electricsheepeurope/europe-ilo-emp-nifl-sex-mts-rt-informal-employment-rate-by-sex-and-marital-status

该数据集包含了欧洲34个国家从2003年至2025年的非正规就业率数据，具体按性别和婚姻状况进行划分。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过其REST API获取并过滤为欧洲国家。数据集包含12,766个观测值，涵盖一个核心指标：EMP_NIFL_SEX_MTS_RT（按性别和婚姻状况划分的非正规就业率百分比）。数据列包括国家代码、国家名称、数据来源、指标代码、指标标签、性别分类（总计、男性、女性）、婚姻状况分类、观测年份、观测值、观测状态等字段。数据以年度频率提供，经过ILO的标准化处理，确保与国际劳工统计学家会议（ICLS）定义一致。该数据集适用于表格分类、回归和时间序列预测等任务，旨在为研究欧洲劳动力市场、非正规经济趋势提供机器学习就绪的数据支持。This dataset contains informal employment rate data for 34 European countries from 2003 to 2025, disaggregated by sex and marital status. The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via its REST API and filtered to European country codes. It includes 12,766 observations covering one key indicator: EMP_NIFL_SEX_MTS_RT (Informal employment rate by sex and marital status, in percentage). The schema comprises columns such as country code, country name, data source, indicator code, indicator label, sex classification (total, male, female), marital status classification, observation year, observed value, observation status, and more. The data is provided at annual frequency, harmonized by ILO following International Conference of Labour Statisticians (ICLS) definitions. This dataset is suitable for tabular classification, regression, and time-series forecasting tasks, offering a machine learning-ready resource for studying labor market trends and informal economy dynamics in Europe.