electricsheepafrica/africa-ilo-emp-nifl-sex-eco-ins-nb-informal-employment-by-sex-economic-activity-and-p

该数据集包含非洲45个国家从1999年至2025年的非正规就业数据，共有47,743个观测值，覆盖1个核心指标：按性别、经济活动和公共/私营部门分类的非正规就业人数（单位为千）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤至非洲地区，涉及国家代码、性别分类（总计、男性、女性）、经济活动和机构部门等维度。数据集以表格形式呈现，适用于表格分类、回归和时间序列预测等任务，旨在为研究非洲劳动力市场和非正规经济提供机器学习就绪的数据支持。This dataset contains 47,743 observations of informal employment data across 45 African countries, spanning from 1999 to 2025, with 1 distinct indicator: informal employment by sex, economic activity, and public/private sector (in thousands). Sourced from the ILOSTAT database of the International Labour Organization (ILO), the data is retrieved via API and filtered to African regions, covering dimensions such as country codes, sex disaggregation (total, male, female), economic activity, and institutional sector. Presented in tabular format, it is suitable for tasks like tabular classification, regression, and time-series forecasting, providing machine learning-ready data for research on Africas labor market and informal economy.