yelp_business_reviews
Description
Yelp business reviews information where nodes correspond to businesses with meta-attributes such as business stars and location (latitude and longitude). Hyperedges correspond to users and contain the set of businesses reviewed by that user. The source listed here contains the raw data from which this hypergraph dataset is constructed. An alternative source would be 'https://www.kaggle.com/datasets/yelp-dataset/yelp-dataset'.
Basic statistics
- Nodes: 50758
- Hyperedges: 667542
- Unique hyperedges: 667542
- Max size hyperedge: 2838
Hypergraph metadata
| Property | Description |
|---|---|
| type | (STRING) Hypergraph type (e.g., Hypergraph). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., false). |
Node metadata
| Property | Description |
|---|---|
| business_stars | (INT) Business star rating (scaled, typically 1-10; e.g., 8). |
| lat | (STRING) Business location latitude. Stored as a string in JSON; can be converted to float (e.g., 40.0175444). |
| long | (STRING) Business location longitude. Stored as a string in JSON; can be converted to float (e.g., -105.2833481). |
| name | (STRING) Name of the Yelp business represented by the node (e.g., Oskar Blues Taproom). |
Hyperedge metadata
| Property | Description |
|---|---|
| edge_id | (INT) Original hyperedge identifier for the reviewing user (e.g., 1). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (31.7 MB) JSON (15.8 MB)
Provenance
Source: https://github.com/jianhao2016/AllSet/tree/6281a2f1a91f6f26040777bb0b2578fc035dc57a/data/raw_data
License: MIT
Reproducibility: Instructions and scripts
Citation
When this data is used in published research or for visualization purposes, please cite the following:
Copied!
@inproceedings{chien2022allset,
title = {You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks},
author = {Chien, Eli and Pan, Chao and Peng, Jianhao and Milenkovic, Olgica},
booktitle = {International Conference on Learning Representations},
year = {2022},
url = {https://openreview.net/forum?id=hpBTIv2uy_E}
}