electricsheepeurope/europe-ilo-emp-dwap-sex-edu-cct-rt-employment-to-population-ratio-by-sex-education-an

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的按性别、教育程度和公民身份划分的就业人口比（%）指标数据，涵盖欧洲38个国家，时间跨度为1991年至2025年，共41,704条观测记录。数据通过ILOSTAT REST API获取，并过滤为欧洲国家代码。数据集包含结构化列，如国家代码（ref_area）、年份（time）、指标值（obs_value）以及分类维度（如性别、教育程度和公民身份），适用于表格分类、回归和时间序列预测等任务。数据以年度频率发布，并包含数据质量注释（如观测状态标志）。数据集由Electric Sheep Europe重新打包，采用CC-BY-4.0许可，旨在为欧洲提供机器学习就绪的数据层。This dataset contains Employment-to-population ratio by sex, education and citizenship (%) indicator data from the International Labour Organization (ILO) ILOSTAT database, covering 38 European countries from 1991 to 2025, with 41,704 observations. Data is pulled directly from the ILOSTAT REST API and filtered to Europe ISO3 country codes. The dataset includes structured columns such as country code (ref_area), year (time), indicator value (obs_value), and disaggregation dimensions (e.g., sex, education, citizenship), suitable for tabular classification, regression, and time-series forecasting tasks. Data is published at annual frequency and includes quality annotations (e.g., observation status flags). Repackaged by Electric Sheep Europe under CC-BY-4.0 license, aiming to provide a unified, ML-ready data layer for Europe.