electricsheepasia/asia-ilo-emp-pifl-sex-est-nb-employment-outside-the-formal-sector-by-sex-and-es

该数据集包含亚洲25个国家的3,398个观察值，涉及非正规经济数据，时间跨度为2000年至2025年，涵盖1个独特指标。具体指标为“按性别和企业规模划分的非正规部门就业（千人）”。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过ILOSTAT REST API直接获取，并过滤为亚洲国家代码。数据集包括国家代码、国家名称、数据来源、指标代码、性别分类、企业规模分类、观测年份、观测值、观测状态及相关注释等字段。数据以年度频率发布，经过ILO的标准化处理，适用于表格分类、回归和时间序列预测等任务。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。This dataset contains 3,398 observations of informal economy data across 25 Asia countries, spanning from 2000 to 2025, covering 1 distinct indicator. The specific indicator is Employment outside the formal sector by sex and establishment size (thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, pulled directly from the ILOSTAT REST API and filtered to Asia ISO3 country codes. It includes fields such as country code, country name, source code, indicator code, sex disaggregation, establishment size classification, observation year, observed value, observation status, and related notes. The data is published at an annual frequency and harmonized by ILO, suitable for tasks like tabular classification, regression, and time-series forecasting. The dataset is repackaged by Electric Sheep Asia as part of a unified, ML-ready data layer for Asia on HuggingFace.