electricsheepafrica/africa-ilo-emp-nifl-sex-edu-geo-rt-informal-employment-rate-by-sex-education-and-rura

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的19,417个观测值，涵盖41个非洲国家，时间跨度为1999年至2025年。数据集专注于一个独特的指标：按性别、教育和城乡地区划分的非正规就业率（百分比），指标代码为EMP_NIFL_SEX_EDU_GEO_RT。数据包括分类维度，如性别（总计、男性、女性）、教育水平和城乡地区类型。数据以年度频率提供，经过国际劳工组织根据国际劳工统计学家会议（ICLS）定义进行协调，并标注了来源信息以确保可追溯性。数据集由Electric Sheep Africa重新打包，旨在为非洲提供统一的、机器学习就绪的数据层。This dataset contains 19,417 observations sourced from the ILOSTAT database of the International Labour Organization (ILO), covering 41 African countries over the period from 1999 to 2025. It focuses on a unique indicator: the informal employment rate (percentage) disaggregated by sex, education level, and urban-rural geography, with the indicator code EMP_NIFL_SEX_EDU_GEO_RT. The dataset includes categorical dimensions such as sex (total, male, female), education level, and urban-rural area types. The data is provided at annual frequency, harmonized by the ILO in accordance with the definitions set by the International Conference of Labour Statisticians (ICLS), and annotated with source information to ensure traceability. This dataset was repackaged by Electric Sheep Africa to provide a unified, machine learning-ready data layer for Africa.