electricsheepafrica/africa-ilo-emp-pifl-sex-geo-nb-employment-outside-the-formal-sector-by-sex-and-ru

该数据集包含非洲41个国家从1999年至2025年期间，按性别和城乡地区划分的非正规部门就业人数（以千计）的观测数据，共计1,428个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，该数据库是全球劳动统计的主要来源，通过协调各国劳动力调查、家庭收入调查等数据编制而成。数据集涵盖单一指标（EMP_PIFL_SEX_GEO_NB），提供了国家代码、国家名称、数据来源、指标代码、性别分类（总计、男性、女性）、时间年份、观测值及其状态等详细信息，适用于表格分类、回归和时间序列预测等任务。数据以年度频率发布，并经过Electric Sheep Africa重新打包，以标准化模式提供，便于机器学习使用。This dataset contains 1,428 observations of employment outside the formal sector by sex and rural/urban areas (in thousands) across 41 African countries from 1999 to 2025. The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, which harmonizes raw survey microdata using International Conference of Labour Statisticians definitions. It covers one indicator (EMP_PIFL_SEX_GEO_NB) and includes details such as country codes, country names, data sources, indicator codes, sex disaggregation (total, male, female), time years, observed values, and status flags. The dataset is repackaged by Electric Sheep Africa in a normalized schema for machine learning readiness, suitable for tabular classification, regression, and time-series forecasting tasks.