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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 vv3.6.1"><meta name=url content=https://github.com/ydataai/pandas-profiling><meta name=date content="2022-12-28 05:15:24.138816"><title>Pandas Profiling Report</title><style>
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/*# 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;
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.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){
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.extrapadding {
padding: 2em;
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.variable .h4 {
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display:inline-block;
width: calc(90%); /* The trick is here! */
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.table-responsive{
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table.list-warnings td{
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visibility: hidden;
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a.anchor-pos-variable{
/*top: -70px;*/
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#sample-container, #duplicate-container {
overflow: auto;
width: 100%;
overflow-y: hidden;
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#correlation-table-container {
max-height: 400px;
overflow: auto;
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#overview-content td, #overview-content th{
border-top: 0;
line-height: 1;
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.variable-description{
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/* not printing tabs */
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.nav-pills, .nav-tabs, button[data-toggle="collapse"], .mini, .col-sm-3 img {
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a[download="config.yml"]:after {
content: none !important;
}
.row {
border: 0 !important;
}
}
.text-placeholder {
display: inline-block;
background-color: #444;
height: 12px;
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margin: 5px 0;
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.freq.table-1 .bar {
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</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></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>11</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>12</td></tr><tr><th>Number of observations</th><td>891</td></tr><tr><th>Missing cells</th><td>866</td></tr><tr><th>Missing cells (%)</th><td>8.1%</td></tr><tr><th>Total size in memory</th><td>83.7 KiB</td></tr><tr><th>Average record size in memory</th><td>96.1 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>7</td></tr><tr><th>Categorical</th><td>5</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><a href=#pp_var_7882001549592751474><code>Name</code></a> has a high cardinality: 891 distinct values</td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a href=#pp_var_892949003593568684><code>Ticket</code></a> has a high cardinality: 681 distinct values</td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a href=#pp_var_1669036407568254182><code>Cabin</code></a> has a high cardinality: 147 distinct values</td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a href=#pp_var_-5696688491236878583><code>Age</code></a> has 177 (19.9%) missing values</td><td><span class="label label-info">Missing</span></td></tr><tr><td><a href=#pp_var_1669036407568254182><code>Cabin</code></a> has 687 (77.1%) missing values</td><td><span class="label label-info">Missing</span></td></tr><tr><td><a href=#pp_var_-427405411232633230><code>PassengerId</code></a> has unique values</td><td><span class="label label-primary">Unique</span></td></tr><tr><td><a href=#pp_var_7882001549592751474><code>Name</code></a> has unique values</td><td><span class="label label-primary">Unique</span></td></tr><tr><td><a href=#pp_var_7654777453926122975><code>Survived</code></a> has 549 (61.6%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_-4280059279863008618><code>SibSp</code></a> has 608 (68.2%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_-1883558880041433787><code>Parch</code></a> has 678 (76.1%) zeros</td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a href=#pp_var_-6845389497999242135><code>Fare</code></a> has 15 (1.7%) 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>2022-12-28 05:15:24.138816</td></tr><tr><th>Analysis finished</th><td>2022-12-28 05:15:25.020235</td></tr><tr><th>Duration</th><td>0.88 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling vv3.6.1</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=PassengerId>PassengerId</option><option value=Survived>Survived</option><option value=Pclass>Pclass</option><option value=Name>Name</option><option value=Sex>Sex</option><option value=Age>Age</option><option value=SibSp>SibSp</option><option value=Parch>Parch</option><option value=Ticket>Ticket</option><option value=Fare>Fare</option><option value=Cabin>Cabin</option><option value=Embarked>Embarked</option></select><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-427405411232633230></a><div class=variable><div class=col-sm-12><p class=h4 title=PassengerId><a href=#pp_var_-427405411232633230>PassengerId</a><br><small>Real number (ℝ)</small></p><p class=variable-description></p></div><div class=col-sm-4><table class="table 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