{"id":"worldbank.self-employed-female.bhr.annual","dataset_id":"worldbank-self-employed-female","indicator":"self-employed-female","geography":"BHR","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":"Bahrain","region":"Middle East, North Africa, Afghanistan & Pakistan","observations":[{"period":"1991","value":1.10729708780866,"flags":""},{"period":"1992","value":1.17029335701784,"flags":""},{"period":"1993","value":1.2255264585491,"flags":""},{"period":"1994","value":1.28935461940596,"flags":""},{"period":"1995","value":1.35649002646267,"flags":""},{"period":"1996","value":1.44056861210416,"flags":""},{"period":"1997","value":1.53088791499069,"flags":""},{"period":"1998","value":1.65242273218245,"flags":""},{"period":"1999","value":1.74817636278702,"flags":""},{"period":"2000","value":1.8271066266703,"flags":""},{"period":"2001","value":1.92898410020531,"flags":""},{"period":"2002","value":2.23547161052601,"flags":""},{"period":"2003","value":1.99660655802391,"flags":""},{"period":"2004","value":1.39564339399443,"flags":""},{"period":"2005","value":1.99798903700821,"flags":""},{"period":"2006","value":2.24083584551784,"flags":""},{"period":"2007","value":2.42281897175313,"flags":""},{"period":"2008","value":2.73629208819292,"flags":""},{"period":"2009","value":3.09422510487638,"flags":""},{"period":"2010","value":3.23984117597364,"flags":""},{"period":"2011","value":3.22524088860317,"flags":""},{"period":"2012","value":3.20807928487019,"flags":""},{"period":"2013","value":3.17144934057946,"flags":""},{"period":"2014","value":3.14101730193834,"flags":""},{"period":"2015","value":3.09229630827203,"flags":""},{"period":"2016","value":3.07850365625189,"flags":""},{"period":"2017","value":3.07388556869839,"flags":""},{"period":"2018","value":3.053009587964,"flags":""},{"period":"2019","value":3.02578625726636,"flags":""},{"period":"2020","value":3.10962079609268,"flags":""},{"period":"2021","value":3.23707927165716,"flags":""},{"period":"2022","value":3.31671509748928,"flags":""},{"period":"2023","value":3.29557157569516,"flags":""},{"period":"2024","value":3.24293139403178,"flags":""},{"period":"2025","value":3.18289099256826,"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"}}