{"id":"worldbank.self-employed-female.swz.annual","dataset_id":"worldbank-self-employed-female","indicator":"self-employed-female","geography":"SWZ","frequency":"annual","unit":"percent","start_period":"1991","end_period":"2025","org":"World Bank","original_indicator":"SL.EMP.SELF.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Eswatini","region":"Sub-Saharan Africa ","observations":[{"period":"1991","value":47.7936483993363,"flags":""},{"period":"1992","value":47.4670939172425,"flags":""},{"period":"1993","value":47.2055703639232,"flags":""},{"period":"1994","value":47.0178618799186,"flags":""},{"period":"1995","value":46.7460645536103,"flags":""},{"period":"1996","value":46.5381012727974,"flags":""},{"period":"1997","value":46.3083828440088,"flags":""},{"period":"1998","value":46.0862856176545,"flags":""},{"period":"1999","value":45.8822195187331,"flags":""},{"period":"2000","value":45.6839644034145,"flags":""},{"period":"2001","value":45.5136759487164,"flags":""},{"period":"2002","value":45.3042533374728,"flags":""},{"period":"2003","value":45.1544856681971,"flags":""},{"period":"2004","value":44.9794320032382,"flags":""},{"period":"2005","value":44.7349790405217,"flags":""},{"period":"2006","value":44.4870043564941,"flags":""},{"period":"2007","value":44.1864507570559,"flags":""},{"period":"2008","value":43.9358634419834,"flags":""},{"period":"2009","value":43.7034777303234,"flags":""},{"period":"2010","value":43.4440158376808,"flags":""},{"period":"2011","value":43.3122338398316,"flags":""},{"period":"2012","value":43.0800685285751,"flags":""},{"period":"2013","value":42.8478733926805,"flags":""},{"period":"2014","value":42.595963899756,"flags":""},{"period":"2015","value":42.4038811953353,"flags":""},{"period":"2016","value":42.1837775254381,"flags":""},{"period":"2017","value":41.2067321051723,"flags":""},{"period":"2018","value":40.1834040582703,"flags":""},{"period":"2019","value":39.0966912355629,"flags":""},{"period":"2020","value":38.3605779845773,"flags":""},{"period":"2021","value":36.939001968201,"flags":""},{"period":"2022","value":36.5133494136239,"flags":""},{"period":"2023","value":35.5407489762842,"flags":""},{"period":"2024","value":35.3935348937348,"flags":""},{"period":"2025","value":35.1514565561761,"flags":""}],"indicator_name":"Self-employed, female","topic":"Labor","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.EMP.SELF.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}