100+ datasets found
  1. Regional gross domestic product: local authorities

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Apr 17, 2025
    + more versions
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    Office for National Statistics (2025). Regional gross domestic product: local authorities [Dataset]. https://www.ons.gov.uk/economy/grossdomesticproductgdp/datasets/regionalgrossdomesticproductlocalauthorities
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Apr 17, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

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

    Description

    Annual estimates of balanced UK regional gross domestic product (GDP). Current price estimates and chained volume measures for local authority districts, London boroughs, unitary authorities and Scottish Council areas.

  2. Local Area Unemployment Statistics (LAUS)

    • catalog.data.gov
    • data.ca.gov
    • +1more
    Updated Nov 27, 2024
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    California Employment Development Department (2024). Local Area Unemployment Statistics (LAUS) [Dataset]. https://catalog.data.gov/dataset/local-area-unemployment-statistics-laus
    Explore at:
    Dataset updated
    Nov 27, 2024
    Dataset provided by
    Employment Development Departmenthttp://www.edd.ca.gov/
    Description

    The Local Area Unemployment Statistics (LAUS) program is a Federal-State cooperative effort in which monthly estimates of total employment and unemployment are prepared for approximately 7,600 areas, including counties, cities and metropolitan statistical areas. These estimates are key indicators of local economic conditions. The Bureau of Labor Statistics (BLS) of the U.S. Department of Labor is responsible for the concepts, definitions, technical procedures, validation, and publication of the estimates that State workforce agencies prepare under agreement with BLS. Estimates for counties are produced through a building-block approach known as the "Handbook method." This procedure also uses data from several sources, including the CPS, the CES program, state UI systems, and the Census Bureau's American Community Survey (ACS), to create estimates that are adjusted to the statewide measures of employment and unemployment. Estimates for cities are prepared using disaggregation techniques based on inputs from the ACS, annual population estimates, and current UI data.

  3. U

    United States Consumer Confidence Score: Future Local Economy: Negative...

    • ceicdata.com
    Updated Nov 27, 2021
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    CEICdata.com (2021). United States Consumer Confidence Score: Future Local Economy: Negative Response [Dataset]. https://www.ceicdata.com/en/united-states/consumer-confidence-survey/consumer-confidence-score-future-local-economy-negative-response
    Explore at:
    Dataset updated
    Nov 27, 2021
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Feb 1, 2022 - Jan 1, 2023
    Area covered
    United States
    Variables measured
    Consumer Survey
    Description

    United States Consumer Confidence Score: Future Local Economy: Negative Response data was reported at 27.986 Score in Jan 2023. This records a decrease from the previous number of 28.656 Score for Dec 2022. United States Consumer Confidence Score: Future Local Economy: Negative Response data is updated monthly, averaging 16.000 Score from Jan 2002 to Jan 2023, with 253 observations. The data reached an all-time high of 44.000 Score in Feb 2010 and a record low of 8.000 Score in Jan 2004. United States Consumer Confidence Score: Future Local Economy: Negative Response data remains active status in CEIC and is reported by Ipsos Group S.A.. The data is categorized under Global Database’s United States – Table US.IPSOS: Consumer Confidence Survey. [COVID-19-IMPACT]

  4. United States Consumer Confidence Score: Future Local Economy

    • ceicdata.com
    Updated Nov 27, 2021
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    CEICdata.com (2021). United States Consumer Confidence Score: Future Local Economy [Dataset]. https://www.ceicdata.com/en/united-states/consumer-confidence-survey/consumer-confidence-score-future-local-economy
    Explore at:
    Dataset updated
    Nov 27, 2021
    Dataset provided by
    CEIC Data
    License

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

    Time period covered
    Feb 1, 2022 - Jan 1, 2023
    Area covered
    United States
    Variables measured
    Consumer Survey
    Description

    United States Consumer Confidence Score: Future Local Economy data was reported at -3.000 Score in Jan 2023. This stayed constant from the previous number of -3.000 Score for Dec 2022. United States Consumer Confidence Score: Future Local Economy data is updated monthly, averaging 12.100 Score from Jan 2002 (Median) to Jan 2023, with 253 observations. The data reached an all-time high of 29.900 Score in Mar 2002 and a record low of -14.600 Score in Jul 2008. United States Consumer Confidence Score: Future Local Economy data remains active status in CEIC and is reported by Ipsos Group S.A.. The data is categorized under Global Database’s United States – Table US.IPSOS: Consumer Confidence Survey.

  5. F

    Gross Domestic Product: State and Local in the New England BEA Region

    • fred.stlouisfed.org
    json
    Updated Mar 28, 2025
    + more versions
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    (2025). Gross Domestic Product: State and Local in the New England BEA Region [Dataset]. https://fred.stlouisfed.org/series/NENGGOVSLNGSP
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Mar 28, 2025
    License

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

    Area covered
    New England
    Description

    Graph and download economic data for Gross Domestic Product: State and Local in the New England BEA Region (NENGGOVSLNGSP) from 1997 to 2024 about New England BEA Region, state & local, GSP, government, industry, GDP, and USA.

  6. Local Area Unemployment Statistics (LAUS), Annual Average

    • catalog.data.gov
    • s.cnmilf.com
    Updated Nov 27, 2024
    + more versions
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    California Employment Development Department (2024). Local Area Unemployment Statistics (LAUS), Annual Average [Dataset]. https://catalog.data.gov/dataset/local-area-unemployment-statistics-laus-annual-average
    Explore at:
    Dataset updated
    Nov 27, 2024
    Dataset provided by
    Employment Development Departmenthttp://www.edd.ca.gov/
    Description

    This dataset contains the Local Area Unemployment Statistics (LAUS), annual averages from 1990 to 2023. The Local Area Unemployment Statistics (LAUS) program is a Federal-State cooperative effort in which monthly estimates of total employment and unemployment are prepared for approximately 7,600 areas, including counties, cities and metropolitan statistical areas. These estimates are key indicators of local economic conditions. The Bureau of Labor Statistics (BLS) of the U.S. Department of Labor is responsible for the concepts, definitions, technical procedures, validation, and publication of the estimates that State workforce agencies prepare under agreement with BLS. Estimates for counties are produced through a building-block approach known as the "Handbook method." This procedure also uses data from several sources, including the CPS, the CES program, state UI systems, and the Census Bureau's American Community Survey (ACS), to create estimates that are adjusted to the statewide measures of employment and unemployment. Estimates for cities are prepared using disaggregation techniques based on inputs from the ACS, annual population estimates, and current UI data.

  7. F

    Government current expenditures: State and local: Economic affairs:...

    • fred.stlouisfed.org
    json
    Updated Dec 19, 2024
    + more versions
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    (2024). Government current expenditures: State and local: Economic affairs: Transportation: Highways [Dataset]. https://fred.stlouisfed.org/series/G160951A027NBEA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Dec 19, 2024
    License

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

    Description

    Graph and download economic data for Government current expenditures: State and local: Economic affairs: Transportation: Highways (G160951A027NBEA) from 1959 to 2023 about economic affairs, road, state & local, transportation, expenditures, government, GDP, and USA.

  8. United States Consumer Confidence Score: Current Local Economy

    • ceicdata.com
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    CEICdata.com, United States Consumer Confidence Score: Current Local Economy [Dataset]. https://www.ceicdata.com/en/united-states/consumer-confidence-survey/consumer-confidence-score-current-local-economy
    Explore at:
    Dataset provided by
    CEIC Data
    License

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

    Time period covered
    Feb 1, 2022 - Jan 1, 2023
    Area covered
    United States
    Variables measured
    Consumer Survey
    Description

    United States Consumer Confidence Score: Current Local Economy data was reported at -28.000 Score in Jan 2023. This records an increase from the previous number of -29.000 Score for Dec 2022. United States Consumer Confidence Score: Current Local Economy data is updated monthly, averaging -20.200 Score from Jan 2002 (Median) to Jan 2023, with 253 observations. The data reached an all-time high of 12.100 Score in Jul 2019 and a record low of -53.900 Score in Oct 2011. United States Consumer Confidence Score: Current Local Economy data remains active status in CEIC and is reported by Ipsos Group S.A.. The data is categorized under Global Database’s United States – Table US.IPSOS: Consumer Confidence Survey.

  9. Regional and local insights data

    • gov.uk
    Updated Oct 1, 2012
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    Department for Digital, Culture, Media & Sport (2012). Regional and local insights data [Dataset]. https://www.gov.uk/government/statistical-data-sets/regional-and-local-insights-data
    Explore at:
    Dataset updated
    Oct 1, 2012
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Digital, Culture, Media & Sport
    Description

    Regional and local insights data

    https://assets.publishing.service.gov.uk/media/5a74af8040f0b619c86599ae/CASEEconomicPerformanceData.xls">CASE economy data

     <p class="gem-c-attachment_metadata"><span class="gem-c-attachment_attribute">MS Excel Spreadsheet</span>, <span class="gem-c-attachment_attribute">6.67 MB</span></p>
    
    
    
    
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    Request an accessible format.

      If you use assistive technology (such as a screen reader) and need a version of this document in a more accessible format, please email <a href="mailto:enquiries@dcms.gov.uk" target="_blank" class="govuk-link">enquiries@dcms.gov.uk</a>. Please tell us what format you need. It will help us if you say what assistive technology you use.
    

    Data tables on gross value added, businesses, turnover, employment, volunteering, and business start-up for the CASE economy (culture, creative industries and sport).
    Note: The spreadsheet was amended on 4 May 2011. The previous version incorrectly used financial years which has now been corrected to calendar years. No other changes were made.

    https://assets.publishing.service.gov.uk/media/5a74ea5b40f0b65c0e845866/CASE_Capital_Investment_Data.xls">Capital investment data

     <p class="gem-c-attachment_metadata"><span class="gem-c-attachment_attribute">MS Excel Spreadsheet</span>, <span class="gem-c-attachment_attribute">1.83 MB</span></p>
    
    
    
    
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    <span class="govuk-details_summary-text" data-ga4

  10. d

    Replication Data for: All Economics Is Local: Spatial Aggregations of...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Nov 21, 2023
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    Williams, Laron; Fortunato, David; Swift, Clinton (2023). Replication Data for: All Economics Is Local: Spatial Aggregations of Economic Information [Dataset]. http://doi.org/10.7910/DVN/VXCUOU
    Explore at:
    Dataset updated
    Nov 21, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    Williams, Laron; Fortunato, David; Swift, Clinton
    Description

    National economic indicators play a foundational role on political economic research, particularly in regards to electoral politics. Yet scholars have failed to recognize that national economic indicators are simply aggregations of local economic information, and the manner in which they are aggregated may not be consistent with the process voters use to acquire, access and incorporate economic information. We argue that the economic similarities among localities, and the way in which the media report on these similarities, provide more theoretically satisfying means of specifying how local information aggregates into an overall portrait of the national economy. We introduce a novel estimation procedure called the spatial-X ordered logit (SLX-OL) that offers the chance to model how voters’ evaluations respond to changes in contextualized economic information. Our results support our theory that voters incorporate economic information from other localities with similarly-structured economies and in ways that are shaped by media messages. Furthermore, these two specifications offer greater explanatory power than national indicators and other geographical means of aggregating economic information. We conclude by offering a number of implications for research questions ranging from electoral accountability to spatial diffusion processes.

  11. d

    505 Economics: Monthly Sub-National GDP Dataset for France (granular, timely...

    • datarade.ai
    Updated May 12, 2021
    + more versions
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    505 Economics (2021). 505 Economics: Monthly Sub-National GDP Dataset for France (granular, timely and precise) [Dataset]. https://datarade.ai/data-products/505-economics-monthly-sub-national-gdp-dataset-for-france-granular-timely-and-precise-505-economics
    Explore at:
    .json, .xml, .csv, .xlsAvailable download formats
    Dataset updated
    May 12, 2021
    Dataset authored and provided by
    505 Economics
    Area covered
    France
    Description

    505 Economics is on a mission to make academic economics accessible. We've developed the first monthly sub-national GDP data for EU and UK regions from January 2015 onwards.

    Our GDP dataset uses luminosity as a proxy for GDP. The brighter a place, the more economic activity that place tends to have.

    We produce the data using high-resolution night time satellite imagery and Artificial Intelligence.

    This builds on our academic research at the London School of Economics, and we're producing the dataset in collaboration with the European Space Agency BIC UK.

    We have published peer-reviewed academic articles on the usage of luminosity as an accurate proxy for GDP.

    Key features:

    • Granular: Data is provided at the following geographical units:
      • NUTS3 (e.g. London Boroughs),
      • NUTS2 (e.g. London),
      • NUTS1 (e.g. England), and
      • NUTS0 (e.g. United Kingdom) levels.
    • Frequent: Data is provided every month from January 2015. This is more frequent than the annualised official datasets.
    • Timely: Data is provided with a one month lag (i.e. the data for January 2021 was published at the end of February 2021). This is substantially quicker than the 18 month lag of official datasets.
    • Accurate: Our dataset uses Deep Learning to maximise accuracy (RMSE 1.2%).

    The dataset can be used by:

    • Governments and policy makers - to monitor the performance of local economies, to measure the localised impact of policies, and to get a real-time indication of economic activity.
    • Financial services - to get an indication of national-level GDP before official GDP statistics are released
    • Engineering companies - to monitor and evaluate the localised impact of infrastructure projects
    • Consultancies - to forecast the localised impact of specific projects, to retrospectively monitor and evaluate the localised impact of existing projects
    • Economics firms - to create macro forecasts at the national and sub-national level, to assess the impact of policy interventions.
    • Academia / Think Tanks - to conduct novel research at the local level. E.g. our dataset can be used to measure the impact of localised COVID-19 lockdowns.

    We have created this dataset for all UK sub-national regions, 28 EU Countries and Switzerland.

  12. Attitudes towards casinos helping local economies in the U.S. 2019

    • statista.com
    Updated Sep 7, 2023
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    Statista (2023). Attitudes towards casinos helping local economies in the U.S. 2019 [Dataset]. https://www.statista.com/statistics/1123110/casinos-help-local-economy-attitudes/
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    Dataset updated
    Sep 7, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Sep 13, 2019 - Sep 19, 2019
    Area covered
    United States
    Description

    Casino gaming is legal in the United States under federal law, meaning the different states are able to regulate and prohibit as they see fit. According to a survey conducted in 2019, 57 percent of respondents believe that casinos help local economies.

  13. Local authority ageing statistics, older people economic activity

    • ons.gov.uk
    • cy.ons.gov.uk
    csv, csvw, txt, xls
    Updated Jun 30, 2020
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    Population Statistics Division (2020). Local authority ageing statistics, older people economic activity [Dataset]. https://www.ons.gov.uk/datasets/older-people-economic-activity
    Explore at:
    xls, csvw, csv, txtAvailable download formats
    Dataset updated
    Jun 30, 2020
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Authors
    Population Statistics Division
    License

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

    Description

    Indicators included are economic activity and employment rates for those aged 50-64 years, by country, region and local authority. Both economic activity and employment rates are displayed as percentages. These have been calculated from the ONS Annual Population Survey and have been extracted from NOMIS.

    https://www.nomisweb.co.uk/

    This dataset has been produced by the Ageing Analysis Team for inclusion in a subnational ageing tool, which will be published in July 2020. The tool will be interactive, and users will be able to compare latest and projected measures of ageing for up to four different areas through selection on a map or from a drop-down menu.

    Note on update frequency: NOMIS provide quarterly updates on both indicators. For consistency with other indicators presented in the subnational ageing tool, these will be updated on an annual basis.

  14. H

    Replication Data for: Accountability for the Local Economy at All Levels of...

    • dataverse.harvard.edu
    application/gzip +6
    Updated Apr 5, 2020
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    Harvard Dataverse (2020). Replication Data for: Accountability for the Local Economy at All Levels of Government in United States Elections [Dataset]. http://doi.org/10.7910/DVN/YDBMNI
    Explore at:
    tsv(86947), tsv(222083), csv(927), tsv(224490), tsv(222861), tsv(491871), tsv(347948), tsv(582347), tsv(225924), tsv(1062346), tsv(225610), csv(29823246), tsv(574945), tsv(13945820), tsv(1290), tsv(1120), tsv(92219), tsv(5780040), tsv(2288789), tsv(507313), tsv(221856), tsv(228696), tsv(1382778), tsv(215203), type/x-r-syntax(68690), csv(1055), tsv(4356927), tsv(225925), tsv(419557), tsv(213501), tsv(1543574), type/x-r-syntax(25120), tsv(1770637), type/x-r-syntax(21597), csv(25226), tsv(222479), tsv(5093706), tsv(327161), txt(2167), tsv(153588), tsv(2750), tsv(222113), tsv(381979), tsv(214858), tsv(266892), tsv(2344), bin(1028974), type/x-r-syntax(119357), tsv(507094), tsv(4091), bin(0), tsv(3274002), tsv(122387), tsv(6292889), bin(37579), tsv(317861), tsv(232254), csv(33285), type/x-r-syntax(67284), tsv(206936), tsv(55938104), tsv(179974), tsv(211971), application/x-rlang-transport(15626447), bin(1033210), tsv(208000), tsv(191692), tsv(5556773), tsv(561), tsv(4729), tsv(2235303), tsv(67900), tsv(975809), tsv(7602727), csv(1912911), tsv(4455595), application/gzip(58482892), tsv(204142), type/x-r-syntax(16613)Available download formats
    Dataset updated
    Apr 5, 2020
    Dataset provided by
    Harvard Dataverse
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    United States
    Description

    Replication Data for: Accountability for the Local Economy at All Levels of Government in United States Elections

  15. Employment by occupation, economic regions, three-month moving average,...

    • www150.statcan.gc.ca
    • datasets.ai
    • +3more
    Updated Jan 6, 2023
    + more versions
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    Government of Canada, Statistics Canada (2023). Employment by occupation, economic regions, three-month moving average, unadjusted for seasonality, inactive (x 1,000) [Dataset]. http://doi.org/10.25318/1410038601-eng
    Explore at:
    Dataset updated
    Jan 6, 2023
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    Number of employees by province, economic region and National Occupational Classification (NOC), last 5 months.

  16. United States Consumer Confidence Score: Current Local Economy: Positive...

    • ceicdata.com
    Updated Jan 26, 2023
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    CEICdata.com (2023). United States Consumer Confidence Score: Current Local Economy: Positive Response [Dataset]. https://www.ceicdata.com/en/united-states/consumer-confidence-survey/consumer-confidence-score-current-local-economy-positive-response
    Explore at:
    Dataset updated
    Jan 26, 2023
    Dataset provided by
    CEIC Data
    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, 2022 - Dec 1, 2022
    Area covered
    United States
    Variables measured
    Consumer Survey
    Description

    United States Consumer Confidence Score: Current Local Economy: Positive Response data was reported at 10.092 Score in Jan 2023. This records a decrease from the previous number of 10.277 Score for Dec 2022. United States Consumer Confidence Score: Current Local Economy: Positive Response data is updated monthly, averaging 13.000 Score from Jan 2002 (Median) to Jan 2023, with 253 observations. The data reached an all-time high of 31.328 Score in Jun 2019 and a record low of 2.877 Score in Mar 2010. United States Consumer Confidence Score: Current Local Economy: Positive Response data remains active status in CEIC and is reported by Ipsos Group S.A.. The data is categorized under Global Database’s United States – Table US.IPSOS: Consumer Confidence Survey.

  17. Labour force characteristics by economic region, three-month moving average,...

    • www150.statcan.gc.ca
    • open.canada.ca
    • +1more
    Updated Jun 6, 2025
    + more versions
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    Government of Canada, Statistics Canada (2025). Labour force characteristics by economic region, three-month moving average, unadjusted for seasonality [Dataset]. http://doi.org/10.25318/1410046201-eng
    Explore at:
    Dataset updated
    Jun 6, 2025
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    Number of persons in the labour force (employment and unemployment) and not in the labour force, unemployment rate, participation rate and employment rate by economic region, three-month moving average, unadjusted for seasonality. Data are also available for the standard error of the estimate and the standard error of the year-over-year change.

  18. F

    Government consumption expenditures and gross investment: State and local:...

    • fred.stlouisfed.org
    json
    Updated Dec 19, 2024
    + more versions
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    (2024). Government consumption expenditures and gross investment: State and local: Economic affairs [Dataset]. https://fred.stlouisfed.org/series/W655RG3A086NBEA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Dec 19, 2024
    License

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

    Description

    Graph and download economic data for Government consumption expenditures and gross investment: State and local: Economic affairs (W655RG3A086NBEA) from 1959 to 2023 about economic affairs, state & local, investment, gross, consumption expenditures, consumption, government, GDP, and USA.

  19. i

    Grant Giving Statistics for Local Economic Advancement and Development Inc

    • instrumentl.com
    Updated Jul 5, 2021
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    (2021). Grant Giving Statistics for Local Economic Advancement and Development Inc [Dataset]. https://www.instrumentl.com/990-report/local-economic-advancement-and-development-incorporated
    Explore at:
    Dataset updated
    Jul 5, 2021
    Description

    Financial overview and grant giving statistics of Local Economic Advancement and Development Inc

  20. F

    Government current expenditures: State and local: Economic affairs: Other...

    • fred.stlouisfed.org
    json
    Updated Dec 19, 2024
    + more versions
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    (2024). Government current expenditures: State and local: Economic affairs: Other economic affairs: Other [Dataset]. https://fred.stlouisfed.org/series/G160991A027NBEA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Dec 19, 2024
    License

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

    Description

    Graph and download economic data for Government current expenditures: State and local: Economic affairs: Other economic affairs: Other (G160991A027NBEA) from 1959 to 2023 about economic affairs, state & local, expenditures, government, GDP, and USA.

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Office for National Statistics (2025). Regional gross domestic product: local authorities [Dataset]. https://www.ons.gov.uk/economy/grossdomesticproductgdp/datasets/regionalgrossdomesticproductlocalauthorities
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Regional gross domestic product: local authorities

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19 scholarly articles cite this dataset (View in Google Scholar)
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Dataset updated
Apr 17, 2025
Dataset provided by
Office for National Statisticshttp://www.ons.gov.uk/
License

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

Description

Annual estimates of balanced UK regional gross domestic product (GDP). Current price estimates and chained volume measures for local authority districts, London boroughs, unitary authorities and Scottish Council areas.

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