electricsheepeurope/europe-ilo-emp-nifl-sex-age-rt-informal-employment-rate-by-sex-and-age

该数据集包含41,698个观测值，涵盖34个欧洲国家从2003年到2025年的非正规经济数据，核心指标为按性别和年龄划分的非正规就业率（%）。数据来源于国际劳工组织（ILO）的ILOSTAT统计数据库，通过API获取并过滤为欧洲国家。数据集采用结构化表格形式，包含国家代码、国家名称、数据来源、指标代码、性别分类、年龄分类、观测年份、观测值、数据状态标志等列，支持按国家、年份、性别等多维度分析。数据经过ILO harmonization处理，确保定义一致性，并标注了数据质量说明（如临时数据、不可靠数据等）。该数据集适用于表格分类、回归和时间序列预测等机器学习任务，旨在为欧洲提供统一的、机器学习就绪的数据层。This dataset contains 41,698 observations of informal economy data across 34 European countries, spanning from 2003 to 2025, with a core indicator of Informal employment rate by sex and age (%). The data is sourced from ILOSTAT, the International Labour Organizations central statistics database, retrieved via API and filtered for European countries. It is structured in tabular format with columns such as country code, country name, data source, indicator code, sex classification, age classification, observation year, observed value, and data status flags, supporting multi-dimensional analysis by country, year, sex, etc. The data is harmonized by ILO using International Conference of Labour Statisticians (ICLS) definitions and includes data quality caveats (e.g., provisional or unreliable data). This dataset is suitable for machine learning tasks like tabular classification, regression, and time-series forecasting, and is part of the Electric Sheep mission to provide a unified, ML-ready data layer for Europe on HuggingFace.