{"entity":{"iso2":"ZM","iso3":"ZMB","name":"Zambia","slug":"zambia"},"indicator":{"licence":"CC BY 4.0 (World Bank Open Data)","slug":"number-of-female-sole-proprietors","source":"World Bank's Entrepreneurship Survey and database (https://www.worldbank.org/en/programs/entrepreneurship). Downloaded on May 2, 2026","source_url":"https://data.worldbank.org/indicator/IC.WEF.SOLO.FE","title":"Number of female sole proprietors","unit":null},"observations":[{"date":"2014-01-01","value":6336.0},{"date":"2015-01-01","value":6994.0},{"date":"2016-01-01","value":4261.0},{"date":"2017-01-01","value":4277.0},{"date":"2018-01-01","value":4442.0},{"date":"2019-01-01","value":5443.0},{"date":"2020-01-01","value":6574.0},{"date":"2021-01-01","value":8613.0},{"date":"2022-01-01","value":17031.0},{"date":"2023-01-01","value":12297.0},{"date":"2024-01-01","value":13875.0}],"summary":{"latest_period":"2024-01-01","latest_value":13875.0,"max":17031.0,"mean":8194.82,"min":4261.0,"of":78,"rank":31,"trend":"volatile"}}