electricsheepafrica/africa-ilo-emp-nifl-sex-ec2-nb-informal-employment-by-sex-and-economic-activity-i

该数据集包含非洲42个国家从1999年到2025年关于非正规就业的24,856条观测值，主要指标为EMP_NIFL_SEX_EC2_NB，即按性别（男性、女性、总计）和经济活动（ISIC第2级行业分类）细分的非正规就业人数（以千计）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并经过标准化处理，涵盖国家代码、年份、性别分类、观测值及其状态等字段，适用于表格分类、回归或时间序列预测任务。This dataset contains 24,856 observations of informal employment across 42 African countries from 1999 to 2025, with the primary indicator EMP_NIFL_SEX_EC2_NB representing informal employment (in thousands) disaggregated by sex (male, female, total) and economic activity (ISIC level 2). It is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via API and normalized, including fields such as country codes, year, sex classification, observed values, and status flags, suitable for tabular classification, regression, or time-series forecasting tasks.