electricsheepafrica/africa-ilo-emp-nifl-sex-age-edu-rt-informal-employment-rate-by-sex-age-and-education

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、年龄和教育程度进行细分。数据集共有108,380条观测记录，涵盖一个核心指标：EMP_NIFL_SEX_AGE_EDU_RT（按性别、年龄和教育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数据库，通过REST API获取，并经过过滤和标准化处理。数据集以表格形式存储，包含国家代码、指标、性别分类、年龄和教育分类、观测年份、观测值及数据质量标志等列。它适用于表格分类、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 informal employment rate data for 45 African countries from 1999 to 2025, disaggregated by sex, age, and education. It includes 108,380 observations covering one key indicator: EMP_NIFL_SEX_AGE_EDU_RT (Informal employment rate by sex, age and education, in percentage). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via REST API, and filtered for African countries. The dataset is structured in tabular format with columns such as country code, indicator, sex classification, age and education classifications, observation year, observed value, and data quality flags. It is suitable for tabular classification, regression, and time-series forecasting tasks, designed to provide machine learning-ready data for studying labor markets and the informal economy in Africa.