electricsheepafrica/africa-ilo-emp-nifl-sex-age-edu-nb-informal-employment-by-sex-age-and-education-thous

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非洲地区非正规就业数据，涵盖45个非洲国家从1999年至2025年的116,155条观测记录。数据核心指标为按性别、年龄和教育程度分类的非正规就业人数（千计）（EMP_NIFL_SEX_AGE_EDU_NB），提供按性别（总计、男性、女性）、年龄组和教育水平等维度细分的就业统计。数据集由Electric Sheep Africa重新打包，旨在为非洲研究提供统一的机器学习就绪数据层，适用于表格分类、回归和时间序列预测等任务。This dataset contains informal economy data from the International Labour Organization (ILO) ILOSTAT database, covering 45 African countries with 116,155 observations spanning 1999–2025. The core indicator is Informal employment by sex, age and education (thousands) (EMP_NIFL_SEX_AGE_EDU_NB), providing disaggregated employment statistics by sex (total, male, female), age groups, and education levels. Repackaged by Electric Sheep Africa, it serves as a unified, ML-ready data layer for Africa, suitable for tabular classification, regression, and time-series forecasting tasks.