electricsheepeurope/europe-ilo-emp-pifl-age-ec2-rt-share-of-employment-outside-the-formal-sector-by-a

该数据集包含来自ILOSTAT（国际劳工组织统计数据库）的非正规部门外就业份额（按年龄和经济活动划分，ISIC 2级）数据，专注于欧洲地区。它包含2588个观测值，涵盖3个欧洲国家（波斯尼亚和黑塞哥维那、北马其顿、塞尔维亚），时间跨度为2006年至2025年，涉及一个核心指标：EMP_PIFL_AGE_EC2_RT，该指标表示按年龄组（如15岁以上）和经济活动（ISIC修订版4，2位数级别）划分的非正规部门外就业百分比。数据集为表格格式，包括列如国家代码、年份、观测值、数据来源、分类变量（年龄和经济活动）以及数据质量标志（如不可靠性说明）。数据来自国家劳动力调查等来源，并经过ILO harmonization处理，适用于时间序列预测、表格分类或回归等机器学习任务。数据集由Electric Sheep Europe重新打包，以Parquet格式提供，便于通过HuggingFace的`load_dataset`加载。This dataset contains Share of employment outside the formal sector by age and economic activity - ISIC level 2 data from ILOSTAT (ILOs central statistics database), focusing on Europe. It includes 2,588 observations across 3 European countries (Bosnia and Herzegovina, North Macedonia, Serbia), spanning 2006–2025, with one core indicator: EMP_PIFL_AGE_EC2_RT, which represents the percentage of employment outside the formal sector disaggregated by age groups (e.g., 15+) and economic activity (ISIC Rev.4, 2-digit level). The dataset is in tabular format, with columns such as country code, year, observed value, data source, classification variables (age and economic activity), and data quality flags (e.g., unreliability notes). Data is sourced from national labour force surveys and harmonized by the ILO, suitable for machine learning tasks like time-series forecasting, tabular classification, or regression. Repackaged by Electric Sheep Europe in Parquet format for easy loading via HuggingFaces `load_dataset`.