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

该数据集包含亚洲非正规部门就业的统计数据，具体指标为按性别、年龄和职业划分的非正规部门就业人数（千）。数据集涵盖27个亚洲国家，时间跨度为2000年至2025年，共包含89,913个观测值。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API提取并过滤至亚洲地区。数据集提供详细的列结构，包括国家代码、指标代码、性别分类（总计、男性、女性等）、年龄分类、职业分类、观测年份、观测值（单位：千）以及数据质量标志（如可靠性状态）。数据经过ILO harmonisation处理，使用国际劳工统计学家会议（ICLS）定义，并标注来源以便追溯。该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 contains statistical data on employment outside the formal sector in Asia, specifically the indicator Employment outside the formal sector by sex, age and occupation (thousands). It covers 27 Asian countries from 2000 to 2025, with 89,913 observations. The data is sourced from the International Labour Organization (ILO) ILOSTAT database, extracted via API and filtered to Asia. The dataset provides detailed column structures, including country codes, indicator codes, sex disaggregation (total, male, female, etc.), age classification, occupation classification, observation year, observed values (in thousands), and data quality flags (e.g., reliability status). The data is harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions, with sources flagged for traceability. This dataset is suitable for tabular classification, regression, and time-series forecasting tasks, aiming to provide machine learning-ready data for studying Asias labor market and informal economy.