{"id":"worldbank.self-employed-workers-aged-15-64-female.mwi.annual","dataset_id":"worldbank-self-employed-workers-aged-15-64-female","indicator":"self-employed-workers-aged-15-64-female","geography":"MWI","frequency":"annual","unit":"percent","start_period":"1997","end_period":"2019","org":"World Bank","original_indicator":"JI.EMP.SELF.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Malawi","region":"Sub-Saharan Africa ","observations":[{"period":"1997","value":0.688236951828003,"flags":""},{"period":"2004","value":0.818051934242249,"flags":""},{"period":"2010","value":0.786475777626038,"flags":""},{"period":"2013","value":0.10739815980196,"flags":""},{"period":"2016","value":0.168489575386047,"flags":""},{"period":"2019","value":0.177144378423691,"flags":""}],"indicator_name":"Self-employed workers, aged 15-64, female","topic":"Labor","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"JI.EMP.SELF.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}