{"id":"worldbank.labor-force-female.bwa.annual","dataset_id":"worldbank-labor-force-female","indicator":"labor-force-female","geography":"BWA","frequency":"annual","unit":"percent","start_period":"1990","end_period":"2025","org":"World Bank","original_indicator":"SL.TLF.TOTL.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Botswana","region":"Sub-Saharan Africa ","observations":[{"period":"1990","value":40.7422355816401,"flags":""},{"period":"1991","value":40.9594239564075,"flags":""},{"period":"1992","value":41.1250305817112,"flags":""},{"period":"1993","value":41.261155467314,"flags":""},{"period":"1994","value":41.4447498796983,"flags":""},{"period":"1995","value":41.6945862933162,"flags":""},{"period":"1996","value":41.9565915929074,"flags":""},{"period":"1997","value":42.2366611368696,"flags":""},{"period":"1998","value":42.4517945205951,"flags":""},{"period":"1999","value":43.0573027444759,"flags":""},{"period":"2000","value":43.7810197767071,"flags":""},{"period":"2001","value":44.063986992181,"flags":""},{"period":"2002","value":44.3699123622074,"flags":""},{"period":"2003","value":44.6910870274819,"flags":""},{"period":"2004","value":45.0234218416849,"flags":""},{"period":"2005","value":45.3748946449269,"flags":""},{"period":"2006","value":45.7428063280161,"flags":""},{"period":"2007","value":45.7099207259364,"flags":""},{"period":"2008","value":45.7112667223286,"flags":""},{"period":"2009","value":45.7499603904888,"flags":""},{"period":"2010","value":45.5929805756875,"flags":""},{"period":"2011","value":45.7371535324693,"flags":""},{"period":"2012","value":45.8436720913006,"flags":""},{"period":"2013","value":45.8771153441746,"flags":""},{"period":"2014","value":45.9032729828698,"flags":""},{"period":"2015","value":45.9246051111825,"flags":""},{"period":"2016","value":45.9472374553981,"flags":""},{"period":"2017","value":45.9766654041103,"flags":""},{"period":"2018","value":46.0154292366277,"flags":""},{"period":"2019","value":46.0654048374394,"flags":""},{"period":"2020","value":46.0836702660947,"flags":""},{"period":"2021","value":46.2925139863245,"flags":""},{"period":"2022","value":46.6243129805382,"flags":""},{"period":"2023","value":46.7765184777595,"flags":""},{"period":"2024","value":46.6448135496144,"flags":""},{"period":"2025","value":46.7087935313946,"flags":""}],"indicator_name":"Labor force, female","topic":"Education","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.TLF.TOTL.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}