electricsheepeurope/europe-ilo-emp-dwap-sex-age-cct-rt-employment-to-population-ratio-by-sex-age-and-citi

该数据集包含关于欧洲40个国家从1991年至2025年的就业人口比率数据，按性别、年龄和公民身份进行划分。数据集共有79,037个观察值，覆盖一个核心指标：EMP_DWAP_SEX_AGE_CCT_RT，即就业人口比率（按性别、年龄和公民身份划分，以百分比表示）。数据来源于国际劳工组织（ILO）的ILOSTAT数据库，通过官方API获取，并经过处理和过滤以专注于欧洲地区。数据集包括多个维度，如国家代码、年份、性别分类、年龄组、公民身份分类等，适用于表格分类、表格回归和时间序列预测等任务。数据以结构化表格形式提供，包含元数据列如来源标签、观察状态和注释，确保数据可追溯性和质量。该数据集旨在支持劳动经济学、人口统计和机器学习研究，可用于分析欧洲劳动力市场的趋势和差异。This dataset contains data on the employment-to-population ratio, disaggregated by sex, age, and citizenship, for 40 European countries from 1991 to 2025. It comprises 79,037 observations and covers one key indicator: EMP_DWAP_SEX_AGE_CCT_RT, which represents the employment-to-population ratio (by sex, age, and citizenship, expressed as a percentage). The data is sourced from the International Labour Organizations (ILO) ILOSTAT database, retrieved via its official API, and processed and filtered to focus on European regions. The dataset includes multiple dimensions such as country codes, years, sex classifications, age groups, and citizenship categories, making it suitable for tasks like tabular classification, tabular regression, and time-series forecasting. It is provided in a structured tabular format with metadata columns like source labels, observation statuses, and notes, ensuring traceability and data quality. This dataset is designed to support research in labor economics, demography, and machine learning, enabling analysis of trends and disparities in the European labor market.