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<!DOCTYPE html>
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<head>
<title>Trafford Data Lab</title>
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<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."/>
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<div class="container">
<header>
<nav>
<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 id="mainMenu" class="navbar">
<li><a href="charticles.html">Charticles</a></li>
<li><a href="data.html">Data</a></li>
<li><a href="learning.html">Learning</a></li>
<li><a href="about.html">About</a></li>
</ul>
</nav>
</header>
<main id="main">
<h1>Trafford Data Lab</h1>
<p id="intro">Supporting decision-making in Trafford by revealing patterns in data through visualisation. We produce a variety of different types of output with a selection featured below. The headings link to more outputs of the same type and commonly used terms are in our <a href="glossary.html">glossary</a>.</p>
<section id="featured" aria-label="apps will open in a new window, other items will open in the current window">
<h2>Featured:</h2>
<div id="featuredContainer" class="cardContainer themeBlockLight">
<div class="card labBorder labBorderfeatured">
<div class="themeBlockDark"><a href="#apps">more <strong>apps</strong> <span class="fa-solid fa-circle-chevron-right" aria-hidden="true"></span></a></div>
<div>
<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 showing comparisons for a range of themed indicators relating 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>.</span>
</div>
</div>
<div class="card labBorder labBorderfeatured">
<div class="themeBlockDark"><a href="#collections">more <strong>collections</strong> <span class="fa-solid fa-circle-chevron-right" aria-hidden="true"></span></a></div>
<div>
<a href="deprivation.html"><h3 class="cardHead themeLink">English Indices of Deprivation</h3><img src="images/iod_collection_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Interactive apps and reports, static graphics and datasets based on the <a href="https://www.gov.uk/government/collections/english-indices-of-deprivation" target="_blank">English Indices of Deprivation</a> data released by the <a href="https://www.gov.uk/government/organisations/ministry-of-housing-communities-local-government" target="_blank"><abbr title="Ministry of Housing, Communities & Local Government">MHCLG</abbr></a>.</span>
</div>
</div>
<div class="card labBorder labBorderfeatured">
<div class="themeBlockDark"><a href="#reports">more <strong>reports</strong> <span class="fa-solid fa-circle-chevron-right" aria-hidden="true"></span></a></div>
<div>
<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-2023 to mid 2024.</span>
</div>
</div>
<div class="card labBorder labBorderfeatured">
<div class="themeBlockDark"><a href="#graphics">more <strong>graphics</strong> <span class="fa-solid fa-circle-chevron-right" aria-hidden="true"></span></a></div>
<div>
<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>
</div>
</div>
<div class="card labBorder labBorderfeatured">
<div class="themeBlockDark"><a href="charticles.html">more <strong>charticles</strong> <span class="fa-solid fa-circle-chevron-right" aria-hidden="true"></span></a></div>
<div>
<a href="https://www.trafforddatalab.io/charticles/2025-09-16-earnings/"><h3 class="cardHead themeLink">Employee earnings</h3><img src="https://www.trafforddatalab.io/charticles/2025-09-16-earnings/plot.png" class="thumbnail" alt="" width="150" height="100" style="width: 150px; height: 100px;"/></a><br class="hideContent"/>
<span class="cardBody">Employees working in Trafford earn less than those that live in Trafford.</span>
</div>
</div>
<div class="card labBorder labBorderfeatured">
<div class="themeBlockDark"><a href="data.html">more <strong>data</strong> <span class="fa-solid fa-circle-chevron-right" aria-hidden="true"></span></a></div>
<div>
<a href="https://www.trafforddatalab.io/open_data/care_homes/"><h3 class="cardHead themeLink">Care homes</h3><img src="images/featured_dataset_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Nursing and residential care homes in Trafford published by the <a href="http://www.cqc.org.uk/about-us/transparency/using-cqc-data" target="_blank">Care Quality Commission</a>.</span>
</div>
</div>
</div>
</section>
<p style="margin-top: 2em;">
<a href="charticles.html">Charticles</a>, <a href="data.html">Data</a> and <a href="learning.html">Learning</a> outputs are available from the <a id="menuHighlighter" href="#mainMenu">main menu</a>.
The following sections contain interactive <a href="#apps">apps</a>, <a href="#collections">collections</a> of multiple outputs based on a theme, in-depth analysis <a href="#reports">reports</a> and static <a href="#graphics">graphics</a>. <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 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. Information is presented by theme as interactive maps and charts for easy comparison. The data and code for the visualisations can be downloaded.</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 and reachability tools to explore the borough.</span>
</div>
<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 showing comparisons for a range of themed indicators relating 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>.</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. Population figures for Mid-2024</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- flooding floods flood risk monitoring water lakes rivers streams brooks water levels watercourses apps webapps applications --></span>
<a href="https://www.trafforddatalab.io/maps/flood_risk_monitor" target="_blank">
<h3 class="cardHead themeLink">Flood Risk Monitor</h3>
<div class="thumbnail" style="width: 150px; height: 100px; background-color: #c4e1ff; border: 1px solid #eee;">
<span class="fa-stack" style="display: block; margin: auto; font-size: 50px;">
<span class="fa-solid fa-play fa-rotate-270 fa-stack-2x" style="color: #c70000;"></span>
<span class="fa-solid fa-house-flood-water fa-stack-1x" style="color: #fff; margin-top: 3px;"></span>
</span>
</div>
</a><br class="hideContent"/>
<span class="cardBody">Interactive map combining datasets from the <a href="https://www.gov.uk/government/organisations/environment-agency" target="_blank">Environment Agency</a> and <a href="https://www.ordnancesurvey.co.uk/" target="_blank">Ordnance Survey</a> showing flood risk from watercourses in and around Trafford and the latest available water level readings.</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 2023.</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"><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> displaying administrative and statistical geographies for a given postcode, chosen either by entering manually or by selecting a point on the map.</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">Over 300 local authorities have declared a "<a href="https://www.local.gov.uk/delivering-local-net-zero" target="_blank">climate emergency</a>". This tool, and our accompanying <a href="http://www.trafforddatalab.io/climate_emergency/">climate emergency open data companion</a>, provides support by visualising open data relating to climate change.</span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents trafford interactive english indices of deprivation 2025 english index of deprivation 2025 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 2019 2015 --></span>
<a href="https://trafforddatalab.shinyapps.io/local_deprivation" target="_blank"><h3 class="cardHead themeLink">Local Deprivation</h3><img src="images/local_deprivation_app_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Interactive visualisations of the Indices of Deprivation 2025, 2019 and 2015 data released by the <a href="https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" target="_blank"><abbr title="Ministry of Housing, Communities & Local Government">MHCLG</abbr></a> for <abbr title="Lower-layer Super Output Areas">LSOAs</abbr> across England by Local Authority District. Our <a href="deprivation.html">Indices of Deprivation collection</a> has further resources.</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>
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<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 software such as <abbr title="Geographic Information Systems">GIS</abbr>.</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>
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<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>
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<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>
<div class="thumbnail" style="width: 150px; height: 100px; background-color: #f9f9f9;">
<span class="far fa-check-circle" style="margin-left: 26px; margin-top: 2px;"></span>
</div>
</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>
<div class="thumbnail" style="width: 150px; height: 100px; background-color: #f9f9f9;">
<span class="fas fa-head-side-mask" style="margin-left: 23px; margin-top: 4px;"></span>
</div>
</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 notification">
<span class="filterTags"><!-- visualisation residents trafford local authorities interactive english indices of deprivation 2025 english index of multiple deprivation 2025 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 2019 2015 --></span>
<a href="deprivation.html"><h3 class="cardHead themeLink">English Indices of Deprivation</h3><img src="images/iod_collection_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Interactive apps and reports, static graphics and datasets based on the <a href="https://www.gov.uk/government/collections/english-indices-of-deprivation" target="_blank">English Indices of Deprivation</a> data released by the <a href="https://www.gov.uk/government/organisations/ministry-of-housing-communities-local-government" target="_blank"><abbr title="Ministry of Housing, Communities & Local Government">MHCLG</abbr></a>.</span>
<span class="badge highContrastBlock" aria-label="This item is new" data-added="2025-12-24"><span aria-hidden="true">new</span></span>
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<section id="reports">
<h2>Reports</h2>
<div class="cardContainer">
<div class="card labBorder notification">
<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>
<span class="badge highContrastBlock" aria-label="This item is new" data-added="2026-03-19"><span aria-hidden="true">new</span></span>
</div>
<div class="card labBorder">
<span class="filterTags"><!-- visualisation residents population projections 2032 2022 GM grater Manchester England growth change births young old age natural pyramid analysis --></span>
<a href="https://www.trafforddatalab.io/analysis/demographics/population/Population_Projections.html"><h3 class="cardHead themeLink">Trafford's population projections</h3><img src="images/projections_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Analysis of Trafford's population projections based on 2022 including growth to 2032 and splits by age.</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-2023 to mid 2024.</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 2023 to 2024.</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 class="card labBorder">
<span class="filterTags"><!-- pip benefits personal independence payment welfare DWP claimants claims health disability mental depression anxiety age ward --></span>
<a href="https://www.trafforddatalab.io/analysis/welfare_benefits/PIP.html"><h3 class="cardHead themeLink">Trafford's PIP claims </h3><img src="images/pip_thumbnail.png" class="thumbnail" alt=""/></a><br class="hideContent"/>
<span class="cardBody">Analysis of Personal Independence Payment (PIP) claim figures in Trafford by disability or disorder, age and MSOA in January 2025, as well as changes from January 2020. </span>
</div>
</div>
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<section id="graphics">
<h2>Graphics</h2>
<div class="cardContainer">
<div class="card labBorder">
<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>
</div>
<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 geographies geography english indices of deprivation 2025 index of multiple deprivation 2025 index of multiple deprivation 2025 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_2025.html"><h3 class="cardHead themeLink">Index of Multiple Deprivation 2025 for Trafford</h3><img src="images/static_trafford_imd_2025_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-2025" target="_blank"><abbr title="Ministry of Housing, Communities & Local Government">MHCLG</abbr></a> for <abbr title="Lower-layer Super Output Areas">LSOAs</abbr> in Trafford. The <a href="accessible_graphics/index_of_multiple_deprivation_2019.html">2019 version</a> is also available. Our <a href="deprivation.html">Indices of Deprivation collection</a> has further resources.</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 using 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 more information.</span>
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