electricsheepasia/asia-ilo-emp-pifl-sex-ocu-rt-share-of-employment-outside-the-formal-sector-by-s

该数据集包含亚洲27个国家在2000年至2025年间关于非正规经济的8,778条观测数据，核心指标为按性别和职业划分的非正规部门就业比例（%）。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。数据集提供了详细的列结构，包括国家代码、国家名称、数据来源、指标代码、性别分类、观测年份、观测值、观测状态等字段。数据涵盖了不同性别（总计、男性、女性）和职业技能水平的分类，适用于表格分类、回归和时间序列预测等任务。数据集采用CC-BY-4.0许可，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 8,778 observations of informal economy data across 27 Asia countries, spanning 2000–2025, with a core indicator of Share of employment outside the formal sector by sex and occupation (%). The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via API and filtered to Asia country codes. The dataset provides a detailed schema including columns for country code, country name, data source, indicator code, sex disaggregation, observation year, observed value, observation status, and more. It covers disaggregation by sex (total, male, female) and occupation skill level, and is suitable for tabular classification, regression, and time-series forecasting tasks. The dataset is released under the CC-BY-4.0 license and repackaged by Electric Sheep Asia as part of a unified, ML-ready data layer for Asia on HuggingFace.