electricsheepafrica/africa-ilo-emp-nifl-sex-age-eco-rt-informal-employment-rate-by-sex-age-and-economic-a

该数据集包含非洲45个国家从1999年至2025年的非正规就业率数据，按性别、年龄和经济活动分类。数据集共有172,996个观测值，涵盖一个核心指标：EMP_NIFL_SEX_AGE_ECO_RT（按性别、年龄和经济活动划分的非正规就业率百分比）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过API获取并经过非洲国家代码过滤，包括国家代码、年份、观测值、数据来源、分类变量（如性别和年龄组）以及质量注释等字段。数据集适用于表格分类、回归和时间序列预测等任务，旨在为非洲劳动市场研究提供机器学习就绪的数据支持。This dataset contains informal employment rate data for 45 African countries from 1999 to 2025, disaggregated by sex, age, and economic activity. It includes 172,996 observations covering one core indicator: EMP_NIFL_SEX_AGE_ECO_RT (Informal employment rate by sex, age and economic activity (%)). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and filtered to African country codes, with fields such as country code, year, observed value, data source, classification variables (e.g., sex and age groups), and quality notes. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, designed to provide machine learning-ready data for labor market research in Africa.