electricsheepafrica/africa-ilo-emp-nifl-sex-edu-geo-nb-informal-employment-by-sex-education-and-rural-urb

该数据集包含关于非洲非正规就业的统计数据，具体指标为按性别、教育程度和城乡地区划分的非正规就业（千计）。数据集涵盖41个非洲国家，时间跨度为1999年至2025年，共包含19,427个观察值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过其REST API获取，并经过筛选以仅包括非洲国家。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、性别分类、教育程度分类、城乡地区分类、观察年份、观察值、数据状态标志以及相关注释。数据以年频率发布，并包含数据质量说明，例如当同一国家-年份有多个数据源时，使用ILO选择的最佳来源。数据集由Electric Sheep Africa重新打包，旨在为非洲提供统一的、机器学习就绪的数据层。This dataset contains statistical data on informal employment in Africa, specifically the indicator Informal employment by sex, education and rural / urban areas (thousands). It covers 41 African countries from 1999 to 2025, with 19,427 observations. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via its REST API and filtered to include only African countries. The dataset includes a detailed schema with columns for country code, country name, data source, indicator code, sex classification, education classification, rural/urban classification, observation year, observed value, observation status flags, and related notes. Data is published at annual frequency and comes with data quality caveats, such as the use of ILO-selected best source when multiple sources exist for the same country-year. The dataset is repackaged by Electric Sheep Africa as part of a unified, ML-ready data layer for Africa.