地球资源数据云——数据资源详情
零售业务分析数据集（10K+ 订单）
该数据集《Retail Business Analytics Dataset (10K+ Orders)》主要用于监督学习任务，数据形态以表格为主。 题目说明：Realistic retail sales data for BI, analytics, and machine learning projects. 任务类型：表格监督学习。 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：Business_Analytics_Dataset_10000_Rows.csv。 Overview This dataset contains 10,000+ retail business transactions designed for business analytics, data visualization, and machine learning projects. It includes detailed sales information such as revenue, cost, profit, product categories, customer segments, and payment methods. This dataset is ideal for: Business Intelligence projects
摘要概览
该数据集《Retail Business Analytics Dataset (10K+ Orders)》主要用于监督学习任务，数据形态以表格为主。 题目说明：Realistic retail sales data for BI, analytics, and machine learning projects.
任务类型：表格监督学习。
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：Business_Analytics_Dataset_10000_Rows.csv。
Overview
This dataset contains 10,000+ retail business transactions designed for business analytics, data visualization, and machine learning projects.
It includes detailed sales information such as revenue, cost, profit, product categories, customer segments, and payment methods.
This dataset is ideal for:
Business Intelligence projects