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<h1>Charticles</h1>
<p>Bite-size articles with a chart or a map. Choose a charticle from the following list to open in a new window, the latest ones are presented first. <span id="filterContainer" style="display: inline-block;"></span></p>
<section class="cardContainer">
<a class="card labBorder notification" href="https://www.trafforddatalab.io/charticles/2026-08-12-health-state-life-expectancy/"><span class="filterTags"><!-- shealthy life expectancy disability living, gaps mortality trafford MSOA visualisation charticle" --></span><time datetime="2026-08-12" class="themeBlockLight">August 12, 2026</time><h2 class="cardHead themeLink">Health state life expectancy</h2><img src="https://www.trafforddatalab.io/charticles/2026-08-12-health-state-life-expectancy/plot.png" alt="Years of life after Healthy life expectancy for 2019-23 for Trafford's MSOAs" style="width: 95%; padding: 0.2em;"/>
<span class="badge highContrastBlock" aria-label="This item is new" data-added="2026-08-12"><span aria-hidden="true">new</span></span></a>
<a class="card labBorder notification" href="https://www.trafforddatalab.io/charticles/2025-09-16-earnings/"><span class="filterTags"><!-- salaries salary earnings hourly pay employees gap inequality part time full time workers Trafford wages" --></span><time datetime="2025-09-16" class="themeBlockLight">September 16, 2025</time><h2 class="cardHead themeLink">Employee earnings</h2><img src="https://www.trafforddatalab.io/charticles/2025-09-16-earnings/plot.png" alt="Workplace and residence based employees earnings in Trafford by full-part time, female-male, and their combinations." style="width: 95%; padding: 0.2em;"/>
<span class="badge highContrastBlock" aria-label="This item is new" data-added="2025-09-16"><span aria-hidden="true">new</span></span></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2024-08-21-pop-estimates-vs-projection/"><span class="filterTags"><!-- Trafford population 2023 pyramid females males age ages" --></span><time datetime="2024-08-21" class="themeBlockLight">August 21, 2024</time><h2 class="cardHead themeLink">Population estimate vs projection</h2><img src="https://www.trafforddatalab.io/charticles/2024-08-21-pop-estimates-vs-projection/plot.png" alt=". Trafford's population pyramid comparing mid-2023 population estimates vs 2018 population projections for 2023.." style="width: 95%; padding: 0.2em;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2024-03-19-population-growth/"><span class="filterTags"><!-- population estimates people census residents births deaths international migration inflow outflow components change" --></span><time datetime="2024-03-19" class="themeBlockLight">March 19, 2024</time><h2 class="cardHead themeLink">Components of population change</h2><img src="https://www.trafforddatalab.io/charticles/2024-03-19-population-growth/plot.png" alt=". Trafford's drivers of population change inthe year to mid-2022." style="width: 95%; padding: 0.2em;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2023-04-20-traffords-changing-wards/"><span class="filterTags"><!-- electoral wards locality localities boundaries changing local elections" --></span><time datetime="2023-04-20" class="themeBlockLight">April 20, 2023</time><h2 class="cardHead themeLink">Trafford's changing wards</h2><img src="https://www.trafforddatalab.io/charticles/2023-04-20-traffords-changing-wards/plot_2023.svg" alt=". Visualising the changes to the ward and locality boundaries in Trafford." style="width: 88%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2022-10-21-covid-vaccination/"><span class="filterTags"><!-- covid vaccination dose booster MSOA local" --></span><time datetime="2022-10-21" class="themeBlockLight">October 21, 2022</time><h2 class="cardHead themeLink">COVID 19 Vaccinations</h2><img src="https://www.trafforddatalab.io/charticles/2022-10-21-covid-vaccination/plot.svg" alt=". COVID-19 vaccination uptake rate for Trafford MSOAs on the 19th of October 2022." style="width: 92%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2022-08-25-affordability-ratio/"><span class="filterTags"><!-- housing affordability ratio earnings house price" --></span><time datetime="2022-08-25" class="themeBlockLight">August 25, 2022</time><h2 class="cardHead themeLink">Housing affordability</h2><img src="https://www.trafforddatalab.io/charticles/2022-08-25-affordability-ratio/plot.svg" alt=". Housing affordability ratio from 2010 to 2021 for Trafford, England and similar local authorities." style="width: 92%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2022-03-31-digital-exclusion/"><span class="filterTags"><!-- digital exclusion DERI index population trafford LSOA" --></span><time datetime="2022-03-23" class="themeBlockLight">March 23, 2022</time><h2 class="cardHead themeLink">Digital Exclusion</h2><img src="https://www.trafforddatalab.io/charticles/2022-03-31-digital-exclusion/plot.svg" alt=". Population percent at risk of Digital exclusion in Trafford based on the LSOAs DERI score." style="width: 92%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2021-09-23-no2-mid-2021/"><span class="filterTags"><!-- air pollution nitrogen dioxide coronavirus covid-19 lockdown emissions roadside no2 --></span><time datetime="2021-09-23" class="themeBlockLight">September 23, 2021</time><h2 class="cardHead themeLink">Roadside pollution</h2><img src="https://www.trafforddatalab.io/charticles/2021-09-23-no2-mid-2021/plot.svg" alt=". Monthly mean NO2 concentrations along the A56 September 2018 to August 2021." style="width: 150%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2021-04-15-claimant-rate-age/"><span class="filterTags"><!-- claimant rate universal credit benefits covid-19 coronavirus unemployment jobs working age band --></span><time datetime="2021-04-15" class="themeBlockLight">April 15, 2021</time><h2 class="cardHead themeLink">Claimant rate by age band</h2><img src="https://www.trafforddatalab.io/charticles/2021-04-15-claimant-rate-age/plot.svg" alt=". Claimant rate by five age bands in Trafford from January 2020 to February 2021." style="width: 99%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2021-01-25-life-expectancy/"><span class="filterTags"><!-- gender gaps in life expectancy living unhealthy mortality msoa --></span><time datetime="2021-01-25" class="themeBlockLight">January 25, 2021</time><h2 class="cardHead themeLink">Life expectancy by MSOA</h2><img src="https://www.trafforddatalab.io/charticles/2021-01-25-life-expectancy/plot.svg" alt=". Differences in life expectancy between males and females in small areas of Trafford."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2021-01-14-internet-engagement/"><span class="filterTags"><!-- internet engagement broadband usage connection connectivity web --></span><time datetime="2021-01-14" class="themeBlockLight">January 14, 2021</time><h2 class="cardHead themeLink">Internet engagement</h2><img src="https://www.trafforddatalab.io/charticles/2021-01-14-internet-engagement/plot.svg" alt=". Distribution of Internet engagement across Trafford's neighbourhoods."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-11-16-suicides/"><span class="filterTags"><!-- suicides mental health --></span><time datetime="2020-11-16" class="themeBlockLight">November 16, 2020</time><h2 class="cardHead themeLink">Suicide registrations</h2><img src="https://www.trafforddatalab.io/charticles/2020-11-16-suicides/plot.svg" alt=". Age-standardised suicide rate in Trafford, North West & England over 3-year rolling periods."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-11-11-golf-courses/"><span class="filterTags"><!-- outdoors spaces environment green golf courses --></span><time datetime="2020-11-11" class="themeBlockLight">November 11, 2020</time><h2 class="cardHead themeLink">Golf courses</h2><img src="https://www.trafforddatalab.io/charticles/2020-11-11-golf-courses/plot.svg" alt=". Maps showing the area covered by golf courses in Trafford's electoral wards." style="width: 100%"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-11-09-dwellings-no-outdoor-space/"><span class="filterTags"><!-- outdoors spaces environment green gardens dwellings housing covid-19 coronavirus --></span><time datetime="2020-11-09" class="themeBlockLight">November 09, 2020</time><h2 class="cardHead themeLink">Dwellings with no outdoor space</h2><img src="https://www.trafforddatalab.io/charticles/2020-11-09-dwellings-no-outdoor-space/plot.svg" alt=". Percentage of households with no access to a private or shared garden by MSOA."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-11-06-birds-of-conservation-concern/"><span class="filterTags"><!-- birds conservation environment carrington moss --></span><time datetime="2020-11-06" class="themeBlockLight">November 06, 2020</time><h2 class="cardHead themeLink">Birds of conservation concern</h2><img src="https://www.trafforddatalab.io/charticles/2020-11-06-birds-of-conservation-concern/plot.svg" alt=". Recent sightings of birds of conservation concern at Carrington Moss."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-10-16-mobility-trends/"><span class="filterTags"><!-- mobility trends retail supermarkets pharmacies parks coronavirus covid-19 restaurants cafes shopping centres theme parks museums libraries cinemas --></span><time datetime="2020-10-16" class="themeBlockLight">October 16, 2020</time><h2 class="cardHead themeLink">Mobility trends</h2><img src="https://www.trafforddatalab.io/charticles/2020-10-16-mobility-trends/plot.svg" alt=". Visits to retail locations, supermarkets and local parks in Trafford since mid-February 2020."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-10-15-child-poverty/"><span class="filterTags"><!-- child children poverty deprivation greater manchester local authorities authority deprivation deprived --></span><time datetime="2020-10-15" class="themeBlockLight">October 15, 2020</time><h2 class="cardHead themeLink">Child Poverty</h2><img src="https://www.trafforddatalab.io/charticles/2020-10-15-child-poverty/plot.svg" alt=". Child poverty in Greater Manchester local authorities between 2014/15 and 2018/19."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-07-13-claimant-rate/"><span class="filterTags"><!-- claimant rate universal credit benefits covid-19 coronavirus unemployment jobs working --></span><time datetime="2020-07-13" class="themeBlockLight">July 13, 2020</time><h2 class="cardHead themeLink">Claimant Rate</h2><img src="https://www.trafforddatalab.io/charticles/2020-07-13-claimant-rate/plot.svg" alt=". Claimant rate in Trafford's wards during the COVID-19 outbreak."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-07-07-generations/"><span class="filterTags"><!-- population estimates people census age residents generations --></span><time datetime="2020-07-07" class="themeBlockLight">July 07, 2020</time><h2 class="cardHead themeLink">Generations</h2><img src="https://www.trafforddatalab.io/charticles/2020-07-07-generations/plot.svg" alt=". Estimated percentage of residents in Trafford by age and generation, mid-2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2020-04-30-no2-covid-19/"><span class="filterTags"><!-- air pollution nitrogen dioxide coronavirus covid-19 lockdown emissions roadside no2 --></span><time datetime="2020-04-30" class="themeBlockLight">April 30, 2020</time><h2 class="cardHead themeLink">Air pollution levels during COVID-19</h2><img src="https://www.trafforddatalab.io/charticles/2020-04-30-no2-covid-19/plot.svg" alt=". Air pollution levels in Trafford during the COVID-19 lockdown compared to 2018 and 2019 levels."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-13-green-flags/"><span class="filterTags"><!-- green flags parks awards --></span><time datetime="2019-11-13" class="themeBlockLight">November 13, 2019</time><h2 class="cardHead themeLink">Green Flag Awards</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-13-green-flags/plot.svg" alt=". Parks across Greater Manchester awarded a Green Flag, 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-12-living-wage/"><span class="filterTags"><!-- living wages employment jobs deprivation poverty working --></span><time datetime="2019-11-12" class="themeBlockLight">November 12, 2019</time><h2 class="cardHead themeLink">Living wage</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-12-living-wage/plot.svg" alt=". Jobs below the living wage in each Local Authority within Greater Manchester, 2017 - 2018."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-11-alcohol-related-deaths/"><span class="filterTags"><!-- alcohol related deaths drinking unhealthy --></span><time datetime="2019-11-11" class="themeBlockLight">November 11, 2019</time><h2 class="cardHead themeLink">Alcohol-related deaths</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-11-alcohol-related-deaths/plot.svg" alt=". Deaths from alcohol related conditions in each Local Authority within Greater Manchester, 2017."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-08-living-alone/"><span class="filterTags"><!-- living alone loneliness lonely --></span><time datetime="2019-11-08" class="themeBlockLight">November 08, 2019</time><h2 class="cardHead themeLink">Living alone</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-08-living-alone/plot.svg" alt=". Proportion of Trafford residents aged 50 and over living alone in each electoral ward, 2011."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-07-road-casualties/"><span class="filterTags"><!-- road casualties casualty road safety --></span><time datetime="2019-11-07" class="themeBlockLight">November 07, 2019</time><h2 class="cardHead themeLink">Road casualties</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-07-road-casualties/plot.svg" alt=". Incidents in Trafford resulting in death or serious injury, 2018."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-06-childhood-obesity/"><span class="filterTags"><!-- childhood children obesity obese unhealthy --></span><time datetime="2019-11-06" class="themeBlockLight">November 06, 2019</time><h2 class="cardHead themeLink">Childhood obesity</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-06-childhood-obesity/plot.svg" alt=". Obesity prevelance amongst Year 6 children, 2015/16 - 2017/18."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-05-co2-emissions/"><span class="filterTags"><!-- co2 emissions carbon dioxide climate environment air pollution --></span><time datetime="2019-11-05" class="themeBlockLight">November 05, 2019</time><h2 class="cardHead themeLink">CO2 emissions</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-05-co2-emissions/plot.svg" alt=". Change in carbon dioxide emissions in Trafford, Greater Manchester and England, 2005 - 2017."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-04-businesses/"><span class="filterTags"><!-- businesses employment jobs --></span><time datetime="2019-11-04" class="themeBlockLight">November 04, 2019</time><h2 class="cardHead themeLink">Businesses</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-04-businesses/table.png" alt=". Businesses by employment size band in Trafford, Greater Manchester and England, 2019." style="width: 200%;"/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-11-01-relative-deprivation/"><span class="filterTags"><!-- relative deprivation poverty --></span><time datetime="2019-11-01" class="themeBlockLight">November 01, 2019</time><h2 class="cardHead themeLink">Relative deprivation</h2><img src="https://www.trafforddatalab.io/charticles/2019-11-01-relative-deprivation/plot.svg" alt=". Index of Multiple Deprivation of small areas in Trafford, 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-31-gva/"><span class="filterTags"><!-- gross value added gva --></span><time datetime="2019-10-31" class="themeBlockLight">October 31, 2019</time><h2 class="cardHead themeLink">Gross Value Added</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-31-gva/plot.svg" alt=". Measure of economic activity of each Local Authority within Greater Manchester, 2017."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-30-eco-heating/"><span class="filterTags"><!-- eco-heating heating climate environment --></span><time datetime="2019-10-30" class="themeBlockLight">October 30, 2019</time><h2 class="cardHead themeLink">Eco-heating</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-30-eco-heating/plot.svg" alt=". Domestic Renewable Heat Incentive accreditations in Greater Manchester, 2014 - 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-29-broadband-speed/"><span class="filterTags"><!-- broadband speed connection connectivity internet web --></span><time datetime="2019-10-29" class="themeBlockLight">October 29, 2019</time><h2 class="cardHead themeLink">Broadband speed</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-29-broadband-speed/plot.svg" alt=". Download speed of broadband connections in Trafford, May/June 2018."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-28-crime-rate/"><span class="filterTags"><!-- crime rate criminality police --></span><time datetime="2019-10-28" class="themeBlockLight">October 28, 2019</time><h2 class="cardHead themeLink">Crime rate</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-28-crime-rate/plot.svg" alt=". Police recorded crime rate in Trafford compared to Greater Manchester, year ending June 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-25-green-belt/"><span class="filterTags"><!-- green belt land environment --></span><time datetime="2019-10-25" class="themeBlockLight">October 25, 2019</time><h2 class="cardHead themeLink">Green Belt</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-25-green-belt/plot.svg" alt=". Extent of Green Belt designated land in Trafford, March 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-24-recycling/"><span class="filterTags"><!-- recycling environment --></span><time datetime="2019-10-24" class="themeBlockLight">October 24, 2019</time><h2 class="cardHead themeLink">Recycling</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-24-recycling/plot.svg" alt=". Household waste recycling in Trafford, Greater Manchester and England, 2010-11 and 2017-18."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-23-travel-to-work/"><span class="filterTags"><!-- travel to work commute employment jobs working --></span><time datetime="2019-10-23" class="themeBlockLight">October 23, 2019</time><h2 class="cardHead themeLink">Travel to work</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-23-travel-to-work/plot.svg" alt=". Commuting journeys by mode of transport in Trafford, 2011."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-22-electric-vehicles/"><span class="filterTags"><!-- electric vehicles climate environment --></span><time datetime="2019-10-22" class="themeBlockLight">October 22, 2019</time><h2 class="cardHead themeLink">Electric vehicles</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-22-electric-vehicles/plot.svg" alt=". Number of licensed electric vehicles in Trafford, 2012 - 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-21-air-pollution/"><span class="filterTags"><!-- air pollution climate environment emissions roadside pm10 --></span><time datetime="2019-10-21" class="themeBlockLight">October 21, 2019</time><h2 class="cardHead themeLink">Air pollution</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-21-air-pollution/plot.svg" alt=". 24 hour mean PM10 concentrations over 12 months, 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-18-median-house-prices/"><span class="filterTags"><!-- median house prices housing --></span><time datetime="2019-10-18" class="themeBlockLight">October 18, 2019</time><h2 class="cardHead themeLink">Median house prices</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-18-median-house-prices/plot.svg" alt=". Median house prices by electoral ward in Trafford, 2018."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-17-fuel-poverty/"><span class="filterTags"><!-- fuel poverty deprivation housing --></span><time datetime="2019-10-17" class="themeBlockLight">October 17, 2019</time><h2 class="cardHead themeLink">Fuel poverty</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-17-fuel-poverty/plot.svg" alt=". Proportion of Trafford households in fuel poverty, 2017."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-16-claimant-count/"><span class="filterTags"><!-- claimant count employment jobs deprivation poverty working --></span><time datetime="2019-10-16" class="themeBlockLight">October 16, 2019</time><h2 class="cardHead themeLink">Claimant count</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-16-claimant-count/plot.svg" alt=". Age profile of Trafford's Universal Credit claimants by electoral ward, 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-15-population-projection/"><span class="filterTags"><!-- population projection people census age residents --></span><time datetime="2019-10-15" class="themeBlockLight">October 15, 2019</time><h2 class="cardHead themeLink">Population projection</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-15-population-projection/plot.svg" alt=". Age composition of Trafford, mid-2018."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-10-14-employment-rate/"><span class="filterTags"><!-- employment rates jobs working --></span><time datetime="2019-10-14" class="themeBlockLight">October 14, 2019</time><h2 class="cardHead themeLink">Employment rate</h2><img src="https://www.trafforddatalab.io/charticles/2019-10-14-employment-rate/plot.svg" alt=". Rates of employment in Trafford, Greater Manchester and England, June 2010 - June 2019."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-04-12-gaps-in-life-expectancy/"><span class="filterTags"><!-- gender gaps in life expectancy living unhealthy poverty ward --></span><time datetime="2019-04-12" class="themeBlockLight">April 12, 2019</time><h2 class="cardHead themeLink">Gaps in life expectancy</h2><img src="https://www.trafforddatalab.io/charticles/2019-04-12-gaps-in-life-expectancy/plot.svg" alt=". Life expectancy at birth vs deprivation in Trafford's wards, 2011-2015."/></a>
<a class="card labBorder" href="https://www.trafforddatalab.io/charticles/2019-04-04-old-age-dependency-ratio/"><span class="filterTags"><!-- old age dependency ratio jobs working --></span><time datetime="2019-04-04" class="themeBlockLight">April 04, 2019</time><h2 class="cardHead themeLink">Old age dependency ratio</h2><img src="https://www.trafforddatalab.io/charticles/2019-04-04-old-age-dependency-ratio/plot.svg" alt=". Old-age dependency ratios in Trafford's wards, 2017."/></a>
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