electricsheepeurope/europe-ilo-emp-nifl-sex-age-mts-nb-informal-employment-by-sex-age-and-marital-status

该数据集包含欧洲34个国家的158,943个观察值，时间跨度为2003年至2025年，聚焦于非正规经济领域。具体指标为按性别、年龄和婚姻状况划分的非正规就业（千人），数据来源于国际劳工组织（ILO）的ILOSTAT数据库，经过协调处理，使用ICLS定义。数据集提供了详细的列结构，包括国家代码、国家名称、数据来源、指标代码、性别分类（总计、男性、女性）、年龄分类、婚姻状况分类、观测年份、观测值（以千人为单位）以及数据质量标志。数据以年度频率发布，涵盖多个欧洲国家，适用于表格分类、回归和时间序列预测等任务。数据集由Electric Sheep Europe重新打包，以Parquet格式发布，便于机器学习使用。This dataset contains 158,943 observations of informal economy data across 34 Europe countries, spanning from 2003 to 2025, with a focus on the indicator Informal employment by sex, age and marital status (thousands). The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, harmonized using ICLS definitions. It includes detailed columns such as country codes, country names, source information, indicator codes, sex disaggregation (total, male, female), age classifications, marital status classifications, observation years, observed values (in thousands), and data quality flags. The data is annual and covers multiple European countries, suitable for tasks like tabular classification, regression, and time-series forecasting. Repackaged by Electric Sheep Europe in Parquet format for ML-ready use.