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dataset-report.html
<!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 with the `pandas-profiling` Python package"><meta name=author content="Simon Brugman and the open source community."><meta name=generator content="Pandas Profiling v2.9.0"><meta name=url content=https://github.com/pandas-profiling/pandas-profiling><meta name=date content="2020-10-30 00:23:09.831154"><title>SF Crime Data Set Profile</title><style>
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}
.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;
}
/* STATS */
table.stats, table.sample, table.duplicate{
border: 0;
}
.stats tr, .sample tr, .duplicate 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{
margin-bottom: 2em;
margin-left: 1em;
}
.sample td, .sample th, .duplicate td, .duplicate th {
padding: 0.5em;
white-space: nowrap;
border: 0;
}
.sample thead, .duplicate 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;
background-color: #337ab7;
border-radius: 3px;
margin-right: 4px;
}
.other .bar {
background-color: #999;
}
.missing .bar {
background-color: #a94442;
}
.tooltip-inner {
width: 100%;
white-space: nowrap;
text-align: left;
}
.extrapadding {
padding: 2em;
}
.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%;
}
.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;
}
#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;
}</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>SF Crime Data Set Profile</a></div><div id=navbar class="navbar-collapse collapse"><ul class="nav navbar-nav navbar-right"><li><a class=anchor href=#overview>Overview</a></li><li><a class=anchor href=#variables>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-warnings aria-controls=overview-warnings role=tab data-toggle=tab>Warnings <span class=badge>2</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>8</td></tr><tr><th>Number of observations</th><td>875726</td></tr><tr><th>Missing cells</th><td>134</td></tr><tr><th>Missing cells (%)</th><td>< 0.1%</td></tr><tr><th>Duplicate rows</th><td>170049</td></tr><tr><th>Duplicate rows (%)</th><td>19.4%</td></tr><tr><th>Total size in memory</th><td>35.9 MiB</td></tr><tr><th>Average record size in memory</th><td>43.0 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>BOOL</th><td>3</td></tr><tr><th>NUM</th><td>3</td></tr><tr><th>CAT</th><td>2</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-warnings><table class="table table-condensed list-warnings"><p class=h4>Warnings</p><tr style=border-top:0><td> Dataset has 170049 (19.4%) duplicate rows </td><td><span class="label label-default">Duplicates</span></td></tr><tr><td><a class=anchor href=#pp_var_5197733282585818415><code>Dates</code></a> has a high cardinality: 389257 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr></table></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>2020-10-30 00:23:09.831154</td></tr><tr><th>Analysis finished</th><td>2020-10-30 00:23:14.666547</td></tr><tr><th>Duration</th><td>4.84 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v2.9.0</a></td></tr><tr><th>Download configuration</th><td><a download=config.yaml href="data:text/plain;charset=utf-8,title%3A%20SF%20Crime%20Data%20Set%20Profile%0Adataset%3A%0A%20%20%20%20description%3A%20%27%27%0A%20%20%20%20creator%3A%20%27%27%0A%20%20%20%20author%3A%20%27%27%0A%20%20%20%20copyright_holder%3A%20%27%27%0A%20%20%20%20copyright_year%3A%20%27%27%0A%20%20%20%20url%3A%20%27%27%0Avariables%3A%0A%20%20%20%20descriptions%3A%20%7B%7D%0Ashow_variable_description%3A%20yes%0Apool_size%3A%200%0Aprogress_bar%3A%20yes%0Avars%3A%0A%20%20%20%20num%3A%0A%20%20%20%20%20%20%20%20quantiles%3A%0A%20%20%20%20%20%20%20%20-%200.05%0A%20%20%20%20%20%20%20%20-%200.25%0A%20%20%20%20%20%20%20%20-%200.5%0A%20%20%20%20%20%20%20%20-%200.75%0A%20%20%20%20%20%20%20%20-%200.95%0A%20%20%20%20%20%20%20%20skewness_threshold%3A%2020%0A%20%20%20%20%20%20%20%20low_categorical_threshold%3A%205%0A%20%20%20%20%20%20%20%20chi_squared_threshold%3A%200.0%0A%20%20%20%20cat%3A%0A%20%20%20%20%20%20%20%20length%3A%20no%0A%20%20%20%20%20%20%20%20unicode%3A%20no%0A%20%20%20%20%20%20%20%20cardinality_threshold%3A%2050%0A%20%20%20%20%20%20%20%20n_obs%3A%205%0A%20%20%20%20%20%20%20%20chi_squared_threshold%3A%200.0%0A%20%20%20%20%20%20%20%20coerce_str_to_date%3A%20no%0A%20%20%20%20%20%20%20%20redact%3A%20no%0A%20%20%20%20bool%3A%0A%20%20%20%20%20%20%20%20n_obs%3A%203%0A%20%20%20%20file%3A%0A%20%20%20%20%20%20%20%20active%3A%20no%0A%20%20%20%20image%3A%0A%20%20%20%20%20%20%20%20active%3A%20no%0A%20%20%20%20%20%20%20%20exif%3A%20no%0A%20%20%20%20%20%20%20%20hash%3A%20no%0Asort%3A%20None%0Amissing_diagrams%3A%0A%20%20%20%20bar%3A%20no%0A%20%20%20%20matrix%3A%20no%0A%20%20%20%20heatmap%3A%20no%0A%20%20%20%20dendrogram%3A%20no%0Acorrelations%3A%0A%20%20%20%20pearson%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20spearman%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20kendall%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20phi_k%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20cramers%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20recoded%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20%20%20%20%20threshold%3A%200.0%0Ainteractions%3A%0A%20%20%20%20targets%3A%20%5B%5D%0A%20%20%20%20continuous%3A%20no%0Acategorical_maximum_correlation_distinct%3A%20100%0Aplot%3A%0A%20%20%20%20image_format%3A%20svg%0A%20%20%20%20dpi%3A%20800%0A%20%20%20%20scatter_threshold%3A%201000%0A%20%20%20%20correlation%3A%0A%20%20%20%20%20%20%20%20cmap%3A%20RdBu%0A%20%20%20%20%20%20%20%20bad%3A%20%27%23000000%27%0A%20%20%20%20missing%3A%0A%20%20%20%20%20%20%20%20cmap%3A%20RdBu%0A%20%20%20%20%20%20%20%20force_labels%3A%20yes%0A%20%20%20%20pie%3A%0A%20%20%20%20%20%20%20%20max_unique%3A%200%0A%20%20%20%20histogram%3A%0A%20%20%20%20%20%20%20%20x_axis_labels%3A%20yes%0A%20%20%20%20%20%20%20%20bins%3A%2050%0A%20%20%20%20%20%20%20%20max_bins%3A%20250%0An_obs_unique%3A%205%0An_extreme_obs%3A%205%0An_freq_table_max%3A%2010%0Amemory_deep%3A%20no%0Aduplicates%3A%0A%20%20%20%20head%3A%200%0Asamples%3A%0A%20%20%20%20head%3A%200%0A%20%20%20%20tail%3A%200%0Areject_variables%3A%20yes%0Anotebook%3A%0A%20%20%20%20iframe%3A%0A%20%20%20%20%20%20%20%20height%3A%20800px%0A%20%20%20%20%20%20%20%20width%3A%20100%25%0A%20%20%20%20%20%20%20%20attribute%3A%20srcdoc%0Ahtml%3A%0A%20%20%20%20minify_html%3A%20yes%0A%20%20%20%20use_local_assets%3A%20yes%0A%20%20%20%20inline%3A%20yes%0A%20%20%20%20navbar_show%3A%20yes%0A%20%20%20%20file_name%3A%20None%0A%20%20%20%20style%3A%0A%20%20%20%20%20%20%20%20theme%3A%20None%0A%20%20%20%20%20%20%20%20logo%3A%20%27%27%0A%20%20%20%20%20%20%20%20primary_color%3A%20%27%23337ab7%27%0A%20%20%20%20%20%20%20%20full_width%3A%20no%0A">config.yaml</a></td></tr></tbody></table></div></div></div></div></div><div class="row header"><a class=anchor-pos id=variables></a><h1 class=page-header>Variables</h1></div><div class=section-items><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_5197733282585818415></a><div class=variable><div class=col-sm-3><p class=h4 title=Dates><a href=#pp_var_5197733282585818415>Dates</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td>389257</td></tr><tr><th>Distinct (%)</th><td>44.4%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>6.7 MiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> 2011-01-01 00:01:00 </th><td width=50%><div class=bar style=width:0.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 185 </td></tr><tr class><th width=50%> 2006-01-01 00:01:00 </th><td width=50%><div class=bar style=width:0.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 133 </td></tr><tr class><th width=50%> 2012-01-01 00:01:00 </th><td width=50%><div class=bar style=width:0.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 92 </td></tr><tr class><th width=50%> 2006-01-01 12:00:00 </th><td width=50%><div class=bar style=width:0.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 60 </td></tr><tr class><th width=50%> 2007-06-01 00:01:00 </th><td width=50%><div class=bar style=width:0.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 60 </td></tr><tr class=other><th width=50%> Other values (389252) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 875196&nbsp; </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-5197733282585818415, #minifreqtable5197733282585818415" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-5197733282585818415 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5197733282585818415bottom-5197733282585818415frequencies aria-controls=5197733282585818415bottom-5197733282585818415frequencies role=tab data-toggle=tab>Frequencies</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5197733282585818415bottom-5197733282585818415frequencies><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#5197733282585818415frequencies-5197733282585818415common_values aria-controls=5197733282585818415frequencies-5197733282585818415common_values role=tab data-toggle=tab>Common Values</a></li><li role=presentation><a href=#5197733282585818415frequencies-5197733282585818415tbl aria-controls=5197733282585818415frequencies-5197733282585818415tbl role=tab data-toggle=tab>Overview</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=5197733282585818415frequencies-5197733282585818415common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title="2011-01-01 00:01:00">2011-01-01 00:01:00</td><td>185</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2006-01-01 00:01:00">2006-01-01 00:01:00</td><td>133</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2012-01-01 00:01:00">2012-01-01 00:01:00</td><td>92</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2006-01-01 12:00:00">2006-01-01 12:00:00</td><td>60</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2007-06-01 00:01:00">2007-06-01 00:01:00</td><td>60</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2006-06-01 00:01:00">2006-06-01 00:01:00</td><td>57</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2010-06-01 00:01:00">2010-06-01 00:01:00</td><td>55</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2010-08-01 00:01:00">2010-08-01 00:01:00</td><td>54</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2013-11-01 00:01:00">2013-11-01 00:01:00</td><td>52</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class><td title="2013-05-01 00:01:00">2013-05-01 00:01:00</td><td>51</td><td>< 0.1%</td><td><div class=bar style=width:0.0%>&nbsp;</div></td></tr><tr class=other><td title="Other values (389247)">Other values (389247)</td><td>874927</td><td>99.9%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=5197733282585818415frequencies-5197733282585818415tbl><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"
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</div></td></tr><tr class><th width=50%> MISSION </th><td width=50%><div class=bar style=width:37.4% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 119723&nbsp; </div></td></tr><tr class><th width=50%> NORTHERN </th><td width=50%><div class=bar style=width:32.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 105105&nbsp; </div></td></tr><tr class><th width=50%> BAYVIEW </th><td width=50%><div class=bar style=width:27.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 89098&nbsp; </div></td></tr><tr class><th width=50%> CENTRAL </th><td width=50%><div class=bar style=width:26.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 85267&nbsp; </div></td></tr><tr class=other><th width=50%> Other values (5) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 320005&nbsp; </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-3853167364088461560, #minifreqtable3853167364088461560" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-3853167364088461560 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3853167364088461560bottom-3853167364088461560frequencies aria-controls=3853167364088461560bottom-3853167364088461560frequencies role=tab data-toggle=tab>Frequencies</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3853167364088461560bottom-3853167364088461560frequencies><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3853167364088461560frequencies-3853167364088461560common_values aria-controls=3853167364088461560frequencies-3853167364088461560common_values role=tab data-toggle=tab>Common Values</a></li><li role=presentation><a href=#3853167364088461560frequencies-3853167364088461560tbl aria-controls=3853167364088461560frequencies-3853167364088461560tbl role=tab data-toggle=tab>Overview</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3853167364088461560frequencies-3853167364088461560common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=SOUTHERN>SOUTHERN</td><td>156528</td><td>17.9%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=MISSION>MISSION</td><td>119723</td><td>13.7%</td><td><div class=bar style=width:76.5%>&nbsp;</div></td></tr><tr class><td title=NORTHERN>NORTHERN</td><td>105105</td><td>12.0%</td><td><div class=bar style=width:67.1%>&nbsp;</div></td></tr><tr class><td title=BAYVIEW>BAYVIEW</td><td>89098</td><td>10.2%</td><td><div class=bar style=width:56.9%>&nbsp;</div></td></tr><tr class><td title=CENTRAL>CENTRAL</td><td>85267</td><td>9.7%</td><td><div class=bar style=width:54.5%>&nbsp;</div></td></tr><tr class><td title=TENDERLOIN>TENDERLOIN</td><td>81642</td><td>9.3%</td><td><div class=bar style=width:52.2%>&nbsp;</div></td></tr><tr class><td title=INGLESIDE>INGLESIDE</td><td>78722</td><td>9.0%</td><td><div class=bar style=width:50.3%>&nbsp;</div></td></tr><tr class><td title=TARAVAL>TARAVAL</td><td>65400</td><td>7.5%</td><td><div class=bar style=width:41.8%>&nbsp;</div></td></tr><tr class><td title=PARK>PARK</td><td>49161</td><td>5.6%</td><td><div class=bar style=width:31.4%>&nbsp;</div></td></tr><tr class><td title=RICHMOND>RICHMOND</td><td>45080</td><td>5.1%</td><td><div class=bar style=width:28.8%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=3853167364088461560frequencies-3853167364088461560tbl><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"
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style=width:0.4%>&nbsp;</div></td></tr><tr class><td title=-122.4196718>-122.4196718</td><td>3001</td><td>0.3%</td><td><div class=bar style=width:0.4%>&nbsp;</div></td></tr><tr class><td title=-122.4098537>-122.4098537</td><td>2530</td><td>0.3%</td><td><div class=bar style=width:0.3%>&nbsp;</div></td></tr><tr class><td title=-122.406521>-122.406521</td><td>2327</td><td>0.3%</td><td><div class=bar style=width:0.3%>&nbsp;</div></td></tr><tr class><td title=-122.4662047>-122.4662047</td><td>2170</td><td>0.2%</td><td><div class=bar style=width:0.3%>&nbsp;</div></td></tr><tr class><td title=-122.4756475>-122.4756475</td><td>2014</td><td>0.2%</td><td><div class=bar style=width:0.2%>&nbsp;</div></td></tr><tr class><td title=-122.4269556>-122.4269556</td><td>1989</td><td>0.2%</td><td><div class=bar style=width:0.2%>&nbsp;</div></td></tr><tr class=other><td title="Other values (34232)">Other values (34232)</td><td>824072</td><td>94.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=6455072754527029014bottom-6455072754527029014extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#6455072754527029014extreme_values-6455072754527029014firstn aria-controls=6455072754527029014extreme_values-6455072754527029014firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#6455072754527029014extreme_values-6455072754527029014lastn aria-controls=6455072754527029014extreme_values-6455072754527029014lastn 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=6455072754527029014extreme_values-6455072754527029014firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=-122.5136421>-122.5136421</td><td>2</td><td>< 0.1%</td><td><div class=bar style=width:0.6%>&nbsp;</div></td></tr><tr class><td title=-122.5136421>-122.5136421</td><td>346</td><td>< 0.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=-122.513514>-122.513514</td><td>7</td><td>< 0.1%</td><td><div class=bar style=width:2.0%>&nbsp;</div></td></tr><tr class><td title=-122.5124261>-122.5124261</td><td>4</td><td>< 0.1%</td><td><div class=bar style=width:1.2%>&nbsp;</div></td></tr><tr class><td title=-122.5124261>-122.5124261</td><td>19</td><td>< 0.1%</td><td><div class=bar style=width:5.5%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=6455072754527029014extreme_values-6455072754527029014lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=-122.3649375>-122.3649375</td><td>316</td><td>< 0.1%</td><td><div class=bar style=width:24.4%>&nbsp;</div></td></tr><tr class><td title=-122.3652407>-122.3652407</td><td>16</td><td>< 0.1%</td><td><div class=bar style=width:1.2%>&nbsp;</div></td></tr><tr class><td title=-122.3655654>-122.3655654</td><td>1293</td><td>0.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=-122.3703555>-122.3703555</td><td>1</td><td>< 0.1%</td><td><div class=bar style=width:0.1%>&nbsp;</div></td></tr><tr class><td title=-122.3703555>-122.3703555</td><td>1</td><td>< 0.1%</td><td><div class=bar style=width:0.1%>&nbsp;</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_-7172789555076475462></a><div class=variable><div class=col-sm-3><p class=h4 title=Y><a href=#pp_var_-7172789555076475462>Y</a><br><small>Real number (&Ropf;<sub>&ge;0</sub>)</small></p><p class=variable-description></p></div><div 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style=width:0.4%>&nbsp;</div></td></tr><tr class><td title=37.76505012>37.76505012</td><td>3001</td><td>0.3%</td><td><div class=bar style=width:0.4%>&nbsp;</div></td></tr><tr class><td title=37.78338624>37.78338624</td><td>2530</td><td>0.3%</td><td><div class=bar style=width:0.3%>&nbsp;</div></td></tr><tr class><td title=37.78506294>37.78506294</td><td>2327</td><td>0.3%</td><td><div class=bar style=width:0.3%>&nbsp;</div></td></tr><tr class><td title=37.77254054>37.77254054</td><td>2170</td><td>0.2%</td><td><div class=bar style=width:0.3%>&nbsp;</div></td></tr><tr class><td title=37.72852806>37.72852806</td><td>2014</td><td>0.2%</td><td><div class=bar style=width:0.2%>&nbsp;</div></td></tr><tr class><td title=37.76924706>37.76924706</td><td>1989</td><td>0.2%</td><td><div class=bar style=width:0.2%>&nbsp;</div></td></tr><tr class=other><td title="Other values (34232)">Other values (34232)</td><td>824072</td><td>94.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-7172789555076475462bottom--7172789555076475462extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-7172789555076475462extreme_values--7172789555076475462firstn aria-controls=-7172789555076475462extreme_values--7172789555076475462firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-7172789555076475462extreme_values--7172789555076475462lastn aria-controls=-7172789555076475462extreme_values--7172789555076475462lastn 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=-7172789555076475462extreme_values--7172789555076475462firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=37.70787902>37.70787902</td><td>1</td><td>< 0.1%</td><td><div class=bar style=width:10.0%>&nbsp;</div></td></tr><tr class><td title=37.70791996>37.70791996</td><td>4</td><td>< 0.1%</td><td><div class=bar style=width:40.0%>&nbsp;</div></td></tr><tr class><td title=37.7079219>37.7079219</td><td>10</td><td>< 0.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=37.7079445>37.7079445</td><td>2</td><td>< 0.1%</td><td><div class=bar style=width:20.0%>&nbsp;</div></td></tr><tr class><td title=37.70796836>37.70796836</td><td>9</td><td>< 0.1%</td><td><div class=bar style=width:90.0%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-7172789555076475462extreme_values--7172789555076475462lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=37.81997549>37.81997549</td><td>23</td><td>< 0.1%</td><td><div class=bar style=width:63.9%>&nbsp;</div></td></tr><tr class><td title=37.81992346>37.81992346</td><td>36</td><td>< 0.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=37.81731457>37.81731457</td><td>2</td><td>< 0.1%</td><td><div class=bar style=width:5.6%>&nbsp;</div></td></tr><tr class><td title=37.81731457>37.81731457</td><td>7</td><td>< 0.1%</td><td><div class=bar style=width:19.4%>&nbsp;</div></td></tr><tr class><td title=37.81677317>37.81677317</td><td>2</td><td>< 0.1%</td><td><div class=bar style=width:5.6%>&nbsp;</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_-1472716050245689091></a><div class=variable><div class=col-sm-3><p class=h4 title=TargetedCategory><a href=#pp_var_-1472716050245689091>TargetedCategory</a><br><small>Boolean</small></p><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>2</td></tr><tr><th>Distinct (%)</th><td>< 0.1%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>855.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> False </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 701406&nbsp; </div></td></tr><tr class><th width=50%> True </th><td width=50%><div class=bar style=width:24.9% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 174320&nbsp; </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--1472716050245689091, #minifreqtable-1472716050245689091" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--1472716050245689091 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1472716050245689091bottom--1472716050245689091frequency_table aria-controls=-1472716050245689091bottom--1472716050245689091frequency_table role=tab data-toggle=tab>Common Values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1472716050245689091bottom--1472716050245689091frequency_table><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=False>False</td><td>701406</td><td>80.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=True>True</td><td>174320</td><td>19.9%</td><td><div class=bar style=width:24.9%>&nbsp;</div></td></tr></tbody></table></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_241778333157524878></a><div class=variable><div class=col-sm-3><p class=h4 title=IsOnBlock><a href=#pp_var_241778333157524878>IsOnBlock</a><br><small>Boolean</small></p><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>2</td></tr><tr><th>Distinct (%)</th><td>< 0.1%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>855.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> True </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 615322&nbsp; </div></td></tr><tr class><th width=50%> False </th><td width=50%><div class=bar style=width:42.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 260404&nbsp; </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-241778333157524878, #minifreqtable241778333157524878" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-241778333157524878 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#241778333157524878bottom-241778333157524878frequency_table aria-controls=241778333157524878bottom-241778333157524878frequency_table role=tab data-toggle=tab>Common Values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=241778333157524878bottom-241778333157524878frequency_table><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=True>True</td><td>615322</td><td>70.3%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=False>False</td><td>260404</td><td>29.7%</td><td><div class=bar style=width:42.3%>&nbsp;</div></td></tr></tbody></table></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_6672135286347191713></a><div class=variable><div class=col-sm-3><p class=h4 title=IsAtIntersection><a href=#pp_var_6672135286347191713>IsAtIntersection</a><br><small>Boolean</small></p><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>2</td></tr><tr><th>Distinct (%)</th><td>< 0.1%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>855.2 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> False </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 615322&nbsp; </div></td></tr><tr class><th width=50%> True </th><td width=50%><div class=bar style=width:42.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 260404&nbsp; </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-6672135286347191713, #minifreqtable6672135286347191713" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-6672135286347191713 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#6672135286347191713bottom-6672135286347191713frequency_table aria-controls=6672135286347191713bottom-6672135286347191713frequency_table role=tab data-toggle=tab>Common Values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=6672135286347191713bottom-6672135286347191713frequency_table><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=False>False</td><td>615322</td><td>70.3%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=True>True</td><td>260404</td><td>29.7%</td><td><div class=bar style=width:42.3%>&nbsp;</div></td></tr></tbody></table></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_3163636469880051869></a><div class=variable><div class=col-sm-3><p class=h4 title=RoadProba><a href=#pp_var_3163636469880051869>RoadProba</a><br><small>Real number (&Ropf;)</small></p><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>7309</td></tr><tr><th>Distinct 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"/></g></g></g><defs><clippath id=p55b4b4d50d><rect height=233.891301 width=354.525 x=66.675 y=10.8 /></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=3163636469880051869bottom-3163636469880051869common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=-3.57679411>-3.57679411</td><td>28392</td><td>3.2%</td><td><div class=bar style=width:3.8%>&nbsp;</div></td></tr><tr class><td title=-3.289812585>-3.289812585</td><td>26969</td><td>3.1%</td><td><div class=bar style=width:3.6%>&nbsp;</div></td></tr><tr class><td title=-3.165637895>-3.165637895</td><td>25520</td><td>2.9%</td><td><div class=bar style=width:3.5%>&nbsp;</div></td></tr><tr class><td title=-4.110016053>-4.110016053</td><td>9978</td><td>1.1%</td><td><div class=bar style=width:1.3%>&nbsp;</div></td></tr><tr class><td title=-4.302506622>-4.302506622</td><td>9320</td><td>1.1%</td><td><div class=bar style=width:1.3%>&nbsp;</div></td></tr><tr class><td title=-4.346580087>-4.346580087</td><td>8897</td><td>1.0%</td><td><div class=bar style=width:1.2%>&nbsp;</div></td></tr><tr class><td title=-4.415869125>-4.415869125</td><td>8771</td><td>1.0%</td><td><div class=bar style=width:1.2%>&nbsp;</div></td></tr><tr class><td title=-4.913836791>-4.913836791</td><td>6923</td><td>0.8%</td><td><div class=bar style=width:0.9%>&nbsp;</div></td></tr><tr class><td title=-4.310341094>-4.310341094</td><td>5866</td><td>0.7%</td><td><div class=bar style=width:0.8%>&nbsp;</div></td></tr><tr class><td title=-4.549473359>-4.549473359</td><td>5742</td><td>0.7%</td><td><div class=bar style=width:0.8%>&nbsp;</div></td></tr><tr class=other><td title="Other values (7299)">Other values (7299)</td><td>739348</td><td>84.4%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=3163636469880051869bottom-3163636469880051869extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3163636469880051869extreme_values-3163636469880051869firstn aria-controls=3163636469880051869extreme_values-3163636469880051869firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#3163636469880051869extreme_values-3163636469880051869lastn aria-controls=3163636469880051869extreme_values-3163636469880051869lastn 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=3163636469880051869extreme_values-3163636469880051869firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=-13.94313479>-13.94313479</td><td>39</td><td>< 0.1%</td><td><div class=bar style=width:36.1%>&nbsp;</div></td></tr><tr class><td title=-13.24998761>-13.24998761</td><td>73</td><td>< 0.1%</td><td><div class=bar style=width:67.6%>&nbsp;</div></td></tr><tr class><td title=-12.8445225>-12.8445225</td><td>108</td><td>< 0.1%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=-12.70068146>-12.70068146</td><td>2</td><td>< 0.1%</td><td><div class=bar style=width:1.9%>&nbsp;</div></td></tr><tr class><td title=-12.55684043>-12.55684043</td><td>98</td><td>< 0.1%</td><td><div class=bar style=width:90.7%>&nbsp;</div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=3163636469880051869extreme_values-3163636469880051869lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td><td>&nbsp;</td></tr></thead><tbody><tr class><td title=-3.165637895>-3.165637895</td><td>25520</td><td>2.9%</td><td><div class=bar style=width:89.9%>&nbsp;</div></td></tr><tr class><td title=-3.289812585>-3.289812585</td><td>26969</td><td>3.1%</td><td><div class=bar style=width:95.0%>&nbsp;</div></td></tr><tr class><td title=-3.57679411>-3.57679411</td><td>28392</td><td>3.2%</td><td><div class=bar style=width:100.0%>&nbsp;</div></td></tr><tr class><td title=-3.699914319>-3.699914319</td><td>103</td><td>< 0.1%</td><td><div class=bar style=width:0.4%>&nbsp;</div></td></tr><tr class><td title=-3.737989495>-3.737989495</td><td>343</td><td>< 0.1%</td><td><div class=bar style=width:1.2%>&nbsp;</div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div><footer><div class=container-fluid><div class="row center-block footer-text"><p class="text-muted text-center">Report generated with <a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling</a>.</p></div></div></footer><script>
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