DOI: 10.5281/zenodo.14755240
title: NTEM Open Data Bundle

description: The NTEM SynthPop project required open data, as per OGL License (v1.0).

The data register:

data_register:  geography_msoa_ew:    description: MSOA boundaries, 2021.    geography: MSOA    region: England and Wales    last accessed: 10/06/2024    link: https://geoportal.statistics.gov.uk/datasets/ons::middle-layer-super-output-areas-december-2021-boundaries-ew-bsc-v2/about    notes: (BSC) Super generalised (200m) - clipped to the coastline (Mean High Water mark).    path: "MSOA_2021_EW_BSC_V2.gpkg"    source: Open Geography Portal    year: 2021  geography_iz_sc:    description: Proposed IZ boundaries, 2022.    geography: IZ    region: Scotland    last accessed: 19/08/2024    link: https://scotgov.maps.arcgis.com/home/item.html?id=90bf46cbf2254e80820a98d815c8fbcf    notes: Proposed Intermediate Zones 2022 Boundaries - for consultation    path: "Proposed_IZ_2022_Boundaries.zip"    source: "Scotland Census"    year: 2022  geography_oa_ew:    description: OA boundaries, 2021.    geography: OA    region: England and Wales    last accessed: 24/06/2024    link: https://geoportal.statistics.gov.uk/datasets/ons::output-areas-december-2021-boundaries-ew-bgc-v2/about    notes: (BGC) Generalised (20m) - clipped to the coastline (Mean High Water mark).    path: "boundaries/Output_Areas_2021_EW_BGC_V2.gpkg"    source: Open Geography Portal    year: 2021  geography_lad_2018_gb:    description: LAD boundaries, 2018.    geography: LAD    region: England, Wales and Scotland    last accessed: 19/11/2024    link: https://geoportal.statistics.gov.uk/datasets/ons::local-authority-districts-december-2018-boundaries-gb-bfc-2/about    notes: This file contains the digital vector boundaries for Local Authority Districts in Great Britain, as at December 2018.    path: "boundaries/LAD_Dec_2018_Boundaries_GB_BFC_2022_544341751432792127.gpkg"    source: Open Geography Portal    year: 2018  geography_msoa_population_weighted_centroids_ew:    description: Population-weighted centroids for MSOA boundaries.    geography: MSOA    region: England & Wales    last accessed: 31/05/2024    link: https://geoportal.statistics.gov.uk    notes: "This file contains the digital population weighted centroids for Middle layer Super Output Areas for England and Wales as at 31 December 2021. The centroids were created using Full Resolution, Extent of the Realm boundaries. Contains both Ordnance Survey and ONS Intellectual Property Rights."    path: "boundaries/Middle_Super_Output_Areas_DEC_2021_EW_PWC.gpkg"    source: Office for National Statistics    year: 2021  geography_msoa_2011_2021_ew_lookup_best_fit:    description: Lookup table between 2011 and 2021 MSOA boundaries and 2022 Local Authority Districts (best fit).    geography: MSOA    region: England & Wales    last accessed: 31/05/2024    link: https://geoportal.statistics.gov.uk    notes: "A best fit lookup file between Middle layer Super Output Areas (MSOA) as at December 2011 and MSOAs as at December 2021 in England and Wales. The lookup contains all the 2011 MSOAs (7,201) and these are point-in-polygon to the 2021 MSOA full extent boundaries (which contains 7,182 records, so 82 MSOAs are missing from the 2021 MSOAs)."    path: "boundaries/MSOA_(2011)_to_MSOA_(2021)_to_Local_Authority_District_(2022)_Best_Fit_Lookup_for_EW_(V2).csv"    source: Office for National Statistics    year: 2021  geography_msoa_2011_2021_ew_lookup_exact_fit:    description: Lookup table between 2011 and 2021 MSOA boundaries and 2022 Local Authority Districts (exact fit).    geography: MSOA    region: England & Wales    last accessed: 31/05/2024    link: https://geoportal.statistics.gov.uk    notes: >      This is an exact fit lookup file between Middle layer Super Output Areas as at December 2011 and Middle layer Super Output Areas as at December 2021 and Local Authority Districts as at December 2022 in England and Wales. This product has been provided with a change indicator field, that define the lookup between 2011 and 2021 MSOA. This field indicates which output areas / super output areas have changed between 2011 and 2021. This version 2 has had some changes to the change indicator field where splits have gone to complexes in under 10 MSOAs. There are four designated categories to describe the changes, and these are as follows:      U - No Change from 2011 to 2021. This means that direct comparisons can be made between these 2011 and 2021 MSOA.      S - Split. This means that the 2011 MSOA has been split into two or more 2021 MSOA. There will be one record for each of the 2021 MSOA that the 2011 MSOA has been split into. This means direct comparisons can be made between estimates for the single 2011 MSOA and the estimates from the aggregated 2021 MSOA.      M - Merged. 2011 MSOA have been merged with another one or more 2011 MSOA to form a single 2021 MSOA. This means direct comparisons can be made between the aggregated 2011 MSOAs’ estimates and the single 2021 MSOA’s estimates.      X - The relationship between 2011 and 2021 MSOA is irregular and fragmented. This has occurred where 2011 MSOA have been redesigned because of local authority district boundary changes, or to improve their social homogeneity. These can’t be easily mapped to equivalent 2021 MSOA like the regular splits (S) and merges (M), and therefore like for like comparisons of estimates for 2011 MSOA and 2021 MSOA are not possible.'    path: "boundaries/MSOA_(2011)_to_MSOA_(2021)_to_Local_Authority_District_(2022)_Lookup_for_England_and_Wales.gpkg"    source: Office for National Statistics    year: 2021  lookup_msoa_2021_region_ew:    description: Lookup between 2021 Middle Layer Super Output Areas (MSOA), built up areas (BUA), local authority districts (LAD) and regions (RGN) (best fit).    geography: MSOA    region: England & Wales    last accessed: 24/06/2024    link: https://geoportal.statistics.gov.uk/datasets/ons::msoa-2021-to-bua-to-lad-to-region-december-2022-best-fit-lookup-in-ew-v2/about    notes: "A best fit lookup file between Middle layer Super Output Areas (MSOA) as at December 2011 and MSOAs as at December 2021 in England and Wales. The lookup contains all the 2011 MSOAs (7,201) and these are point-in-polygon to the 2021 MSOA full extent boundaries (which contains 7,182 records, so 82 MSOAs are missing from the 2021 MSOAs)."    path: "boundaries/MSOA_(2021)_to_Built-up_Area_to_Local_Authority_District_to_Region_(December_2022)_Lookup_in_England_and_Wales_v2.csv"    source: Office for National Statistics    year: 2021  lookup_oa_2011_oa_2021_ew:    description: Lookup between 2011 Output Areas (OA11) and 2021 Output Areas (OA21).    geography: OA    region: England & Wales    last accessed: 28/08/2024    link: https://geoportal.statistics.gov.uk/datasets/ons::oa-2011-to-oa-2021-to-local-authority-district-2022-exact-fit-lookup-in-ew-v2/about    notes: "This is an exact-fit lookup file between Output Areas as at December 2011 and Output Areas as at December 2021 and Local Authority Districts as at December 2022 in England and Wales."    path: "boundaries/OA11_OA21_LAD22_EW_LU_Exact_fit_V2_7175137222568651779.csv"    source: Office for National Statistics    year: 2021  lookup_oa_2021_msoa_2021_ew:    description: Lookup between Output Areas (OA 2021) and Middle Layer Super Output Areas (MSOA 2021).    geography: OA, MSOA    region: England & Wales    last accessed: 28/08/2024    link: https://geoportal.statistics.gov.uk/datasets/ons::output-area-2021-to-lsoa-to-msoa-to-lad-december-2021-exact-fit-lookup-in-ew-v3/about    notes: "A lookup between Output Areas (OA), Lower layer Super Output Areas (LSOA), Middle layer Super Output Areas (LSOA) and Local Authority Districts (LAD) as at 31 December 2021 in England and Wales."    path: "boundaries/Output_Area_to_Lower_layer_Super_Output_Area_to_Middle_layer_Super_Output_Area_to_Local_Authority_District_(December_2021)_Lookup_in_England_and_Wales_v3.csv"    source: Office for National Statistics    year: 2021  census_households_oa_2021_ew:    description: TS041-oa - Number of Households (output areas).    geography: OA    region: England & Wales    last accessed: 07/08/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts041.zip    notes: Number of Households (oa).    path: "census_2021/census2021-ts041-oa.csv"    source: Office for National Statistics    year: 2021  ruc_oa_ew:    description: Rural / Urban classification at Output Area (OA) level.    geography: OA    region: England & Wales    last accessed: 07/08/2024    link: https://geoportal.statistics.gov.uk/datasets/53360acabd1e4567bc4b8d35081b36ff/about    notes: "This file provides a rural-urban view of 2011 Output Areas (OA) in England and Wales."    path: "ruc/RUC11_OA11_EW.csv"    source: Office for National Statistics    year: 2021  geography_ntem:    description: NTEM zoning system.    geography: NTEM    region: GB    path: "..."    year: 2021  template_populationsim:    description: Template PopulationSim set up.    geography: MSOA    region: GB    path: "template_populationsim"    source: PopulationSim repo & Arup    year: 2021  nts_persons:    description: Individuals table from the National Travel Survey for the period 2002-2022.    geography: Region    region: England, Wales & Scotland    path: "nts/individual_eul_2002-2022.tab"  nts_households:    description: Households table from the National Travel Survey for the period 2002-2022.    geography: Region    region: England, Wales & Scotland    path: "nts/household_eul_2002-2022.tab"  nts_vehicles:    description: Vehicles table from the National Travel Survey for the period 2002-2022.    geography: Region    region: England, Wales & Scotland    path: "nts/vehicle_eul_2002-2022.tab"  census_persons_2021_msoa_ew:    description: TS001 - Number of usual residents by MSOA.    geography: MSOA    region: England & Wales    last accessed: 07/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts001.zip    notes: Number of usual residents in households and communal establishments. Whether a person lives in a household or a communal establishment. People who completed the normal household questionnaire were recorded as living in a household. Those who completed an individual questionnaire were asked if they lived in a household or a communal establishment.    path: "census_2021/census2021-ts001-msoa.csv"    source: Office for National Statistics    year: 2021  census_persons_2021_oa_ew:    description: TS001 - Number of usual residents by OA.    geography: OA    region: England & Wales    last accessed: 07/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts001.zip    notes: Number of usual residents in households and communal establishments. Whether a person lives in a household or a communal establishment. People who completed the normal household questionnaire were recorded as living in a household. Those who completed an individual questionnaire were asked if they lived in a household or a communal establishment.    path: "census_2021/census2021-ts001-oa.csv"    source: Office for National Statistics    year: 2021  census_households_2021_ew:    description: TS041 - Number of Households.    geography: MSOA    region: England & Wales    last accessed: 07/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts041.zip    notes: Number of Households.    path: "census_2021/census2021-ts041-msoa.csv"    source: Office for National Statistics    year: 2021  census_household_size_2021_ew:    description: TS017 - Household size.    geography: MSOA    region: England & Wales    last accessed: 20/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts017.zip    notes: This dataset provides Census 2021 estimates that classify all households in England and Wales by household size. The estimates are as at Census Day, 21 March 2021. Household sizes of 1 to 8+.    path: "census_2021/census2021-ts017-msoa.csv"    source: Office for National Statistics    year: 2021  census_household_structure_2021_ew:    description: TS003 - Household composition.    geography: MSOA    region: England & Wales    last accessed: 20/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts003.zip    notes: This dataset provides Census 2021 estimates that classify households in England and Wales by the relationships between household members (household composition). The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts003-msoa.csv"    source: Office for National Statistics    year: 2021  census_age_2021_ew:    description: TS007A - Age by five-year age bands.    geography: MSOA    region: England & Wales    last accessed: 07/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts007a.zip    notes: This dataset provides Census 2021 estimates that classify usual residents in England and Wales by five-year age bands. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts007a-msoa.csv"    source: Office for National Statistics    year: 2021  census_sex_2021_ew:    description: TS008 - Sex.    geography: MSOA    region: England & Wales    last accessed: 07/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts008.zip    notes: This dataset provides Census 2021 estimates that classify usual residents in England and Wales by sex. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts008-msoa.csv"    source: Office for National Statistics    year: 2021  census_age_sex_2021_ew:    description: RM121 - Sex by age.    geography: MSOA    region: England & Wales    last accessed: 31/05/2024    link: https://www.nomisweb.co.uk/datasets/c2021rm121    notes: This dataset provides Census 2021 estimates that classify usual residents in England and Wales by sex, and by age. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/age_sex_2021_msoa.csv"    source: Office for National Statistics    year: 2021  census_employment_status_2021_ew:    description: TS066 - Economic activity.    geography: MSOA    region: England & Wales    last accessed: 20/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts066.zip    notes: This dataset provides Census 2021 estimates that classify usual residents aged 16 years and over in England and Wales by economic activity status. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts066-msoa.csv"    source: Office for National Statistics    year: 2021  census_car_avail_2021_ew:    description: TS045 - Car or Van availability    geography: MSOA    region: England & Wales    last accessed: 21/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts045.zip    notes: This dataset provides Census 2021 estimates on the number of cars or vans available to members of households for England and Wales. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts045-msoa.csv"    year: 2021  census_nssec_2021_ew:    description: TS062 - NS-SeC    geography: MSOA    region: England & Wales    last accessed: 21/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts062.zip    notes: This dataset provides Census 2021 estimates that classify usual residents aged 16 years and over in England and Wales by National Statistics Socio-economic Classification (NS-SeC). The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts062-msoa.csv"    year: 2021  census_social_grade_2021_ew:    description: Approximated Social Grade    geography: MSOA    region: England & Wales    last accessed: 21/06/2024    notes: Placeholder for approximated social grade when it becomes available for Census 2021.    path: "..."    year: 2021  census_social_grade_2011_ew:    description: QS613EW - Approximated social grade    geography: MSOA    region: England & Wales    last accessed: 21/06/2024    link: https://www.nomisweb.co.uk/query/construct/components/simpleapicomponent.aspx?menuopt=11280&subcomp=    notes: Approximated social grade for all usual residents ages 16 to 64 from Census 2011.    path: "census2011/approximated_social_grade_2011"    year: 2011  census_disability_2021_ew:    description: TS038 - Disability    geography: MSOA    region: England & Wales    last accessed: 21/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts038.zip    notes: This dataset provides Census 2021 estimates that classify usual residents in England and Wales by long-term health problems or disabilities. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts038-msoa.csv"    year: 2021  census_disabled_people_in_hh_2021_ew:    description: TS040 - Number of disabled people in the household    geography: MSOA    region: England & Wales    last accessed: 21/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts040.zip    notes: This dataset provides Census 2021 estimates that classify households in England and Wales by the number of disabled people in the household. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts040-msoa.csv"    year: 2021  driving_licences_2021_gb:    description: Driving licenses per age-gender and separately per gender-postcode district on March 6th 2021.    geography: Postcode district    region: England, Wales and Scotland    last accessed: 01/06/2024    link: https://www.data.gov.uk/dataset/d0be1ed2-9907-4ec4-b552-c048f6aec16a/gb-driving-licence-data    notes: "These data sets contain data on current driving licences issued by the Driver and Vehicle Licensing Agency (DVLA). The DVLA is responsible for issuing driving licences in Great Britain (GB). Driving licences issued in Northern Ireland are the responsibility of the Northern Ireland Driver & Vehicle Agency and are outside the scope of this release."    path: "dvla/driving-licence-data-mar-2021.xlsx"    source: Department for Transport    year: 2021  driving_licences_2022_gb:    description: Driving licenses per age-gender and separately per gender-postcode district on April 30th 2022, to be used mainly for Scotland.    geography: Postcode district    region: England, Wales and Scotland    last accessed: 01/06/2024    link: https://www.data.gov.uk/dataset/d0be1ed2-9907-4ec4-b552-c048f6aec16a/gb-driving-licence-data    notes: "These data sets contain data on current driving licences issued by the Driver and Vehicle Licensing Agency (DVLA). The DVLA is responsible for issuing driving licences in Great Britain (GB). Driving licences issued in Northern Ireland are the responsibility of the Northern Ireland Driver & Vehicle Agency and are outside the scope of this release."    path: "dvla/driving-licence-data-apr-2022.xlsx"    source: Department for Transport    year: 2022  census_persons_age_sex_oa_2022_sc:    description: Table UV102b - population by age and sex (oa 2022).    geography: OA    region: Scotland    last accessed: 14/08/2024    link: https://www.scotlandscensus.gov.uk/media/zz85h09asdjfd98asfhi/Census-2022-Output-Area-v1.zip    notes: Population by age and sex for Scotland per Output Area (OA) zones for Census 2022.    path: "scottish_census_2022/UV102b - Age (20) by sex.csv"    source: Scotland's Census    year: 2022  census_persons_age_sex_oa_2011_sc:    description: Table LC1117SC (population by age and sex), output area 2011.    geography: OA    region: Scotland    last accessed: 21/08/2024    link: https://www.scotlandscensus.gov.uk/documents/2011-census-table-data-output-area-2011/    notes: Population by age and sex for Scotland per Output Area (OA) zones for Census 2011.    path: "scottish_census_2011/LC1117SC.csv"    source: Scotland's Census    year: 2011  census_households_2022_sc:    description: Household totals by OA (Scotland 2022)    geography: OA    region: Scotland    last accessed: 21/08/2024    link: https://www.scotlandscensus.gov.uk/media/zz85h09asdjfd98asfhi/Census-2022-Output-Area-v1.zip    notes: Table UV116 - Household type    path: "scottish_census_2022/UV116 - Household type.csv"    source: Scotland's Census    year: 2022  census_households_2011_sc:    description: Household totals by OA (Scotland 2011)    geography: OA    region: Scotland    last accessed: 21/08/2024    link: https://www.scotlandscensus.gov.uk/documents/2011-census-table-data-output-area-2011/    notes: Table KS105SC - Household composition    path: "scottish_census_2011/KS105SC.csv"    source: "Scotland's Census"    year: 2011  census_household_size_2022_sc:    description: Household size totals by OA (Scotland 2022)    geography: OA    region: Scotland    last accessed: 11/09/2024    link: https://nrscensusprodumb.blob.core.windows.net/media/zz85kfinmf97whklasd98gfjklafj2klaoigjg9_Topic2F_202400911_905/Census-2022-Output-Area-v1.zip    notes: Table UV406 - Household size    path: "scottish_census_2022/UV406 - Household size.csv"    source: "Scotland's Census"    year: 2022  census_household_size_2011_sc:    description: Household size totals by OA (Scotland 2011)    geography: OA    region: Scotland    last accessed: 21/08/2024    link: https://www.scotlandscensus.gov.uk/documents/2011-census-table-data-output-area-2011/    notes: Table QS406SC - Household size    path: "scottish_census_2011/QS406SC.csv"    source: "Scotland's Census"    year: 2011  lookup_oa_2011_iz_2011_sc:    description: Lookup between Output Areas (OA 2011) and Intermediate Zones (IZ 2011).    geography: OA, IZ    region: Scotland    last accessed: 21/08/2024    link: https://www.nrscotland.gov.uk/files//geography/2011-census/OA_DZ_IZ_2011.xlsx    notes: OA to DZ to IZ 2011 lookup.    path: "boundaries/OA_DZ_IZ_2011.csv"    source: Scotland's Census    year: 2011  lookup_oa_2022_iz_2011_sc:    description: Lookup between Output Areas (OA 2022) and Intermediate Zones (IZ 2011). Table OA_TO_HIGHER_AREAS.csv    geography: OA, IZ    region: Scotland    last accessed: 21/08/2024    link: https://www.nrscotland.gov.uk/files//geography/2022-census/Census_2022_Index.zip    notes: OA 2022 to IZ 2011 (and various other lookups).    path: "boundaries/OA_TO_HIGHER_AREAS.csv"    source: Scotland's Census    year: 2011  lookup_oa_2022_iz_2022_sc:    description: Lookup between Output Areas (OA 2022) and Intermediate Zones (IZ 2022). Note these are proposed boundaries at time of inclusion (subject to ongoing consultation).    geography: OA, IZ    region: Scotland    last accessed: 21/08/2024    link: https://scotgov.maps.arcgis.com/home/item.html?id=90bf46cbf2254e80820a98d815c8fbcf    notes: Note these are proposed boundaries at time of inclusion (subject to ongoing consultation).    path: "boundaries/OA_DZ_IZ_LA_Lookups.csv"    source: Scotland's Census    year: 2022  census_household_structure_2011_sc:    description: Table QS113SC - Household composition - Households    geography: OA    region: Scotland    last accessed: 21/08/2024    link: https://www.scotlandscensus.gov.uk/documents/2011-census-table-data-output-area-2011/    notes: Household composition for Scotland per Output Area for Census 2011.    path: "scottish_census_2011/QS113SC.csv"    source: Scotland's Census    year: 2011  census_household_structure_2022_sc:    description: Table UV113 - Household composition - Households    geography: OA    region: Scotland    last accessed: 21/08/2024    link: https://www.scotlandscensus.gov.uk/media/zz85h09asdjfd98asfhi/Census-2022-Output-Area-v1.zip    notes: Household composition for Scotland per Output Area for Census 2022.    path: "scottish_census_2022/UV113 - Household composition - Households.csv"    source: Scotland's Census    year: 2022  census_nssec_2011_oa_sc:    description: Table KS611SC - National Statistics Socio-economic Classification (NS-SeC) All people aged 16 to 74.    geography: OA    region: Scotland    last accessed: 24/06/2024    link: https://www.scotlandscensus.gov.uk/search-the-census#/topics/location/OA?title=Output%20Area%202011    notes: National Statistics Socio-economic Classification (NS-SeC) for Scotland per Output Area for Census 2011.    path: "scottish_census_2011/nssec_2011_oa_sc.csv"    source: Scotland's Census    year: 2011  census_employment_status_2011_sc:    description: Table QS601SC - Economic activity All people aged 16 to 74.    geography: OA    region: Scotland    last accessed: 14/08/2024    link: https://www.scotlandscensus.gov.uk/documents/2011-census-table-data-output-area-2011/    notes: Economic activity for Scotland per Output Area for Census 2011.    path: "scottish_census_2011/QS601SC.csv"    source: Scotland's Census    year: 2011  census_employment_status_2022_sc:    description: Table UV601 - Economic activity    geography: OA    region: Scotland    last accessed: 14/08/2024    link: https://nrscensusprodumb.blob.core.windows.net/media/zz85kfinmf97whklasd98gfjklafj2klaoigjg9_Topic2F_202400911_905/Census-2022-Output-Area-v1.zip    notes: Economic activity for Scotland per Output Area for Census 2022.    path: "scottish_census_2022/UV601 - Economic activity.csv"    source: Scotland's Census    year: 2022  lookup_pcd_msoa_2021_ew:    description: Lookup table between 2021 6-digit Postcodes and Middle Layer Super Output Areas (MSOA), LSOA, OA and other Census geographies (best fit).    geography: Postcodes    region: England & Wales    last accessed: 02/08/2024    link: https://www.arcgis.com/sharing/rest/content/items/ea2f70bb71a54d818232e987cc1d28b9/data    notes: "A best-fit lookup between postcodes, 2021 Census Output Areas (OA), LSOAs, MSOAs, LTLAs, UTLAs, regions (RGN), countries (CTRY) and nationalities (NAT) as at May 2023 in England and Wales. Postcodes are best-fitted by plotting the location of the postcode's mean address into the areas of the output geographies."    path: "boundaries/pcd_oa_lsoa_msoa_ltla_utla_rgn_ctry_ew_may_2021_lu_v2.csv"    source: Office for National Statistics    year: 2021  lookup_pcd_msoa_2021_nov22_ew:    description: Lookup table between 2021 6-digit Postcodes and Middle Layer Super Output Areas (MSOA), LSOA, OA and other Census geographies (best fit).    geography: Postcodes    region: England & Wales    last accessed: 05/08/2024    link: https://www.arcgis.com/sharing/rest/content/items/bcfc75627db44bb4b0261f8578361954/data    notes: "A best-fit lookup between postcodes, 2021 Census Output Areas (OA), LSOAs, MSOAs, LTLAs, UTLAs, regions (RGN), countries (CTRY) and nationalities (NAT) at November 2022 in England and Wales."    path: "boundaries/PCD_OA21_LSOA21_MSOA21_LAD_NOV22_UK_LU.csv"    source: Office for National Statistics    year: 2021  lookup_pcd_pcddist_2021_ew:    description: Lookup table between 2021 6-digit Postcodes and 3-digit Postcode districts.    geography: Postcodes    region: England & Wales    last accessed: 02/08/2024    link: https://www.arcgis.com/sharing/rest/content/items/3b911871ef6044f4ad6c838a56c04475/data    notes: "A lookup between postcodes and postcode sectors, postcode districts, postcode areas and 2021 Census Output Areas as at August 2022 in England and Wales."    path: "boundaries/pcd_pcds_pcdd_pcda_oa21_aug_22__ew_lu.csv"    source: Office for National Statistics    year: 2021  lookup_pcd_pcddist_2021_mar21_ew:    description: Lookup table between 2021 6-digit Postcodes and 3-digit Postcode districts.    geography: Postcodes    region: England & Wales    last accessed: 02/08/2024    link: https://www.arcgis.com/sharing/rest/content/items/1389620748e044bc9c622dd19185864f/data    notes: "A lookup between postcodes and postcode sectors, postcode districts, postcode areas and 2021 Census Output Areas as at March 2021 in England and Wales."    path: "boundaries/pcd_pcdsect_pcddist_pcdarea_mar_21_ew_lu.csv"    source: Office for National Statistics    year: 2021  pcd_pop_2021_ew:    description: Number of usual residents by postcode and sex in England and Wales at Census 2021.    geography: Postcodes    region: England & Wales    last accessed: 02/08/2024    link: https://www.nomisweb.co.uk/output/census/2021/pcd_p001.csv    notes: "This dataset provides Census 2021 estimates that classify all usual residents in England and Wales by postcode, and by sex. The estimates are as at Census Day, 21 March 2021. This dataset includes postcodes as at May 2021, with a population of at least one usual resident."    path: "boundaries/pcd_p001.csv"    source: Office for National Statistics    year: 2021  pcd_pop_2022_sc:    description: Number of usual residents by postcode in Scotland at Census 2022.    geography: Postcode    region: Scotland    last accessed: 03/10/2024    link: https://www.nrscotland.gov.uk/files//geography/2022-census/Census_2022_Index.zip    notes: "This dataset provides Census 2022 estimates that classify all usual residents in Scotland by postcode"    path: "scottish_census_2022/Postcode_To_OA.csv"    source: National Records of Scotland  pcd_pop_2011_sc:    description: Number of usual residents by postcode in Scotland at Census 2011.    geography: Postcode    region: Scotland    last accessed: 03/10/2024    link: https://www.nrscotland.gov.uk/files//geography/2011-census-indexes-csv.zip    notes: "This dataset provides Census 2011 estimates that classify all usual residents in Scotland by postcode"    path: "scottish_census_2011/POSTCODE_TO_OA.csv"    source: National Records of Scotland  lookup_pcd_oa_2022_sc:    description: Lookup between post code and 2022 output areas (Scotland)    geography: Postcode    region: Scotland    last accessed: 03/10/2024    link: https://www.nrscotland.gov.uk/files//geography/2022-census/Census_2022_Index.zip    notes: "This dataset provides Census 2022 estimates that classify all usual residents in Scotland by postcode"    path: "scottish_census_2022/Postcode_To_OA.csv"    source: National Records of Scotland  lookup_pcd_pcddist_2022_sc:    description: Lookup between post code and 2022 output areas (Scotland)    geography: Postcode    region: Scotland    last accessed: 03/10/2024    link: https://www.nrscotland.gov.uk/files//geography/2022-census/Census_2022_Index.zip    notes: "This dataset provides Census 2022 estimates that classify all usual residents in Scotland by postcode"    path: "scottish_census_2022/Postcode_To_OA.csv"    source: National Records of Scotland  lookup_pcd_oa_2011_sc:    description: Lookup between post code and 2011 output areas (Scotland)    geography: Postcode    region: Scotland    last accessed: 03/10/2024    link: https://www.nrscotland.gov.uk/files//geography/2011-census-indexes-csv.zip    notes: "This dataset provides Census 2011 estimates that classify all usual residents in Scotland by postcode"    path: "scottish_census_2011/POSTCODE_TO_OA.csv"    source: National Records of Scotland  lookup_pcd_pcddist_2011_sc:    description: Lookup between post code and 2011 output areas (Scotland)    geography: Postcode    region: Scotland    last accessed: 03/10/2024    link: https://www.nrscotland.gov.uk/files//geography/2011-census-indexes-csv.zip    notes: "This dataset provides Census 2011 estimates that classify all usual residents in Scotland by postcode"    path: "scottish_census_2011/POSTCODE_TO_OA.csv"    source: National Records of Scotland  pcddist_pop_2021_ew:    description: Number of usual residents by postcode district in England and Wales at Census 2021.    geography: Postcodes    region: England & Wales    last accessed: 02/08/2024    link: https://www.nomisweb.co.uk/output/census/2021/pcdd_p004.csv    notes: "This dataset provides Census 2021 estimates that classify all usual residents in England and Wales by postcode districts. The estimates are as at Census Day, 21 March 2021. This dataset includes postcode districts as at May 2021, with a population of at least one usual resident."    path: "boundaries/pcdd_p004.csv"    source: Office for National Statistics    year: 2021  ruc_oa_2011_ew:    description: Rural-Urban classification of Output areas for England & Wales at Census 2011.    geography: OA    region: England & Wales    last accessed: 06/08/2024    link: https://www.arcgis.com/sharing/rest/content/items/53360acabd1e4567bc4b8d35081b36ff/data    notes: "This file provides a rural-urban view of 2011 Output Areas (OA) in England and Wales. The 2011 rural-urban classification (RUC) of OAs was released in August 2013."    path: "boundaries/RUC11_OA11_EW.csv"    source: Office for National Statistics    year: 2011  households_projections_lad_eng:    description: Number of households projections per LAD for England from 2001 to 2043.    geography: LAD    region: England    last accessed: 17/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/householdprojectionsforenglanddetaileddataformodellingandanalysis/2018basedprincipalprojection/hhp18principal.zip    notes: "Detailed disaggregated household projections for England, by region and local authority. The 2018-based projections are the most recent available."    path: "forecasts/ew/Stage 1 projected households - Principal.xlsx"    source: Office for National Statistics    year: 2018  household_type_projections_lad_eng:    description: Number of household type projections per LAD for England from 2001 to 2043.    geography: LAD    region: England    last accessed: 17/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/householdprojectionsforenglanddetaileddataformodellingandanalysis/2018basedprincipalprojection/hhp18principal.zip    notes: "Detailed disaggregated household projections for England, by region and local authority. The 2018-based projections are the most recent available."    path: "forecasts/ew/Stage 2 projected households - Principal.xlsx"    source: Office for National Statistics    year: 2018  persons_projections_lad_eng:    description: Population projections local authorities SNPP Z1 for England.    geography: LAD    region: England    last accessed: 16/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/localauthoritiesinenglandz1/2018based/2018snpppopulation.zip    notes: Population figures over a 25-year period, by single year of age and sex for local authorities in England. 2018-based estimates are the latest principal projection.    path: "forecasts/ew/2018 SNPP Population persons.csv"    source: Office for National Statistics    year: 2018  age_projections_lad_eng:    description: Population projections local authorities SNPP Z1 for England.    geography: LAD    region: England    last accessed: 16/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/localauthoritiesinenglandz1/2018based/2018snpppopulation.zip    notes: Population figures over a 25-year period, by single year of age and sex for local authorities in England. 2018-based estimates are the latest principal projection.    path: "forecasts/ew/2018 SNPP Population persons.csv"    source: Office for National Statistics    year: 2018  persons_males_projections_lad_eng:    description: Population projections local authorities SNPP Z1 for England.    geography: LAD    region: England    last accessed: 16/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/localauthoritiesinenglandz1/2018based/2018snpppopulation.zip    notes: Population figures over a 25-year period, by single year of age and sex for local authorities in England. 2018-based estimates are the latest principal projection.    path: "forecasts/ew/2018 SNPP Population males.csv"    source: Office for National Statistics    year: 2018  persons_females_projections_lad_eng:    description: Population projections local authorities SNPP Z1 for England.    geography: LAD    region: England    last accessed: 16/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/localauthoritiesinenglandz1/2018based/2018snpppopulation.zip    notes: Population figures over a 25-year period, by single year of age and sex for local authorities in England. 2018-based estimates are the latest principal projection.    path: "forecasts/ew/2018 SNPP Population females.csv"    source: Office for National Statistics    year: 2018  household_size_projections_rgn_gb:    description: Household size projections by Region for GB.    geography: RGN    region: England, Wales, Scotland    last accessed: 31/10/2024    link: https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/families/datasets/householdsbyhouseholdsizeregionsofenglandandgbconstituentcountries    notes: Labour Force Survey (LFS) estimates including measures of uncertainty of the number of households by household size, for England, Scotland and Wales, as well as the regions of England.    path: "forecasts/householdsizebyregionscountries2023.xlsx"    source: Office for National Statistics    year: 2024  household_size_projections_lad_eng:    description: Number of household type projections per LAD for England from 2001 to 2043.    geography: LAD    region: England    last accessed: 17/10/2024    link: https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationprojections/datasets/householdprojectionsforenglanddetaileddataformodellingandanalysis/2018basedprincipalprojection/hhp18principal.zip    notes: "Detailed disaggregated household projections for England, by region and local authority. The 2018-based projections are the most recent available."    path: "forecasts/ew/Stage 2 projected households - Principal.xlsx"    source: Office for National Statistics    year: 2018  households_projections_lad_sc:    description: Household projections per local authority for Scotland    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/files//statistics/household-projections/18/2018-house-proj-detailed-coun-princ.zip    notes: Household projections up to 2043. 2018-based estimates are the latest principal projection.    path: "forecasts/scotland/2018-house-proj-detailed-coun-princ"    source: Office for National Statistics    year: 2018  household_type_projections_lad_sc:    description: Household type projections per local authority for Scotland    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/files//statistics/household-projections/18/2018-house-proj-detailed-coun-princ.zip    notes: Household projections up to 2043. 2018-based estimates are the latest principal projection.    path: "forecasts/scotland/2018-house-proj-detailed-coun-princ"    source: Office for National Statistics  household_size_projections_lad_sc:    description: Household type projections per local authority for Scotland    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/files//statistics/household-projections/18/2018-house-proj-detailed-coun-princ.zip    notes: Household projections up to 2043. 2018-based estimates are the latest principal projection.    path: "forecasts/scotland/2018-house-proj-detailed-coun-princ"    source: Office for National Statistics  age_projections_lad_sc:    description: Population by age projections per local authority for Scotland.    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/population/population-projections/sub-national-population-projections/2018-based/detailed-datasets    notes: 2018-based population projections by single year of age and sex for councils.    path: "forecasts/scotland/pop-proj-principal-2018-council-area.xlsx"    source: National Records of Scotland    year: 2018  persons_projections_lad_sc:    description: Population projections per local authority for Scotland.    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/population/population-projections/sub-national-population-projections/2018-based/detailed-datasets    notes: 2018-based population projections by single year of age and sex for councils.    path: "forecasts/scotland/pop-proj-principal-2018-council-area.xlsx"    source: National Records of Scotland    year: 2018  persons_males_projections_lad_sc:    description: Male population projections per local authority for Scotland.    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/population/population-projections/sub-national-population-projections/2018-based/detailed-datasets    notes: 2018-based population projections by single year of age and sex for councils.    path: "forecasts/scotland/pop-proj-principal-2018-council-area.xlsx"    source: National Records of Scotland    year: 2018  persons_females_projections_lad_sc:    description: Female population projections per local authority for Scotland.    geography: LAD    region: Scotland    last accessed: 16/10/2024    link: https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/population/population-projections/sub-national-population-projections/2018-based/detailed-datasets    notes: 2018-based population projections by single year of age and sex for councils.    path: "forecasts/scotland/pop-proj-principal-2018-council-area.xlsx"    source: National Records of Scotland    year: 2018  households_projections_lad_wales:    description: Household projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QTz7    notes: Household projections by local authority, household type and year up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/households/export.csv"    source: Office for National Statistics    year: 2018  household_type_projections_lad_wales:    description: Household type projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QTz7    notes: Household projections by local authority, household type and year up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/households/export.csv"    source: Office for National Statistics    year: 2018  household_size_projections_lad_wales:    description: Household size projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QTz7    notes: Household projections by local authority, household type and year up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/households/export.csv"    source: Office for National Statistics    year: 2018  persons_projections_lad_wales:    description: Persons projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QWVN    notes: Persons projections by local authority up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/persons/export.csv"    source: Office for National Statistics    year: 2018  persons_males_projections_lad_wales:    description: Males projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QWVV    notes: Males projections by local authority up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/persons/males/export.csv"    source: Office for National Statistics    year: 2018  persons_females_projections_lad_wales:    description: Females projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QWVV    notes: Females projections by local authorit up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/persons/females/export.csv"    source: Office for National Statistics    year: 2018  persons_age_projections_lad_wales:    description: Age projections per local authority for Wales    geography: LAD    region: Wales    last accessed: 13/11/2024    link: https://statswales.gov.wales/v/QWVV    notes: Age projections by local authority up to 2043. 2018-based principal projection.    path: "forecasts/ew/wales/persons/age"    source: Office for National Statistics    year: 2018  persons_employment_status_projections_region_eng:    description: Labour market and skills projections, 2020 to 2035    geography: Region    region: England & Wales    last accessed: 11/11/2024    link: https://assets.publishing.service.gov.uk/media/669536100808eaf43b50cfbd/Regions.zip    notes: Projections of the types of jobs in the UK labour market, and the skills workers will need, up to 2035.    path: "forecasts/employment_forecasts/Regions"    source: UK GOV    year: 2020  census_employment_status_2021_ew_region_se:    description: TS066 - Economic activity. (regional subset used for employment status forecasting / self-employed splits)    geography: MSOA    region: England & Wales    last accessed: 20/06/2024    link: https://www.nomisweb.co.uk/output/census/2021/census2021-ts066.zip    notes: This dataset provides Census 2021 estimates that classify usual residents aged 16 years and over in England and Wales by economic activity status. The estimates are as at Census Day, 21 March 2021.    path: "census_2021/census2021-ts066-msoa.csv"    source: Office for National Statistics    year: 2021  persons_employment_status_unemployed_inactive_projections_region:    description: Employment rates by UK country/English region and quarter (seasonally adjusted)    geography: region    region: England, Wales & Scotland    last accessed: 04/12/2024    link: https://statswales.gov.wales/Download/File?fileName=ECON0030.zip    notes: Labour Force Survey, Summary of economic activity    path: "forecasts/ew/ECON0030.csv"    source: Office for National Statistics / Stats Wales    year: 2021  persons_employment_status_projections_region_sc_wales:    description: Labour market and skills projections, 2020 to 2035, Scotland & Wales    geography: Region    region: Scotland, Wales    last accessed: 29/11/2024    link: https://assets.publishing.service.gov.uk/media/66993728a3c2a28abb50d27d/Nations.zip    notes: Projections of the types of jobs in the UK labour market, and the skills workers will need, up to 2035.    path: "forecasts/employment_forecasts/Nations"    source: UK GOV    year: 2020  census_employment_status_2022_sc_region_se:    description: UV601 - Economic activity (self-employed subset used for employment status forecasting / self-employed splits)    geography: OA    region: Scotland    last accessed: 14/08/2024    link: https://nrscensusprodumb.blob.core.windows.net/media/zz85kfinmf97whklasd98gfjklafj2klaoigjg9_Topic2F_202400911_905/Census-2022-Output-Area-v1.zip    notes: Economic activity for Scotland per Output Area for Census 2022.    path: "scottish_census_2022/UV601 - Economic activity.csv"    source: Scotland's Census    year: 2022  census_employment_status_2011_sc_region_se:    description: Table QS601SC - Economic activity All people aged 16 to 74 ((self-employed subset used for employment status forecasting / self-employed splits))    geography: OA    region: Scotland    last accessed: 14/08/2024    link: https://www.scotlandscensus.gov.uk/documents/2011-census-table-data-output-area-2011/    notes: Economic activity for Scotland per Output Area for Census 2011.    path: "scottish_census_2011/QS601SC.csv"    source: Scotland's Census    year: 2011  student_enrolment_hesa_gb:    description: Enrolment of students per sex and region in GB from 2015 to 2023.    geography: Region    region: England, Wales and Scotland    last accessed: 15/12/2024    link: https://www.hesa.ac.uk/data-and-analysis/students/table-1.zip    notes: HE student enrolments by HE provider, permanent address, level of study, mode of study, entrant marker, sex and academic year.    path: "forecasts/students_hesa"    source: HESA    year: 2023