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

该数据集包含亚洲26个国家从2000年至2025年关于非正规经济（即非正规部门就业）的4,415个观测值。数据集核心指标为EMP_PIFL_SEX_MTS_NB，表示按性别和婚姻状况划分的非正规部门就业人数（千）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过其REST API获取并过滤为亚洲国家。数据集包含详细的列结构，如国家代码（ref_area）、国家名称、数据来源代码和标签、指标代码和标签、性别分类（SEX_T总计、SEX_M男性、SEX_F女性）、婚姻状况分类（classif1）、观测年份（time）、观测值（obs_value）、观测状态标志等。数据按年度频率提供，涵盖了土耳其、塞浦路斯、斯里兰卡、蒙古、越南、巴基斯坦、印度、泰国、文莱、约旦、巴勒斯坦、孟加拉国、印度尼西亚、亚美尼亚、缅甸等26个亚洲国家。数据集旨在为研究亚洲非正规劳动力市场提供机器学习就绪的数据层，由Electric Sheep Asia重新打包并发布。This dataset contains 4,415 observations on informal economy (i.e., employment outside the formal sector) across 26 Asian countries from 2000 to 2025. The core indicator is EMP_PIFL_SEX_MTS_NB, which stands for Employment outside the formal sector by sex and marital status (thousands). The data is sourced from the International Labour Organizations (ILO) ILOSTAT database, retrieved via its REST API and filtered for Asian countries. The dataset includes detailed column structures such as country code (ref_area), country name, source code and label, indicator code and label, sex disaggregation (SEX_T total, SEX_M male, SEX_F female), marital status classification (classif1), observation year (time), observed value (obs_value), observation status flag, etc. Data is provided at annual frequency and covers 26 Asian countries including Turkey, Cyprus, Sri Lanka, Mongolia, Vietnam, Pakistan, India, Thailand, Brunei, Jordan, Palestine, Bangladesh, Indonesia, Armenia, Myanmar, among others. The dataset aims to provide a machine-learning-ready data layer for studying informal labor markets in Asia, repackaged and published by Electric Sheep Asia.