electricsheepasia/asia-ilo-ees-tees-eco-ocu-nb-employees-by-economic-activity-and-occupation-thou

该数据集包含来自国际劳工组织（ILO）ILOSTAT数据库的按经济活动和职业划分的员工数（千）数据，专门针对亚洲地区。数据集涵盖了37个亚洲国家从1996年至2025年的176,729个观测值，聚焦于一个核心指标：EES_TEES_ECO_OCU_NB，即按经济活动和职业分类的员工数量（以千计）。数据通过ILOSTAT REST API获取，并经过协调处理，使用国际劳工统计学家会议（ICLS）定义，确保一致性。数据集包含多列信息，如国家代码、国家名称、数据来源、指标代码、分类变量（如经济活动和职业）、观察年份、观测值、观测状态以及相关注释。数据质量方面，数据为年度频率，ILO会选择最佳来源处理多源数据，分类列仅在指标发布细分数据时非空。该数据集由Electric Sheep Asia重新打包，旨在为亚洲提供统一的、机器学习就绪的数据层，方便研究人员和开发者快速使用。This dataset contains Employees by economic activity and occupation (thousands) data from the International Labour Organization (ILO) ILOSTAT database, specifically for Asia. It includes 176,729 observations across 37 Asian countries spanning from 1996 to 2025, focusing on one key indicator: EES_TEES_ECO_OCU_NB, which represents the number of employees (in thousands) classified by economic activity and occupation. The data is pulled directly from the ILOSTAT REST API and harmonized using International Conference of Labour Statisticians (ICLS) definitions for consistency. The dataset features multiple columns such as country code, country name, data source, indicator code, classification variables (e.g., economic activity and occupation), observation year, observed value, observation status, and related notes. In terms of data quality, the data is annual frequency, with ILO selecting the best source when multiple sources exist for the same country-year, and disaggregation columns are non-null only when the indicator publishes breakdowns. Repackaged by Electric Sheep Asia, this dataset is part of a unified, ML-ready data layer for Asia, designed to facilitate quick usage by researchers and developers.