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超市杂货销售 - 零售分析数据集

发布时间：2026-03-17 14:30:35资源ID：2032011355383828481资源类型：免费

该数据集《Supermart Grocery Sales - Retail Analytics Dataset》主要用于监督学习任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：Data on orders placed by customers on a grocery app 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：Supermart Grocery Sales - Retail Analytics Dataset.csv。 This is a fictional dataset created for helping the data analysts to practice exploratory data analysis and data visualization. The dataset has data on orders placed by customers on a grocery delivery application. The dataset is designed with an assumption that the orders are placed by customers living in the state of Tamil Nadu, India. Please DO NOT reproduce the same dataset without giving me the credits. If you like this dataset, please consider upvoting. Thanks!

超市杂货销售 - 零售分析数据集

摘要概览

该数据集《Supermart Grocery Sales - Retail Analytics Dataset》主要用于监督学习任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：Data on orders placed by customers on a grocery app

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：Supermart Grocery Sales - Retail Analytics Dataset.csv。

This is a fictional dataset created for helping the data analysts to practice exploratory data analysis and data visualization. The dataset has data on orders placed by customers on a grocery delivery application.

The dataset is designed with an assumption that the orders are placed by customers living in the state of Tamil Nadu, India.

Please DO NOT reproduce the same dataset without giving me the credits. If you like this dataset, please consider upvoting.

Thanks!