electricsheepasia/asia-ilo-emp-pifl-sex-nb-employment-outside-the-formal-sector-by-sex-thousa

该数据集包含亚洲28个国家在2000年至2025年期间按性别划分的非正规部门就业人数（以千计）的统计数据，共644个观测值，涵盖1个核心指标（EMP_PIFL_SEX_NB）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，经过统一处理，并包含国家代码、年份、性别分类（总计、男性、女性等）、观测值、数据来源和质量标志等字段。数据集旨在提供亚洲地区非正规经济就业的标准化时间序列数据，适用于表格分类、回归和时间序列预测等机器学习任务。This dataset contains 644 observations of informal economy data across 28 Asia countries, spanning 2000–2025, covering 1 distinct indicator (EMP_PIFL_SEX_NB: Employment outside the formal sector by sex in thousands). Sourced from ILOSTAT, the ILOs central statistics database, it includes harmonized data on employment outside the formal sector, with fields such as country codes, year, sex disaggregation (total, male, female), observed values, source labels, and quality flags. It is designed for tabular classification, regression, and time-series forecasting tasks, providing standardized labor statistics for Asia.