electricsheepasia/asia-ilo-emp-pifl-sex-age-edu-rt-share-of-employment-outside-the-formal-sector-by-s

该数据集包含亚洲27个国家在2000年至2025年间的非正规经济就业数据，具体指标为按性别、年龄和教育程度划分的正式部门外就业比例（%）。数据集共有98,633个观察值，来源于国际劳工组织（ILO）的ILOSTAT数据库，通过REST API直接获取并过滤到亚洲国家。数据经过ILO的统计部门使用国际劳工统计学家会议（ICLS）定义进行标准化处理，确保一致性和可追溯性。数据集涵盖多个维度，包括国家代码、国家名称、数据来源、指标代码、指标名称、性别分类（总计、男性、女性、其他）、年龄分类、教育程度分类、观察年份、观察值、观察状态及相关注释。数据以年度频率发布，适用于表格分类、回归分析和时间序列预测等任务。用户可以通过HuggingFace的datasets库加载数据，并进行筛选、时间序列分析和数据透视等操作。数据集遵循CC-BY-4.0许可证，使用时需引用原始来源和Electric Sheep Asia的重新打包。This dataset contains 98,633 observations of informal economy data across 27 Asia countries, spanning 2000–2025, covering the indicator Share of employment outside the formal sector by sex, age and education (%). It is sourced from ILOSTAT, the ILOs central statistics database, which harmonizes data using International Conference of Labour Statisticians (ICLS) definitions. The data includes disaggregation by sex (total, male, female, other), age, education, and other dimensions, with annual frequency and quality flags. It is repackaged by Electric Sheep Asia for machine learning readiness, suitable for tabular classification, regression, and time-series forecasting tasks, and is released under the CC-BY-4.0 license.