electricsheepeurope/europe-ilo-emp-temp-sex-eco-geo-nb-employment-by-sex-economic-activity-and-rural-urba

该数据集包含欧洲41个国家的就业数据，共有103,437个观测值，时间跨度为1992年至2025年。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，主要指标为“按性别、经济活动和城乡区域分类的就业人数（以千计）”（EMP_TEMP_SEX_ECO_GEO_NB）。数据集提供了详细的表格结构，包括国家代码、数据来源、指标代码、性别分类、经济活动和区域分类、观测年份、观测值以及数据质量标志（如观测状态和注释）。数据以年度频率发布，并经过ILO的标准化处理，确保与国际劳工统计学家会议（ICLS）定义一致。数据集适用于表格分类、回归和时间序列预测等机器学习任务，可用于分析欧洲就业趋势、性别差异、经济活动分布以及城乡就业模式。数据集由Electric Sheep Europe重新打包，以Parquet格式发布，便于使用HuggingFace的datasets库加载和处理。This dataset contains employment data for 41 European countries, with 103,437 observations spanning from 1992 to 2025. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, with the primary indicator being Employment by sex, economic activity and rural/urban areas (thousands) (EMP_TEMP_SEX_ECO_GEO_NB). It provides a detailed tabular structure, including country codes, data sources, indicator codes, sex disaggregation, economic activity and area classifications, observation year, observed values, and data quality flags (such as observation status and notes). The data is published at an annual frequency and harmonized by ILO to align with International Conference of Labour Statisticians (ICLS) definitions. The dataset is suitable for machine learning tasks like tabular classification, regression, and time-series forecasting, enabling analysis of employment trends, gender disparities, economic activity distribution, and rural-urban employment patterns in Europe. Repackaged by Electric Sheep Europe in Parquet format for easy loading and processing with HuggingFaces datasets library.