electricsheepasia/asia-ilo-emp-nifl-sex-ec2-rt-informal-employment-rate-by-sex-and-economic-activ

该数据集包含了关于亚洲非正规就业率的统计数据，具体为按性别和经济活动划分的非正规就业率 - ISIC 2级分类（百分比）。数据集涵盖27个亚洲国家，时间跨度为2004年至2025年，共包含30,237个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，这是全球劳动力统计的主要来源，通过ILOSTAT REST API获取并过滤为亚洲国家。数据集包含一个核心指标（EMP_NIFL_SEX_EC2_RT），用于衡量非正规就业率，并按性别（如总计、男性、女性）和经济活动分类进行细分。数据以表格形式存储，包括国家代码、年份、观测值、数据来源和质量标志等列。该数据集适用于表格分类、回归和时间序列预测等机器学习任务，旨在为研究人员和开发者提供标准化、ML-ready的亚洲劳动力市场数据。This dataset contains 30,237 observations of Informal economy data across 27 Asia countries, spanning 2004–2025, covering 1 distinct indicator: Informal employment rate by sex and economic activity - ISIC level 2 (%). The data is sourced from the International Labour Organization (ILO) ILOSTAT database, a leading global source for labour statistics, retrieved via the ILOSTAT REST API and filtered to Asia ISO3 country codes. It includes detailed disaggregation by sex (e.g., total, male, female) and economic activity classification, with columns for country codes, year, observed values, data sources, and quality flags. The dataset is designed for tabular classification, regression, and time-series forecasting tasks, providing a normalized, ML-ready data layer for Asian labour market analysis.