electricsheepeurope/europe-ilo-emp-nifl-sex-age-edu-rt-informal-employment-rate-by-sex-age-and-education

该数据集包含115,052个观测值，涵盖35个欧洲国家从2003年至2025年的非正规就业统计数据。核心指标为EMP_NIFL_SEX_AGE_EDU_RT，即按性别、年龄和教育划分的非正规就业率（百分比）。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。数据集提供了详细的分类维度，包括性别（总计、男性、女性）、年龄组和教育水平分类。数据结构包含国家代码、指标代码、分类变量、观测年份、观测值及数据质量标志等列。数据以年度频率发布，经过ILO的标准化处理，使用国际劳工统计学家会议（ICLS）的定义进行协调。数据集由Electric Sheep Europe重新打包，旨在为欧洲提供统一的、适合机器学习的数据层。This dataset contains 115,052 observations of informal employment statistics across 35 European countries spanning 2003–2025. The core indicator is EMP_NIFL_SEX_AGE_EDU_RT, representing the informal employment rate by sex, age and education (%). Data is sourced from the International Labour Organizations (ILO) ILOSTAT database, retrieved via its REST API and filtered to European countries. The dataset provides detailed disaggregation dimensions including sex (total, male, female), age groups, and education levels. The schema includes columns for country codes, indicator codes, classification variables, observation year, observed values, and data quality flags. Data is published at annual frequency, harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions. The dataset is repackaged by Electric Sheep Europe as part of a unified, ML-ready data layer for Europe on HuggingFace.