electricsheepeurope/europe-ilo-emp-nifl-sex-oc2-rt-informal-employment-rate-by-sex-and-occupation-isc

该数据集包含关于欧洲非正规经济的27,050条观测数据，覆盖33个欧洲国家，时间跨度为2006年至2025年，涵盖1个具体指标：EMP_NIFL_SEX_OC2_RT，即按性别和职业（ISCO 2级）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统计数据库，通过其REST API获取，并过滤为欧洲国家。数据集包含详细的列结构，如国家代码（ISO 3166-1 alpha-3）、国家名称、数据来源代码和标签、指标代码和标签、性别分类（总计、男性、女性）、职业分类（ISCO-08 2级）、观测年份、观测值（百分比）、观测状态标志（如临时数据、不可靠数据）以及相关注释。数据按性别和职业进行细分，适用于表格分类、回归和时间序列预测等任务。数据集由Electric Sheep Europe重新打包，以Parquet格式发布，便于机器学习使用，遵循CC-BY-4.0许可。This dataset contains 27,050 observations of informal economy data across 33 Europe countries, spanning 2006–2025, covering 1 distinct indicator: EMP_NIFL_SEX_OC2_RT — Informal employment rate by sex and occupation - ISCO level 2 (%). The data is sourced from the International Labour Organizations (ILO) ILOSTAT database, retrieved via its REST API and filtered to European countries. It includes detailed columns such as country code (ISO 3166-1 alpha-3), country name, source code and label, indicator code and label, sex disaggregation (total, male, female), occupation classification (ISCO-08 level 2), observation year, observed value (percentage), observation status flags (e.g., provisional, unreliable), and related notes. The data is disaggregated by sex and occupation, suitable for tabular classification, regression, and time-series forecasting tasks. Repackaged by Electric Sheep Europe in Parquet format for machine learning readiness, released under CC-BY-4.0 license.