electricsheepeurope/europe-ilo-emp-nifl-sex-ste-rt-informal-employment-rate-by-status-in-employment-b

该数据集包含欧洲34个国家从2003年至2025年的非正规就业率数据，具体按就业状态和性别分列。数据集共有12,992个观察值，涵盖1个核心指标：EMP_NIFL_SEX_STE_RT（按就业状态分列的非正规就业率，按性别百分比）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API获取，并经过标准化处理，使用ICLS（国际劳工统计学家会议）定义进行协调。数据集包括国家代码、国家名称、数据来源、指标代码、指标标签、性别分类、时间年份、观测值、观测状态等列，支持表格分类、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ILO选择的最佳来源和处理缺失分类列的情况。This dataset contains informal employment rate data for 34 European countries from 2003 to 2025, disaggregated by status in employment and sex. It includes 12,992 observations and covers one core indicator: EMP_NIFL_SEX_STE_RT (Informal employment rate by status in employment, by sex, in percentage). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via REST API and harmonized using ICLS (International Conference of Labour Statisticians) definitions. The dataset features columns such as country code, country name, data source, indicator code, indicator label, sex classification, time year, observed value, observation status, and more, supporting tasks like tabular classification, regression, and time-series forecasting. Data is published at annual frequency and includes quality caveats, such as the use of ILO-selected best source and handling of null disaggregation columns.