electricsheepeurope/europe-ilo-emp-dwap-sex-age-mts-rt-employment-to-population-ratio-by-sex-age-and-mari

该数据集包含222,774个观测值，涉及39个欧洲国家从1983年至2025年的就业数据，聚焦于一个核心指标：按性别、年龄和婚姻状况划分的就业人口比例（%）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过REST API获取并过滤至欧洲国家。数据集涵盖了详细的分类维度，如性别（总计、男性、女性）、年龄组和婚姻状况，并包括国家代码、数据来源、观测年份、数值以及数据质量标志（如临时或不可靠状态）。数据以年度频率发布，经过ILO的标准化处理，确保符合国际劳工统计学家会议（ICLS）的定义。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，旨在为欧洲提供统一的、机器学习就绪的数据层。This dataset contains 222,774 observations of employment data across 39 Europe countries, spanning from 1983 to 2025, focusing on one distinct indicator: Employment-to-population ratio by sex, age and marital status (%). The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, retrieved via REST API and filtered to European ISO3 country codes. It includes disaggregation dimensions such as sex (total, male, female), age groups, and marital status, with columns for country codes, data sources, observation years, values, and quality flags (e.g., provisional or unreliable status). The data is published annually and harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions. It is suitable for machine learning tasks like tabular classification, regression, and time-series forecasting, and is part of the Electric Sheep Europe initiative to provide a unified, ML-ready data layer for Europe.