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

该数据集包含欧洲35个国家从2003年至2025年的非正规就业统计数据，共有9,543个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，核心指标为EMP_NIFL_SEX_EDU_NB，即按性别和教育程度划分的非正规就业人数（以千计）。数据集提供了国家代码、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）、教育程度分类、观测年份、观测数值、数据状态标志以及相关注释等信息。数据按年度频率发布，并经过ILO的标准化处理，采用国际劳工统计学家会议（ICLS）的定义进行统一。数据集适用于表格分类、回归和时间序列预测等任务，可用于分析欧洲各国非正规就业的性别和教育差异及其随时间的变化趋势。This dataset contains informal employment statistics for 35 European countries from 2003 to 2025, with 9,543 observations. The data is sourced from the International Labour Organizations (ILO) ILOSTAT database, with the core indicator being EMP_NIFL_SEX_EDU_NB, which measures informal employment by sex and education (in thousands). The dataset includes columns for country code, country name, data source, indicator code, indicator name, sex disaggregation (total, male, female), education classification, observation year, observed value, data status flags, and related notes. The data is published at annual frequency and harmonized by the ILO using International Conference of Labour Statisticians (ICLS) definitions. It is suitable for tasks such as tabular classification, regression, and time-series forecasting, enabling analysis of gender and educational disparities in informal employment across Europe over time.