electricsheepeurope/europe-ilo-emp-pifl-sex-eco-geo-nb-employment-outside-the-formal-sector-by-sex-econom

该数据集包含欧洲31个国家2003年至2025年期间关于非正规经济就业的45,072条观测数据，核心指标为按性别、经济活动和城乡区域划分的非正规部门就业（千）（EMP_PIFL_SEX_ECO_GEO_NB）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤为欧洲国家，使用国际劳工统计学家会议（ICLS）定义进行协调。数据集包括国家代码、指标、性别分类（总计、男性、女性）、经济活动和区域分类、观测年份、观测值（以千为单位）以及数据质量标志等列，适用于表格分类、回归和时间序列预测等任务。This dataset contains 45,072 observations of informal economy employment data across 31 European countries from 2003 to 2025, with the core indicator Employment outside the formal sector by sex, economic activity and rural / urban areas (thousands) (EMP_PIFL_SEX_ECO_GEO_NB). The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via API and filtered to European countries, harmonized using International Conference of Labour Statisticians (ICLS) definitions. It includes columns such as country code, indicator, sex disaggregation (total, male, female), economic activity and area classification, observation year, observed value (in thousands), and data quality flags, suitable for tasks like tabular classification, regression, and time-series forecasting.