electricsheepeurope/europe-ilo-emp-nifl-sex-eco-geo-rt-informal-employment-rate-by-sex-economic-activity

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的欧洲非正规就业率数据，主题为“按性别、经济活动和城乡地区划分的非正规就业率（%）| 欧洲（ILOSTAT）”。数据涵盖31个欧洲国家，时间跨度为2003年至2025年，共45,966个观测值，聚焦于一个核心指标（EMP_NIFL_SEX_ECO_GEO_RT）。数据集提供了结构化表格，包括国家代码、国家名称、数据来源、指标代码、性别分类、经济活动分类、城乡地区分类、观测年份、观测值、数据状态标志和注释等列。数据经过ILO的标准化处理，基于国际劳工统计学家会议（ICLS）定义，并包含数据质量说明，如年度频率、最佳来源选择和分类维度限制。该数据集适用于表格分类、回归和时间序列预测等任务，旨在支持机器学习和研究用途，由Electric Sheep Europe重新打包并发布在HuggingFace平台上。This dataset contains informal employment rate data from the International Labour Organization (ILO) ILOSTAT database, titled Informal employment rate by sex, economic activity and rural / urban areas (%) | Europe (ILOSTAT). It covers 31 European countries from 2003 to 2025, with 45,966 observations focusing on a single indicator (EMP_NIFL_SEX_ECO_GEO_RT). The dataset is structured as a tabular format with columns including country codes, country names, data sources, indicator codes, sex disaggregation, economic activity classification, rural/urban area classification, observation year, observed values, status flags, and notes. Data is harmonized using ICLS definitions and includes quality caveats such as annual frequency, best-source selection, and disaggregation limitations. It is suitable for tabular classification, regression, and time-series forecasting tasks, repackaged by Electric Sheep Europe for ML-ready use on HuggingFace.