electricsheepeurope/europe-ilo-emp-nifl-sex-ocu-mts-nb-informal-employment-by-sex-occupation-and-marital

该数据集包含欧洲34个国家从2003年至2025年关于非正规就业的131,649个观测值，数据来源于国际劳工组织（ILO）的ILOSTAT数据库。数据集的核心指标为按性别、职业和婚姻状况划分的非正规就业（千人）（EMP_NIFL_SEX_OCU_MTS_NB），涵盖了非正规就业的总量数据。数据结构包括国家代码、国家名称、数据来源、指标代码、性别分类（总计、男性、女性）、职业分类、婚姻状况分类、观测年份、观测值、数据状态标志以及相关注释。数据经过ILO基于国际劳工统计学家会议（ICLS）定义进行标准化处理，并筛选了欧洲国家。数据集适用于表格分类、回归和时间序列预测等任务，主要用于劳动力市场、非正规经济和社会经济政策研究。This dataset contains 131,649 observations on informal employment across 34 European countries from 2003 to 2025, sourced from the International Labour Organizations (ILO) ILOSTAT database. The core indicator is Informal employment by sex, occupation and marital status (thousands) (EMP_NIFL_SEX_OCU_MTS_NB), providing aggregate data on informal employment. The data structure includes country codes, country names, data sources, indicator codes, sex disaggregation (total, male, female), occupation classification, marital status classification, observation year, observed values, data status flags, and relevant notes. Data is harmonized by the ILO using International Conference of Labour Statisticians (ICLS) definitions and filtered to European countries. The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, primarily used for labor market, informal economy, and socio-economic policy research.