electricsheepasia/asia-ilo-emp-pifl-eco-ocu-nb-employment-outside-the-formal-sector-by-economic-a

该数据集包含亚洲27个国家在2000年至2025年期间关于非正规经济的62,195个观测数据，涵盖1个核心指标：按经济活动和职业划分的非正规部门外就业人数（千）（指标代码：EMP_PIFL_ECO_OCU_NB）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤至亚洲国家，涵盖了就业、经济活动、职业分类等维度。数据集包括国家代码、年份、观测值、数据来源、分类变量（如经济活动和技能水平）以及数据质量标记（如可靠性状态）等字段，适用于表格分类、回归和时间序列预测等任务。数据以年度频率提供，并经过ILO的标准化处理，确保与国际劳工统计学家会议（ICLS）定义一致。This dataset contains 62,195 observations of informal economy data across 27 Asia countries, spanning 2000–2025, covering 1 distinct indicator: Employment outside the formal sector by economic activity and occupation (thousands) (indicator code: EMP_PIFL_ECO_OCU_NB). The data is sourced from ILOSTAT, the ILOs central statistics database, retrieved via API and filtered to Asia ISO3 country codes. It includes dimensions such as employment, economic activity, occupation classification, with fields like country code, year, observed value, data source, classification variables (e.g., economic activity and skill level), and data quality flags (e.g., reliability status). The dataset is suitable for tabular classification, regression, and time-series forecasting tasks, provided at annual frequency and harmonized using ICLS definitions for consistency.