electricsheepeurope/europe-ilo-emp-temp-sex-eco-cct-nb-employment-by-sex-economic-activity-and-citizenshi

该数据集包含欧洲40个国家从1991年至2025年的257,332个观测值，主要指标为按性别、经济活动和公民身份划分的就业人数（千）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，涵盖了就业、性别、经济活动和公民身份等多个维度的分类信息。数据集结构包括国家代码、国家名称、数据来源、指标代码、性别分类（总计、男性、女性）、经济活动分类、公民身份分类、观测年份、观测值等列。数据为年度频率，经过ILO的标准化处理，确保数据的一致性和可比性。数据集由Electric Sheep Europe重新打包，以Parquet格式发布，便于使用Hugging Face的`load_dataset()`函数直接加载，适用于表格分类、回归和时间序列预测等机器学习任务。This dataset contains 257,332 observations across 40 European countries spanning 1991 to 2025, with the primary indicator Employment by sex, economic activity and citizenship (thousands). Sourced from the International Labour Organization (ILO) ILOSTAT database, it includes disaggregated data on employment by sex, economic activity, and citizenship. The schema includes columns such as country code, country name, data source, indicator code, sex classification (total, male, female), economic activity classification, citizenship classification, observation year, observed value, and more. Data is annual frequency, harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions, and repackaged by Electric Sheep Europe in Parquet format for easy loading via Hugging Faces `load_dataset()` function. It is suitable for machine learning tasks like tabular classification, regression, and time-series forecasting.