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

该数据集包含54,502个观测值，涉及亚洲25个国家的非正规经济数据，时间跨度为2000年至2025年，覆盖1个核心指标：按性别、职业和婚姻状况划分的非正规部门就业人数（以千计）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤为亚洲国家。数据集包含结构化列，如国家代码、来源、指标、性别分类、职业和婚姻状况分类、观测年份、观测值及数据质量标志等，适用于表格分类、回归和时间序列预测等任务。数据已由Electric Sheep Asia重新打包，以方便机器学习使用。This dataset contains 54,502 observations of informal economy data across 25 Asia countries, spanning from 2000 to 2025, covering 1 distinct indicator: Employment outside the formal sector by sex, occupation and marital status (in thousands). The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via API and filtered to Asia country codes. It includes structured columns such as country code, source, indicator, sex disaggregation, occupation and marital status classifications, observation year, observed value, and data quality flags, making it suitable for tasks like tabular classification, regression, and time-series forecasting. The dataset has been repackaged by Electric Sheep Asia for machine learning readiness.