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.

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; percent; poverty; 5-year; population; and USA.

Graph and download economic data for Estimated Percent of People Age 0-17 in Poverty for Scotland County, MO (PPU18MO29199A156NCEN) from 1989 to 2023 about Scotland County, MO; under 18 years; MO; percent; child; poverty; and USA.

18 to 64 years Poverty Rate Statistics for 2022. This is part of a larger dataset covering poverty in Scotland County, North Carolina by age, education, race, gender, work experience and more.

Graph and download economic data for 90% Confidence Interval Lower Bound of Estimate of Percent of Related Children Age 5-17 in Families in Poverty for Scotland County, MO (PPCILB5T17MO29199A156NCEN) from 1989 to 2023 about Scotland County, MO; 5 to 17 years; MO; family; percent; child; poverty; and USA.

This dataset is published as Open DataScottish 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)

Graph and download economic data for 90% Confidence Interval Lower Bound of Estimate of Percent of People Age 0-17 in Poverty for Scotland County, NC (PPCILBU18NC37165A156NCEN) from 1989 to 2023 about Scotland County, NC; under 18 years; NC; percent; child; poverty; and USA.

Abstract copyright UK Data Service and data collection copyright owner.

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.

Graph and download economic data for Estimated Percent of Related Children Age 5-17 in Families in Poverty for Scotland County, MO (PP5T17MO29199A156NCEN) from 1989 to 2023 about Scotland County, MO; 5 to 17 years; MO; family; percent; child; poverty; and USA.

Estimate of Related Children Age 5-17 in Families in Poverty for Scotland County, MO was 150.00000 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, MO reached a record high of 283.00000 in January of 1989 and a record low of 150.00000 in January of 2023. 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, MO - last updated from the United States Federal Reserve on March of 2025.

Hispanic Poverty Rate Statistics for 2022. This is part of a larger dataset covering poverty in Scotland Neck, North Carolina by age, education, race, gender, work experience and more.

Estimated Percent of People of All Ages in Poverty for Scotland County, NC was 28.60% in January of 2023, according to the United States Federal Reserve. Historically, Estimated Percent of People of All Ages in Poverty for Scotland County, NC reached a record high of 34.10 in January of 2013 and a record low of 17.80 in January of 2001. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimated Percent of People of All Ages in Poverty for Scotland County, NC - last updated from the United States Federal Reserve on March of 2025.

In 2020, approximately four percent of participants in the age group16 to 24 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 75 and older, it was 91 percent. Data coverage excludes Scotland.

Graph and download economic data for 90% Confidence Interval Upper Bound of Estimate of Percent of People Age 0-17 in Poverty for Scotland County, MO (PPCIUBU18MO29199A156NCEN) from 1989 to 2023 about Scotland County, MO; under 18 years; MO; percent; child; poverty; persons; and USA.

Estimate of People Age 0-17 in Poverty in Scotland County, MO was 214.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Estimate of People Age 0-17 in Poverty in Scotland County, MO reached a record high of 408.00000 in January of 1989 and a record low of 213.00000 in January of 2022. 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, MO - last updated from the United States Federal Reserve on March of 2025.

Poverty Universe, All Ages for Scotland County, NC was 30819.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Poverty Universe, All Ages for Scotland County, NC reached a record high of 35722.00000 in January of 1998 and a record low of 30819.00000 in January of 2023. Trading Economics provides the current actual value, an historical data chart and related indicators for Poverty Universe, All Ages for Scotland County, NC - last updated from the United States Federal Reserve on March of 2025.

Worked less than full-time, year-round in the past 12 months Poverty Rate Statistics for 2022. This is part of a larger dataset covering poverty in Scotland County, North Carolina by age, education, race, gender, work experience and more.

Poverty Universe, Age 5-17 related for Scotland County, MO was 967.00000 Persons in January of 2023, according to the United States Federal Reserve. Historically, Poverty Universe, Age 5-17 related for Scotland County, MO reached a record high of 1049.00000 in January of 1999 and a record low of 870.00000 in January of 2008. Trading Economics provides the current actual value, an historical data chart and related indicators for Poverty Universe, Age 5-17 related for Scotland County, MO - last updated from the United States Federal Reserve on March of 2025.

American Indian and Alaska Native Poverty Rate Statistics for 2022. This is part of a larger dataset covering poverty in Scotland County, North Carolina by age, education, race, gender, work experience and more.