electricsheepasia/asia-ilo-emp-pifl-sex-age-edu-nb-employment-outside-the-formal-sector-by-sex-age-an

该数据集包含105,624个观测值，涉及亚洲27个国家的非正规经济数据，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、年龄和教育程度划分的非正规部门就业人数（千人）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API获取并过滤为亚洲国家。数据集包括国家代码、来源、指标、性别、年龄、教育程度分类、观测年份、观测值等列，并提供了数据质量说明，如年度频率、最佳来源选择等。数据集旨在为研究人员和开发者提供机器学习就绪的亚洲劳动力市场数据，重点关注非正规就业。This dataset contains 105,624 observations of informal economy data across 27 Asia countries, spanning 2000–2025, covering 1 distinct indicator: Employment outside the formal sector by sex, age and education (thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via REST API and filtered to Asia ISO3 country codes. It includes columns such as country code, source, indicator, sex, age, education classifications, observation year, observed value, and data quality notes (e.g., annual frequency, best source selection). The dataset is designed to provide machine learning-ready labor market data for Asia, with a focus on informal employment.