{"id":"worldbank.own-account-workers-female.mwi.annual","dataset_id":"worldbank-own-account-workers-female","indicator":"own-account-workers-female","geography":"MWI","frequency":"annual","unit":"percent","start_period":"1991","end_period":"2016","org":"World Bank","original_indicator":"SL.EMP.OWAC.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T23:22:27+00:00","version":"1","geography_name":"Malawi","region":"Sub-Saharan Africa ","observations":[{"period":"1991","value":65.6330032348633,"flags":""},{"period":"1992","value":65.9960021972656,"flags":""},{"period":"1993","value":68.4580001831055,"flags":""},{"period":"1994","value":67.3580017089844,"flags":""},{"period":"1995","value":66.7490005493164,"flags":""},{"period":"1996","value":67.4690017700195,"flags":""},{"period":"1997","value":65.9100036621094,"flags":""},{"period":"1998","value":65.6439971923828,"flags":""},{"period":"1999","value":64.5169982910156,"flags":""},{"period":"2000","value":63.1650009155273,"flags":""},{"period":"2001","value":63.4249992370605,"flags":""},{"period":"2002","value":62.4300003051758,"flags":""},{"period":"2003","value":61.5270004272461,"flags":""},{"period":"2004","value":61.9480018615723,"flags":""},{"period":"2005","value":62.2309989929199,"flags":""},{"period":"2006","value":60.8819999694824,"flags":""},{"period":"2007","value":57.8600006103516,"flags":""},{"period":"2008","value":58.2639999389648,"flags":""},{"period":"2009","value":59.1440010070801,"flags":""},{"period":"2010","value":60.2779998779297,"flags":""},{"period":"2011","value":58.8959999084473,"flags":""},{"period":"2012","value":60.3790016174316,"flags":""},{"period":"2013","value":59.4440002441406,"flags":""},{"period":"2014","value":58.5839996337891,"flags":""},{"period":"2015","value":58.576000213623,"flags":""},{"period":"2016","value":57.6529998779297,"flags":""}],"indicator_name":"Own-account workers, female","topic":"Gender","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.EMP.OWAC.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T23:22:27+00:00","version":"1","license":"see source"}}