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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8"/>
<style>body{background-color:white;}</style>
</head>
<body>
<div id="pb_information" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>@import url("https://fonts.googleapis.com/css2?family=IBM+Plex+Sans:ital,wght@0,100;0,200;0,300;0,400;0,500;0,600;0,700;0,800;0,900;1,100;1,200;1,300;1,400;1,500;1,600;1,700;1,800;1,900&display=swap");
#pb_information table {
font-family: 'IBM Plex Sans', system-ui, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji';
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
}
#pb_information thead, #pb_information tbody, #pb_information tfoot, #pb_information tr, #pb_information td, #pb_information th {
border-style: none;
}
#pb_information p {
margin: 0;
padding: 0;
}
#pb_information .gt_table {
display: table;
border-collapse: collapse;
line-height: normal;
margin-left: auto;
margin-right: auto;
color: #333333;
font-size: 130%;
font-weight: normal;
font-style: normal;
background-color: #FFFFFF;
width: 650px;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #A8A8A8;
border-right-style: none;
border-right-width: 2px;
border-right-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #A8A8A8;
border-left-style: none;
border-left-width: 2px;
border-left-color: #D3D3D3;
}
#pb_information .gt_caption {
padding-top: 4px;
padding-bottom: 4px;
}
#pb_information .gt_title {
color: #333333;
font-size: 125%;
font-weight: initial;
padding-top: 4px;
padding-bottom: 4px;
padding-left: 5px;
padding-right: 5px;
border-bottom-color: #FFFFFF;
border-bottom-width: 0;
}
#pb_information .gt_subtitle {
color: #333333;
font-size: 85%;
font-weight: initial;
padding-top: 3px;
padding-bottom: 5px;
padding-left: 5px;
padding-right: 5px;
border-top-color: #FFFFFF;
border-top-width: 0;
}
#pb_information .gt_heading {
background-color: #FFFFFF;
text-align: center;
border-bottom-color: #FFFFFF;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
}
#pb_information .gt_bottom_border {
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
}
#pb_information .gt_col_headings {
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
}
#pb_information .gt_col_heading {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: normal;
text-transform: inherit;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
vertical-align: bottom;
padding-top: 5px;
padding-bottom: 6px;
padding-left: 5px;
padding-right: 5px;
overflow-x: hidden;
}
#pb_information .gt_column_spanner_outer {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: normal;
text-transform: inherit;
padding-top: 0;
padding-bottom: 0;
padding-left: 4px;
padding-right: 4px;
}
#pb_information .gt_column_spanner_outer:first-child {
padding-left: 0;
}
#pb_information .gt_column_spanner_outer:last-child {
padding-right: 0;
}
#pb_information .gt_column_spanner {
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
vertical-align: bottom;
padding-top: 5px;
padding-bottom: 5px;
overflow-x: hidden;
display: inline-block;
width: 100%;
}
#pb_information .gt_spanner_row {
border-bottom-style: hidden;
}
#pb_information .gt_group_heading {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
text-transform: inherit;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
vertical-align: middle;
text-align: left;
}
#pb_information .gt_empty_group_heading {
padding: 0.5px;
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
vertical-align: middle;
}
#pb_information .gt_from_md > :first-child {
margin-top: 0;
}
#pb_information .gt_from_md > :last-child {
margin-bottom: 0;
}
#pb_information .gt_row {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
margin: 10px;
border-top-style: solid;
border-top-width: 1px;
border-top-color: #D3D3D3;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
vertical-align: middle;
overflow-x: hidden;
}
#pb_information .gt_stub {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
text-transform: inherit;
border-right-style: solid;
border-right-width: 2px;
border-right-color: #D3D3D3;
padding-left: 5px;
padding-right: 5px;
}
#pb_information .gt_stub_row_group {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
text-transform: inherit;
border-right-style: solid;
border-right-width: 2px;
border-right-color: #D3D3D3;
padding-left: 5px;
padding-right: 5px;
vertical-align: top;
}
#pb_information .gt_row_group_first td {
border-top-width: 2px;
}
#pb_information .gt_row_group_first th {
border-top-width: 2px;
}
#pb_information .gt_summary_row {
color: #333333;
background-color: #FFFFFF;
text-transform: inherit;
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
}
#pb_information .gt_first_summary_row {
border-top-style: solid;
border-top-color: #D3D3D3;
}
#pb_information .gt_first_summary_row.thick {
border-top-width: 2px;
}
#pb_information .gt_last_summary_row {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
}
#pb_information .gt_grand_summary_row {
color: #333333;
background-color: #FFFFFF;
text-transform: inherit;
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
}
#pb_information .gt_first_grand_summary_row {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
border-top-style: double;
border-top-width: 6px;
border-top-color: #D3D3D3;
}
#pb_information .gt_last_grand_summary_row_top {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
border-bottom-style: double;
border-bottom-width: 6px;
border-bottom-color: #D3D3D3;
}
#pb_information .gt_striped {
background-color: rgba(128, 128, 128, 0.05);
}
#pb_information .gt_table_body {
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
}
#pb_information .gt_footnotes {
color: #333333;
background-color: #FFFFFF;
border-bottom-style: none;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 2px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 2px;
border-right-color: #D3D3D3;
}
#pb_information .gt_footnote {
margin: 0px;
font-size: 90%;
padding-top: 4px;
padding-bottom: 4px;
padding-left: 5px;
padding-right: 5px;
}
#pb_information .gt_sourcenotes {
color: #333333;
background-color: #FFFFFF;
border-bottom-style: none;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 2px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 2px;
border-right-color: #D3D3D3;
}
#pb_information .gt_sourcenote {
font-size: 90%;
padding-top: 4px;
padding-bottom: 4px;
padding-left: 5px;
padding-right: 5px;
}
#pb_information .gt_left {
text-align: left;
}
#pb_information .gt_center {
text-align: center;
}
#pb_information .gt_right {
text-align: right;
font-variant-numeric: tabular-nums;
}
#pb_information .gt_font_normal {
font-weight: normal;
}
#pb_information .gt_font_bold {
font-weight: bold;
}
#pb_information .gt_font_italic {
font-style: italic;
}
#pb_information .gt_super {
font-size: 65%;
}
#pb_information .gt_footnote_marks {
font-size: 75%;
vertical-align: 0.4em;
position: initial;
}
#pb_information .gt_asterisk {
font-size: 100%;
vertical-align: 0;
}
#pb_information .gt_indent_1 {
text-indent: 5px;
}
#pb_information .gt_indent_2 {
text-indent: 10px;
}
#pb_information .gt_indent_3 {
text-indent: 15px;
}
#pb_information .gt_indent_4 {
text-indent: 20px;
}
#pb_information .gt_indent_5 {
text-indent: 25px;
}
#pb_information {
-webkit-font-smoothing: antialiased;
letter-spacing: .15px;
}
#pb_information a {
color: #375F84;
text-decoration: none;
}
#pb_information a:hover {
color: #375F84;
text-decoration: underline;
}
#pb_information p {
overflow: visible;
margin-top: 2px;
margin-left: 0;
margin-right: 0;
margin-bottom: 5px;
}
#pb_information ul {
list-style-type: square;
padding-left: 25px;
margin-top: -4px;
margin-bottom: 6px;
}
#pb_information li {
text-indent: -1px;
}
#pb_information h4 {
font-weight: 500;
color: #444444;
}
#pb_information code {
font-family: 'IBM Plex Mono', monospace, courier;
font-size: 90%;
font-weight: 500;
color: #666666;
background-color: transparent;
padding: 0;
}
#pb_information .pb_date {
text-decoration-style: solid;
text-decoration-color: #9933CC;
text-decoration-line: underline;
text-underline-position: under;
font-variant-numeric: tabular-nums;
margin-right: 4px;
}
#pb_information .pb_label {
border: solid 1px;
border-color: inherit;
padding: 0px 3px 0px 3px;
}
#pb_information .pb_label_rounded {
border: solid 1px;
border-color: inherit;
border-radius: 8px;
padding: 0px 8px 0px 8px;
}
#pb_information .pb_sub_label {
font-size: smaller;
color: #777777;
}
#pb_information .pb_col_type {
font-size: 75%;
}
#pb_information .gt_sourcenote {
height: 35px;
font-size: 60%;
padding: 0;
}
#pb_information .gt_group_heading {
text-indent: -3px;
}
</style>
<table class="gt_table" data-quarto-disable-processing="false" data-quarto-bootstrap="false">
<thead>
<tr class="gt_heading">
<td colspan="1" class="gt_heading gt_title gt_font_normal" style="color: #444444; font-size: 28px; text-align: left; font-weight: 500;">Melbourne dwelling map data dictionary</td>
</tr>
<tr class="gt_heading">
<td colspan="1" class="gt_heading gt_subtitle gt_font_normal gt_bottom_border" style="font-size: 12px; text-align: left;"><span style="text-decoration-style:solid;text-decoration-color:#ADD8E6;text-decoration-line:underline;text-underline-position:under;color:#333333;font-variant-numeric:tabular-nums;padding-left:4px;margin-right:5px;padding-right:2px;">[2024-04-05|19:37:12]</span></p>
<div style="height:25px;margin-top:10px;"><span style="background-color:#F1D35A;color:#222222;padding:0.5em 0.5em;position:inherit;text-transform:uppercase;margin:5px 0px 5px 5px;font-weight:bold;border:solid 1px #F1D35A;padding:2px 15px 2px 15px;font-size:smaller;">tibble</span>
<span style="background-color:none;color:#222222;padding:0.5em 0.5em;position:inherit;margin:5px 10px 5px -4px;font-weight:bold;border:solid 1px #F1D35A;padding:2px 15px 2px 15px;font-size:smaller;">codebook_data</span><span style="background-color:#eecbff;color:#333333;padding:0.5em 0.5em;position:inherit;text-transform:uppercase;margin:5px 0px 5px 5px;font-weight:bold;border:solid 1px #eecbff;padding:2px 15px 2px 15px;font-size:smaller;">Rows</span>
<span style="background-color:none;color:#333333;padding:0.5em 0.5em;position:inherit;margin:5px 0px 5px -4px;font-weight:bold;border:solid 1px #eecbff;padding:2px 15px 2px 15px;font-size:smaller;">1,805,315</span>
<span style="background-color:#BDE7B4;color:#333333;padding:0.5em 0.5em;position:inherit;text-transform:uppercase;margin:5px 0px 5px 1px;font-weight:bold;border:solid 1px #BDE7B4;padding:2px 15px 2px 15px;font-size:smaller;">Columns</span>
<span style="background-color:none;color:#333333;padding:0.5em 0.5em;position:inherit;margin:5px 0px 5px -4px;font-weight:bold;border:solid 1px #BDE7B4;padding:2px 15px 2px 15px;font-size:smaller;">65</span></div>
</td>
</tr>
</thead>
<tbody class="gt_table_body">
<tr class="gt_group_heading_row">
<th colspan="1" class="gt_group_heading" style="color: #444444; font-weight: 500; text-transform: uppercase; background-color: #FCFCFC; border-bottom-width: 1; border-bottom-style: solid; border-bottom-color: #EFEFEF;" scope="col" id="Table">Table</th>
</tr>
<tr class="gt_row_group_first"><td headers="Table item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><h4 id="description" style="margin-bottom:5px;">DESCRIPTION</h4>
<p>This project provides a map of every physical piece of land in Melbourne, with an estimate of how many residential dwellings are on each site. It also includes information on how many new dwellings have been constructed on the site since 2016. The data is provided as R code which makes a shapefile for use in mapping software such as QGIS. The file is reproducible using R.</p>
</div></td></tr>
<tr><td headers="Table item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><h4 id="creation-of-dwelling-number-information" style="margin-bottom:5px;">CREATION OF DWELLING NUMBER INFORMATION</h4>
<p>The Department released a list of every piece of physical land in 2016 (stock), as well as physical land with new dwellings from 2016 to 2022 (flow).
<br><br>Because the department releases the data in yearly files, it’s not simple to bring them together into a single view of what housing stock there is in 2022. Some lots get subdivided, consolidated, or developed more than once.
<br><br>The cleaning process in the file aims to keep a row for each piece of physical land in Melbourne, with information about it’s most recent development.
<br><br>To do this we start with the 2016 ‘stock’ map of Melbourne and complete the following steps with the ‘flow’ data:
<br><br></p>
<ol>
<li>Only the most recent redevelopment on a piece of land is considered.</li>
<li>Where there has been no consolidation or subdivision of land since 2016, information about the development is joined to the stock data</li>
<li>Where redevelopment since 2016 has subdivided or consolidated the land, the new properties replace the older properties in the data</li>
</ol>
</div></td></tr>
<tr><td headers="Table item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><h4 id="other-data-sources" style="margin-bottom:5px;">OTHER DATA SOURCES</h4>
<p>Data has also been added from the heritage register, zoning, overlays, distance to public transport (including walking distance), and traffic pollution</p>
</div></td></tr>
<tr><td headers="Table item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><h4 id="updates" style="margin-bottom:5px;">UPDATES</h4>
<p>Updated ~yearly when the UDP program flow data is updated</p>
</div></td></tr>
<tr><td headers="Table item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><h4 id="github-repo" style="margin-bottom:5px;">GITHUB REPO</h4>
<p><a href='https://github.com/jonathananolan/Melbourne-dwelling-map'>Melbourne Dwelling Map</a></p>
</div></td></tr>
<tr class="gt_group_heading_row">
<th colspan="1" class="gt_group_heading" style="color: #444444; font-weight: 500; text-transform: uppercase; background-color: #FCFCFC; border-bottom-width: 1; border-bottom-style: solid; border-bottom-color: #EFEFEF;" scope="col" id="Columns">Columns</th>
</tr>
<tr class="gt_row_group_first"><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">lon</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> lon</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Longitude of centroid of land area. Lat and Lon together are used as unique IDs for each block of land</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> centroid of object in UDP</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 145.1 <br>Median value: 145.1 <br>Maximum value: 146.2 <br>Minimum value: 144.4 <br>Standard deviation: 0.2 <br>NA: 0</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">lat</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> lat</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Latitude of centroid of land area. Lat and Lon together are used as unique IDs for each block of land</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> centroid of object in UDP</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: -37.9 <br>Median value: -37.8 <br>Maximum value: -37.4 <br>Minimum value: -38.5 <br>Standard deviation: 0.2 <br>NA: 0</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">id_stock</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> IdStock</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Individual identifier of land area created by this repo</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> row_number of dataset from stock data in 2016, with extra info for occasions where the stock data has been changed.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">address</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Address</p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes blank if there is no address. Not clean.</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dwellings_est</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DwlgEst</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Best estimate for the number of dwellings that are currently on the piece of land</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> The UDP has an accurate measure of the number of dwellings on a property in 2016 (dwlgs_in_2016), then for developments with more than 10 units we use dev_dwlgs_total to see if there have been any additions from 2016-2022. We do not have data on small developments since 2016.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes greenfield projects are listed as one large “development” when they are actually lots of smaller lots. Ideally we’d split these up into the subdivided properties</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1.1 <br>Median value: 1 <br>Maximum value: 1424 <br>Minimum value: 0 <br>Standard deviation: 6.2 <br>NA: 0</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dwlgs_in_2016</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Dwlg</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of dwellings on site in 2016</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Urban Development Program Stock layer</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1 <br>Median value: 1 <br>Maximum value: 2207 <br>Minimum value: 0 <br>Standard deviation: 5 <br>NA: 323</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">lot_size</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> LotSize</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> size of lot in square meters</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> st_area function</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 4582.3 <br>Median value: 578.9 <br>Maximum value: 267361109.9 <br>Minimum value: 0 <br>Standard deviation: 305569.2 <br>NA: 0</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">zone_code</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> ZoneCode</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Full zoning code of property</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/3'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Extremely rarely more than one zone will cover the property in error. In this case we pick the zone with the biggest overlap</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">zone_short</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> ZoneShort</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Name of zone in broad groups</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Grouping of zone codes into convenient types. “Mixed Use Zone” is a grouping of lots of different zones that tend to allow high density. (“DZ”,“CCZ”,“CDZ”,“MUZ”,“ACZ”,“PDZ”,“RGZ”, and “SUZ” in the Arden nad West Melbourne precinct.)</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/3'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> A small number of “special development zones” have been labelled as commercial because it’s the best category available, but these might permit some residential development</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> Civic land (n= 21,697 )<br>Commercial only (n= 15,051 )<br>Commonwealth land (n= 253 )<br>General residential (n= 992,794 )<br>Greenfield (n= 43,855 )<br>Industrial (n= 48,454 )<br>Low density residential (n= 33,177 )<br>Mixed use (n= 93,987 )<br>Neighbourhood residential (n= 476,758 )<br>Residential growth (n= 31,032 )<br>Rural/regional (n= 48,257 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">zone_description</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> ZoneDescription</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Description of the zone</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/3'>VICMAP</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">heritage_overlay</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> HeOverlay</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of heritage overlay if there is one</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/2'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> HO values are only unique within a council area. Extremely rarely more than one overlay will cover the property. In this case we pick the overlay with the biggest overlap</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">heritage_db_id</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> HeDbId</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Victorian Heritage ID where it is available. You can visit the site of the ID by replacing the ID in this URL: <a href="https://vhd.heritagecouncil.vic.gov.au/places/13584">https://vhd.heritagecouncil.vic.gov.au/places/13584</a></p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://vhd.heritagecouncil.vic.gov.au'>Victorian Heritage database</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Linked by lat/lon so not perfect - especially when councils have one entry in the Victorian Heritage Database for a whole area of heritage.</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">heritage_status</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> HeStatus</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Level of heritage</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Contains every property that’s either zoned as HO by VICMAP or in the Victorian Heritage Database. Where the VHD provides the level of signficance this is provided.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/2'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Port Phillip data was emailed by council. Linked by lat/lon so not perfect - especially when councils have one entry in the Victorian Heritage Database for a whole area of heritage.</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> No heritage (n= 1,689,707 )<br>Overlay - Contributory (n= 34,322 )<br>Overlay - Not Signficant (n= 7,112 )<br>Overlay - Significant (n= 21,731 )<br>Overlay - Type of Listing Not Recorded (n= 50,966 )<br>Victorian Heritage Register (n= 1,477 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">heritage</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Heritage</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> T/F if there is any heritage</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Checks for any value in heritage_status</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> FALSE (n= 1,689,707 )<br>TRUE (n= 115,608 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">ddo</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Ddo</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of Design and development overlay if there is one</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/2'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> DDO values are only unique within a council area. Extremely rarely more than one overlay will cover the property. In this case we pick the overlay with the biggest overlap</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">neighbourhood_character_overlay</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Nco</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of Neighbourhood Character Overlay if there is one</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/2'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> NCO values are only unique within a council area. Extremely rarely more than one overlay will cover the property. In this case we pick the overlay with the biggest overlap</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> NCO1 (n= 2,413 )<br>NCO10 (n= 63 )<br>NCO2 (n= 1,078 )<br>NCO3 (n= 654 )<br>NCO4 (n= 1,011 )<br>NCO5 (n= 671 )<br>NCO6 (n= 589 )<br>NCO7 (n= 425 )<br>NCO8 (n= 39 )<br>NCO9 (n= 83 )<br>NA (n= 1,798,289 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">feature_type_short</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> FetreType</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Presence of VICMAP feature or zoning category, where any civic facility is deemed not suitable for development</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Pulled from civic land zones as well as VICMAP Features of Interest such as parks, schools, hospitals and train stations.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/3'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Some civic facilities might be useful for development despite being grouped ‘not for development’ here - e.g. you could build on a train station car park.</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> developable land (n= 1,684,468 )<br>not developable land (n= 120,847 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">feature_type</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> FtrType</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Presence of VICMAP feature</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Only includes information about VICMAP Features of Interest such as parks, schools, hospitals and train stations.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://services6.arcgis.com/GB33F62SbDxJjwEL/ArcGIS/rest/services/Vicmap_Planning/FeatureServer/3'>VICMAP</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Some civic facilities might be useful for development despite being grouped ‘not for development’ here - e.g. you could build on a train station car park.</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">feature_preventing_development</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> FtrPreventingDevelopment</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Is there a feature of interest that makes development more difficult.</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Based on feature_type_short that would make development difficult</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> FALSE (n= 1,684,468 )<br>TRUE (n= 120,847 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_time_s_bus</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkSBus</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest bus (seconds)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 295.5 <br>Median value: 236 <br>Maximum value: 12774.9 <br>Minimum value: 0.1 <br>Standard deviation: 250.1 <br>NA: 37189</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_time_s_tram</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkSTram</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest tram (seconds)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 517.5 <br>Median value: 401.4 <br>Maximum value: 3896.1 <br>Minimum value: 0.2 <br>Standard deviation: 385.1 <br>NA: 1428499</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_time_s_train</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkSTrain</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest train (seconds)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 861.3 <br>Median value: 846.3 <br>Maximum value: 5975 <br>Minimum value: 0.2 <br>Standard deviation: 387 <br>NA: 973246</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_time_s_brt</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkSBrt</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest brt (seconds)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Only BRT is Doncaster bus line park and rides. Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1021.1 <br>Median value: 1054.1 <br>Maximum value: 2376.2 <br>Minimum value: 61.6 <br>Standard deviation: 343.9 <br>NA: 1794490</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_dist_m_bus</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkMBus</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest bus (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 410.4 <br>Median value: 327.8 <br>Maximum value: 17743.1 <br>Minimum value: 0.1 <br>Standard deviation: 347.4 <br>NA: 37189</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_dist_m_tram</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkMTram</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest tram (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 718.7 <br>Median value: 557.5 <br>Maximum value: 6228.8 <br>Minimum value: 0.2 <br>Standard deviation: 534.9 <br>NA: 1428499</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_dist_m_train</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkMTrain</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest train (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1196.3 <br>Median value: 1175.5 <br>Maximum value: 8298.7 <br>Minimum value: 0.3 <br>Standard deviation: 537.5 <br>NA: 973246</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_walk_dist_m_brt</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PWkMBrt</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Walking distance to nearest brt (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created using ORS instance and public transport database from PTV</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1418.2 <br>Median value: 1464.1 <br>Maximum value: 3300.4 <br>Minimum value: 85.5 <br>Standard deviation: 477.6 <br>NA: 1794490</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_dist_m_bus</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PMBus</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Crow-flies distance to nearest bus (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created from PTV API</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 270 <br>Median value: 208 <br>Maximum value: 1999.9 <br>Minimum value: 0.2 <br>Standard deviation: 229.2 <br>NA: 28742</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_dist_m_tram</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PMTram</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Crow-flies distance to nearest tram (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created from PTV API</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 689 <br>Median value: 511.4 <br>Maximum value: 2000 <br>Minimum value: 3.3 <br>Standard deviation: 552.3 <br>NA: 1373506</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_dist_m_train</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PMTrain</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Crow-flies distance to nearest train (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created from PTV API</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1036.5 <br>Median value: 1010.1 <br>Maximum value: 2000 <br>Minimum value: 1.5 <br>Standard deviation: 497 <br>NA: 741386</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">prox_dist_m_brt</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> PMBrt</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Crow-flies distance to nearest brt (meters)</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Only BRT is Doncaster bus line park and rides.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.ptv.vic.gov.au/footer/data-and-reporting/datasets/ptv-timetable-api/'>PTV API</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Distances only provided reliably if crow-flies distance is <1.5km</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1310.6 <br>Median value: 1361 <br>Maximum value: 2000 <br>Minimum value: 59.5 <br>Standard deviation: 458.7 <br>NA: 1787258</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">traffic_pollution</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Pollution</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Measure of how many traffic fumes and noise this property might experience relative to other properties in the dataset</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Created from database of traffic on major roads. Uses decay function of fumes related to distance from road as per this NBER paper: <a href="https://www.nber.org/system/files/working_papers/w15413/w15413.pdf">https://www.nber.org/system/files/working_papers/w15413/w15413.pdf</a></p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://vicroadsopendata-vicroadsmaps.opendata.arcgis.com/datasets/traffic-volume'>DTP Traffic Volume Dataset</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> EXPERIMENTAL. Not happy with results as they stand</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 0.1 <br>Median value: 0 <br>Maximum value: 4.6 <br>Minimum value: 0 <br>Standard deviation: 0.3 <br>NA: 596</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">vacant_in_2016</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Vacant</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Was the property vacant in 2016</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='NA'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> non-vacant properties could have large non residential buildings in them and still have 0 dwellings</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> No (n= 1,744,700 )<br>Yes (n= 60,292 )<br>NA (n= 323 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">under_const_in_2016</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Const</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Was the property undergoing construction in the stock dataset in 2016</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Stock dataset from 2016</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Only most recent development for a site included.</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> No (n= 1,795,130 )<br>Yes (n= 10,185 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_id_flow</code> <code class="pb_col_type">integer</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DIdFlow</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> id of any development on this site</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> row number of dataset created by this repo</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 1585 <br>Median value: 1582 <br>Maximum value: 3184 <br>Minimum value: 1 <br>Standard deviation: 917.2 <br>NA: 1802154</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_prj_id</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DPrjId</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> UDP id number</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_year</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DYear</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Yea development finished</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Year the development was completed. If blank could be the most recent year of the data</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> 0 (n= 471 )<br>2016 (n= 828 )<br>2017 (n= 481 )<br>2018 (n= 333 )<br>2019 (n= 299 )<br>2020 (n= 233 )<br>2021 (n= 298 )<br>2022 (n= 218 )<br>NA (n= 1,802,154 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_data_source_year</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDataYr</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Most recent year of UDP flow data in which this development apears</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> All “flow” data from developments are sourced from the most recent year of the dataset where that development appears</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> 2016 (n= 208 )<br>2017 (n= 624 )<br>2018 (n= 477 )<br>2019 (n= 333 )<br>2020 (n= 302 )<br>2021 (n= 233 )<br>2022 (n= 984 )<br>NA (n= 1,802,154 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_dwlgs_total</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDwlgTl</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of homes on development site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Only included for developments >10 untis, so any development <10 units since 2016 is not in this dataset</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 60.4 <br>Median value: 24 <br>Maximum value: 1424 <br>Minimum value: 0 <br>Standard deviation: 111.6 <br>NA: 1802154</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_dwlgs_townhouses</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDwlgTwn</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of townhouses on development site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes not included</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 7.9 <br>Median value: 0 <br>Maximum value: 406 <br>Minimum value: 0 <br>Standard deviation: 21.7 <br>NA: 1802362</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_dwlgs_unknown_type</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDwlgUnkn</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of dwellings on development site of unknown type</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes not included</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 0.9 <br>Median value: 0 <br>Maximum value: 500 <br>Minimum value: 0 <br>Standard deviation: 13 <br>NA: 1803346</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_dwlgs_apartments</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDwlgAp</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of apartments on development site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes not included</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 48.3 <br>Median value: 16 <br>Maximum value: 1424 <br>Minimum value: 0 <br>Standard deviation: 109.3 <br>NA: 1802362</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_dwlgs_detached</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDwlgDet</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Number of houses on development site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes not included</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 3.1 <br>Median value: 0 <br>Maximum value: 625 <br>Minimum value: 0 <br>Standard deviation: 22.5 <br>NA: 1802362</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_prj_name_part</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DPrjNPart</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Project name for this stage/section of any development on site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Sometimes not included</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_prj_name</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DPrjName</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Project name for any development on site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_height_storeys</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DHeight</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Height of tallest building on development site</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 5.8 <br>Median value: 3 <br>Maximum value: 100 <br>Minimum value: 0 <br>Standard deviation: 8.5 <br>NA: 1802398</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_status</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DStatus</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Has the most recent development on the site finished</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> Completed (n= 2,690 )<br>Under Construction (n= 471 )<br>NA (n= 1,802,154 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_id_stock_former</code> <code class="pb_col_type">integer</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DIdStOld</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Where land has been subdivided or consolidated, what was the original stock id that this piece of land came from</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Urban Development Program</a></p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 943472.9 <br>Median value: 1264409 <br>Maximum value: 1806468 <br>Minimum value: 1 <br>Standard deviation: 728919.9 <br>NA: 1801831</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">dev_data_type</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> DDataType</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Is this property created by this repo?</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> Where there is a development that only occurs on part of a property on the ‘stock’ layer - this is the leftover property. Often this is an error.</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://www.planning.vic.gov.au/guides-and-resources/data-and-insights/urban-development-program'>Strayr package</a></p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> leftover land from a development (n= 323 )<br>NA (n= 1,804,992 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">rn</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label"></strong></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">zoning_permits_housing</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> ZoningPermitsHousing</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> States whether zoning permits housing</p>
<p><strong class="pb_sub_label">CREATION METHOD</strong> based on the zone_short and whether zoning permits housing in that zone_short</p>
<p><strong class="pb_sub_label">DATA QUALITY ISSUES</strong> Note: zoning may permit housing but there could be a feature of interest such as a school etc that makes new housing impossible</p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> Housing not generally permitted (n= 85,455 )<br>Housing permitted (n= 1,671,603 )<br>Rural/regional (n= 48,257 )</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">cbd_dist</code> <code class="pb_col_type">numeric</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> CbdDist</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Haversine distance to the CBD in meters</p>
<p><strong class="pb_sub_label">SUMMARY STATISTICS</strong> <br>Average value: 23887.3 <br>Median value: 20518.7 <br>Maximum value: 111274.6 <br>Minimum value: 22.9 <br>Standard deviation: 14735.7 <br>NA: 0</p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">lga_name_2022</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> LgaN2022</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value - note that “Merri-bek” has been changed to it’s new name, and if you are joining to other maps you might consider using lga_code_2022 which is unchanged</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">lga_code_2022</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> LgaC2022</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">postcode_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Postc</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">suburb_name_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> SuburbN</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">ced_name_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> CedN</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> Commonwealth electoral division</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sed_name_2022</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> SedN2022</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> State electoral division</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sa1_code_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Sa1C</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sa2_code_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Sa2C</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sa2_name_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Sa2N</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sa3_code_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Sa3C</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sa3_name_2021</code> <code class="pb_col_type">character</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Sa3N</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
</div></td></tr>
<tr><td headers="Columns item" class="gt_row gt_left" style="color: #666666; font-size: smaller; border-top-width: 1; border-top-style: solid; border-top-color: #EFEFEF;"><div class='gt_from_md'><p><code style="margin-bottom:5px;color:#555555;font-weight:500;line-height:2em;border:solid 1px #499FFE;padding:2px 8px 3px 8px;background-color:#FAFAFA;">sa4_code_2021</code> <code class="pb_col_type">factor</code></p>
<p><strong class="pb_sub_label">SHAPEFILE SHORT COLUMN NAME</strong> Sa4C</p>
<p><strong class="pb_sub_label">DESCRIPTION</strong> ASGS area value</p>
<p><strong class="pb_sub_label">SOURCE</strong> <a href='https://runapp-aus.github.io/strayr/'>Strayr package</a></p>
<p><strong class="pb_sub_label">FACTOR LEVELS</strong> <br> 203 (n= 25 )<br>204 (n= 341 )<br>205 (n= 1 )<br>206 (n= 160,167 )<br>207 (n= 140,144 )<br>208 (n= 162,438 )<br>209 (n= 207,522 )<br>210 (n= 145,150 )<br>211 (n= 222,579 )<br>212 (n= 313,577 )<br>213 (n= 289,269 )<br>214 (n= 164,068 )<br>NA (n= 34 )</p>