{"id":"worldbank.vulnerable-employment-female.com.annual","dataset_id":"worldbank-vulnerable-employment-female","indicator":"vulnerable-employment-female","geography":"COM","frequency":"annual","unit":"percent","start_period":"1991","end_period":"2025","org":"World Bank","original_indicator":"SL.EMP.VULN.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Comoros","region":"Sub-Saharan Africa ","observations":[{"period":"1991","value":81.3359270261034,"flags":""},{"period":"1992","value":81.3051645608708,"flags":""},{"period":"1993","value":81.292525674677,"flags":""},{"period":"1994","value":81.2981325816681,"flags":""},{"period":"1995","value":81.277926720286,"flags":""},{"period":"1996","value":81.2466415905427,"flags":""},{"period":"1997","value":81.186274743905,"flags":""},{"period":"1998","value":81.0858102748355,"flags":""},{"period":"1999","value":80.9743147576692,"flags":""},{"period":"2000","value":80.8654481391764,"flags":""},{"period":"2001","value":80.620769428498,"flags":""},{"period":"2002","value":80.3220558174461,"flags":""},{"period":"2003","value":80.006509224792,"flags":""},{"period":"2004","value":79.6350968351441,"flags":""},{"period":"2005","value":78.7305887290626,"flags":""},{"period":"2006","value":77.7827141296903,"flags":""},{"period":"2007","value":76.7948648794433,"flags":""},{"period":"2008","value":75.8288377939558,"flags":""},{"period":"2009","value":74.8623324692048,"flags":""},{"period":"2010","value":73.8343588562403,"flags":""},{"period":"2011","value":72.792400933892,"flags":""},{"period":"2012","value":71.7488719464758,"flags":""},{"period":"2013","value":70.6821040507979,"flags":""},{"period":"2014","value":69.5916825876394,"flags":""},{"period":"2015","value":69.4000627635044,"flags":""},{"period":"2016","value":69.2093211036954,"flags":""},{"period":"2017","value":69.0051599827613,"flags":""},{"period":"2018","value":68.7664126738129,"flags":""},{"period":"2019","value":68.5379684910445,"flags":""},{"period":"2020","value":68.8292022751578,"flags":""},{"period":"2021","value":68.5525666337611,"flags":""},{"period":"2022","value":68.8226164650198,"flags":""},{"period":"2023","value":68.7203038211872,"flags":""},{"period":"2024","value":68.6196907258558,"flags":""},{"period":"2025","value":68.461471745421,"flags":""}],"indicator_name":"Vulnerable employment, female","topic":"Labor","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"SL.EMP.VULN.FE.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}