electricsheepafrica/africa-ilo-emp-temp-sex-ste-ec2-nb-employment-by-sex-status-in-employment-and-economi

该数据集名为按性别、就业状况和经济活动划分的就业数据 - ISIC第2级（千）|非洲（ILOSTAT），包含来自国际劳工组织（ILO）ILOSTAT数据库的就业相关数据。数据集涵盖43个非洲国家，时间跨度为1996年至2025年，共有94,457个观测值，聚焦于一个核心指标：EMP_TEMP_SEX_STE_EC2_NB，该指标表示按性别、就业状况和经济活动（基于ISIC第2级分类）划分的就业人数，以千为单位。数据通过ILOSTAT REST API获取，并经过过滤仅包含非洲国家。数据集提供了详细的列结构，包括国家代码、国家名称、数据来源、指标代码、指标标签、性别分类（总计、男性、女性）、分类变量（如就业状况和经济活动）、观测年份、观测值、观测状态及相关注释。数据以年度频率发布，并包含数据质量说明，例如当同一国家×年份有多个来源时，使用ILO选择的最佳来源。该数据集由Electric Sheep Africa重新打包，旨在为非洲提供统一的、适合机器学习的数据层，采用cc-by-4.0许可证发布。The dataset is named Employment by sex, status in employment and economic activity - ISIC level 2 (thousands) | Africa (ILOSTAT) and contains employment-related data from the International Labour Organization (ILO) ILOSTAT database. It covers 43 African countries, spans the years 1996 to 2025, and includes 94,457 observations, focusing on one core indicator: EMP_TEMP_SEX_STE_EC2_NB, which represents employment by sex, status in employment, and economic activity (based on ISIC level 2 classification) in thousands. The data is sourced via the ILOSTAT REST API and filtered to African countries. The dataset provides a detailed schema with columns such as country code, country name, data source, indicator code, indicator label, sex disaggregation (total, male, female), classification variables (e.g., status in employment and economic activity), observation year, observed value, observation status, and related notes. The data is published at annual frequency and includes data quality caveats, such as using the ILO-selected best source when multiple sources exist for the same country×year. It is repackaged by Electric Sheep Africa as part of a unified, ML-ready data layer for Africa, released under the cc-by-4.0 license.