walmart-trips
Description
Hypergraph of Walmart shopping trips. Nodes represent products and each hyperedge represents a trip (basket) containing the set of co-purchased products, as released as part of a Kaggle competition. Products are assigned to one of ten broad departments on walmart.com (e.g., 'Clothing, Shoes, and Accessories'), which serve as node labels (with an additional 'Other' class).
Basic statistics
- Nodes: 88860
- Hyperedges: 65979
- Unique hyperedges: 65979
- Max size hyperedge: 25
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 |
|---|---|
| label | (LIST[STRING]) Product department category (e.g., [Food, Household & Pets]). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (3.0 MB) JSON (1.5 MB)
Provenance
Source: https://www.cs.cornell.edu/~arb/data/walmart-trips/
License: Not specified. Please refer to the original source for licensing terms.
Reproducibility: Instructions and scripts
Citation
When this data is used in published research or for visualization purposes, please cite the following:
Copied!
@inproceedings{amburg2020clustering,
title = {Clustering in graphs and hypergraphs with categorical edge labels},
author = {Amburg, Ilya and Veldt, Nate and Benson, Austin R.},
booktitle = {Proceedings of The Web Conference 2020},
year = {2020},
publisher = {Association for Computing Machinery},
doi = {10.1145/3366423.3380152},
url = {https://doi.org/10.1145/3366423.3380152}
}