cat-edge-DAWN
Description
In this dataset, nodes are drugs and hyperedges are combinations of drugs taken by a patient prior to an emergency room visit. Hyperedge categories indicate the most common patient disposition for that drug combination.
Basic statistics
- Nodes: 2109
- Hyperedges: 87104
- Unique hyperedges: 87104
- Max size hyperedge: 22
Hypergraph metadata
| Property | Description |
|---|---|
| name | (STRING) Dataset name (e.g., cat-edge-DAWN). |
| type | (STRING) Hypergraph type (e.g., Hypergraph). |
| version | (STRING) Dataset version (e.g., 1.0.0). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., false). |
Node metadata
| Property | Description |
|---|---|
| name | (STRING) Drug name with numeric code prefix (e.g., 182 CROMOLYN). |
Hyperedge metadata
| Property | Description |
|---|---|
| label | (STRING) Patient disposition category for the drug-combination hyperedge (e.g., DISCHARGED HOME). |
| label_id | (INT) Source disposition category identifier, from 1 to 10 (e.g., 1). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (2.1 MB) JSON (755.1 KB)
Provenance
Source: https://www.cs.cornell.edu/~arb/data/cat-edge-DAWN/
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},
booktitle={Proceedings of the web conference 2020},
pages={706--717},
year={2020}
}