electricsheepasia/asia-ilo-emp-pifl-sex-age-nb-employment-outside-the-formal-sector-by-sex-and-ag

这是一个关于亚洲非正规经济就业的统计数据集，包含按性别和年龄分组的就业人数（以千计）。数据集覆盖28个亚洲国家，时间跨度为2000年至2025年，共包含17,805个观察值，涵盖一个核心指标：EMP_PIFL_SEX_AGE_NB（按性别和年龄划分的非正规经济就业人数）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API获取并过滤到亚洲地区，使用国际劳工统计学家会议（ICLS）定义进行标准化处理。数据集包含多个列，如国家代码、国家名称、数据来源、指标代码、性别分类、年龄分类、观测年份、观测值等，适用于表格分类、回归和时间序列预测等机器学习任务。数据以年度频率发布，并经过质量控制和来源选择。This dataset contains statistical data on employment outside the formal sector in Asia, disaggregated by sex and age (in thousands). It covers 28 Asian countries from 2000 to 2025, with 17,805 observations and one core indicator: EMP_PIFL_SEX_AGE_NB (Employment outside the formal sector by sex and age). The data is sourced from the International Labour Organizations (ILO) ILOSTAT database, retrieved via REST API and filtered to Asia, and harmonized using International Conference of Labour Statisticians (ICLS) definitions. The dataset includes columns such as country code, country name, data source, indicator code, sex classification, age classification, observation year, observed value, etc., and is suitable for tabular classification, regression, and time-series forecasting tasks. Data is published at annual frequency with quality controls and source selection.