electricsheepafrica/africa-ilo-emp-dwap-sex-age-cct-rt-employment-to-population-ratio-by-sex-age-and-citi

该数据集包含非洲45个国家的12,299个观测值，时间跨度为1991年至2025年，核心指标为按性别、年龄和公民身份划分的就业人口比率（%）。数据来源于国际劳工组织（ILOSTAT）的官方数据库，通过REST API提取并过滤为非洲国家。数据集涵盖了详细的分类维度，包括性别（总计、男性、女性）、年龄组和公民身份，并包含国家代码、观测年份、观测值、数据来源和质量标志等字段。数据以表格形式组织，适用于表格分类、回归和时间序列预测任务，旨在为非洲劳动力市场研究提供机器学习就绪的数据。This dataset contains 12,299 observations across 45 African countries from 1991 to 2025, focusing on the indicator Employment-to-population ratio by sex, age and citizenship (%). Sourced from the International Labour Organizations ILOSTAT database via its REST API and filtered for African countries, it includes disaggregation dimensions such as sex (total, male, female), age groups, and citizenship status. The dataset features columns for country codes, observation years, indicator values, data sources, and quality flags, structured in a tabular format suitable for tabular classification, regression, and time-series forecasting tasks, providing ML-ready data for African labor market analysis.