electricsheepasia/asia-ilo-emp-nifl-sex-eco-ins-rt-informal-employment-rate-by-sex-economic-activity

该数据集包含亚洲26个国家（2006年至2025年）的40,652个观测值，聚焦于非正规经济领域，具体指标为按性别、经济活动和公共/私营部门划分的非正规就业率（%）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤为亚洲国家。数据集涵盖国家代码、数据来源、指标代码、性别分类（如总计、男性、女性）、经济活动分类、机构部门分类、观测年份、观测值及其状态标志等列，适用于表格分类、回归和时间序列预测等任务。数据以年度频率发布，并包含数据质量说明，如使用ILO选择的最佳来源，且分类列仅在指标发布细分数据时非空。This dataset contains 40,652 observations of informal economy data across 26 Asia countries, spanning 2006–2025, covering one distinct indicator: Informal employment rate by sex, economic activity and public/private sector (%). Sourced from the ILOSTAT database of the International Labour Organization (ILO), the data is retrieved via API and filtered to Asian countries. It includes columns such as country code, data source, indicator code, sex disaggregation (e.g., total, male, female), economic activity classification, institutional sector classification, observation year, observed value, and status flags. Suitable for tabular classification, regression, and time-series forecasting tasks, the data is published at annual frequency and comes with quality caveats, such as the use of ILO-selected best source and non-null disaggregation columns only when breakdowns are published.