{"id":"worldbank.vulnerable-employment-female.wsm.annual","dataset_id":"worldbank-vulnerable-employment-female","indicator":"vulnerable-employment-female","geography":"WSM","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":"2026-11-08T10:28:13+00:00","version":"1","geography_name":"Samoa","region":"East Asia & Pacific","observations":[{"period":"1991","value":42.1900805765478,"flags":""},{"period":"1992","value":42.1963311849281,"flags":""},{"period":"1993","value":42.1344455348381,"flags":""},{"period":"1994","value":42.0619952608927,"flags":""},{"period":"1995","value":41.9939285886378,"flags":""},{"period":"1996","value":41.7468719923003,"flags":""},{"period":"1997","value":41.4939943532565,"flags":""},{"period":"1998","value":41.2230868382108,"flags":""},{"period":"1999","value":40.9784474537478,"flags":""},{"period":"2000","value":40.6716595907074,"flags":""},{"period":"2001","value":40.309633027523,"flags":""},{"period":"2002","value":39.9753297276782,"flags":""},{"period":"2003","value":39.6410786432397,"flags":""},{"period":"2004","value":39.3567932882778,"flags":""},{"period":"2005","value":39.0609806917627,"flags":""},{"period":"2006","value":38.843696861069,"flags":""},{"period":"2007","value":38.6005645087863,"flags":""},{"period":"2008","value":38.4875541125541,"flags":""},{"period":"2009","value":38.4948637784726,"flags":""},{"period":"2010","value":38.3726080793763,"flags":""},{"period":"2011","value":38.1751856897992,"flags":""},{"period":"2012","value":38.0853559505549,"flags":""},{"period":"2013","value":38.0689655172414,"flags":""},{"period":"2014","value":38.0824687884649,"flags":""},{"period":"2015","value":38.0107907305856,"flags":""},{"period":"2016","value":37.8188292900067,"flags":""},{"period":"2017","value":37.5868405719152,"flags":""},{"period":"2018","value":37.4141247595494,"flags":""},{"period":"2019","value":37.1093383388081,"flags":""},{"period":"2020","value":36.3881005969273,"flags":""},{"period":"2021","value":35.7333333333334,"flags":""},{"period":"2022","value":36.3464765100671,"flags":""},{"period":"2023","value":36.2984888611933,"flags":""},{"period":"2024","value":36.1111111111111,"flags":""},{"period":"2025","value":35.7901215571627,"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":"2026-11-08T10:28:13+00:00","version":"1","license":"see source"}}