electricsheepasia/asia-ilo-emp-nifl-sex-ocu-mts-nb-informal-employment-by-sex-occupation-and-marital

该数据集包含57,236个观测值，覆盖25个亚洲国家，时间跨度为2000年至2025年，主要指标为EMP_NIFL_SEX_OCU_MTS_NB，即按性别、职业和婚姻状况划分的非正规就业人数（以千计）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，由Electric Sheep Asia重新打包发布。数据集包含国家代码、国家名称、数据来源、指标代码、性别分类、职业分类、婚姻状况分类、观测年份、观测值、观测状态等多个字段，适用于表格分类、表格回归和时间序列预测等任务。数据以年度频率发布，部分指标可能存在多个数据来源，ILO选择最佳来源作为最终数据。数据集还提供了详细的数据质量说明和使用示例，方便用户进行数据分析和建模。This dataset contains 57,236 observations across 25 Asia countries, spanning from 2000 to 2025, with the primary indicator EMP_NIFL_SEX_OCU_MTS_NB — Informal employment by sex, occupation and marital status (in thousands). The data is sourced from the International Labour Organization (ILO) ILOSTAT database and repackaged by Electric Sheep Asia. The dataset includes fields such as country code, country name, data source, indicator code, sex classification, occupation classification, marital status classification, observation year, observed value, observation status, etc., suitable for tabular classification, tabular regression, and time-series forecasting tasks. The data is published at annual frequency, and for indicators with multiple sources for the same country and year, the ILO-selected best source is used. The dataset also provides detailed data quality notes and usage examples to facilitate data analysis and modeling.