electricsheepasia/asia-ilo-emp-pifl-sex-eco-mts-nb-employment-outside-the-formal-sector-by-sex-econom

这是一个关于亚洲国家非正规经济就业的统计数据集，包含49,181个观测值，覆盖26个亚洲国家，时间跨度为2000年至2025年。数据集主要指标为EMP_PIFL_SEX_ECO_MTS_NB，即按性别、经济活动和婚姻状况分类的非正规经济就业人数（以千计）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API提取并经过标准化处理，包含国家代码、指标、性别分类、经济活动分类、婚姻状况分类、观测年份、观测值等列。数据集适用于表格分类、回归和时间序列预测等任务，专注于亚洲地区的劳动就业统计。This dataset contains 49,181 observations of informal economy employment data across 26 Asia countries, spanning 2000–2025, covering the indicator EMP_PIFL_SEX_ECO_MTS_NB (Employment outside the formal sector by sex, economic activity and marital status in thousands). The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, and is harmonized using ICLS definitions. It includes columns such as country codes, indicator codes, sex disaggregation, economic activity and marital status classifications, observation year, and observed values. The dataset is repackaged by Electric Sheep Asia for ML-ready use and is suitable for tabular classification, regression, and time-series forecasting tasks related to labor statistics in Asia.