electricsheepafrica/africa-ilo-emp-nifl-sex-eco-rt-informal-employment-rate-by-sex-and-economic-activ

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的18,190个观测值，涵盖了45个非洲国家从1999年至2025年的非正规经济数据。核心指标为EMP_NIFL_SEX_ECO_RT，即按性别和经济活动划分的非正规就业率（百分比）。数据包括国家代码、年份、观测值、性别分类（总计、男性、女性）、经济部门分类、数据来源、观测状态及注释等信息。数据集由Electric Sheep Africa重新打包，旨在为非洲提供统一的、适用于机器学习的数据层，采用cc-by-4.0许可。This dataset contains 18,190 observations of informal economy data across 45 Africa countries, spanning 1999 to 2025. It focuses on the indicator EMP_NIFL_SEX_ECO_RT — Informal employment rate by sex and economic activity (%). Data includes country codes, years, observed values, sex disaggregation (total, male, female), economic activity classification, source information, observation status flags, and notes. Sourced from ILOSTAT, the ILOs central statistics database, and repackaged by Electric Sheep Africa for ML-ready use under the cc-by-4.0 license.