electricsheepeurope/europe-ilo-emp-nifl-age-oc2-nb-informal-employment-by-age-and-occupation-isco-lev

该数据集包含欧洲33个国家2006年至2025年间的非正规就业数据，重点关注按年龄和职业（ISCO 2级分类）划分的非正规就业情况（以千人为单位）。数据源自国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并经过过滤处理，涵盖25,428个观测值和1个核心指标（EMP_NIFL_AGE_OC2_NB）。数据集为表格格式，包含国家代码、年份、指标值、数据来源、分类变量（如年龄组和职业类别）以及数据质量注释等列，适用于表格分类、回归和时间序列预测等机器学习任务。数据由Electric Sheep Europe重新包装，以Parquet格式发布，便于使用Hugging Face的`load_dataset`函数直接加载和分析。This dataset contains informal employment data for 33 European countries from 2006 to 2025, focusing on informal employment by age and occupation (ISCO level 2) in thousands. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and filtered for Europe, with 25,428 observations and one core indicator (EMP_NIFL_AGE_OC2_NB). The dataset is in tabular format, including columns for country codes, years, indicator values, data sources, classification variables (e.g., age groups and occupation categories), and data quality notes, suitable for machine learning tasks such as tabular classification, regression, and time-series forecasting. It is repackaged by Electric Sheep Europe in Parquet format, allowing easy loading and analysis via Hugging Faces `load_dataset` function.