electricsheepafrica/africa-ilo-emp-temp-sex-sks-mts-nb-employment-by-sex-educational-mismatch-statistical

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非洲国家劳动力市场数据，专注于技能不匹配主题。数据集涵盖39个非洲国家，时间跨度为2001年至2025年，共7,815个观测值。核心指标为按性别、教育不匹配（统计方法）和婚姻状况划分的就业人数（千）（EMP_TEMP_SEX_SKS_MTS_NB）。数据包括国家代码、数据来源、性别分类（总计、男性、女性）、分类变量（如婚姻状况）、观测年份、观测值及数据状态标志等字段。数据经过ILO的标准化处理，基于国际劳工统计学家会议（ICLS）定义，并整合了来自劳动力调查等来源的最佳数据。数据集由Electric Sheep Africa重新打包为Parquet格式，便于机器学习使用，适用于表格分类、回归和时间序列预测等任务。This dataset contains labor market data for African countries from the International Labour Organization (ILO) ILOSTAT database, focusing on skills mismatch. It covers 39 African countries from 2001 to 2025, with 7,815 observations. The core indicator is Employment by sex, educational mismatch - statistical approach and marital status (thousands) (EMP_TEMP_SEX_SKS_MTS_NB). Data includes fields such as country codes, data sources, sex disaggregation (total, male, female), classification variables (e.g., marital status), observation year, observed values, and data status flags. The data is harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions and integrates best source selections from sources like labor force surveys. Repackaged by Electric Sheep Africa into Parquet format for machine learning readiness, suitable for tabular classification, regression, and time-series forecasting tasks.