electricsheepafrica/africa-ilo-emp-nifl-sex-ocu-mts-rt-informal-employment-rate-by-sex-occupation-and-mar

该数据集包含非洲43个国家从2000年至2025年的64,455条观测数据，核心指标为“按性别、职业和婚姻状况划分的非正规就业率（%）”。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（总计、男性、女性）、职业分类、婚姻状况分类等维度。数据集适用于表格分类、回归和时间序列预测等任务，并提供了数据质量说明和使用示例，以支持机器学习和研究应用。This dataset contains 64,455 observations of informal employment rate data across 43 Africa countries, spanning 2000–2025, with the indicator Informal employment rate by sex, occupation and marital status (%). It is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via API and filtered to African countries. The data includes dimensions such as country codes, year, sex disaggregation (total, male, female), occupation classification, marital status classification, and observed values. It is suitable for tabular classification, regression, and time-series forecasting tasks, with notes on data quality and usage examples for machine learning and research applications.