electricsheepeurope/europe-ilo-emp-nifl-sex-age-dsb-rt-informal-employment-rate-by-sex-age-and-disability

该数据集名为“按性别、年龄和残疾状况划分的非正规就业率（%）| 欧洲（ILOSTAT）”，是一个关于欧洲非正规就业率的表格数据集。它包含25,348个观测值，覆盖31个欧洲国家，时间跨度为2007年至2025年，核心指标为“按性别、年龄和残疾状况划分的非正规就业率（%）”。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数据，采用国际劳工统计学家会议（ICLS）定义进行标准化。数据集包含多个字段，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）、年龄分类、残疾状况分类、观测年份、观测值、观测状态标志等。数据集可用于表格分类、回归和时间序列预测任务，适用于劳动力市场分析、经济研究等领域。数据以年度频率发布，部分数据可能带有“临时”或“不可靠”等状态标志。数据集由Electric Sheep Europe重新打包，以Parquet格式发布，便于机器学习使用。This dataset, named Informal employment rate by sex, age and disability status (%) | Europe (ILOSTAT), is a tabular dataset focusing on informal employment rates in Europe. It contains 25,348 observations across 31 European countries, spanning from 2007 to 2025, with a core indicator of Informal employment rate by sex, age and disability status (%). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and filtered for European country codes, and harmonized using International Conference of Labour Statisticians (ICLS) definitions. The dataset includes multiple fields such as country code, country name, data source, indicator code, sex disaggregation (total, male, female), age classification, disability status classification, observation year, observed value, observation status flags, and more. It is designed for tabular classification, regression, and time-series forecasting tasks, suitable for labor market analysis and economic research. Data is published at annual frequency, with some observations flagged as provisional or unreliable. The dataset is repackaged by Electric Sheep Europe in Parquet format for machine learning readiness.