地球资源数据云——数据资源详情
全球GDP数据集（最新）
该数据集《 Global GDP Dataset (Latest)》主要用于回归/预测任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：The Ultimate Global GDP Dataset for Data Visualization and ML Forecasting 任务类型：表格回归/预测。 建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：Global GDP Explorer 2025 (World Bank UN Data).csv。 About Dataset Global GDP by Country — 2024 Edition Overview The Global GDP by Country (2024) dataset provides an up - to - date snapshot of worldwide economic performance, summarizing each country’s nominal GDP, growth rate, population, and global economic contribution. This dataset is ideal for economic analysis, data visualization, policy modeling, and machine learning applications related to global development and financial forecasting. Dataset Information
摘要概览
该数据集《 Global GDP Dataset (Latest)》主要用于回归/预测任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：The Ultimate Global GDP Dataset for Data Visualization and ML Forecasting
任务类型：表格回归/预测。
建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：Global GDP Explorer 2025 (World Bank UN Data).csv。
About Dataset Global GDP by Country — 2024 Edition
Overview
The Global GDP by Country (2024) dataset provides an up - to - date snapshot of worldwide economic performance, summarizing each country’s nominal GDP, growth rate, population, and global economic contribution.
This dataset is ideal for economic analysis, data visualization, policy modeling, and machine learning applications related to global development and financial forecasting.
Dataset Information