electricsheepasia/asia-ilo-emp-pifl-sex-edu-geo-rt-share-of-employment-outside-the-formal-sector-by-s

该数据集包含了亚洲地区23个国家从2000年至2025年关于非正规经济就业比例的统计数据，共计19,777条观测记录。核心指标为按性别、教育程度和城乡地区划分的非正规部门就业比例（%）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过其REST API获取，并经过过滤仅包含亚洲国家。数据集提供了多维度的分类信息，包括性别（总计、男性、女性、其他）、教育程度（汇总总计）和地区类型（全国）。每条记录包含国家代码、国家名称、数据来源、指标代码、指标名称、分类变量、观测年份、观测值、数据状态标志以及相关注释。数据以年度频率发布，并包含了数据质量说明，如当同一国家-年份存在多个数据源时，采用ILO选定的最佳来源。数据集由Electric Sheep Asia重新打包，旨在为亚洲地区提供统一、机器学习就绪的数据层，方便研究人员和开发者快速使用。This dataset contains statistical data on the share of employment in the informal economy across 23 Asian countries from 2000 to 2025, totaling 19,777 observational records. The core indicator is the share of employment in the informal sector (%) disaggregated by gender, educational attainment, and urban-rural region. The data was sourced from the ILOSTAT database of the International Labour Organization (ILO), obtained via its REST API, and filtered to only include entries for Asian nations. The dataset provides multi-dimensional classification information, including gender (total, male, female, other), educational attainment (total aggregate), and regional category (national). Each record contains country code, country name, data source, indicator code, indicator name, classification variables, observation year, observed value, data status flag, and relevant annotations. The data is released at an annual frequency and includes data quality notes, such as adopting the best source selected by the ILO when multiple data sources exist for the same country-year pair. The dataset was repackaged by Electric Sheep Asia, with the goal of providing a unified, machine learning-ready data layer for the Asian region to enable rapid access and utilization by researchers and developers.