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

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的“非正规就业按性别和职业分类（千）”数据，专门针对欧洲地区。数据集涵盖34个欧洲国家，时间跨度为2003年至2025年，共包含21,810个观测值。核心指标为EMP_NIFL_SEX_OCU_NB，即按性别和职业分类的非正规就业人数（以千为单位）。数据通过ILOSTAT REST API获取，并经过欧洲国家代码过滤，采用国际劳工统计学家会议（ICLS）定义进行标准化处理。数据集提供详细的模式，包括国家代码、来源、指标、性别分类、年份、观测值及状态标志等列，适用于表格分类、回归和时间序列预测等任务。数据以年度频率发布，并包含数据质量说明，如使用最佳来源和分类列的非空条件限制。This dataset contains Informal employment by sex and occupation (thousands) data from the International Labour Organization (ILO) ILOSTAT database, specifically for Europe. It includes 21,810 observations across 34 European countries, spanning the years 2003 to 2025. The core indicator is EMP_NIFL_SEX_OCU_NB, which measures informal employment disaggregated by sex and occupation (in thousands). Data is sourced directly from the ILOSTAT REST API, filtered to European ISO3 country codes, and harmonized using International Conference of Labour Statisticians (ICLS) definitions. The dataset features a detailed schema with columns such as country code, source, indicator, sex disaggregation, year, observed value, and status flags, making it suitable for tabular classification, regression, and time-series forecasting tasks. Data is published at annual frequency, with caveats on quality including the use of best source selections and non-null conditions for disaggregation columns.