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fb-pages-company     (Social Networks)

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This network dataset is in the category of Social Networks



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Metadata

CategorySparse Networks
CollectionSocial Networks
Tags
ShortMutually liked facebook pages. Nodes represent the pages and edges are mutual likes among them.
Vertex typePages
Edge typeMutually liked pages
FormatUndirected
DescriptionData collected about Facebook pages (November 2017). These datasets represent blue verified Facebook page networks of different categories. Nodes represent the pages and edges are mutual likes among them.

Please cite the following if you use the data:

@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}
}

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{rozemberczki2019gemsec,
     title={GEMSEC: Graph Embedding with Self Clustering},
     author={Rozemberczki, Benedek and Davies, Ryan and Sarkar, Rik and Sutton, Charles},
     booktitle={Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2019},
     pages={65-72},
     year={2019},
     organization={ACM}
}

Network Data Statistics

Nodes14.1K
Edges52.1K
Density0.000523452
Maximum degree215
Minimum degree1
Average degree7
Assortativity0.0126111
Number of triangles168K
Average number of triangles11
Maximum number of triangles806
Average clustering coefficient0.239242
Fraction of closed triangles0.153199
Maximum k-core21
Lower bound of Maximum Clique12

Network Data Preview

Interactive visualization of fb-pages-company's graph structure

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Interactive Visualization of Node-level Properties and Statistics

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  • Each point represents a node (vertex) in the graph.
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