{"id":1107569,"name":"Labor force, female (% of total labor force)","unit":"%","createdAt":"2025-09-16T10:07:06.000Z","updatedAt":"2025-09-23T15:00:09.000Z","coverage":"","timespan":"1990-2024","datasetId":7211,"shortUnit":"%","columnOrder":0,"shortName":"sl_tlf_totl_fe_zs","catalogPath":"grapher/worldbank_wdi/2025-09-08/wdi/wdi#sl_tlf_totl_fe_zs","descriptionShort":"Share of the labor force (all working-age persons employed and unemployed) that is female.","descriptionFromProducer":"Female labor force as a percentage of the total show the extent to which women are active in the labor force. Labor force comprises people ages 15 and older who supply labor for the production of goods and services during a specified period.\n\n### Statistical concept and methodology:\nThe standard definition of unemployed persons is those individuals without work, seeking work in a recent past period, and currently available for work, including people who have lost their jobs or voluntarily left work. In addition, persons who did not look for work but have an arrangement for a future job are also counted as unemployed. Still, some unemployment is unavoidable—at any time, some workers are temporarily unemployed between jobs as employers look for the right workers and workers search for better jobs. The labor force or the economically active portion of the population serves as the base for this indicator, not the total population.\n\nEstimates are based on labor force participation rates and population data from International Labour Organization and United Nations Population Division. The labor force participation rates are part of the \"ILO modeled estimates database,\" including nationally reported observations and imputed data for countries with missing data, primarily to capture regional and global trends with consistent country coverage. Country-reported microdata is based mainly on nationally representative labor force surveys, with other sources (e.g., household surveys and population censuses) considering differences in the data source, the scope of coverage, methodology, and other country-specific factors. Country analysis requires caution where limited nationally reported data are available. A series of models are also applied to impute missing observations and make projections. However, imputed observations are not based on national data, are subject to high uncertainty, and should not be used for country comparisons or rankings. For more information: https://ilostat.ilo.org/resources/concepts-and-definitions/ilo-modelled-estimates/\n\n### Notes from original source:\nGiven the exceptional situation, including the scarcity of relevant data, the ILO modeled estimates and projections from 2020 onwards are subject to substantial uncertainty.","type":"float","dataChecksum":"3505292812513495894","metadataChecksum":"-6009353818946141660","datasetName":"World Development Indicators","updatePeriodDays":365,"datasetVersion":"2025-09-08","nonRedistributable":false,"display":{"name":"Share of the labor force that is female","unit":"%","shortUnit":"%","tolerance":5,"numDecimalPlaces":1},"schemaVersion":2,"presentation":{"attributionShort":"ILO"},"descriptionKey":["This data is part of the ILO Modelled Estimates series. This series combines nationally reported observations with imputed data to have a harmonized, internationally comparable dataset and produce regional and global aggregates. For more information, please refer to the [ILO Modelled Estimates documentation](https://ilostat.ilo.org/methods/concepts-and-definitions/ilo-modelled-estimates/).","This data is classified according to the 13th International Classification of Labour Statistics (ICLS), where employment includes anyone engaged for at least one hour per day in production of goods and services, even for own use by the household or family, volunteering, or other forms of unpaid work. For more information, please refer to the [this explainer by the International Labour Organization](https://www.ilo.org/publications/quick-guide-understanding-impact-new-statistical-standards-ilostat)."],"dimensions":{"years":{"values":[{"id":1990},{"id":1991},{"id":1992},{"id":1993},{"id":1994},{"id":1995},{"id":1996},{"id":1997},{"id":1998},{"id":1999},{"id":2000},{"id":2001},{"id":2002},{"id":2003},{"id":2004},{"id":2005},{"id":2006},{"id":2007},{"id":2008},{"id":2009},{"id":2010},{"id":2011},{"id":2012},{"id":2013},{"id":2014},{"id":2015},{"id":2016},{"id":2017},{"id":2018},{"id":2019},{"id":2020},{"id":2021},{"id":2022},{"id":2023},{"id":2024}]},"entities":{"values":[{"id":15,"name":"Afghanistan","code":"AFG"},{"id":16,"name":"Albania","code":"ALB"},{"id":17,"name":"Algeria","code":"DZA"},{"id":19,"name":"Angola","code":"AGO"},{"id":21,"name":"Argentina","code":"ARG"},{"id":22,"name":"Armenia","code":"ARM"},{"id":23,"name":"Australia","code":"AUS"},{"id":24,"name":"Austria","code":"AUT"},{"id":25,"name":"Azerbaijan","code":"AZE"},{"id":26,"name":"Bahamas","code":"BHS"},{"id":27,"name":"Bahrain","code":"BHR"},{"id":28,"name":"Bangladesh","code":"BGD"},{"id":29,"name":"Barbados","code":"BRB"},{"id":30,"name":"Belarus","code":"BLR"},{"id":4,"name":"Belgium","code":"BEL"},{"id":31,"name":"Belize","code":"BLZ"},{"id":32,"name":"Benin","code":"BEN"},{"id":33,"name":"Bhutan","code":"BTN"},{"id":34,"name":"Bolivia","code":"BOL"},{"id":35,"name":"Bosnia 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World Bank collection of development indicators, compiled from officially-recognized international sources. It presents the most current and accurate global development data available, and includes national, regional and global estimates.","producer":"World Development Indicators, World Bank, with data from ILO and United Nations Population Division","citationFull":"World Bank, World Development Indicators database. Estimates are based on data obtained from International Labour Organization and United Nations Population Division. Indicator SL.TLF.TOTL.FE.ZS (https://data.worldbank.org/indicator/SL.TLF.TOTL.FE.ZS). World Development Indicators - World Bank (2025). Accessed on 2025-09-08.","versionProducer":"122","urlMain":"https://data.worldbank.org/indicator/SL.TLF.TOTL.FE.ZS","urlDownload":"https://datacatalogfiles.worldbank.org/ddh-published/0037712/DR0095335/WDI_CSV_2025_07_02.zip","dateAccessed":"2025-09-08","datePublished":"2025-07-03","license":{"url":"https://datacatalog.worldbank.org/search/dataset/0037712/World-Development-Indicators","name":"CC BY 4.0"}}]}