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<!DOCTYPE html>
<html lang="en-GB">
<head>
<title>Trafford Data Lab</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover"/>
<meta charset="UTF-8"/>
<meta name="keywords" content="open, data, open data, data visualisation, visualisation, visualisations, profile, profiles, information, map, maps, mapping, interactive, gis, geographic, information, system, geographic information system, trafford, app, apps, application, applications"/>
<meta name="description" content="The Trafford Data Lab supports decision-making in Trafford, Greater Manchester, by revealing patterns in data through visualisation. We provide various outputs from raw open data to visualisations as thematic profiles and interactive maps. We are also involved in various open data and data visualisation projects."/>
<link rel="stylesheet" href="css/base.css"/>
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<body>
<div class="container">
<header>
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<ul id="a11yNav">
<li><a href="#main" class="themeBlockDark">Skip to main content</a></li>
<li><a href="#footer" class="themeBlockDark">Skip to footer</a></li>
</ul>
<img src="https://www.trafforddatalab.io/assets/logo/trafforddatalab_logo.svg" alt="Trafford Data Lab" width="93" class="traffordDataLabLogo"/>
<p class="hideContent">Main Menu</p>
<ul class="navbar">
<li><a href="charticles.html">Charticles</a></li>
<li><a href="data.html">Data</a></li>
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<main id="main">
<h1>Trafford Data Lab</h1>
<p class="intro">Supporting decision-making in Trafford by revealing patterns in data through visualisation.</p>
<a href="census2021.html" id="census2021" class="smallText">
<span class="far fa-check-circle"></span>
<span id="census2021Content">
<h2><img src="images/Census 2021 Web Logo White Landscape RGB.png" height="20" alt="Census 2021" id="census2021Logo"/></h2>
<p>Visit our dedicated page for all outputs relating to the census conducted in 2021.</p>
</span>
</a>
<p>
The following outputs are arranged into 4 categories: <em>Apps, Collections, Reports</em> and <em>Graphics</em>. <span id="filterContainer" style="display: inline-block;"></span>
</p>
<section id="apps" aria-label="items will open in a new window">
<h2>Apps</h2>
<div class="cardContainer">
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents interactive trafford council themes dashboard corporate plan priorities strategic vision outcomes indicators performance borough children and families children & families family healthy lives health economy and homes economy & homes businesses housing climate crisis environment comparators apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/trafford_themes/" target="_blank"><h3 class="cardHead themeLink">Trafford Themes</h3><img src="images/trafford_themes_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Interactive dashboard visualising data and comparisons for a range of themed indicators. These themes relate to the work undertaken by Trafford Council, including those defined by the <a href="https://www.trafford.gov.uk/about-your-council/strategies-plans-and-policies/Corporate-Plan.aspx" target="_blank">corporate priorities</a>, as well as other areas, providing an overview of the borough.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- interactive schools in trafford colleges in trafford infant schools junior schools primary schools secondary schools special schools 6th forms sixth forms ofsted reports ratings performance apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/schools/" target="_blank"><h3 class="cardHead themeLink">Schools in Trafford</h3><img src="images/schools_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Find schools and colleges in Trafford by phase, type, Ofsted rating and other filters. Links to Ofsted reports, performance comparisons and the schools' websites are also provided.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- interactive public parks in trafford green spaces greenspaces outdoors leisure friends' groups facilities fitness wellbeing health apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/parks/" target="_blank"><h3 class="cardHead themeLink">Public Parks in Trafford</h3><img src="images/parks_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Discover the facilities available within the public parks in Trafford. Information regarding the various friends' groups is also available.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation trafford national local authorities uk united kingdom climate emergency slide pack slide deck climate change climate crisis environment environmental councils energy carbon electricity gas biomass nuclear green wind wave solar renewables apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/climate_emergency/" target="_blank"><h3 class="cardHead themeLink">Climate emergency slide pack</h3><img src="images/climate_slide_pack_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">More than half of UK councils have declared a "<a href="https://www.bbc.co.uk/news/newsbeat-47570654" target="_blank">climate emergency</a>". This tool is designed to support local councils by visualising open data relating to climate change. We have also created an accompanying <a href="http://www.trafforddatalab.io/climate_emergency/">climate emergency open data companion</a>.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents trafford interactive english indices of deprivation 2019 english index of deprivation 2019 deprived areas income employment education, skills and training health deprivation and disability crime barriers to housing and services living environment income deprivation affecting children index idaci income deprivation affecting older people index idaopi most deprived least deprived deciles lsoas lower-layer super output areas lower layer super output areas apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/imd19" target="_blank"><h3 class="cardHead themeLink">English Indices of Deprivation 2019</h3><img src="images/imd_2019_app_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Interactive visualisation of the data released by the <a href="https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" target="_blank">Ministry of Housing, Communities & Local Government</a> for Lower-layer Super Output Areas (LSOA) across England by Local Authority District. Please visit our <a href="deprivation.html">Indices of Deprivation 2019 page</a> for further resources.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents interactive electoral ward profiler ward profiles trafford wards spatial maps mapping thematic themes communications community safety demographics deprivation economy education environment governance health housing labour market transport crime population ethnicity language religion religious beliefs age apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/ward_profiler/" target="_blank"><h3 class="cardHead themeLink">Ward Profiler</h3><img src="images/ward_profiler_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">In-depth information focussing on each of Trafford's wards. The information is presented in thematic sections as interactive maps and charts allowing for easy comparisons to be made. You can also download the data and code behind the visualisations.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation interactive maps mapping geojson geography geographies geospatial point data location amenities community safety education elections environment health historical interest housing labour market religion transport roads rail points of interest outdoor reachability nearest parks greenspaces green spaces travel loctions explore exploring trafford apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/explore/" target="_blank"><h3 class="cardHead themeLink">Explore</h3><img src="images/explore_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Discover the different geographic areas of Trafford and visualise all of our spatial datasets in one application. Use the geolocation facility (on supported devices with the user's permission) to see where you are and discover what is around you.</span>
</div>
<!-- TEMPORARILY REMOVED DUE TO NO DATA AVAILABLE FROM GMP: 2023-01-11 div class="card labBorder">
<span class="filterTags"></span>
<a href="http://www.trafforddatalab.io/crime_scanner/" target="_blank"><h3 class="cardHead themeLink">Crime Scanner</h3><img src="images/crime_scanner_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Interactively visualise street level crime and anti-social behaviour (ASB) incidents in your area.</span>
</div-->
<div class="card labBorder">
<span class="filterTags"><!-- visualisation interactive create choropleth maps mapping choroplether export geospatial geography geographies geojson apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/choroplether/" target="_blank"><h3 class="cardHead themeLink">Choroplether</h3><img src="images/choroplether_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Create <a href="https://www.axismaps.com/guide/univariate/choropleth/" target="_blank">choropleth maps</a> of your own data in <a href="https://vega.github.io/vega-lite/" target="_blank">Vega-Lite</a> without having to write all the code yourself. Export the output as an image or embed it in a web page.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- residents visualisation interactive trafford population picker single year of age statistical administrative geographies geography apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/population_picker" target="_blank"><h3 class="cardHead themeLink">Population Picker</h3><img src="images/population_picker_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Discover population figures for the different statistical and administrative geographies. Choose areas of interest and export the aggregated data.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- interactive trafford greater manchester local authorities postcodes centroids electoral wards download administrative geographies geography coordinates maps mapping apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/postcode_loader/" target="_blank"><h3 class="cardHead themeLink">Postcode Loader</h3><img src="images/postcode_loader_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">An <a href="https://cran.r-project.org/web/packages/shiny/index.html" target="_blank">R Shiny</a> app allowing users to download the latest <a href="https://geoportal.statistics.gov.uk/datasets/ons::onspd-online-latest-centroids/about" target="_blank">postcode centroids</a> from the <a href="https://www.ons.gov.uk/" target="_blank">Office for National Statistics</a>' <a href="https://geoportal.statistics.gov.uk/" target="_blank">Open Geography Portal</a> API.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- interactive trafford greater manchester england uk postcoder postcodes statistical administrative geographies geography coordinates maps mapping apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/postcoder/" target="_blank"><h3 class="cardHead themeLink">Postcoder</h3><img src="images/postcoder_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">This <a href="https://cran.r-project.org/web/packages/shiny/index.html" target="_blank">R Shiny</a> application powered by <a href="http://postcodes.io/" target="_blank">Postcodes.io</a> allows you to find administrative and statistical geographies for a given postcode. You can either enter the postcode manually or click on the map to find the nearest postcode to the corresponding coordinates.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- interactive maps mapping geojson geography geographies geospatial point data location features lines polygons circles markers graphical information system gis export geospatial geography geographies plotter apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/plotter/" target="_blank"><h3 class="cardHead themeLink">Plotter</h3><img src="images/plotter_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Create and edit map features in the form of lines, polygons, circles and markers and save the results. Load previously saved data and add to it, or use it in other applications such as Graphical Information Systems (GIS) software.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation interactive reported road traffic accidents rta casualty road casualties personal injury injuries crashes apps webapps applications --></span>
<a href="https://trafforddatalab.shinyapps.io/road_casualties" target="_blank"><h3 class="cardHead themeLink">Road casualties</h3><img src="images/road_casualty_app_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Application enabling users to explore GM reported road traffic accidents involving personal injury between 2010 and 2021.</span>
</div>
</div>
</section>
<section id="collections">
<h2>Collections</h2>
<div class="cardContainer">
<div class="card labBorder">
<span class="filterTags"><!-- visualisation trafford maps mapping electoral wards populations demographics residents households profiles collections --></span>
<a href="trafford_wards.html"><h3 class="cardHead themeLink">Trafford Wards</h3><img src="images/trafford_wards_collection_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">All our outputs and resources relating to Trafford's wards which came into force in May 2023. Profiles are available for each ward which include data from the 2021 census.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation trafford greater manchester census 2021 national statistics populations demographics residents households international migration ethnicity languages religion religious affiliation beliefs uk armed forces veterans education health disability unpaid care housing labour market travel to work national identity sexual orientation gender identity collections --></span>
<a href="census2021.html"><h3 class="cardHead themeLink">Census 2021</h3><span class="far fa-check-circle"></span></a><br class="hideContent"/>
<span class="cardBody">Visit our Census 2021 collections page for all our outputs relating to the census conducted by the <a href="https://www.ons.gov.uk/" target="_blank">Office for National Statistics</a> in 2021 and published between 2022-2023.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents trafford greater manchester local authorities covid-19 covid 19 c19 c-19 coronavirus global pandemic infections infectious case rates vaccines vaccinations vaccinated boosters immunity immune collections --></span>
<a href="covid19.html"><h3 class="cardHead themeLink">COVID-19</h3><span class="fas fa-head-side-mask"></span></a><br class="hideContent"/>
<span class="cardBody">Visit our COVID-19 collections page for all our outputs and resources relating to the coronavirus pandemic.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents trafford local authorities interactive english indices of deprivation 2019 english index of deprivation 2019 deprived areas income employment education, skills and training health deprivation and disability crime barriers to housing and services living environment income deprivation affecting children index idaci income deprivation affecting older people index idaopi most deprived least deprived deciles lsoas lower-layer super output areas lower layer super output areas local authority local authorities best-fit wards best fit wards collections --></span>
<a href="deprivation.html"><h3 class="cardHead themeLink">English Indices of Deprivation 2019</h3><img src="images/iod_2019_reports_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Resources, including Local Authority and <a href="http://geoportal.statistics.gov.uk/datasets/500d4283cbe54e3fa7f358399ba3783e_0" target="_blank">ONS ‘best-fit’ ward</a> reports, relating to the Indices of Deprivation 2019 data released by the <a href="https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" target="_blank">Ministry of Housing, Communities & Local Government</a>.</span>
</div>
</div>
</section>
<section id="reports">
<h2>Reports</h2>
<div class="cardContainer">
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents claimant count and universal credit in trafford covid-19 covid 19 c19 c-19 wards msoa middle-layer super output area middle layer super output area coronavirus global pandemic infections infectious case rates vaccines vaccinations vaccinated boosters immunity immune claimant count universal credit claims reports analysis --></span>
<a href="https://www.trafforddatalab.io/analysis/unemployment_covid-19/claimant_count_and_universal_credit.html"><h3 class="cardHead themeLink">Claimant Count and Universal Credit in Trafford</h3><img src="images/claimant_count_and_universal_credit_report_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Analysis of claimant count and Universal Credit claims in Trafford over time, including area and age-group breakdowns. This report is updated on a regular basis using <a href="https://www.nomisweb.co.uk/sources/cc" target="_blank">data from Nomis</a>.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents population estimates 2023 2022 GM grater Manchester England growth change migration births deaths age natural pyramid analysis --></span>
<a href="https://www.trafforddatalab.io/analysis/demographics/population/populationEstimates.html"><h3 class="cardHead themeLink">Trafford's population estimates</h3><img src="images/population_estimates_trafford_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Analysis of Trafford's population change by age and components such as migration, deaths and births from mid-2022 to mid 2023.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents population wards 2022 pyramid analysis --></span>
<a href="https://www.trafforddatalab.io/analysis/demographics/population/population_wards.html"><h3 class="cardHead themeLink">Mid-Year population for Trafford’s wards</h3><img src="images/trafford_wards_population_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Analysis of Trafford's wards population figures including population change and population pyramids for each ward from the Mid year population estimates comparing 2022 to 2021.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation 2021 ethnicity, identity, language and religion trafford greater manchester england census 2021 national statistics trafford populations demographics residents households ethnicity languages religious affiliation beliefs national identity reports analysis --></span>
<a href="https://www.trafforddatalab.io/analysis/census2021/ethnicity.html"><h3 class="cardHead themeLink">2021 Ethnicity, Identity, Language and Religion</h3><img src="images/census_2021_ethnicity_identity_language_religion_report_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">This report analyses the data published regarding the <a href="https://www.ons.gov.uk/releases/ethnicgroupnationalidentitylanguageandreligioncensus2021inenglandandwales" target="_blank">ethnic group, national identity, language, and religion</a> of residents from the 2021 census and compares it to similar data from the census in 2011.</span>
</div>
</div>
</section>
<section id="graphics">
<h2>Graphics</h2>
<div class="cardContainer">
<div class="card labBorder">
<span class="filterTags"><!-- visualisation geographies geography trafford electoral wards mid-year 2022 mid year 2020 national statistics populations residents populations estimates maps mapping electoral wards accessible static graphics infographics --></span>
<a href="accessible_graphics/resident_population_2022.html"><h3 class="cardHead themeLink">Resident population of Trafford</h3><img src="images/static_trafford_population_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Mid-year 2022 resident population estimates for Trafford visualised by electoral ward.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents census 2011 output area classifications geodemographic classification maps mapping pen portraits radial plots accessible static graphics infographics --></span>
<a href="accessible_graphics/output_area_classification_2011.html"><h3 class="cardHead themeLink">2011 Output Area Classification</h3><img src="images/static_trafford_OAC_2011_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">The <a href="https://www.ons.gov.uk/methodology/geography/geographicalproducts/areaclassifications/2011areaclassifications" target="_blank">Output Area Classification</a> is an open source geodemographic classification that uses the <a href="https://www.ons.gov.uk/census/2011census" target="_blank">2011 Census</a> to group the UK's <a href="https://www.ons.gov.uk/methodology/geography/ukgeographies/censusgeography#output-area-oa" target="_blank">Output Areas</a>. Explore the <a href="https://www.ons.gov.uk/methodology/geography/geographicalproducts/areaclassifications/2011areaclassifications/penportraitsandradialplots" target="_blank">pen portraits and radial plots</a> for information about the classifications.</span>
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<span class="filterTags"><!-- visualisation geographies geography trafford's locality boundaries localities maps mapping electoral wards accessible static graphics infographics --></span>
<a href="accessible_graphics/trafford_wards_localities.html"><h3 class="cardHead themeLink">Trafford wards and localities</h3><img src="images/static_trafford_wards_localities_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Map of Trafford showing the boundaries of the 21 wards and 4 localities.</span>
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<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents geographies geography english indices of deprivation 2019 index of multiple deprivation 2019 index of multiple deprivation 2015 for trafford lower-layer super output areas lower layer super output areas lsoa accessible static graphics infographics --></span>
<a href="accessible_graphics/index_of_multiple_deprivation_2019.html"><h3 class="cardHead themeLink">Index of Multiple Deprivation 2019 for Trafford</h3><img src="images/static_trafford_imd_2019_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Visualising the data released by the <a href="https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" target="_blank">Ministry of Housing, Communities & Local Government</a> for Lower-layer Super Output Areas (LSOA) in Trafford. The <a href="accessible_graphics/index_of_multiple_deprivation_2015.html">Index of Multiple Deprivation 2015</a> version is also available. Please visit our <a href="deprivation.html">Indices of Deprivation 2019 page</a> for further resources.</span>
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