43 datasets found
  1. g

    Fuel Poverty Index - Scotland

    • find.data.gov.scot
    • dtechtive.com
    html
    Updated Nov 16, 2023
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    The Improvement Service (2023). Fuel Poverty Index - Scotland [Dataset]. https://find.data.gov.scot/datasets/40735
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    html(null MB)Available download formats
    Dataset updated
    Nov 16, 2023
    Dataset provided by
    The Improvement Service
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    This dataset is a Scottish Fuel Poverty Index created in the summer of 2023 by EDINA@University of Edinburgh as part of their student internship programme. The user guide provides descriptions of each data variable used in creating the index. The basic rationale was to replicate for Scotland work that had been conducted previously but only in respect to England and Wales. The two indices are not strictly directly comparable due to data availability and spatial granularity but provide standalone snapshots of relative fuel poverty across Great Britain. The Scottish Index is fully open source and for purposes of transparency and repeatability this guide provides an open methodology and is accompanied by the underlying data. Data are provided in good faith 'as is' and is the sole product of student effort as part of mentoring activities conducted by EDINA at the University. Each variable that was used in the Index was normalised relative to the individual values for that variable - which means the values presented in the underlying FPI data table do not represent the actual numbers for each local authority - merely the percentage relative to the other local authorities in Scotland. A separate file 'Fuel-poverty-index-raw-data-with-calc.csv' is available which contains the raw percentages used for the index along with a table containing the calculations used to obtain the final score and the main FPI data table. Fuel Poverty Index Excel: This file contains each Scottish local authority's ability to pay score, demand score and final score which were all obtained from the several different variables. The raw data for these variables can be found in the Raw Data file and an explanation for each variable can be found in the User Guide document. The scores are between 1 to 100 and are normalised relative to each other. This means the final scores do not represent the actual physical values for each area. Fuel Poverty Index csv: This file contains the normalised processed data that makes up the Scottish fuel poverty index with variables being in range of 1 to 100. Some variables have been weighted depending on how important they are to the index. The final scores rating each Scottish local authority from 1 to 100 are also included. Raw data: This file contains the raw unprocessed data that the index was created from for all Scottish local authorities. User Guide: This file contains the documentation of the process to create the index as well as descriptions of what each column in the Fuel Poverty Index csv file contain. This file also provides some examples of the visualisation created from the index Fuel Poverty Index Shapefile: This folder contains the .shp shape file comprising all the data from Fuel Poverty Index csv, in addition to also having the geospatial polygons associated with each local authority boundary. For the best viewing, the British National Grid EPSG 27700 coordinate system should be used.

  2. Food poverty in the U.K. (excluding Scotland) in 2020, by age group

    • statista.com
    Updated Nov 28, 2025
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    Statista (2025). Food poverty in the U.K. (excluding Scotland) in 2020, by age group [Dataset]. https://www.statista.com/statistics/1258492/food-poverty-in-the-united-kingdom-by-age-group/
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    Dataset updated
    Nov 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jul 29, 2020 - Oct 6, 2020
    Area covered
    United Kingdom
    Description

    In 2020, approximately four percent of participants in the age group16 to ** stated in a survey conducted in the United Kingdom (U.K.) that they or people in their household never ran out of food and that they then did not have enough money to buy more food. Among the age group of those ** and older, it was ** percent. Data coverage excludes Scotland.

  3. Poverty and Income Inequality in Scotland - Dataset - data.gov.uk

    • ckan.publishing.service.gov.uk
    Updated Dec 10, 2011
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    ckan.publishing.service.gov.uk (2011). Poverty and Income Inequality in Scotland - Dataset - data.gov.uk [Dataset]. https://ckan.publishing.service.gov.uk/dataset/poverty_and_income_inequality_in_scotland
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    Dataset updated
    Dec 10, 2011
    Dataset provided by
    CKANhttps://ckan.org/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    Proportions and numbers of children, working age adults and pensioners in Scotland in absolute and relative poverty. Also contains figures on the distribution of household income. Source agency: Scottish Government Designation: National Statistics Language: English Alternative title: Poverty and Income Inequality in Scotland

  4. F

    Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC

    • fred.stlouisfed.org
    json
    Updated Dec 20, 2024
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    (2024). Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC [Dataset]. https://fred.stlouisfed.org/series/PPU18NC37165A156NCEN
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    jsonAvailable download formats
    Dataset updated
    Dec 20, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    North Carolina, Scotland County
    Description

    Graph and download economic data for Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC (PPU18NC37165A156NCEN) from 1989 to 2023 about Scotland County, NC; under 18 years; NC; child; poverty; percent; and USA.

  5. a

    Scottish Index of Multiple Deprivation, Population Estimates, and Child...

    • data-stirling-council.hub.arcgis.com
    • data.stirling.gov.uk
    Updated Aug 5, 2023
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    Stirling Council - insights by location (2023). Scottish Index of Multiple Deprivation, Population Estimates, and Child Poverty [Dataset]. https://data-stirling-council.hub.arcgis.com/maps/da5ff16cbb1d42a48c43369e694619ec
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    Dataset updated
    Aug 5, 2023
    Dataset authored and provided by
    Stirling Council - insights by location
    Area covered
    Description

    This map is published as Open Data, is the most recent, and replaces any previously published dataset.Scottish Index of Multiple Deprivation, Small Area Population Estimates, and Child Poverty The Scottish Index of Multiple Deprivation 2020 is the Scottish Government’s official tool for identifying those places in Scotland suffering from deprivation. It incorporates several different aspects of deprivation (employment, income, health, education, skills and training, geographic access, crime and housing), combining them into a single index.The 2020 Index provides a relative ranking for small areas in Scotland, defined by the Scottish Neighbourhood Statistics (SNS) Data Zone 2011 geography, from 1 (most deprived) to 6,976 (least deprived). By identifying small areas where there are concentrations of multiple deprivation, the SIMD can be used to target policies and resources at the places with greatest need. The SIMD also provides a rank for each data zone within each of the seven domains, and therefore it is possible to look at individual aspects of deprivation for each area, as well as the overall level of deprivation.National Records of Scotland Small Area Population Estimates (2021)Child Poverty by Datazone (2022/23)This map is created from the following:dataset: Contentand used in app: App

  6. Relative Poverty across Scottish Local Authorities - Dataset - data.gov.uk

    • ckan.publishing.service.gov.uk
    Updated Dec 10, 2011
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    ckan.publishing.service.gov.uk (2011). Relative Poverty across Scottish Local Authorities - Dataset - data.gov.uk [Dataset]. https://ckan.publishing.service.gov.uk/dataset/relative_poverty_across_scottish_local_authorities
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    Dataset updated
    Dec 10, 2011
    Dataset provided by
    CKANhttps://ckan.org/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    New figures about the proportion of households in relative poverty in Scotland at local authority area level. Source agency: Scottish Government Designation: Official Statistics not designated as National Statistics Language: English Alternative title: Relative Poverty across Scottish Local Authorities

  7. F

    Poverty Universe, Age 0-17 for Scotland County, NC

    • fred.stlouisfed.org
    json
    Updated Dec 20, 2024
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    (2024). Poverty Universe, Age 0-17 for Scotland County, NC [Dataset]. https://fred.stlouisfed.org/series/PUA0T17NC37165A647NCEN
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    jsonAvailable download formats
    Dataset updated
    Dec 20, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    North Carolina, Scotland County
    Description

    Graph and download economic data for Poverty Universe, Age 0-17 for Scotland County, NC (PUA0T17NC37165A647NCEN) from 1998 to 2023 about Scotland County, NC; NC; child; poverty; and USA.

  8. T

    Percent of Population Below the Poverty Level (5-year estimate) in Scotland...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated May 24, 2020
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    TRADING ECONOMICS (2020). Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, NC [Dataset]. https://tradingeconomics.com/united-states/percent-of-population-below-the-poverty-level-in-scotland-county-nc-fed-data.html
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    json, excel, xml, csvAvailable download formats
    Dataset updated
    May 24, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    North Carolina, Scotland County
    Description

    Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, NC was 26.60% in January of 2023, according to the United States Federal Reserve. Historically, Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, NC reached a record high of 32.30 in January of 2013 and a record low of 26.10 in January of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, NC - last updated from the United States Federal Reserve on November of 2025.

  9. F

    Percent of Population Below the Poverty Level (5-year estimate) in Scotland...

    • fred.stlouisfed.org
    json
    Updated Dec 12, 2024
    + more versions
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    (2024). Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, NC [Dataset]. https://fred.stlouisfed.org/series/S1701ACS037165
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Dec 12, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    North Carolina, Scotland County
    Description

    Graph and download economic data for Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, NC (S1701ACS037165) from 2012 to 2023 about Scotland County, NC; NC; poverty; percent; 5-year; population; and USA.

  10. T

    Percent of Population Below the Poverty Level (5-year estimate) in Scotland...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Nov 6, 2025
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    TRADING ECONOMICS (2025). Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, MO [Dataset]. https://tradingeconomics.com/united-states/percent-of-population-below-the-poverty-level-in-scotland-county-mo-fed-data.html
    Explore at:
    json, xml, excel, csvAvailable download formats
    Dataset updated
    Nov 6, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    Missouri, Scotland County
    Description

    Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, MO was 7.10% in January of 2023, according to the United States Federal Reserve. Historically, Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, MO reached a record high of 18.90 in January of 2012 and a record low of 7.10 in January of 2023. Trading Economics provides the current actual value, an historical data chart and related indicators for Percent of Population Below the Poverty Level (5-year estimate) in Scotland County, MO - last updated from the United States Federal Reserve on November of 2025.

  11. u

    Poverty in Scotland, 2022-2023

    • datacatalogue.ukdataservice.ac.uk
    Updated Jul 25, 2023
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    Joseph Rowntree Foundation (2023). Poverty in Scotland, 2022-2023 [Dataset]. http://doi.org/10.5255/UKDA-SN-9024-2
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    Dataset updated
    Jul 25, 2023
    Dataset provided by
    UK Data Servicehttps://ukdataservice.ac.uk/
    Authors
    Joseph Rowntree Foundation
    Area covered
    Scotland
    Description

    The Poverty in Scotland study was commissioned by the Joseph Rowntree Foundation (JRF) to fill knowledge gaps in our understanding of poverty, economic security and the cost of living crisis (2022) in Scotland. Phase 1 of the survey was undertaken online with participants by Savanta ComRes between 11 July - 2 August 2022 with adults aged 18+. Phase 2 was also conducted online, between 19-29 March 2023.

    The study explores a range of financial factors and economic security indicators as well as people’s reactions to the cost of living crisis. It captures a range of personal and economic characteristics and includes derived variables related to the Scottish Government’s Priority Families. Data are weighted to be representative of Scotland by age, gender, region, ethnicity and social grade.

    Further information can be found in the latest JRF Poverty in Scotland report.

    Latest edition information
    For the second edition (July 2023), data and documentation from the Phase 2 survey were added to the study.

  12. F

    Estimate of Related Children Age 5-17 in Families in Poverty for Scotland...

    • fred.stlouisfed.org
    json
    Updated Dec 20, 2024
    + more versions
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    (2024). Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, MO [Dataset]. https://fred.stlouisfed.org/series/PE5T17MO29199A647NCEN
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Dec 20, 2024
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    Missouri, Scotland County
    Description

    Graph and download economic data for Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, MO (PE5T17MO29199A647NCEN) from 1989 to 2023 about Scotland County, MO; 5 to 17 years; MO; family; child; poverty; persons; and USA.

  13. T

    Estimate of Related Children Age 5-17 in Families in Poverty for Scotland...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Feb 13, 2020
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    TRADING ECONOMICS (2020). Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, NC [Dataset]. https://tradingeconomics.com/united-states/estimate-of-related-children-age-5-17-in-families-in-poverty-for-scotland-county-nc-fed-data.html
    Explore at:
    excel, csv, json, xmlAvailable download formats
    Dataset updated
    Feb 13, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    North Carolina, Scotland County
    Description

    Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, NC was 2439.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, NC reached a record high of 2655.00000 in January of 2012 and a record low of 1546.00000 in January of 2001. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, NC - last updated from the United States Federal Reserve on November of 2025.

  14. T

    Estimated Percent of Related Children Age 5-17 in Families in Poverty for...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Aug 20, 2020
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    TRADING ECONOMICS (2020). Estimated Percent of Related Children Age 5-17 in Families in Poverty for Scotland County, NC [Dataset]. https://tradingeconomics.com/united-states/estimated-percent-of-related-children-age-5-17-in-families-in-poverty-for-scotland-county-nc-fed-data.html
    Explore at:
    xml, excel, json, csvAvailable download formats
    Dataset updated
    Aug 20, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    North Carolina, Scotland County
    Description

    Estimated Percent of Related Children Age 5-17 in Families in Poverty for Scotland County, NC was 42.70% in January of 2023, according to the United States Federal Reserve. Historically, Estimated Percent of Related Children Age 5-17 in Families in Poverty for Scotland County, NC reached a record high of 46.50 in January of 2019 and a record low of 21.50 in January of 2001. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimated Percent of Related Children Age 5-17 in Families in Poverty for Scotland County, NC - last updated from the United States Federal Reserve on November of 2025.

  15. T

    Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 11, 2020
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    TRADING ECONOMICS (2020). Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC [Dataset]. https://tradingeconomics.com/united-states/estimated-percent-of-people-age-0-17-in-poverty-for-scotland-county-nc-fed-data.html
    Explore at:
    json, excel, xml, csvAvailable download formats
    Dataset updated
    Mar 11, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    North Carolina, Scotland County
    Description

    Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC was 42.90% in January of 2023, according to the United States Federal Reserve. Historically, Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC reached a record high of 46.80 in January of 2012 and a record low of 24.80 in January of 2001. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimated Percent of People Age 0-17 in Poverty for Scotland County, NC - last updated from the United States Federal Reserve on October of 2025.

  16. Scottish House Condition Survey : Local Authority Fuel Poverty Nowcasts -...

    • ckan.publishing.service.gov.uk
    Updated Dec 10, 2011
    + more versions
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    ckan.publishing.service.gov.uk (2011). Scottish House Condition Survey : Local Authority Fuel Poverty Nowcasts - Dataset - data.gov.uk [Dataset]. https://ckan.publishing.service.gov.uk/dataset/scottish_house_condition_survey-local_authority_fuel_poverty_nowcasts
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    Dataset updated
    Dec 10, 2011
    Dataset provided by
    CKANhttps://ckan.org/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    Fuel Poverty estimates updated using average earnings index and fuel price indexes for local authorities and variable weighting on 3 years survey data. Source agency: Scottish Government Designation: Official Statistics not designated as National Statistics Language: English Alternative title: Scottish House Condition Survey: Local Authority Fuel Poverty Nowcasts

  17. T

    Estimate of People of All Ages in Poverty in Scotland County, NC

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 8, 2020
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    TRADING ECONOMICS (2020). Estimate of People of All Ages in Poverty in Scotland County, NC [Dataset]. https://tradingeconomics.com/united-states/estimate-of-people-of-all-ages-in-poverty-for-scotland-county-nc-fed-data.html
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Mar 8, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    North Carolina, Scotland County
    Description

    Estimate of People of All Ages in Poverty in Scotland County, NC was 8813.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Estimate of People of All Ages in Poverty in Scotland County, NC reached a record high of 11447.00000 in January of 2013 and a record low of 6216.00000 in January of 1989. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimate of People of All Ages in Poverty in Scotland County, NC - last updated from the United States Federal Reserve on November of 2025.

  18. T

    Estimate of People Age 0-17 in Poverty in Scotland County, NC

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 8, 2020
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    TRADING ECONOMICS (2020). Estimate of People Age 0-17 in Poverty in Scotland County, NC [Dataset]. https://tradingeconomics.com/united-states/estimate-of-people-age-0-17-in-poverty-for-scotland-county-nc-fed-data.html
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Mar 8, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    North Carolina, Scotland County
    Description

    Estimate of People Age 0-17 in Poverty in Scotland County, NC was 3303.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Estimate of People Age 0-17 in Poverty in Scotland County, NC reached a record high of 4012.00000 in January of 2012 and a record low of 2423.00000 in January of 2001. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimate of People Age 0-17 in Poverty in Scotland County, NC - last updated from the United States Federal Reserve on November of 2025.

  19. Fuel Poverty (Scottish House Condition Survey)

    • find.data.gov.scot
    • dtechtive.com
    csv, nt
    Updated Dec 21, 2023
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    Scottish Government (2023). Fuel Poverty (Scottish House Condition Survey) [Dataset]. https://find.data.gov.scot/datasets/24772
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    csv(null MB), nt(null MB)Available download formats
    Dataset updated
    Dec 21, 2023
    Dataset provided by
    Scottish Governmenthttp://www.gov.scot/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    Number of households in fuel poverty and extreme fuel poverty by selected dwelling and household characteristics.

  20. s

    people and population - child poverty by datazaone 2023

    • data.stirling.gov.uk
    Updated Mar 28, 2024
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    Stirling Council - insights by location (2024). people and population - child poverty by datazaone 2023 [Dataset]. https://data.stirling.gov.uk/datasets/stirling-council::people-and-population-child-poverty-by-datazaone-2023
    Explore at:
    Dataset updated
    Mar 28, 2024
    Dataset authored and provided by
    Stirling Council - insights by location
    Area covered
    Description

    This dataset is published as Open Data, is the most recent, and replaces any previously published dataset.Scottish Government - Percentage of Children in Poverty by SIMD Data Zone.

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The Improvement Service (2023). Fuel Poverty Index - Scotland [Dataset]. https://find.data.gov.scot/datasets/40735

Fuel Poverty Index - Scotland

Explore at:
html(null MB)Available download formats
Dataset updated
Nov 16, 2023
Dataset provided by
The Improvement Service
License

Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
License information was derived automatically

Area covered
Scotland
Description

This dataset is a Scottish Fuel Poverty Index created in the summer of 2023 by EDINA@University of Edinburgh as part of their student internship programme. The user guide provides descriptions of each data variable used in creating the index. The basic rationale was to replicate for Scotland work that had been conducted previously but only in respect to England and Wales. The two indices are not strictly directly comparable due to data availability and spatial granularity but provide standalone snapshots of relative fuel poverty across Great Britain. The Scottish Index is fully open source and for purposes of transparency and repeatability this guide provides an open methodology and is accompanied by the underlying data. Data are provided in good faith 'as is' and is the sole product of student effort as part of mentoring activities conducted by EDINA at the University. Each variable that was used in the Index was normalised relative to the individual values for that variable - which means the values presented in the underlying FPI data table do not represent the actual numbers for each local authority - merely the percentage relative to the other local authorities in Scotland. A separate file 'Fuel-poverty-index-raw-data-with-calc.csv' is available which contains the raw percentages used for the index along with a table containing the calculations used to obtain the final score and the main FPI data table. Fuel Poverty Index Excel: This file contains each Scottish local authority's ability to pay score, demand score and final score which were all obtained from the several different variables. The raw data for these variables can be found in the Raw Data file and an explanation for each variable can be found in the User Guide document. The scores are between 1 to 100 and are normalised relative to each other. This means the final scores do not represent the actual physical values for each area. Fuel Poverty Index csv: This file contains the normalised processed data that makes up the Scottish fuel poverty index with variables being in range of 1 to 100. Some variables have been weighted depending on how important they are to the index. The final scores rating each Scottish local authority from 1 to 100 are also included. Raw data: This file contains the raw unprocessed data that the index was created from for all Scottish local authorities. User Guide: This file contains the documentation of the process to create the index as well as descriptions of what each column in the Fuel Poverty Index csv file contain. This file also provides some examples of the visualisation created from the index Fuel Poverty Index Shapefile: This folder contains the .shp shape file comprising all the data from Fuel Poverty Index csv, in addition to also having the geospatial polygons associated with each local authority boundary. For the best viewing, the British National Grid EPSG 27700 coordinate system should be used.

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