Hugging Face's logo

Datasets:
ZhuofengLi
/
TEG-Datasets

Dataset card Data Studio Files
xet
Community
3
TEG-Datasets / amazon_baby /baby.md
ZhuofengLi's picture
ZhuofengLi
Upload folder using huggingface_hub
0e490a5 verified
preview code
|
raw
history blame contribute delete
1.23 kB

Amazon-Baby Datasets

Dataset Description

The Amazon-Baby dataset is a shopping network. It includes information about books, users and reviews. Nodes represent items and users. Text on a item node is the description of the item. Text on a user node is the reviwer. The item text includes the following information: This product, available from [store] and called [title], has an average rating of [average_rating]. Key features include [features], and according to the description, [description]. The price is [price], and additional details [details]. Edges represent relationships between items and users. Text on an edge is a user's review of a item including following information: This review, titled [title], gives the product a rating of [rating]. The reviewer stated, [text].

Graph Machine Learning Tasks

Link Prediction

Link prediction in the Amazon-Baby dataset involves predicting potential connections between users and items. The goal is to predict whether a user will purchase a item.

Node Classification

Node classification tasks in the Amazon-Baby dataset include predicting the items's category.

Dataset Source

https://amazon-reviews-2023.github.io/data_processing/5core.html