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

该数据集包含欧洲35个国家2003年至2025年的非正规就业数据，共154,307条观测值。核心指标为EMP_NIFL_SEX_ECO_EDU_NB，即按性别、经济活动和教育划分的非正规就业人数（以千人为单位）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过API提取并过滤为欧洲国家代码。数据集采用表格格式，包含国家代码（ref_area）、指标代码（indicator）、性别分类（sex）、经济活动和教育分类（classif1、classif2）、年份（time）、观测值（obs_value）等列，并涵盖数据来源、质量标志和注释信息。数据集适用于表格分类、回归和时间序列预测任务，支持对欧洲非正规就业趋势的多维度分析。This dataset contains 154,307 observations of informal employment data across 35 European countries from 2003 to 2025. The core indicator is EMP_NIFL_SEX_ECO_EDU_NB, representing informal employment by sex, economic activity, and education (in thousands). Data is sourced from the International Labour Organization (ILO) ILOSTAT database, extracted via API and filtered to European country codes. The dataset is in tabular format, including columns such as country code (ref_area), indicator code (indicator), sex disaggregation (sex), economic activity and education classifications (classif1, classif2), year (time), observed value (obs_value), along with source metadata, quality flags, and notes. It is suitable for tabular classification, regression, and time-series forecasting tasks, enabling multidimensional analysis of informal employment trends in Europe.