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

该数据集包含亚洲23个国家从2000年至2025年的非正规经济部门就业数据，共11,908个观测值，重点关注按性别、城乡地区和婚姻状况细分的就业情况（单位：千人）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过API提取并过滤为亚洲国家，经过Electric Sheep Asia重新打包为机器学习就绪格式。数据集涵盖单一指标（EMP_PIFL_SEX_GEO_MTS_NB），提供国家代码、时间、观测值、数据来源、性别分类、地理分类和婚姻状况分类等字段，适用于表格分类、回归和时间序列预测等任务。数据以年频率发布，并包含数据质量标志和注释信息。This dataset contains 11,908 observations of informal economy employment data across 23 Asia countries, spanning 2000–2025, with a focus on employment outside the formal sector disaggregated by sex, rural/urban areas, and marital status (in thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, extracted via API and filtered to Asia ISO3 country codes, and repackaged by Electric Sheep Asia into a machine learning-ready format. It covers one primary indicator (EMP_PIFL_SEX_GEO_MTS_NB) and includes fields such as country code, time, observed value, data source, sex classification, geographic classification, and marital status classification, suitable for tabular classification, regression, and time-series forecasting tasks. The data is published at annual frequency and includes quality flags and notes.