{"id":"worldbank.contributing-family-workers-female.wsm.annual","dataset_id":"worldbank-contributing-family-workers-female","indicator":"contributing-family-workers-female","geography":"WSM","frequency":"annual","unit":"percent","start_period":"1991","end_period":"2025","org":"World Bank","original_indicator":"SL.FAM.WORK.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-08T10:28:13+00:00","version":"1","geography_name":"Samoa","region":"East Asia & Pacific","observations":[{"period":"1991","value":19.7137280416396,"flags":""},{"period":"1992","value":19.8463063956371,"flags":""},{"period":"1993","value":19.8626104023553,"flags":""},{"period":"1994","value":19.9187581604526,"flags":""},{"period":"1995","value":19.7947284729919,"flags":""},{"period":"1996","value":19.5091434071222,"flags":""},{"period":"1997","value":19.2132842034742,"flags":""},{"period":"1998","value":18.8714374373419,"flags":""},{"period":"1999","value":18.5294678619111,"flags":""},{"period":"2000","value":18.1271764537518,"flags":""},{"period":"2001","value":17.631880733945,"flags":""},{"period":"2002","value":17.1173735648544,"flags":""},{"period":"2003","value":16.5977637884055,"flags":""},{"period":"2004","value":16.1547424842694,"flags":""},{"period":"2005","value":15.6781034402926,"flags":""},{"period":"2006","value":15.2856289351533,"flags":""},{"period":"2007","value":15.0232177000819,"flags":""},{"period":"2008","value":14.781746031746,"flags":""},{"period":"2009","value":14.6672621706119,"flags":""},{"period":"2010","value":14.4445428773919,"flags":""},{"period":"2011","value":14.1915351821738,"flags":""},{"period":"2012","value":14.1613281602454,"flags":""},{"period":"2013","value":14.1579532814238,"flags":""},{"period":"2014","value":14.1814665025497,"flags":""},{"period":"2015","value":14.1827348310632,"flags":""},{"period":"2016","value":14.0040062319163,"flags":""},{"period":"2017","value":13.8362242839855,"flags":""},{"period":"2018","value":13.7079783823395,"flags":""},{"period":"2019","value":13.4866259971844,"flags":""},{"period":"2020","value":12.7801154711811,"flags":""},{"period":"2021","value":12.3471698113208,"flags":""},{"period":"2022","value":12.6468120805369,"flags":""},{"period":"2023","value":12.6291738069273,"flags":""},{"period":"2024","value":12.3177243787225,"flags":""},{"period":"2025","value":11.9095245422373,"flags":""}],"indicator_name":"Contributing family workers, female","topic":"Labor","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.FAM.WORK.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-08T10:28:13+00:00","version":"1","license":"see source"}}