> 3.6% </td></tr><tr class=other><td title="Other values (45)"> Other values (45) </td><td>166</td><td><div class=bar style=width:100.0%> 45.4% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1836235906662815408bottom--1836235906662815408extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1836235906662815408extreme_values--1836235906662815408firstn aria-controls=-1836235906662815408extreme_values--1836235906662815408firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#-1836235906662815408extreme_values--1836235906662815408lastn aria-controls=-1836235906662815408extreme_values--1836235906662815408lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1836235906662815408extreme_values--1836235906662815408firstn><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>26</td><td><div class=bar style=width:100.0%> 7.1% </div></td></tr><tr class><td title=30> 30 </td><td>2</td><td><div class=bar style=width:7.7%> </div> 0.5% </td></tr><tr class><td title=34> 34 </td><td>1</td><td><div class=bar style=width:3.8%> </div> 0.3% </td></tr><tr class><td title=36> 36 </td><td>4</td><td><div class=bar 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" style="fill: none"/></g></g></g><defs><clippath id=pc2e5b67223><rect x=10.8 y=10.8 width=188.381446 height=115.326529 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--2371080293815029903, #minifreqtable-2371080293815029903" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom--2371080293815029903 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2371080293815029903bottom--2371080293815029903statistics aria-controls=-2371080293815029903bottom--2371080293815029903statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#-2371080293815029903bottom--2371080293815029903histogram aria-controls=-2371080293815029903bottom--2371080293815029903histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#-2371080293815029903bottom--2371080293815029903common_values aria-controls=-2371080293815029903bottom--2371080293815029903common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#-2371080293815029903bottom--2371080293815029903extreme_values aria-controls=-2371080293815029903bottom--2371080293815029903extreme_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=-2371080293815029903bottom--2371080293815029903statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td>0</td></tr><tr><th>5-th percentile</th><td>0</td></tr><tr><th>Q1</th><td>12</td></tr><tr><th>median</th><td>21.5</td></tr><tr><th>Q3</th><td>35</td></tr><tr><th>95-th percentile</th><td>64.5</td></tr><tr><th>Maximum</th><td>96</td></tr><tr><th>Range</th><td>96</td></tr><tr><th>Interquartile range (IQR)</th><td>23</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>19.968438</td></tr><tr><th>Coefficient of variation (CV)</th><td>0.81159891</td></tr><tr><th>Kurtosis</th><td>1.6528179</td></tr><tr><th>Mean</th><td>24.603825</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td>10.5</td></tr><tr><th>Skewness</th><td>1.1088325</td></tr><tr><th>Sum</th><td>9005</td></tr><tr><th>Variance</th><td>398.73851</td></tr><tr><th>Monotonicity</th><td>Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-2371080293815029903bottom--2371080293815029903histogram><?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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style=width:31.3%> </div> 7.1% </td></tr><tr class><td title=30> 30 </td><td>26</td><td><div class=bar style=width:31.3%> </div> 7.1% </td></tr><tr class><td title=40> 40 </td><td>21</td><td><div class=bar style=width:25.3%> </div> 5.7% </td></tr><tr class><td title=36> 36 </td><td>20</td><td><div class=bar style=width:24.1%> </div> 5.5% </td></tr><tr class><td title=28> 28 </td><td>16</td><td><div class=bar style=width:19.3%> </div> 4.4% </td></tr><tr class><td title=32> 32 </td><td>12</td><td><div class=bar style=width:14.5%> </div> 3.3% </td></tr><tr class=other><td title="Other values (31)"> Other values (31) </td><td>83</td><td><div class=bar style=width:100.0%> 22.7% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-2371080293815029903bottom--2371080293815029903extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-2371080293815029903extreme_values--2371080293815029903firstn aria-controls=-2371080293815029903extreme_values--2371080293815029903firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#-2371080293815029903extreme_values--2371080293815029903lastn aria-controls=-2371080293815029903extreme_values--2371080293815029903lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-2371080293815029903extreme_values--2371080293815029903firstn><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>71</td><td><div class=bar style=width:100.0%> 19.4% </div></td></tr><tr class><td title=8> 8 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=9> 9 </td><td>2</td><td><div class=bar style=width:2.8%> </div> 0.5% </td></tr><tr class><td title=10> 10 </td><td>4</td><td><div class=bar style=width:5.6%> </div> 1.1% </td></tr><tr class><td title=12> 12 </td><td>27</td><td><div class=bar style=width:38.0%> </div> 7.4% </td></tr><tr class><td title=13> 13 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=14> 14 </td><td>4</td><td><div class=bar style=width:5.6%> </div> 1.1% </td></tr><tr class><td title=15> 15 </td><td>1</td><td><div class=bar style=width:1.4%> </div> 0.3% </td></tr><tr class><td title=16> 16 </td><td>26</td><td><div class=bar style=width:36.6%> </div> 7.1% </td></tr><tr class><td title=18> 18 </td><td>10</td><td><div class=bar style=width:14.1%> </div> 2.7% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-2371080293815029903extreme_values--2371080293815029903lastn><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=96> 96 </td><td>3</td><td><div class=bar style=width:30.0%> </div> 0.8% </td></tr><tr class><td title=90> 90 </td><td>2</td><td><div class=bar style=width:20.0%> </div> 0.5% </td></tr><tr class><td title=88> 88 </td><td>1</td><td><div class=bar style=width:10.0%> </div> 0.3% </td></tr><tr class><td title=84> 84 </td><td>2</td><td><div class=bar style=width:20.0%> </div> 0.5% </td></tr><tr class><td title=80> 80 </td><td>3</td><td><div class=bar style=width:30.0%> </div> 0.8% </td></tr><tr class><td title=72> 72 </td><td>2</td><td><div class=bar style=width:20.0%> </div> 0.5% </td></tr><tr class><td title=70> 70 </td><td>2</td><td><div class=bar style=width:20.0%> </div> 0.5% </td></tr><tr class><td title=68> 68 </td><td>3</td><td><div class=bar style=width:30.0%> </div> 0.8% </td></tr><tr class><td title=66> 66 </td><td>1</td><td><div class=bar style=width:10.0%> </div> 0.3% </td></tr><tr class><td title=60> 60 </td><td>10</td><td><div class=bar style=width:100.0%> 2.7% 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4.4% </td></tr><tr class><td title=43> 43 </td><td>16</td><td><div class=bar style=width:8.6%> </div> 4.4% </td></tr><tr class><td title=35> 35 </td><td>16</td><td><div class=bar style=width:8.6%> </div> 4.4% </td></tr><tr class><td title=40> 40 </td><td>14</td><td><div class=bar style=width:7.5%> </div> 3.8% </td></tr><tr class><td title=36> 36 </td><td>13</td><td><div class=bar style=width:7.0%> </div> 3.6% </td></tr><tr class><td title=47> 47 </td><td>13</td><td><div class=bar style=width:7.0%> </div> 3.6% </td></tr><tr class=other><td title="Other values (45)"> Other values (45) </td><td>186</td><td><div class=bar style=width:100.0%> 50.8% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=7477247741309338957bottom-7477247741309338957extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7477247741309338957extreme_values-7477247741309338957firstn aria-controls=7477247741309338957extreme_values-7477247741309338957firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#7477247741309338957extreme_values-7477247741309338957lastn aria-controls=7477247741309338957extreme_values-7477247741309338957lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7477247741309338957extreme_values-7477247741309338957firstn><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>36</td><td><div class=bar style=width:100.0%> 9.8% </div></td></tr><tr class><td title=4> 4 </td><td>1</td><td><div class=bar style=width:2.8%> </div> 0.3% </td></tr><tr class><td title=6.4> 6.4 </td><td>1</td><td><div class=bar style=width:2.8%> </div> 0.3% </td></tr><tr class><td title=23> 23 </td><td>1</td><td><div class=bar 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0.5% </div></td></tr><tr class><td title=74> 74 </td><td>2</td><td><div class=bar style=width:50.0%> 0.5% </div></td></tr><tr class><td title=73> 73 </td><td>2</td><td><div class=bar style=width:50.0%> 0.5% </div></td></tr><tr class><td title=72> 72 </td><td>1</td><td><div class=bar style=width:25.0%> </div> 0.3% </td></tr><tr class><td title=71> 71 </td><td>1</td><td><div class=bar style=width:25.0%> </div> 0.3% </td></tr><tr class><td title=70> 70 </td><td>1</td><td><div class=bar style=width:25.0%> </div> 0.3% </td></tr><tr class><td title=69> 69 </td><td>2</td><td><div class=bar style=width:50.0%> 0.5% </div></td></tr><tr class><td title=68> 68 </td><td>4</td><td><div class=bar style=width:100.0%> 1.1% </div></td></tr><tr class><td title=67> 67 </td><td>1</td><td><div class=bar style=width:25.0%> </div> 0.3% </td></tr><tr class><td title=66> 66 </td><td>3</td><td><div class=bar style=width:75.0%> 0.8% 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" style="fill: none"/></g></g></g><defs><clippath id=p1f9efdd53e><rect x=10.8 y=10.8 width=194.4 height=118.44487 /></clippath></defs></svg></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-4969763529588184561, #minifreqtable4969763529588184561" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-4969763529588184561 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4969763529588184561bottom-4969763529588184561statistics aria-controls=4969763529588184561bottom-4969763529588184561statistics role=tab data-toggle=tab>Statistics</a></li><li role=presentation><a href=#4969763529588184561bottom-4969763529588184561histogram aria-controls=4969763529588184561bottom-4969763529588184561histogram role=tab data-toggle=tab>Histogram</a></li><li role=presentation><a href=#4969763529588184561bottom-4969763529588184561common_values aria-controls=4969763529588184561bottom-4969763529588184561common_values role=tab data-toggle=tab>Common values</a></li><li role=presentation><a href=#4969763529588184561bottom-4969763529588184561extreme_values aria-controls=4969763529588184561bottom-4969763529588184561extreme_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=4969763529588184561bottom-4969763529588184561statistics><div class=col-sm-6><p class=h4>Quantile statistics</p><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td>0</td></tr><tr><th>5-th percentile</th><td>0</td></tr><tr><th>Q1</th><td>6.1</td></tr><tr><th>median</th><td>7.15</td></tr><tr><th>Q3</th><td>53.75</td></tr><tr><th>95-th percentile</th><td>74</td></tr><tr><th>Maximum</th><td>89</td></tr><tr><th>Range</th><td>89</td></tr><tr><th>Interquartile range (IQR)</th><td>47.65</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>27.142298</td></tr><tr><th>Coefficient of variation (CV)</th><td>1.2452468</td></tr><tr><th>Kurtosis</th><td>-0.52467259</td></tr><tr><th>Mean</th><td>21.796721</td></tr><tr><th>Median Absolute Deviation (MAD)</th><td>1.35</td></tr><tr><th>Skewness</th><td>1.1383707</td></tr><tr><th>Sum</th><td>7977.6</td></tr><tr><th>Variance</th><td>736.70432</td></tr><tr><th>Monotonicity</th><td>Not monotonic</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4969763529588184561bottom-4969763529588184561histogram><?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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" style="fill: none"/></g></g></g><defs><clippath id=pad51e0d8ef><rect x=52.12 y=10.8 width=441.08 height=168.881052 /></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=4969763529588184561bottom-4969763529588184561common_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>42</td><td><div class=bar style=width:19.5%> </div> 11.5% </td></tr><tr class><td title=7.5> 7.5 </td><td>17</td><td><div class=bar style=width:7.9%> </div> 4.6% </td></tr><tr class><td title=6.5> 6.5 </td><td>16</td><td><div class=bar style=width:7.4%> </div> 4.4% </td></tr><tr class><td title=7> 7 </td><td>15</td><td><div class=bar style=width:7.0%> </div> 4.1% </td></tr><tr class><td title=6.6> 6.6 </td><td>12</td><td><div class=bar style=width:5.6%> </div> 3.3% </td></tr><tr class><td title=6> 6 </td><td>11</td><td><div class=bar style=width:5.1%> </div> 3.0% </td></tr><tr class><td title=5.9> 5.9 </td><td>10</td><td><div class=bar style=width:4.7%> </div> 2.7% </td></tr><tr class><td title=65> 65 </td><td>10</td><td><div class=bar style=width:4.7%> </div> 2.7% </td></tr><tr class><td title=6.7> 6.7 </td><td>9</td><td><div class=bar style=width:4.2%> </div> 2.5% </td></tr><tr class><td title=6.8> 6.8 </td><td>9</td><td><div class=bar style=width:4.2%> </div> 2.5% </td></tr><tr class=other><td title="Other values (75)"> Other values (75) </td><td>215</td><td><div class=bar style=width:100.0%> 58.7% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=4969763529588184561bottom-4969763529588184561extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4969763529588184561extreme_values-4969763529588184561firstn aria-controls=4969763529588184561extreme_values-4969763529588184561firstn role=tab data-toggle=tab>Minimum 10 values</a></li><li role=presentation><a href=#4969763529588184561extreme_values-4969763529588184561lastn aria-controls=4969763529588184561extreme_values-4969763529588184561lastn role=tab data-toggle=tab>Maximum 10 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4969763529588184561extreme_values-4969763529588184561firstn><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>42</td><td><div class=bar style=width:100.0%> 11.5% </div></td></tr><tr class><td title=3.3> 3.3 </td><td>1</td><td><div class=bar style=width:2.4%> </div> 0.3% </td></tr><tr class><td title=3.5> 3.5 </td><td>1</td><td><div class=bar style=width:2.4%> </div> 0.3% </td></tr><tr class><td title=4> 4 </td><td>1</td><td><div class=bar style=width:2.4%> </div> 0.3% </td></tr><tr class><td title=4.5> 4.5 </td><td>2</td><td><div class=bar style=width:4.8%> </div> 0.5% </td></tr><tr class><td title=4.6> 4.6 </td><td>1</td><td><div class=bar style=width:2.4%> </div> 0.3% </td></tr><tr class><td title=4.7> 4.7 </td><td>1</td><td><div class=bar style=width:2.4%> </div> 0.3% </td></tr><tr class><td title=4.9> 4.9 </td><td>2</td><td><div class=bar style=width:4.8%> </div> 0.5% </td></tr><tr class><td title=5> 5 </td><td>1</td><td><div class=bar style=width:2.4%> </div> 0.3% </td></tr><tr class><td title=5.3> 5.3 </td><td>2</td><td><div class=bar style=width:4.8%> </div> 0.5% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=4969763529588184561extreme_values-4969763529588184561lastn><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=89> 89 </td><td>1</td><td><div class=bar style=width:20.0%> </div> 0.3% </td></tr><tr class><td title=86> 86 </td><td>1</td><td><div class=bar style=width:20.0%> </div> 0.3% </td></tr><tr class><td title=85> 85 </td><td>1</td><td><div class=bar style=width:20.0%> </div> 0.3% </td></tr><tr class><td title=82> 82 </td><td>1</td><td><div class=bar style=width:20.0%> </div> 0.3% </td></tr><tr class><td title=81> 81 </td><td>2</td><td><div class=bar style=width:40.0%> </div> 0.5% </td></tr><tr class><td title=80> 80 </td><td>2</td><td><div class=bar style=width:40.0%> </div> 0.5% </td></tr><tr class><td title=79> 79 </td><td>1</td><td><div class=bar style=width:20.0%> </div> 0.3% </td></tr><tr class><td title=77> 77 </td><td>2</td><td><div class=bar style=width:40.0%> </div> 0.5% </td></tr><tr class><td title=76> 76 </td><td>2</td><td><div class=bar style=width:40.0%> </div> 0.5% </td></tr><tr class><td title=75> 75 </td><td>5</td><td><div class=bar style=width:100.0%> 1.4% </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_5278830448086252290></a><div class=variable><div class=col-sm-12><p class=h4 title=y><a href=#pp_var_5278830448086252290>y</a><br><small>Categorical</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>2</td></tr><tr><th>Distinct (%)</th><td>0.6%</td></tr><tr class=alert><th>Missing</th><td>9</td></tr><tr class=alert><th>Missing (%)</th><td>2.5%</td></tr><tr><th>Memory size</th><td>3.0 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class=row id=minifreqtable><table class="mini freq table-0"><tr class><th width=10%> 1.0 </th><td width=10%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 219 </div></td></tr><tr class><th width=10%> 0.0 </th><td width=10%><div class=bar style=width:63.0% data-toggle=tooltip data-placement=center data-html=true data-delay=500> 138 </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-5278830448086252290, #minifreqtable5278830448086252290" aria-expanded=true aria-controls=collapseExample> More details </button></div><div id=bottom-5278830448086252290 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5278830448086252290bottom-5278830448086252290overview aria-controls=5278830448086252290bottom-5278830448086252290overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#5278830448086252290bottom-5278830448086252290string aria-controls=5278830448086252290bottom-5278830448086252290string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#5278830448086252290bottom-5278830448086252290word aria-controls=5278830448086252290bottom-5278830448086252290word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#5278830448086252290bottom-5278830448086252290characters aria-controls=5278830448086252290bottom-5278830448086252290characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5278830448086252290bottom-5278830448086252290overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>3</td></tr><tr><th>Median length</th><td>3</td></tr><tr><th>Mean length</th><td>3</td></tr><tr><th>Min length</th><td>3</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>1071</td></tr><tr><th>Distinct characters</th><td>3</td></tr><tr><th>Distinct categories</th><td>2 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>0.0</td></tr><tr><th>2nd row</th><td>0.0</td></tr><tr><th>3rd row</th><td>1.0</td></tr><tr><th>4th row</th><td>0.0</td></tr><tr><th>5th row</th><td>0.0</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=5278830448086252290bottom-5278830448086252290string><div class=row><div class=col-sm-12><h4 class=indent>Common Values</h4><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=1.0> 1.0 </td><td>219</td><td><div class=bar style=width:100.0%> 59.8% </div></td></tr><tr class><td title=0.0> 0.0 </td><td>138</td><td><div class=bar style=width:63.0%> 37.7% </div></td></tr><tr class=missing><td title=(Missing)> (Missing) </td><td>9</td><td><div class=bar style=width:4.1%> </div> 2.5% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-12><h4 class=indent>Length</h4><?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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id=5278830448086252290bottom-5278830448086252290characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5278830448086252290unicode-5278830448086252290characters aria-controls=5278830448086252290unicode-5278830448086252290characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#5278830448086252290unicode-5278830448086252290categories aria-controls=5278830448086252290unicode-5278830448086252290categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#5278830448086252290unicode-5278830448086252290scripts aria-controls=5278830448086252290unicode-5278830448086252290scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#5278830448086252290unicode-5278830448086252290blocks aria-controls=5278830448086252290unicode-5278830448086252290blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel 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" clip-path=url(#p0a96255a1a) style="fill: none; stroke: #ffffff; stroke-width: 1.75; stroke-linecap: round"/></g></g></g><defs><clippath id=p0a96255a1a><rect x=72 y=86.4 width=576 height=144 /></clippath></defs></svg><div class="caption text-center text-muted"> Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion. </div></div></div></div></div><div class="row header"><a class=anchor-pos id=sample></a><h1 class=page-header>Sample</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#sample-head aria-controls=sample-head role=tab data-toggle=tab>First rows</a></li><li role=presentation><a href=#sample-tail aria-controls=sample-tail role=tab data-toggle=tab>Last rows</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=sample-head><div id=sample-container class=col-sm-12><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>直肠温度</th><th>脉搏</th><th>呼吸频率</th><th>红细胞体积</th><th>总蛋白值</th><th>y</th></tr></thead><tbody><tr><th>0</th><td>38.5</td><td>66</td><td>28</td><td>45.0</td><td>8.4</td><td>0.0</td></tr><tr><th>1</th><td>39.2</td><td>88</td><td>20</td><td>50.0</td><td>85.0</td><td>0.0</td></tr><tr><th>2</th><td>38.3</td><td>40</td><td>24</td><td>33.0</td><td>6.7</td><td>1.0</td></tr><tr><th>3</th><td>39.1</td><td>164</td><td>84</td><td>48.0</td><td>7.2</td><td>0.0</td></tr><tr><th>4</th><td>37.3</td><td>104</td><td>35</td><td>74.0</td><td>7.4</td><td>0.0</td></tr><tr><th>5</th><td>0.0</td><td>0</td><td>0</td><td>0.0</td><td>0.0</td><td>1.0</td></tr><tr><th>6</th><td>37.9</td><td>48</td><td>16</td><td>37.0</td><td>7.0</td><td>1.0</td></tr><tr><th>7</th><td>0.0</td><td>60</td><td>0</td><td>44.0</td><td>8.3</td><td>0.0</td></tr><tr><th>8</th><td>0.0</td><td>80</td><td>36</td><td>38.0</td><td>6.2</td><td>0.0</td></tr><tr><th>9</th><td>38.3</td><td>90</td><td>0</td><td>40.0</td><td>6.2</td><td>1.0</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=sample-tail><div id=sample-container class=col-sm-12><table border=1 class="dataframe sample table table-striped"><thead><tr style="text-align: right;"><th></th><th>直肠温度</th><th>脉搏</th><th>呼吸频率</th><th>红细胞体积</th><th>总蛋白值</th><th>y</th></tr></thead><tbody><tr><th>356</th><td>36.6</td><td>48</td><td>16</td><td>27.0</td><td>56.0</td><td>0.0</td></tr><tr><th>357</th><td>38.5</td><td>90</td><td>0</td><td>47.0</td><td>79.0</td><td>NaN</td></tr><tr><th>358</th><td>0.0</td><td>75</td><td>12</td><td>58.0</td><td>8.5</td><td>NaN</td></tr><tr><th>359</th><td>38.2</td><td>42</td><td>0</td><td>35.0</td><td>5.9</td><td>NaN</td></tr><tr><th>360</th><td>38.2</td><td>78</td><td>60</td><td>59.0</td><td>5.8</td><td>NaN</td></tr><tr><th>361</th><td>38.6</td><td>60</td><td>30</td><td>40.0</td><td>6.0</td><td>NaN</td></tr><tr><th>362</th><td>37.8</td><td>42</td><td>40</td><td>36.0</td><td>6.2</td><td>NaN</td></tr><tr><th>363</th><td>38.0</td><td>60</td><td>12</td><td>44.0</td><td>65.0</td><td>NaN</td></tr><tr><th>364</th><td>38.0</td><td>42</td><td>12</td><td>37.0</td><td>5.8</td><td>NaN</td></tr><tr><th>365</th><td>37.6</td><td>88</td><td>36</td><td>44.0</td><td>6.0</td><td>NaN</td></tr></tbody></table></div></div></div></div></div><div class="row header"><a class=anchor-pos id=duplicate></a><h1 class=page-header>Duplicate rows</h1></div><div class=section-items><div class=row><div class=col-sm-12><h4 class=indent>Most frequently occurring</h4><div id=duplicate-container class=col-sm-12><table border=1 class="dataframe duplicate table table-striped"><thead><tr style="text-align: right;"><th></th><th>直肠温度</th><th>脉搏</th><th>呼吸频率</th><th>红细胞体积</th><th>总蛋白值</th><th>y</th><th># duplicates</th></tr></thead><tbody><tr><th>1</th><td>0.0</td><td>0</td><td>0</td><td>0.0</td><td>0.0</td><td>1.0</td><td>4</td></tr><tr><th>0</th><td>0.0</td><td>0</td><td>0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>3</td></tr><tr><th>2</th><td>0.0</td><td>0</td><td>0</td><td>46.0</td><td>5.9</td><td>0.0</td><td>2</td></tr><tr><th>3</th><td>0.0</td><td>70</td><td>16</td><td>60.0</td><td>7.5</td><td>0.0</td><td>2</td></tr><tr><th>4</th><td>0.0</td><td>96</td><td>0</td><td>60.0</td><td>0.0</td><td>0.0</td><td>2</td></tr><tr><th>5</th><td>0.0</td><td>100</td><td>30</td><td>52.0</td><td>6.6</td><td>1.0</td><td>2</td></tr><tr><th>6</th><td>37.5</td><td>48</td><td>30</td><td>48.0</td><td>8.6</td><td>1.0</td><td>2</td></tr><tr><th>7</th><td>37.8</td><td>48</td><td>28</td><td>46.0</td><td>5.9</td><td>1.0</td><td>2</td></tr><tr><th>8</th><td>38.0</td><td>0</td><td>24</td><td>68.0</td><td>7.8</td><td>0.0</td><td>2</td></tr><tr><th>9</th><td>38.1</td><td>52</td><td>24</td><td>54.0</td><td>7.5</td><td>0.0</td><td>2</td></tr></tbody></table></div></div></div></div></div></div><footer><div 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