electricsheepeurope/europe-ilo-emp-nifl-sex-age-edu-nb-informal-employment-by-sex-age-and-education-thous

这是一个关于欧洲非正规就业的表格数据集，包含按性别、年龄和教育程度分类的统计数据（单位：千人）。数据集涵盖35个欧洲国家，时间跨度为2003年至2025年，共包含123,737条观测值。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，该数据库是全球劳动力统计的主要来源，通过国家劳动力调查、家庭收入调查、机构调查和行政记录等渠道收集数据。数据集经过Electric Sheep Europe重新打包，以Parquet格式提供，便于机器学习使用。数据包括国家代码、国家名称、数据来源、指标代码、指标名称、性别分类（总计、男性、女性）、年龄和教育程度分类、观测年份、观测值、观测状态标志以及相关注释等信息。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该细分时非空。数据集适用于表格分类、表格回归和时间序列预测等任务。This dataset contains tabular data on informal employment in Europe, disaggregated by sex, age, and education (in thousands). It includes 123,737 observations across 35 European countries, spanning the years 2003 to 2025. The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, which is a leading global source for labour statistics, compiled from national labour force surveys, household income surveys, establishment surveys, and administrative records. The dataset has been repackaged by Electric Sheep Europe into Parquet format for machine learning readiness. It includes columns such as country code, country name, data source, indicator code, indicator name, sex classification (total, male, female), age and education classifications, observation year, observed value, observation status flags, and relevant notes. The data is annual frequency, uses ILO-selected best source, and disaggregation columns are non-null only when the indicator publishes that breakdown. The dataset is suitable for tasks like tabular classification, tabular regression, and time-series forecasting.