{"id":"worldbank.contributing-family-workers-male.bwa.annual","dataset_id":"worldbank-contributing-family-workers-male","indicator":"contributing-family-workers-male","geography":"BWA","frequency":"annual","unit":"percent","start_period":"1991","end_period":"2025","org":"World Bank","original_indicator":"SL.FAM.WORK.MA.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-08T10:28:13+00:00","version":"1","geography_name":"Botswana","region":"Sub-Saharan Africa ","observations":[{"period":"1991","value":1.39308305061576,"flags":""},{"period":"1992","value":1.17062405628287,"flags":""},{"period":"1993","value":1.00975767473865,"flags":""},{"period":"1994","value":0.889756583866412,"flags":""},{"period":"1995","value":0.806815617242158,"flags":""},{"period":"1996","value":0.744388680590653,"flags":""},{"period":"1997","value":0.871008823796962,"flags":""},{"period":"1998","value":1.01157292414123,"flags":""},{"period":"1999","value":1.14819399760926,"flags":""},{"period":"2000","value":1.28350060659535,"flags":""},{"period":"2001","value":1.43054165877931,"flags":""},{"period":"2002","value":1.55238046465578,"flags":""},{"period":"2003","value":1.65070399193465,"flags":""},{"period":"2004","value":1.72137644338763,"flags":""},{"period":"2005","value":1.76640683932613,"flags":""},{"period":"2006","value":1.81593772898173,"flags":""},{"period":"2007","value":2.70129544956624,"flags":""},{"period":"2008","value":3.74113710024031,"flags":""},{"period":"2009","value":5.05545484871131,"flags":""},{"period":"2010","value":4.73459718185774,"flags":""},{"period":"2011","value":4.38543652705902,"flags":""},{"period":"2012","value":4.06173988153365,"flags":""},{"period":"2013","value":3.68309921482849,"flags":""},{"period":"2014","value":3.5488098655716,"flags":""},{"period":"2015","value":3.45796028671679,"flags":""},{"period":"2016","value":3.35483149237107,"flags":""},{"period":"2017","value":3.24905600781037,"flags":""},{"period":"2018","value":3.14688590635467,"flags":""},{"period":"2019","value":3.04951169604776,"flags":""},{"period":"2020","value":2.7576744252179,"flags":""},{"period":"2021","value":2.4671256913033,"flags":""},{"period":"2022","value":2.41689677799352,"flags":""},{"period":"2023","value":2.35153161396476,"flags":""},{"period":"2024","value":2.29662340481555,"flags":""},{"period":"2025","value":2.24111852659311,"flags":""}],"indicator_name":"Contributing family workers, male","topic":"Labor","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.FAM.WORK.MA.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-08T10:28:13+00:00","version":"1","license":"see source"}}