{"id":"worldbank.contributing-family-workers-female.mwi.annual","dataset_id":"worldbank-contributing-family-workers-female","indicator":"contributing-family-workers-female","geography":"MWI","frequency":"annual","unit":"percent","start_period":"1991","end_period":"2025","org":"World Bank","original_indicator":"SL.FAM.WORK.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-08T10:28:13+00:00","version":"1","geography_name":"Malawi","region":"Sub-Saharan Africa ","observations":[{"period":"1991","value":11.1099482802857,"flags":""},{"period":"1992","value":10.9824411304575,"flags":""},{"period":"1993","value":10.946613479652,"flags":""},{"period":"1994","value":10.5804183756319,"flags":""},{"period":"1995","value":10.4661275513405,"flags":""},{"period":"1996","value":10.3612895813592,"flags":""},{"period":"1997","value":10.2107249926879,"flags":""},{"period":"1998","value":10.1272459427804,"flags":""},{"period":"1999","value":10.0773252713325,"flags":""},{"period":"2000","value":10.0428783196015,"flags":""},{"period":"2001","value":9.98097456544795,"flags":""},{"period":"2002","value":9.90278358928644,"flags":""},{"period":"2003","value":9.78894323426485,"flags":""},{"period":"2004","value":9.66930590808887,"flags":""},{"period":"2005","value":9.51183366693759,"flags":""},{"period":"2006","value":9.33125407724496,"flags":""},{"period":"2007","value":9.12216221209712,"flags":""},{"period":"2008","value":8.95566294676135,"flags":""},{"period":"2009","value":8.76837644202456,"flags":""},{"period":"2010","value":8.58348089152845,"flags":""},{"period":"2011","value":8.41071690318067,"flags":""},{"period":"2012","value":8.24886475659497,"flags":""},{"period":"2013","value":8.10463778682095,"flags":""},{"period":"2014","value":7.97771405531448,"flags":""},{"period":"2015","value":7.85565363489137,"flags":""},{"period":"2016","value":7.74710804751039,"flags":""},{"period":"2017","value":7.65668189962913,"flags":""},{"period":"2018","value":7.56597164939915,"flags":""},{"period":"2019","value":7.50653576141258,"flags":""},{"period":"2020","value":6.78650077527193,"flags":""},{"period":"2021","value":6.40931264382668,"flags":""},{"period":"2022","value":6.34592728998377,"flags":""},{"period":"2023","value":6.27759692649358,"flags":""},{"period":"2024","value":6.20708320866088,"flags":""},{"period":"2025","value":6.12437391003444,"flags":""}],"indicator_name":"Contributing family workers, female","topic":"Labor","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.FAM.WORK.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-08T10:28:13+00:00","version":"1","license":"see source"}}