73 datasets found
  1. T

    United States Initial Jobless Claims

    • tradingeconomics.com
    • pt.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jul 31, 2025
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    TRADING ECONOMICS (2025). United States Initial Jobless Claims [Dataset]. https://tradingeconomics.com/united-states/jobless-claims
    Explore at:
    csv, xml, excel, jsonAvailable download formats
    Dataset updated
    Jul 31, 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 7, 1967 - Jul 26, 2025
    Area covered
    United States
    Description

    Initial Jobless Claims in the United States increased to 218 thousand in the week ending July 26 of 2025 from 217 thousand in the previous week. This dataset provides the latest reported value for - United States Initial Jobless Claims - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  2. Data from: Local Area Unemployment Statistics

    • datasets.ai
    • data.ct.gov
    • +2more
    21
    Updated Oct 6, 2024
    + more versions
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    U.S. Department of Labor Bureau of Labor Statistics (2024). Local Area Unemployment Statistics [Dataset]. https://datasets.ai/datasets/local-area-unemployment-statistics-47d02
    Explore at:
    21Available download formats
    Dataset updated
    Oct 6, 2024
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Bureau of Labor Statisticshttp://www.bls.gov/
    Authors
    U.S. Department of Labor Bureau of Labor Statistics
    Description

    The Local Area Unemployment Statistics (LAUS) program is a federal-state cooperative effort which produces monthly estimates of produces monthly and annual employment, unemployment, and labor force data for approximately 7,000 areas including Census regions and divisions, States, counties, metropolitan areas, and many cities.

    For more information and data visit: https://www.bls.gov/lau/

  3. Continued Unemployment Claims: More than a bachelors degree

    • data.ct.gov
    application/rdfxml +5
    Updated Jun 30, 2022
    + more versions
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    Department of Labor (2022). Continued Unemployment Claims: More than a bachelors degree [Dataset]. https://data.ct.gov/Government/Continued-Unemployment-Claims-More-than-a-bachelor/tuey-ke92
    Explore at:
    xml, csv, tsv, application/rssxml, json, application/rdfxmlAvailable download formats
    Dataset updated
    Jun 30, 2022
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Authors
    Department of Labor
    Description

    Continued Claims for UI released by the CT Department of Labor. Continued Claims are total number of individuals being paid benefits in any particular week. Claims data can be access directly from CT DOL here: https://www1.ctdol.state.ct.us/lmi/claimsdata.asp

    Claims are disaggregated by age, education, industry, race/national origin, sex, and wages.

    The claim counts in this dataset may not match claim counts from other sources.

    Unemployment claims tabulated in this dataset represent only one component of the unemployed. Claims do not account for those not covered under the Unemployment system (e.g. federal workers, railroad workers or religious workers) or the unemployed self-employed.

    Claims filed for a particular week will change as time goes on and the backlog is addressed.

    For data on continued claims at the town level, see the dataset "Continued Claims for Unemployment Benefits by Town" here: https://data.ct.gov/Government/Continued-Claims-for-Unemployment-Benefits-by-Town/r83t-9bjm

    For data on initial claims see the following two datasets:

    "Initial Claims for Unemployment Benefits in Connecticut," https://data.ct.gov/Government/Initial-Claims-for-Unemployment-Benefits/j3yj-ek9y

    "Initial Claims for Unemployment Benefits by Town," https://data.ct.gov/Government/Initial-Claims-for-Unemployment-Benefits-by-Town/twvc-s7wy

  4. US Weekly Unemployment Data

    • data.amerigeoss.org
    esri rest, html
    Updated May 12, 2020
    + more versions
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    ESRI (2020). US Weekly Unemployment Data [Dataset]. https://data.amerigeoss.org/es/dataset/us-weekly-unemployment-data
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    esri rest, htmlAvailable download formats
    Dataset updated
    May 12, 2020
    Dataset provided by
    Esrihttp://esri.com/
    Description
    Unemployment Insurance Weekly Claims Data - 2020 year to date (Updated thru 04/25/2020)

    This map contain Unemployment Insurance Weekly Claims data, from the United State Department of Labor, Employment & Training Administration, starting on 01/01/2020 and updated weekly. These data are used in current economic analysis of unemployment trends in the nation, and in each state.

    Initial claims is a measure of emerging unemployment. It counts the number of new persons claiming unemployment benefits and it is released after one week.

    Continued claims is a measure of the total number of persons claiming unemployment benefits, and it is released one week later than the initial claims.

    The data is organized by state, with the following attributes (as defined by the United State Department of Labor) repeated for each week
    • Week/date when claims were filed
    • Number of initial claims
    • Week/date reflected in the data week
    • Number of continued claims
    • Total covered employment
    • Insured unemployment rate
    The latest information on unemployment insurance claims can be found here.

    TECHNICAL NOTES
    These data represent the weekly unemployment insurance (UI) claims reported by each state's unemployment insurance program offices. These claims may be used for monitoring workload volume, assessing state program operations and for assessing labor market conditions. States initially report claims directly taken by the state liable for the benefit payments, regardless of where the claimant who filed the claim resided. These are the basis for the advance initial claims and continued claims reported each week. These data come from ETA 538, Advance Weekly Initial and Continued Claims Report. The following week initial claims and continued claims are revised based on a second reporting by states that reflect the claimants by state of residence. These data come from the ETA 539, Weekly Claims and Extended Benefits Trigger Data Report.

    A. Initial Claims
    An initial claim is a claim filed by an unemployed individual after a separation from an employer. The claimant requests a determination of basic eligibility for the UI program. When an initial claim is filed with a state, certain programmatic activities take place and these result in activity counts including the count of initial claims. The count of U.S. initial claims for unemployment insurance is a leading economic indicator because it is an indication of emerging labor market conditions in the country. However, these are weekly administrative data which are difficult to seasonally adjust, making the series subject to some volatility.

    B. Continued Weeks Claimed
    A person who has already filed an initial claim and who has experienced a week of unemployment then files a continued claim to claim benefits for that week of unemployment. Continued claims are also referred to as insured unemployment. The count of U.S. continued weeks claimed is also a good indicator of labor market conditions. Continued claims reflect the current number of insured unemployed workers filing for UI benefits in the nation. While continued claims are not a leading indicator (they roughly coincide with economic cycles at their peaks and lag at cycle troughs), they provide confirming evidence of the direction of the U.S. economy

    C. Seasonal Adjustments and Annual Revisions
    Over the course of a year, the weekly changes in the levels of initial claims and continued claims undergo regularly occurring fluctuations. These fluctuations may result from seasonal changes in weather, major holidays, the opening and closing of schools, or other similar events. Because these seasonal events follow a more or less regular pattern each year, their influence on the level of a series can be tempered by adjusting for regular seasonal variation. These adjustments make trend and cycle developments easier to spot. At the beginning of each calendar year, the Bureau of Labor Statistics provides the Employment and Training Administration (ETA) with a set of seasonal factors to apply to the unadjusted data during that year. Concurrent with the implementation and release of the new seasonal factors, ETA incorporates revisions to the UI claims historical series caused by updates to the unadjusted data.
  5. Bureau of Labor Statistics Unemployment and Inflation

    • redivis.com
    • columbia.redivis.com
    application/jsonl +7
    Updated Dec 14, 2020
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    Columbia Data Platform Demo (2020). Bureau of Labor Statistics Unemployment and Inflation [Dataset]. https://redivis.com/datasets/ymdq-1a9mgdxff
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    arrow, avro, csv, parquet, spss, application/jsonl, stata, sasAvailable download formats
    Dataset updated
    Dec 14, 2020
    Dataset provided by
    Redivis Inc.
    Authors
    Columbia Data Platform Demo
    Time period covered
    Jan 1, 1939 - Dec 31, 2020
    Description

    Abstract

    This dataset includes economic statistics on inflation, prices, unemployment, and pay & benefits provided by the Bureau of Labor Statistics (BLS)

    Documentation

    Update frequency: Monthly Dataset source: U.S. Bureau of Labor Statistics Terms of use: This dataset is publicly available for anyone to use under the following terms provided by the Dataset Source - http://www.data.gov/privacy-policy#data_policy - and is provided "AS IS" without any warranty, express or implied, from Google. Google disclaims all liability for any damages, direct or indirect, resulting from the use of the dataset. See the GCP Marketplace listing for more details and sample queries: https://console.cloud.google.com/marketplace/details/bls-public-data/bureau-of-labor-statistics

  6. Regional unemployment rates used by the Employment Insurance program,...

    • www150.statcan.gc.ca
    • open.canada.ca
    • +1more
    Updated Jul 11, 2025
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    Government of Canada, Statistics Canada (2025). Regional unemployment rates used by the Employment Insurance program, three-month moving average, seasonally adjusted [Dataset]. http://doi.org/10.25318/1410035401-eng
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    Dataset updated
    Jul 11, 2025
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    Regional unemployment rates used by the Employment Insurance program, by effective date, current month.

  7. d

    Unemployment Insurance Initial Claims By Region By Month: Beginning 2003

    • catalog.data.gov
    • datadiscoverystudio.org
    • +3more
    Updated Jul 19, 2025
    + more versions
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    data.ny.gov (2025). Unemployment Insurance Initial Claims By Region By Month: Beginning 2003 [Dataset]. https://catalog.data.gov/dataset/unemployment-insurance-initial-claims-by-region-by-month-beginning-2003
    Explore at:
    Dataset updated
    Jul 19, 2025
    Dataset provided by
    data.ny.gov
    Description

    Dataset contains monthly counts, from July 2003 to present, of initial claims for regular unemployment insurance benefits. Initial Claims include new claims as well as subsequent additional claims filed. New claims are filed in person, by mail, telephone or other means to request a determination of entitlement to and eligibility for compensation which results in an agency generated document of an appealable monetary determination provided to the potential claimant. Additional claims are filed during an existing benefit year due to new unemployment when a break of one week or more has occurred in the claim series due to intervening employment. Data are provided for New York State regions. Region counts include only state residents who file a claim (excluding out-of-state residents).

  8. Current Population Survey (CPS) - Weekly and Hourly Earnings

    • s.cnmilf.com
    • catalog.data.gov
    Updated May 16, 2022
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    U.S. Department of Labor Bureau of Labor Statistics (2022). Current Population Survey (CPS) - Weekly and Hourly Earnings [Dataset]. https://s.cnmilf.com/user74170196/https/catalog.data.gov/dataset/current-population-survey-cps-weekly-and-hourly-earnings-8d283
    Explore at:
    Dataset updated
    May 16, 2022
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Bureau of Labor Statisticshttp://www.bls.gov/
    Description

    The Current Population Survey (CPS) is a monthly survey of households conducted by the Bureau of Census for the Bureau of Labor Statistics. The earnings data are collected from one-fourth of the CPS total sample of approximately 60,000 households. Data measures usual hourly and weekly earnings of wage and salary workers. All self-employed persons are excluded, regardless of whether their businesses are incorporated. Data represent earnings before taxes and other deductions and include any overtime pay, commissions, or tips usually received. Earnings data are available for all workers, by age, race, Hispanic or Latino ethnicity, sex, occupation, usual full- or part-time status, educational attainment, and other characteristics. Data are published quarterly. More information and details about the data provided can be found at http://www.bls.gov/cps/earnings.htm

  9. National Longitudinal Surveys

    • datasets.ai
    • catalog.data.gov
    21
    Updated Aug 6, 2024
    + more versions
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    U.S. Department of Labor Bureau of Labor Statistics (2024). National Longitudinal Surveys [Dataset]. https://datasets.ai/datasets/national-longitudinal-surveys-f1b0f
    Explore at:
    21Available download formats
    Dataset updated
    Aug 6, 2024
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Bureau of Labor Statisticshttp://www.bls.gov/
    Authors
    U.S. Department of Labor Bureau of Labor Statistics
    Description

    The National Longitudinal Surveys (NLS) are a set of surveys designed to gather information at multiple points in time on the labor market activities and other significant life events of several groups of men and women. For more than 4 decades, NLS data have served as an important tool for economists, sociologists, and other researchers.

    For more information and data visit: https://www.bls.gov/nls/

  10. w

    Unemployment Insurance Initial Claims Statewide By Month: Beginning 1971

    • data.wu.ac.at
    • data.ny.gov
    • +2more
    csv, json, rdf, xml
    Updated Apr 16, 2018
    + more versions
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    State of New York (2018). Unemployment Insurance Initial Claims Statewide By Month: Beginning 1971 [Dataset]. https://data.wu.ac.at/schema/data_gov/M2NhZmYzZmItMzU3Yi00YjAwLThhOTctZDQ3NzFhNjVhZmNm
    Explore at:
    xml, csv, rdf, jsonAvailable download formats
    Dataset updated
    Apr 16, 2018
    Dataset provided by
    State of New York
    Description

    Dataset contains monthly counts, from 1971 to present, of initial claims for regular unemployment insurance benefits. Initial Claims include new claims as well as subsequent additional claims filed. New claims are filed in person, by mail, telephone or other means to request a determination of entitlement to and eligibility for compensation which results in an agency generated document of an appealable monetary determination provided to the potential claimant. Additional claims are filed during an existing benefit year due to new unemployment when a break of one week or more has occurred in the claim series due to intervening employment. Data are provided for New York State. Counts include only state residents who file a claim (excluding out-of-state residents).

  11. F

    Initial Claims

    • fred.stlouisfed.org
    json
    Updated Jul 31, 2025
    + more versions
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    (2025). Initial Claims [Dataset]. https://fred.stlouisfed.org/series/ICSA
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    jsonAvailable download formats
    Dataset updated
    Jul 31, 2025
    License

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

    Description

    Graph and download economic data for Initial Claims (ICSA) from 1967-01-07 to 2025-07-26 about initial claims, headline figure, and USA.

  12. T

    Iowa UI Contribution Rate Table and Average Tax Rate

    • data.iowa.gov
    • mydata.iowa.gov
    • +1more
    application/rdfxml +5
    Updated Feb 18, 2025
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    Unemployment Insurance Statistics, Research and Analysis Bureau, Labor Market Information Division, Iowa Workforce Development (2025). Iowa UI Contribution Rate Table and Average Tax Rate [Dataset]. https://data.iowa.gov/widgets/qmkd-wa33
    Explore at:
    xml, csv, application/rssxml, tsv, json, application/rdfxmlAvailable download formats
    Dataset updated
    Feb 18, 2025
    Dataset authored and provided by
    Unemployment Insurance Statistics, Research and Analysis Bureau, Labor Market Information Division, Iowa Workforce Development
    Area covered
    Iowa
    Description

    Iowa Law requires Iowa Workforce Development to establish a tax table for each year. The unemployment insurance rate table trigger formula is primarily based on the UI trust fund balance, unemployment benefit payment history and covered wage growth. The formula is designed to enable the trust fund to keep pace with potential liabilities as covered unemployment and wages grow.

    This dataset contains the contribution rate table and the average tax rate for employers subject to the Iowa Unemployment Insurance system. There are eight rate tables each having 21 ranks. Table one has highest average tax rate. Table eight has the lowest average tax rate.

    The highest average tax rate (based on taxable wages) was 3.38% in 1984 (Table 1). The lowest average tax rate was 0.94% in 1998 (Table 8). [Time Period: 1980-2018]

  13. T

    United States Continuing Jobless Claims

    • tradingeconomics.com
    • jp.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Mar 15, 2025
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    TRADING ECONOMICS (2025). United States Continuing Jobless Claims [Dataset]. https://tradingeconomics.com/united-states/continuing-jobless-claims
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Mar 15, 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 7, 1967 - Jul 19, 2025
    Area covered
    United States
    Description

    Continuing Jobless Claims in the United States remained unchanged at 1946 thousand in the week ending July 19 of 2025 from 1946 thousand in the previous week. This dataset provides the latest reported value for - United States Continuing Jobless Claims - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  14. Department of Labor, Office of Research (Current Employment Statistics NSA...

    • data.ct.gov
    • datasets.ai
    • +3more
    application/rdfxml +5
    Updated Jul 22, 2024
    + more versions
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    Department of Labor, Office of Research (2024). Department of Labor, Office of Research (Current Employment Statistics NSA 1990 - Current) [Dataset]. https://data.ct.gov/Government/Department-of-Labor-Office-of-Research-Current-Emp/8zbs-9atu
    Explore at:
    csv, tsv, json, xml, application/rssxml, application/rdfxmlAvailable download formats
    Dataset updated
    Jul 22, 2024
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Authors
    Department of Labor, Office of Research
    License

    U.S. Government Workshttps://www.usa.gov/government-works
    License information was derived automatically

    Description

    Historical Employment Statistics 1990 - current. The Current Employment Statistics (CES) more information program provides the most current estimates of nonfarm employment, hours, and earnings data by industry (place of work) for the nation as a whole, all states, and most major metropolitan areas. The CES survey is a federal-state cooperative endeavor in which states develop state and sub-state data using concepts, definitions, and technical procedures prescribed by the Bureau of Labor Statistics (BLS). Estimates produced by the CES program include both full- and part-time jobs. Excluded are self-employment, as well as agricultural and domestic positions. In Connecticut, more than 4,000 employers are surveyed each month to determine the number of the jobs in the State. For more information please visit us at http://www1.ctdol.state.ct.us/lmi/ces/default.asp.

  15. Quarterly Census Employment and Wage (QCEW)

    • datasets.ai
    • catalog.data.gov
    0
    Updated Sep 17, 2024
    + more versions
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    U.S. Department of Labor Bureau of Labor Statistics (2024). Quarterly Census Employment and Wage (QCEW) [Dataset]. https://datasets.ai/datasets/quarterly-census-employment-and-wage-qcew-f4418
    Explore at:
    0Available download formats
    Dataset updated
    Sep 17, 2024
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Bureau of Labor Statisticshttp://www.bls.gov/
    Authors
    U.S. Department of Labor Bureau of Labor Statistics
    Description

    The Quarterly Census of Employment and Wages (QCEW) program publishes a quarterly count of employment and wages reported by employers covering 98 percent of U.S. jobs, available at the county, MSA, state and national levels by industry.

    More information and details about the data provided can be found at http://www.bls.gov/cew

  16. American Time Use Survey

    • datasets.ai
    • catalog.data.gov
    21
    Updated Sep 11, 2024
    + more versions
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    U.S. Department of Labor Bureau of Labor Statistics (2024). American Time Use Survey [Dataset]. https://datasets.ai/datasets/american-time-use-survey-66559
    Explore at:
    21Available download formats
    Dataset updated
    Sep 11, 2024
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Bureau of Labor Statisticshttp://www.bls.gov/
    Authors
    U.S. Department of Labor Bureau of Labor Statistics
    Description

    The American Time Use Survey (ATUS) provides nationally representative estimates of how, where, and with whom Americans spend their time, and is the only federal survey providing data on the full range of nonmarket activities, from childcare to volunteering.

    For more information visit https://www.bls.gov/tus/

  17. O

    Unemployment Claims by Type

    • data.ct.gov
    • catalog.data.gov
    application/rdfxml +5
    Updated Jul 31, 2025
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    Opportunity Insights (2025). Unemployment Claims by Type [Dataset]. https://data.ct.gov/Government/Unemployment-Claims-by-Type/i3d2-i4bi
    Explore at:
    csv, tsv, application/rdfxml, json, xml, application/rssxmlAvailable download formats
    Dataset updated
    Jul 31, 2025
    Dataset authored and provided by
    Opportunity Insights
    License

    U.S. Government Workshttps://www.usa.gov/government-works
    License information was derived automatically

    Description

    Weekly unemployment insurance claims counts and rates (as a share of the 2019 labor force) for Connecticut from the U.S. Department of Labor, compiled by Opportunity Insights.

    Breakdowns by claim type: Initial Claims – Regular Claims – PUA Claims – Combined Claims

    Continued Claims – Regular Claims – PUA Claims – PEUC Claims – Combined Claims

    More detailed documentation on Opportunity Insights data can be found here: https://github.com/OpportunityInsights/EconomicTracker/blob/main/docs/oi_tracker_data_documentation.pdf

  18. Kunnan osarahoittaman työmarkkinatuen saajat ja maksetut etuudet kunnittain

    • data.europa.eu
    unknown
    Updated Apr 20, 2025
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    Kela (The Social Insurance Institution of Finland) (2025). Kunnan osarahoittaman työmarkkinatuen saajat ja maksetut etuudet kunnittain [Dataset]. https://data.europa.eu/data/datasets/970f6698-39d0-4ffb-83f7-88c8c327d28b?locale=lt
    Explore at:
    unknown(45466), unknown(172286007)Available download formats
    Dataset updated
    Apr 20, 2025
    Dataset provided by
    Kelahttp://www.kela.fi/
    Authors
    Kela (The Social Insurance Institution of Finland)
    License

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

    Description

    This dataset is associated with the dynamic report titled Number of recipients of labour market subsidy partly financed by municipalities and benefit expenditure, which is part of the Kelasto statistical database. The data are aggregated at the municipality level. The municipality providing funding is the unemployed person?s home municipality as of the payment date of the labour market subsidy, and the regional classification corresponds to the situation as of the month in which the costs are invoiced. Annual data are available starting from 2006, and monthly and cumulative data from 2015.

    Starting from 2014, the municipality data are based on the situation in the month in which the costs are invoiced, i.e., the month following payment, which means that December payments in dissolved municipalities are included in the data for the successor municipality.

    The classification (TYOMARKKINATUKIPAIVA_LUOKKA) used to indicate the final cumulative total for days on labour market subsidy during unemployment can receive the following values: 'Total', '300-499', '500-999' ja '1000'. A single person may have belonged to several classes in a given month, but data on recipient totals and benefit expenditures are derived from the dataset only once per month when the value ?Total? is used to narrow down the analysis.

    The dataset only includes labour market subsidies for which municipalities have contributed funding. Labour market subsidies paid during participation in employment-promoting services or subsidies entirely funded by the state are not included. In 2006-2014 the municipalities financed 50% of the labour market subsidies paid during unemployment to recipients who had been paid labour market subsidy for at least 500 days of unemployment. At the beginning of 2015 the municipal funding was extended to cover recipients who have been paid labour market subsidy for at least 300 days of unemployment: For those who received labour market subsidy for 300 - 999 days, the municipality funding share is 50%, and for those having received it for 1,000 days or more, 70%.

    A single person may have received labour market subsidy payments from several municipalities during a given month or year. This means that recipient totals for the whole country should not be derived from this dataset but from the corresponding dataset for the whole country.

  19. National Database of Childcare Prices 2008-2022

    • datalumos.org
    delimited
    Updated Apr 16, 2025
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    Department of Labor. Women's Bureau (2025). National Database of Childcare Prices 2008-2022 [Dataset]. http://doi.org/10.3886/E226943V1
    Explore at:
    delimitedAvailable download formats
    Dataset updated
    Apr 16, 2025
    Dataset provided by
    United States Department of Laborhttp://www.dol.gov/
    Authors
    Department of Labor. Women's Bureau
    License

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

    Time period covered
    2008 - 2022
    Area covered
    United States
    Description

    The National Database of Childcare Prices (NDCP) provides childcare prices at the county level in the United States. The NDCP is a new data source, and the most comprehensive federal source of childcare prices at the county level in the United States. The NDCP was developed to fill a need for local-level childcare price data, standardized across U.S. states. Most existing sources of childcare price data provide prices at the state level, yet parents must choose childcare providers that are in close proximity to their homes or workplaces. Therefore, state averages are unlikely to be good estimates of the prices parents encounter in the market. State average prices do not reflect the substantial variation in prices from one locale to the next within a state and underestimate prices in urban areas.The NDCP provides data on the price of childcare by children's age groups and care setting (home-based or center-based) at the median and 75th percentile over an 15-year period (2008-2022, inclusive) at the county level. The data were obtained from state Lead Agencies responsible for conducting market rate surveys (MRS) according to Child Care and Development Fund regulations. A MRS is the collection and analysis of prices charged by childcare providers for services in the priced market. All state Lead Agencies must conduct a survey and develop a report on local childcare prices in their state every three years. The Women's Bureau contracted with ICF to obtain reports and data from previously conducted surveys to develop the NDCP. The NDCP standardizes and harmonizes data across years and geographies for about 200 previously-conducted MRS. The NDCP also provides county-level demographic and economic data from the American Community Survey.The accompanying User Guide (U.S. Department of Labor, Women's Bureau National Database of Childcare Prices: Final Report) provides detailed information about the data sources, data collection strategy, standardization and imputation of the data, and data limitations to inform and assist researchers who may be interested in using the data for future analyses. The following items are provided in the User Guide as appendices.Appendix A: Data Collection Protocol and Decisions Made During Data Entry Process, Including State NuancesAppendix B: List of Imputations Performed for Each State and YearAppendix C: County-Level Data DictionaryAppendix D: Methods Used for Specific Demographic Variables – CountyAppendix E: State-Level Data DictionaryAppendix F: Methods Used for Specific Demographic Variables – StateAppendix G: 2008-2018 Imputations for County-Level Childcare Prices from Statewide DataAppendix H: Price Quintile Ranges for State-Level Price DatabaseAppendix I: Summary of Additional 2008-2018 Data Added as a Result of Additional In-Between Study Imputations

  20. US Cost of Living Dataset (1877 Counties)

    • kaggle.com
    Updated Feb 17, 2024
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    asaniczka (2024). US Cost of Living Dataset (1877 Counties) [Dataset]. http://doi.org/10.34740/kaggle/ds/3832881
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Feb 17, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    asaniczka
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    United States
    Description

    The US Family Budget Dataset provides insights into the cost of living in different US counties based on the Family Budget Calculator by the Economic Policy Institute (EPI).

    This dataset offers community-specific estimates for ten family types, including one or two adults with zero to four children, in all 1877 counties and metro areas across the United States.

    Interesting Task Ideas:

    1. See how family budgets compare to the federal poverty line and the Supplemental Poverty Measure in different counties.
    2. Look into the money challenges faced by different types of families using the budgets provided.
    3. Find out which counties have the most affordable places to live, food, transportation, healthcare, childcare, and other things people need.
    4. Explore how the average income of families relates to the overall cost of living in different counties.
    5. Investigate how family size affects the estimated budget and find counties where bigger families have higher costs.
    6. Create visuals showing how the cost of living varies across different states and big cities.
    7. Check whether specific counties are affordable for families of different sizes and types.
    8. Use the dataset to compare living standards and economic security in different US counties.

    If you find this dataset valuable, don't forget to hit the upvote button! 😊💝

    Checkout my other datasets

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    Photo by Alev Takil on Unsplash

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Click to copy link
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Close
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TRADING ECONOMICS (2025). United States Initial Jobless Claims [Dataset]. https://tradingeconomics.com/united-states/jobless-claims

United States Initial Jobless Claims

United States Initial Jobless Claims - Historical Dataset (1967-01-07/2025-07-26)

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4 scholarly articles cite this dataset (View in Google Scholar)
csv, xml, excel, jsonAvailable download formats
Dataset updated
Jul 31, 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 7, 1967 - Jul 26, 2025
Area covered
United States
Description

Initial Jobless Claims in the United States increased to 218 thousand in the week ending July 26 of 2025 from 217 thousand in the previous week. This dataset provides the latest reported value for - United States Initial Jobless Claims - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

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