electricsheepasia/asia-ilo-ear-ehrg-sex-age-nb-gini-index-of-hourly-earnings-of-employees-by-sex

该数据集包含亚洲25个国家（如印度尼西亚、菲律宾、土耳其等）从1996年至2025年关于收入与薪酬不平等的5270个观测值，核心指标为按性别和年龄划分的员工小时收入基尼指数（EAR_EHRG_SEX_AGE_NB）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过REST API获取并过滤至亚洲国家，涵盖就业、工资等劳动统计领域。数据集以表格形式提供，包括国家代码、年份、性别分类、年龄分类、观测值等列，适用于表格分类、回归和时间序列预测任务。数据经过ILO的标准化处理，使用国际劳工统计学家会议（ICLS）定义，并标注了数据来源和质量状态，如观测状态标志（例如临时数据、不可靠数据）。数据集由Electric Sheep Asia重新打包发布，采用CC-BY-4.0许可，旨在为亚洲地区提供机器学习就绪的数据层。

This dataset contains 5,270 observations of Income and pay inequality data across 25 Asia countries, spanning 1996–2025, covering 1 distinct indicator: Gini index of hourly earnings of employees by sex and age (EAR_EHRG_SEX_AGE_NB). The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, which harmonizes labor statistics using ICLS definitions. It includes tabular data with columns such as country code, year, sex disaggregation, age classification, observed value, and data quality flags. The dataset is repackaged by Electric Sheep Asia for ML-ready use, under a CC-BY-4.0 license, and is suitable for tabular classification, regression, and time-series forecasting tasks.