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KONECT > Networks > Facebook (NIPS)

Facebook (NIPS)

About this network

This directed networks contains Facebook user–user friendships. A node represents a user. An edge indicates that the user represented by the left node is a friend of the user represented by the right node.

Network info

CodeEF
Category Social
Data source http://snap.stanford.edu/data/egonets-Facebook.html
Vertex type User
Edge type Friendship
FormatUndirected: Edges are undirected Undirected
Edge weightsUnweighted: Simple edges Unweighted
Size2,888 vertices (users)
Volume2,981 edges (friendships)
Average degree2.0644 edges / vertex
Fill0.00071507 edges / vertex2
Maximum degree769 edges
Size of LCC2,888 vertices (network is connected)
Wedge count759,641
Claw count160,449,784
Triangle count91
Square count1,261
4-tour count3,054,614
Power law exponent (estimated) with dmin4.5210 (dmin = 1)
Gini coefficient51.4%
Relative edge distribution entropy70.9%
Assortativity–0.66821
Clustering coefficient0.0359%
Diameter9 edges
90-percentile effective diameter5.52 edges
Mean shortest path length3.98 edges
Spectral norm27.803
Algebraic connectivity0.0023771
Degree distribution of the Facebook (NIPS) network
Degree distribution

Out/indegree comparison

Out/indegree comparison of the Facebook (NIPS) network
Out/indegree comparison
Degree distribution of the Facebook (NIPS) network
Degree distribution
Degree distribution of the Facebook (NIPS) network
Degree distribution
Clustering coefficient distribution of the Facebook (NIPS) network
Clustering coefficient distribution
Distance distribution of the Facebook (NIPS) network
Distance distribution
Distance distribution on a logistic scale of the Facebook (NIPS) network
Distance distribution on a logistic scale
Top-k eigenvalues of A of the Facebook (NIPS) network
Top-k eigenvalues of A
Top-k eigenvalues of N of the Facebook (NIPS) network
Top-k eigenvalues of N
Top-k eigenvalues of L of the Facebook (NIPS) network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Facebook (NIPS) network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Facebook (NIPS) network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Facebook (NIPS) network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Facebook (NIPS) network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Facebook (NIPS) network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Facebook (NIPS) network
Cumulative spectral distribution of L

Layout

Layout of the Facebook (NIPS) network
Layout

Downloads

TSV file:downloadego-facebook.tar.bz2 (5.84 KiB)
Extraction code:downloadsnap.tar.bz2 (20.04 KiB)
RDF:download RDFego-facebook.n3.bz2 (14.95 KiB)

References

[1] Facebook (nips) network dataset -- KONECT, April 2017. [ http ]
[2] Julian McAuley and Jure Leskovec. Learning to discover social circles in ego networks. In Advances in Neural Information Processing Systems, pages 548--556. 2012.

BibTeX