electricsheepasia/asia-ilo-emp-nifl-sex-ocu-ins-nb-informal-employment-by-sex-occupation-and-public-p

该数据集是一个表格数据集，专注于亚洲国家的非正规就业统计。它包含21,167个观测值，覆盖25个亚洲国家，时间范围为2006年至2025年。数据集的核心指标是EMP_NIFL_SEX_OCU_INS_NB，即按性别、职业和公共/私营部门划分的非正规就业人数（以千人为单位）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并经过标准化处理，包括国家代码、数据来源、指标分类、性别维度、时间年份和观测值等列。数据集适用于表格分类、回归和时间序列预测等任务，旨在为研究亚洲劳动力市场和非正规经济提供机器学习就绪的数据。This dataset is a tabular dataset focusing on informal employment statistics for Asian countries. It contains 21,167 observations across 25 Asian countries, spanning the years 2006 to 2025. The core indicator is EMP_NIFL_SEX_OCU_INS_NB, which represents informal employment by sex, occupation, and public/private sector in thousands. The data is sourced from the International Labour Organizations (ILO) ILOSTAT database, retrieved via API and normalized, including columns for country codes, data sources, indicator classifications, gender dimensions, time years, and observed values. The dataset is suitable for tasks such as tabular classification, regression, and time-series forecasting, designed to provide machine learning-ready data for studying Asias labor market and informal economy.