electricsheepeurope/europe-ilo-emp-nifl-sex-eco-nb-informal-employment-by-sex-and-economic-activity-t

该数据集包含来自ILOSTAT（国际劳工组织统计数据库）的非正规经济数据，专门针对欧洲地区。数据集涵盖34个欧洲国家，时间跨度为2003年至2025年，总计34,991个观测值。核心指标为“按性别和经济活动划分的非正规就业（千人数）”（指标代码：EMP_NIFL_SEX_ECO_NB）。数据以表格形式组织，包括列如国家代码（ref_area）、国家名称、数据来源（source）、指标代码（indicator）、性别分类（sex）、观测年份（time）、观测值（obs_value）等，并提供了数据质量标志和注释列。数据经过ILO的标准化处理，使用ICLS定义，并筛选自欧洲国家。数据集适用于表格分类、回归和时间序列预测等任务，旨在支持劳动经济学研究和机器学习应用。This dataset contains informal economy data from ILOSTAT (the International Labour Organizations statistics database), specifically focused on Europe. It covers 34 European countries, spanning the years 2003 to 2025, with a total of 34,991 observations. The core indicator is Informal employment by sex and economic activity (thousands) (indicator code: EMP_NIFL_SEX_ECO_NB). The data is organized in tabular format, including columns such as country code (ref_area), country name, data source (source), indicator code (indicator), sex disaggregation (sex), observation year (time), observed value (obs_value), along with data quality flags and note columns. The data is standardized by the ILO using ICLS definitions and filtered for European countries. The dataset is suitable for tasks like tabular classification, regression, and time-series forecasting, aiming to support labor economics research and machine learning applications.