{"id":"worldbank.self-employed-female.mar.annual","dataset_id":"worldbank-self-employed-female","indicator":"self-employed-female","geography":"MAR","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":"Morocco","region":"Middle East, North Africa, Afghanistan & Pakistan","observations":[{"period":"1991","value":45.4371337410749,"flags":""},{"period":"1992","value":45.1606489505411,"flags":""},{"period":"1993","value":45.0638818172352,"flags":""},{"period":"1994","value":44.5306339664946,"flags":""},{"period":"1995","value":45.1199773469345,"flags":""},{"period":"1996","value":45.1056149402079,"flags":""},{"period":"1997","value":45.4671617110905,"flags":""},{"period":"1998","value":45.5942894572612,"flags":""},{"period":"1999","value":45.8726576667338,"flags":""},{"period":"2000","value":46.2656456364806,"flags":""},{"period":"2001","value":46.4203359233603,"flags":""},{"period":"2002","value":46.6206950685112,"flags":""},{"period":"2003","value":46.7013866753125,"flags":""},{"period":"2004","value":46.8100422109159,"flags":""},{"period":"2005","value":45.1114510323845,"flags":""},{"period":"2006","value":43.1837404895802,"flags":""},{"period":"2007","value":41.4338704990532,"flags":""},{"period":"2008","value":39.5247648546503,"flags":""},{"period":"2009","value":37.7990754185694,"flags":""},{"period":"2010","value":36.1247254691725,"flags":""},{"period":"2011","value":34.4127740090929,"flags":""},{"period":"2012","value":32.799500632458,"flags":""},{"period":"2013","value":31.2342262990412,"flags":""},{"period":"2014","value":29.6944456892328,"flags":""},{"period":"2015","value":29.1911227539387,"flags":""},{"period":"2016","value":28.8577123698822,"flags":""},{"period":"2017","value":28.3695838228316,"flags":""},{"period":"2018","value":27.8518379117984,"flags":""},{"period":"2019","value":27.2754903534297,"flags":""},{"period":"2020","value":27.130766637873,"flags":""},{"period":"2021","value":26.5494289581857,"flags":""},{"period":"2022","value":26.8568560046735,"flags":""},{"period":"2023","value":26.610899910572,"flags":""},{"period":"2024","value":26.313910262748,"flags":""},{"period":"2025","value":25.9070564821339,"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"}}