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

该数据集包含亚洲地区按性别、职业和教育划分的非正规就业率数据，涵盖26个亚洲国家，时间跨度为2000年至2025年，共88,132个观测值。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。主要指标为EMP_NIFL_SEX_OCU_EDU_RT，表示非正规就业率（百分比）。数据集包含多个列，如国家代码、指标代码、性别分类（如总计、男性、女性）、职业分类、教育分类、年份、观测值及数据状态等，适用于表格分类、回归和时间序列预测任务。数据以CC BY 4.0许可证发布，由Electric Sheep Asia重新打包，便于机器学习使用。This dataset contains informal employment rate data for Asia, disaggregated by gender, occupation and education, covering 26 Asian countries with a time span from 2000 to 2025, totaling 88,132 observations. The data is sourced from the ILOSTAT database of the International Labour Organization (ILO), retrieved via API and filtered to retain only data from Asian countries. The primary indicator is EMP_NIFL_SEX_OCU_EDU_RT, which denotes the informal employment rate (in percentage). The dataset comprises multiple columns including country code, indicator code, gender category (e.g., total, male, female), occupation category, education category, year, observed value, data status and more, and is applicable for tasks such as tabular classification, regression and time series forecasting. The dataset is released under the CC BY 4.0 license and repackaged by Electric Sheep Asia to facilitate machine learning applications.