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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 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="2020-09-17 13:24:39.200067"><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;
}
/* 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>Pandas Profiling Report</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>1</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>10</td></tr><tr><th>Number of observations</th><td>20640</td></tr><tr><th>Missing cells</th><td>207</td></tr><tr><th>Missing cells (%)</th><td>0.1%</td></tr><tr><th>Duplicate rows</th><td>0</td></tr><tr><th>Duplicate rows (%)</th><td>0.0%</td></tr><tr><th>Total size in memory</th><td>1.6 MiB</td></tr><tr><th>Average record size in memory</th><td>80.0 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>NUM</th><td>9</td></tr><tr><th>CAT</th><td>1</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><a class=anchor href=#pp_var_1842189852044560921><code>total_bedrooms</code></a> has 207 (1.0%) missing values </td><td><span class="label label-info">Missing</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>2020-09-17 13:24:39.200067</td></tr><tr><th>Analysis finished</th><td>2020-09-17 13:24:39.637614</td></tr><tr><th>Duration</th><td>0.44 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%20Pandas%20Profiling%20Report%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_-6663536649246326067></a><div class=variable><div class=col-sm-3><p class=h4 title=longitude><a href=#pp_var_-6663536649246326067>longitude</a><br><small>Real number (ℝ)</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>844</td></tr><tr><th>Distinct (%)</th><td>4.1%</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 (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Mean</th><td>-119.5697045</td></tr><tr><th>Minimum</th><td>-124.35</td></tr><tr><th>Maximum</th><td>-114.31</td></tr><tr><th>Zeros</th><td>0</td></tr><tr><th>Zeros 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