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ODI Flagship: Fuel Poverty - Open Dataset
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This workbook contains a dataset that combines both measures that make up the fuel poverty risk index as well as measures that provide further information about fuel poverty. The dataset was produced as part of the ODI's Flagship project on fuel poverty and was created using data from existing open data sources with some supplementary data provided by Citizens Advice, that is being published as part of this project. Measures included are reported for either local authority districts or regions. Where reported in the source data, England data is also included. For some measures, an England average is calculated within the interactive tool (from the average among all local authorities). These calculated averages do not appear in this dataset.

In line with ODI's mission, the intention is for others to investigate this data further and create new insights.
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Full research report and interactive demand data tool:
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https://theodi.org/article/fuel-poverty-tool-and-data-infrastructure-report-and-fuel-poverty-risk-index
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1. Contents
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Underlying_Data: The dataset presented in 'normalised' form, with one row per area per measure
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Data_Table: The dataset presented in 'denormalised' form, with one column per measure and one row per area
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Measure_Details: Descriptions of each measure and a link to the original open data source
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2. Definitions used in this dataset
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area: The name of the local authority district, region or England
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region: The region of England that the local authority district is in
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geo_level: Defines whether the row relates to a local authority district, region or England
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measure: The name of the measure
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value: The percentage/score/rate for each area
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3. Contributing datasets
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To develop this food poverty dataset, data was drawn together from a number of existing datasets. Unless otherwise stated, these were accessed under an Open Government Licence v3.0.
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Met Office: Historic station data
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https://www.metoffice.gov.uk/research/climate/maps-and-data/historic-station-data
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ONS: Energy efficiency of housing in England and Wales
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https://www.ons.gov.uk/peoplepopulationandcommunity/housing/articles/energyefficiencyofhousinginenglandandwales/2021
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MHCLG: English indices of deprivation 2019
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https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019
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DWP: Household Support Fund Grant
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https://www.gov.uk/government/publications/household-support-fund-guidance-for-local-councils/household-support-fund-grant-determination-2021-no-315787
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DLUHC: Local authority housing statistics
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https://www.gov.uk/government/statistical-data-sets/local-authority-housing-statistics-open-data
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ONS: Population and household estimates for England and Wales
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https://statistics.ukdataservice.ac.uk/dataset/population-and-household-estimates-england-and-wales-2021/resource/dac8f24b-2440-4093-a94c-6acdadd0862c
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ONS: 2011 population estimates
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https://www.ons.gov.uk/peoplepopulationandcommunity/populationandmigration/populationestimates/datasets/2011censuspopulationestimatesbyfiveyearagebandsandhouseholdestimatesforlocalauthoritiesintheunitedkingdom
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DWP: Benefits Statistics
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https://www.gov.uk/government/collections/dwp-statistical-summaries
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ONS: Earnings and hours worked
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https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/earningsandworkinghours/datasets/placeofresidencebylocalauthorityashetable8
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ONS: Lone parent households with dependent children
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https://www.nomisweb.co.uk/census/2011/ks107ew
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BEIS: Green Homes Grant and Home Upgrade Grant statistics
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https://www.gov.uk/government/collections/green-home-grant-statistics
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BEIS: Household energy efficiency statistics
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https://www.gov.uk/government/statistics/household-energy-efficiency-statistics-headline-release-june-2022
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DWP: Winter Fuel Payment statistics
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https://www.gov.uk/government/statistics/winter-fuel-payment-statistics-for-winter-2019-to-2020
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BEIS: Electric prepayment meter statistics
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https://www.gov.uk/government/statistics/electric-prepayment-meter-statistics
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ONS: Excess winter mortality in England and Wales
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https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/bulletins/excesswintermortalityinenglandandwales/2020to2021provisionaland2019to2020final
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BEIS: Fuel poverty statistics
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https://www.gov.uk/government/collections/fuel-poverty-statistics#2020-statistics
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DWP: Family Resources Survey
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https://www.gov.uk/government/statistics/family-resources-survey-financial-year-2020-to-2021
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BEIS: Sub-national estimates of properties not connected to the gas network
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https://www.gov.uk/government/statistics/sub-national-estimates-of-households-not-connected-to-the-gas-network
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Citizens Advice: Advice Trends (included with permission from Citizens Advice)
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https://public.tableau.com/app/profile/citizensadvice/viz/AdviceTrendsAug2022/Cover
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4. License
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This data is published under a CC BY 4.0 license. Further details can be found here:
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https://creativecommons.org/licenses/by/4.0/
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This open dataset was compiled by Mime on behalf of the Open Data Institute (ODI)
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