electricsheepafrica/africa-ilo-emp-pifl-sex-edu-geo-nb-employment-outside-the-formal-sector-by-sex-educat

该数据集包含非洲41个国家1999年至2025年的非正规部门就业数据，按性别、教育程度和城乡地区划分，单位为千。数据集共18,780个观测值，覆盖单一指标（EMP_PIFL_SEX_EDU_GEO_NB），数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过REST API获取并过滤为非洲国家代码。数据结构包括国家代码、指标、性别分类、教育分类、时间、观测值等列，采用ICLS定义进行标准化。数据集由Electric Sheep Africa重新打包，用于机器学习和研究目的。This dataset contains employment data outside the formal sector for 41 African countries from 1999 to 2025, disaggregated by sex, education level, and rural/urban areas, in thousands. It comprises 18,780 observations covering a single indicator (EMP_PIFL_SEX_EDU_GEO_NB), sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via REST API and filtered to African country codes. The data structure includes columns such as country code, indicator, sex classification, education classification, time, observed value, and is harmonized using ICLS definitions. Repackaged by Electric Sheep Africa for machine learning and research purposes.