electricsheepeurope/europe-ilo-emp-nifl-sex-eco-ins-nb-informal-employment-by-sex-economic-activity-and-p

该数据集包含欧洲4个国家（波黑、摩尔多瓦、北马其顿、塞尔维亚）从2003年至2025年的非正规就业统计数据，重点关注按性别、经济活动和公私部门划分的就业情况（单位为千）。数据集包含12,977个观测值，源自国际劳工组织（ILO）的ILOSTAT数据库，通过API获取并经过规范化处理，涵盖指标EMP_NIFL_SEX_ECO_INS_NB。数据模式包括国家代码、指标标签、性别分类、观测年份、数值及质量标志等列，适用于表格分类、回归和时间序列预测任务。数据集采用CC-BY-4.0许可，由Electric Sheep Europe重新打包以提供机器学习就绪的欧洲数据层。This dataset contains informal employment statistics for 4 European countries (Bosnia and Herzegovina, Moldova, North Macedonia, Serbia) from 2003 to 2025, focusing on employment disaggregated by sex, economic activity, and public/private sector (in thousands). It includes 12,977 observations sourced from the International Labour Organization (ILO) ILOSTAT database, retrieved via API and normalized, covering the indicator EMP_NIFL_SEX_ECO_INS_NB. The schema comprises columns such as country code, indicator label, sex classification, observation year, value, and quality flags, suitable for tabular classification, regression, and time-series forecasting tasks. The dataset is licensed under CC-BY-4.0 and repackaged by Electric Sheep Europe to provide a machine learning-ready data layer for Europe.