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

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的非正规就业数据，具体指标为按性别、经济活动和婚姻状况划分的非正规就业（千）。数据集涵盖34个欧洲国家，时间跨度为2003年至2025年，共包含120,302个观测值。数据通过ILOSTAT REST API获取，并过滤为欧洲国家代码，使用国际劳工统计学家会议（ICLS）定义进行标准化处理。数据结构包括国家代码、国家名称、数据来源、指标代码、指标标签、性别分类（总计、男性、女性）、经济活动和婚姻状况分类、观测年份、观测值（以千为单位）、观测状态标志以及相关注释。数据为年度频率，使用ILO选择的最佳来源，分类列仅在指标发布细分数据时非空。该数据集适用于表格分类、回归和时间序列预测任务，可用于分析欧洲非正规就业的趋势和模式。This dataset contains Informal employment data from the International Labour Organization (ILO) ILOSTAT database, specifically the indicator Informal employment by sex, economic activity and marital status (thousands). It covers 34 European countries from 2003 to 2025, with 120,302 observations. The data is sourced via the ILOSTAT REST API, filtered to European country codes, and harmonized using International Conference of Labour Statisticians (ICLS) definitions. The schema includes country codes, country names, data sources, indicator codes, indicator labels, sex disaggregation (total, male, female), economic activity and marital status classifications, observation year, observed values (in thousands), observation status flags, and related notes. The data is annual frequency, uses ILO-selected best sources, and disaggregation columns are non-null only when the indicator publishes breakdowns. It is suitable for tabular classification, regression, and time-series forecasting tasks, enabling analysis of informal employment trends and patterns in Europe.