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

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20,490个观测值。核心指标为“按性别、企业规模和婚姻状况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API提取并过滤为亚洲国家。数据集提供了详细的分类变量，包括性别（总计、男性、女性）、企业规模（总计）和婚姻状况（总计），并包含国家代码、年份、观测值、数据状态和来源注释等字段。数据以年度频率发布，经过ILO的标准化处理，适用于表格分类、回归和时间序列预测等任务。数据集由Electric Sheep Asia重新打包为Parquet格式，便于机器学习使用。This dataset contains 20,490 observations of informal economy employment data across 23 Asia countries, spanning from 2000 to 2025. The key indicator is Share of employment outside the formal sector by sex, establishment size and marital status (%), sourced from the International Labour Organization (ILO) ILOSTAT database via API and filtered for Asian countries. It includes disaggregation dimensions such as sex (total, male, female), establishment size (total), and marital status (total), with fields for country codes, year, observed values, data status flags, and source notes. The data is published at annual frequency, harmonized by ILO standards, and suitable for tabular classification, regression, and time-series forecasting tasks. Repackaged by Electric Sheep Asia into Parquet format for machine learning readiness.