electricsheepasia/asia-ilo-emp-nifl-sex-ocu-rt-informal-employment-rate-by-sex-and-occupation

该数据集包含亚洲27个国家从2000年至2025年的非正规就业数据，共有9,149条观测记录，覆盖1个独特指标：按性别和职业划分的非正规就业率（EMP_NIFL_SEX_OCU_RT）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并过滤为亚洲国家。数据集包括国家代码、国家名称、数据来源、指标代码、性别分类（总计、男性、女性等）、观测年份、观测值（百分比）、观测状态等字段。数据以年度频率发布，并提供了数据质量说明，如使用ILO选择的“最佳来源”和处理数据中断情况。数据集适用于表格分类、回归和时间序列预测任务，旨在支持机器学习和研究使用，由Electric Sheep Asia重新打包并发布在HuggingFace平台上，采用CC-BY-4.0许可证。This dataset contains 9,149 observations of informal economy data across 27 Asia countries, spanning 2000–2025, covering 1 distinct indicator: Informal employment rate by sex and occupation (%). The data is sourced from ILOSTAT, the ILOs central statistics database, pulled via API and filtered to Asia ISO3 country codes. It includes fields such as country code, country name, source, indicator code, sex disaggregation (total, male, female, etc.), observation year, observed value (percentage), observation status, and more. The data is annual frequency, with quality caveats like using the ILO-selected best source and handling breaks in series. It is repackaged by Electric Sheep Asia for ML-ready use on HuggingFace, under the CC-BY-4.0 license.