aff-amazon-copurchases (Miscellaneous Networks)
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This network is in the collection of Miscellaneous Networks
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Metadata
| Tags | |
| Short | Products frequently bought together |
| Vertex type | Product |
| Edge type | Co-purchase |
| Format | Directed |
| Edge weights | Unweighted |
| Description | Network of items on Amazon that have been mentioned by Amazon's "People who bought X also bought Y" feature. Nodes represent products, and a directed edge from A to B denotes that product A is frequently co-purchased with product B. |
Please cite the following if you use the data:
Note that if you transform/preprocess the data, please consider sharing the data by uploading it along with the details on the transformation and reference to any published materials using it.
@inproceedings{nr,
title={The Network Data Repository with Interactive Graph Analytics and Visualization},
author={Ryan A. Rossi and Nesreen K. Ahmed},
booktitle={AAAI},
url={https://networkrepository.com},
year={2015}
}
@article{leskovec2007dynamics,
title={The dynamics of viral marketing},
author={Leskovec, Jure and Adamic, Lada A and Huberman, Bernardo A},
journal={ACM Transactions on the Web (TWEB)},
volume={1},
number={1},
pages={5},
year={2007},
publisher={ACM}
}
Network Statistics
| Nodes | 403.4K |
| Edges | 3.4M |
| Density | 4.16329e-05 |
| Maximum degree | 2.8K |
| Minimum degree | 1 |
| Average degree | 16 |
| Assortativity | -0.0138432 |
| Number of triangles | 27.2M |
| Average number of triangles | 67 |
| Maximum number of triangles | 4.5K |
| Average clustering coefficient | 0.438898 |
| Fraction of closed triangles | 0.256012 |
| Maximum k-core | 21 |
| Lower bound of Maximum Clique | 9 |
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