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

该数据集包含欧洲41个国家按性别、年龄和教育划分的就业人口比率(%)的表格数据，涵盖1987年至2025年，共523,266个观测值。数据来源于国际劳工组织(ILO)的ILOSTAT数据库，通过API提取并过滤欧洲国家代码。数据集包含一个核心指标EMP_DWAP_SEX_AGE_EDU_RT，表示就业人口比率，并按性别(总计、男性、女性)、年龄分类和教育分类进行细分。数据列包括国家代码、指标代码、性别、分类变量、观测年份、观测值及数据质量标志等。数据集适用于表格分类、回归和时间序列预测任务，旨在为欧洲提供机器学习就绪的数据层。This dataset contains tabular data on the employment-to-population ratio by sex, age and education (%) for 41 European countries, spanning from 1987 to 2025, with 523,266 observations. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, extracted via API and filtered to European ISO3 country codes. It includes one core indicator EMP_DWAP_SEX_AGE_EDU_RT, representing the employment-to-population ratio, disaggregated by sex (total, male, female), age classification, and education classification. Columns include country codes, indicator codes, sex, classification variables, observation year, observed values, and data quality flags. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, and is part of a unified, ML-ready data layer for Europe.