electricsheepeurope/europe-ilo-emp-nifl-sex-geo-mts-nb-informal-employment-by-sex-rural-urban-areas-and-m

这是一个关于欧洲非正规就业的表格数据集，由国际劳工组织（ILO）的ILOSTAT数据库提供。数据集包含32,328个观测值，覆盖31个欧洲国家，时间跨度为2003年至2025年。核心指标为EMP_NIFL_SEX_GEO_MTS_NB，即按性别、农村/城市地区和婚姻状况划分的非正规就业人数（以千计）。数据通过ILOSTAT REST API获取，并经过规范化处理，包括国家代码、来源信息、指标代码、性别分类（总计、男性、女性）、地区类型、婚姻状况、观测年份、观测值及数据质量标志等列。数据集适用于表格分类、回归和时间序列预测任务，专注于劳动力和就业统计领域，旨在为机器学习和研究提供标准化、可访问的欧洲非正规经济数据。This is a tabular dataset on informal employment in Europe, sourced from the ILOSTAT database of the International Labour Organization (ILO). It contains 32,328 observations across 31 European countries, spanning the years 2003 to 2025. The core indicator is EMP_NIFL_SEX_GEO_MTS_NB, which measures informal employment by sex, rural/urban areas, and marital status (in thousands). Data is retrieved via the ILOSTAT REST API and includes columns such as country codes, source information, indicator codes, sex disaggregation (total, male, female), area type, marital status, observation year, observed values, and data quality flags. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, focusing on labor and employment statistics, and is designed to provide standardized, accessible data on Europes informal economy for machine learning and research purposes.