electricsheepeurope/europe-ilo-emp-temp-sex-edu-ec2-nb-employment-by-sex-education-and-economic-activity

这是一个关于欧洲国家按性别、教育和经济活动（ISIC 2级）划分的就业数据集，数据以千人为单位。数据集源自国际劳工组织（ILO）的ILOSTAT数据库，覆盖16个欧洲国家，时间跨度为1993年至2025年，包含254,715个观测值。数据通过ILOSTAT REST API获取，并经过协调处理，使用国际劳工统计学家会议（ICLS）定义。数据集包含一个独特指标EMP_TEMP_SEX_EDU_EC2_NB，提供了按性别（总计、男性、女性）、教育分类和经济活动分类的细分数据。数据模式包括国家代码、来源、指标、性别、分类变量、时间、观测值等列，适用于表格分类、表格回归和时间序列预测等机器学习任务。数据为年度频率，并包含数据质量标志，如观测状态和注释。This dataset contains employment data by sex, education, and economic activity at ISIC level 2 (in thousands) for Europe, sourced from ILOSTAT, the International Labour Organizations central statistics database. It covers 16 European countries from 1993 to 2025, with 254,715 observations. The data is retrieved via the ILOSTAT REST API and harmonized using International Conference of Labour Statisticians (ICLS) definitions. It includes one distinct indicator, EMP_TEMP_SEX_EDU_EC2_NB, with disaggregation by sex (total, male, female), education classification, and economic activity classification. The schema comprises columns such as country code, source, indicator, sex, classification variables, time, observed value, and data quality flags. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, with annual frequency and notes on data quality and caveats.