electricsheepeurope/europe-ilo-emp-nifl-sex-ocu-edu-nb-informal-employment-by-sex-occupation-and-educatio

该数据集包含欧洲35个国家的非正规经济数据，具体为按性别、职业和教育划分的非正规就业（千人数）指标（EMP_NIFL_SEX_OCU_EDU_NB）。数据涵盖2003年至2025年，共有91,293个观察值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API提取并过滤到欧洲国家代码，使用ICLS定义进行标准化。数据集包括国家代码、国家名称、来源代码、指标代码、性别分类（总计、男性、女性）、职业和教育的分类变量、观测年份、观测值、观测状态等列。数据以年度频率发布，并包含数据质量说明，如使用最佳来源和分类列的非空条件。This dataset contains informal economy data for 35 European countries, specifically the indicator for informal employment by sex, occupation and education (thousands) (EMP_NIFL_SEX_OCU_EDU_NB). It spans from 2003 to 2025 with a total of 91,293 observations. The data is sourced from the International Labour Organization (ILO)s ILOSTAT database, extracted via REST API and filtered to European country codes, harmonized using ICLS definitions. The dataset includes columns such as country code, country name, source code, indicator code, sex disaggregation (total, male, female), classification variables for occupation and education, observation year, observed value, observation status, and more. The data is published at annual frequency and includes data quality notes, such as the use of the best source and non-null conditions for disaggregation columns.