electricsheepasia/asia-ilo-emp-pifl-age-oc2-nb-employment-outside-the-formal-sector-by-age-and-oc

该数据集包含亚洲26个国家在2004年至2025年期间的非正规经济部门就业数据，共有16,088个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过ILOSTAT REST API获取并筛选亚洲国家代码。数据集的核心指标是EMP_PIFL_AGE_OC2_NB，即按年龄和职业（ISCO 2级）划分的非正规经济部门就业人数（以千计）。数据结构包括国家代码（ISO 3166-1 alpha-3）、国家名称、数据来源（如劳动力调查）、指标代码和标签、分类变量（如年龄组、职业分类）、观测年份、观测值、观测状态标志以及相关注释。数据为年度频率，ILO对原始调查微观数据进行了协调处理，使用国际劳工统计学家会议（ICLS）的定义，并在多来源情况下选择最佳来源。数据集由Electric Sheep Asia重新打包，旨在为亚洲提供统一的、适合机器学习的数据层。This dataset contains 16,088 observations of informal economy employment data across 26 Asian countries, spanning from 2004 to 2025. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via the ILOSTAT REST API and filtered to Asian ISO3 country codes. The primary indicator is EMP_PIFL_AGE_OC2_NB, which measures employment outside the formal sector by age and occupation at ISCO level 2 (in thousands). The schema includes columns for country code (ISO 3166-1 alpha-3), country name, data source (e.g., labour force survey), indicator code and label, classification variables (e.g., age group, occupation classification), observation year, observed value, observation status flags, and relevant notes. The data is annual frequency, with ILO harmonizing raw survey microdata using International Conference of Labour Statisticians (ICLS) definitions and selecting the best source when multiple sources exist for the same country-year combination. The dataset is repackaged by Electric Sheep Asia as part of a unified, ML-ready data layer for Asia on HuggingFace.