Supermarket aggr. Customer

Supermarket Data aggregated by Customer and info from shops pivoted to new columns.

Pennacchioli, D., Coscia, M., Rinzivillo, S., Pedreschi, D. and Giannotti, F., Explaining the Product Range Effect in Purchase Data. In BigData, 2013.

**Source**

[Supermarket data](http://www.michelecoscia.com/?page_id=379)

原始信息汇总

数据集概述

基本信息

• 名称: Supermarket aggr. Customer
• 大小: 14.0 MB
• 字段数: 40
• 实例数: 60,366
• 创建时间: Mon, 18 May 2015 10:45:26 +0000
• 发布时间: Mon, 18 May 2015 10:49:12 +0000
• URL: https://bigml.com/user/czuriaga/gallery/dataset/5559c2c6200d5a6570000084

描述

Supermarket Data aggregated by Customer and info from shops pivoted to new columns.

引用文献:
Pennacchioli, D., Coscia, M., Rinzivillo, S., Pedreschi, D. and Giannotti, F., Explaining the Product Range Effect in Purchase Data. In BigData, 2013.

数据来源:
Supermarket data

标签

• Supermarket
• Shops
• Customers
• Aggregated

字段示例

名称	类型	计数	缺失值	错误	直方图
customer_id		60,366	0	0
avg_distance_to_shops		60,365	1	0	σ
min_distance_to_shops		60,365	1	0	σ
max_distance_to_shops		60,365	1	0	σ
products_purchased		60,365	1	0	σ
unique_products_purchased		60,365	1	0	σ
amount_purchased		60,365	1	0	σ
avg_purchase		60,365	1	0	σ
avg_price		60,365	1	0	σ
shops_used		60,365	1	0	σ

搜集汇总

背景与挑战

背景概述

该数据集包含按客户聚合的超市消费记录，并将店铺信息转换为新列，相关研究发表于BigData会议。原始数据可通过作者提供的链接获取。