electricsheepeurope/europe-ilo-emp-temp-sex-eco-mjh-nb-employment-by-sex-economic-activity-and-multiple-j

该数据集是由国际劳工组织（ILO）的ILOSTAT数据库提供的欧洲就业数据，由Electric Sheep Europe重新打包并发布在HuggingFace上。数据集包含115,269个观测值，覆盖38个欧洲国家，时间跨度为1991年至2025年。核心指标为EMP_TEMP_SEX_ECO_MJH_NB，即按性别、经济活动和多重职业持有情况划分的就业人数（以千计）。数据以表格形式组织，包含国家代码、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、多重职业持有分类、观测年份、观测值、观测状态等列。数据经过ILO harmonization处理，使用国际劳工统计学家会议（ICLS）的定义，并标注了数据来源和质量信息（如临时或不可靠数据）。该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，旨在为研究人员和开发者提供统一的、机器学习就绪的欧洲数据层。This dataset is European employment data provided by the ILOSTAT database of the International Labour Organization (ILO), repackaged by Electric Sheep Europe and published on HuggingFace. It contains 115,269 observations covering 38 European countries from 1991 to 2025. The core indicator is EMP_TEMP_SEX_ECO_MJH_NB, which represents employment by sex, economic activity, and multiple job holding (in thousands). The data is organized in tabular form, including columns such as country code, country name, data source, indicator code, sex classification (total, male, female), economic activity classification, multiple job holding classification, observation year, observed value, and observation status. The data has been harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions, with annotations for data sources and quality information (e.g., provisional or unreliable data). This dataset is suitable for machine learning tasks such as tabular classification, regression, and time-series forecasting, aiming to provide a unified, ML-ready data layer for Europe to researchers and developers.