electricsheepasia/asia-ilo-emp-pifl-sex-oc2-rt-share-of-employment-outside-the-formal-sector-by-s

该数据集是一个关于亚洲地区非正规经济就业的表格型数据集，包含16,222个观测值，涵盖26个亚洲国家（如土耳其、越南、斯里兰卡等），时间跨度为2004年至2025年。核心指标为按性别和职业（ISCO 2级）划分的非正规经济就业比例（百分比），用于衡量各国非正规经济中的就业状况。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并经过亚洲国家筛选，包含详细的元数据，如国家代码、数据来源、性别分类（总计、男性、女性等）、观测年份、数值及质量标志（如可靠性状态）。数据集适用于表格分类、回归或时间序列预测任务，支持按国家、年份或指标进行过滤和分析，旨在为研究亚洲劳动力市场和非正规经济提供机器学习就绪的数据。This dataset is a tabular dataset on informal economy employment in Asia, containing 16,222 observations across 26 Asian countries (e.g., Turkey, Vietnam, Sri Lanka) from 2004 to 2025. The core indicator is Share of employment outside the formal sector by sex and occupation - ISCO level 2 (%), measuring employment in the informal economy. Data is sourced from the International Labour Organization (ILO) ILOSTAT database via API and filtered for Asian countries, with detailed metadata including country codes, data sources, sex disaggregation (total, male, female, other), observation years, values, and quality flags (e.g., reliability status). It is suitable for tabular classification, regression, or time-series forecasting tasks, supporting filtering by country, year, or indicator, and aims to provide machine learning-ready data for studying Asias labor market and informal economy.