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KONECT > Networks > Facebook (WOSN)

Facebook friendships

About this network

This undirected network contains friendship data of Facebook users. A node represents a user and an edge represents a friendship between two users. The dataset is obviously not complete and contains a very small subset of the total Facebook friendship graph.

Network info

CodeOl
Category Social
Data source http://socialnetworks.mpi-sws.org/data-wosn2009.html
Vertex type User
Edge type Friendship
FormatUndirected: Edges are undirected Undirected
Edge weightsUnweighted: Simple edges Unweighted
Metadata Timestamps:  Edges are annotated with a timestamps TimestampsIncomplete:   not all edges or nodes from the original dataset are included Incomplete
Size63,731 vertices (users)
Volume817,035 edges (friendships)
Average degree25.640 edges / vertex
Fill0.00040232 edges / vertex2
Maximum degree1,098 edges
Size of LCC63,392 vertices
Wedge count71,097,140
Claw count4,499,481,578
Triangle count3,500,542
Square count151,719,237
4-tour count1,499,776,526
Power law exponent (estimated) with dmin2.9410 (dmin = 58)
Gini coefficient64.3%
Relative edge distribution entropy93.1%
Assortativity0.17702
Clustering coefficient14.8%
Diameter15 edges
90-percentile effective diameter4.97 edges
Mean shortest path length4.31 edges
Spectral norm132.57
Algebraic connectivity0.046404
Preferential attachment exponent0.51657 (ε = 6.0943)
Temporal distribution of the Facebook friendships network
Temporal distribution
Degree distribution of the Facebook friendships network
Degree distribution
Degree distribution of the Facebook friendships network
Degree distribution
Degree distribution of the Facebook friendships network
Degree distribution
Clustering coefficient distribution of the Facebook friendships network
Clustering coefficient distribution
Distance distribution of the Facebook friendships network
Distance distribution
Distance distribution on a logistic scale of the Facebook friendships network
Distance distribution on a logistic scale
Temporal distance distribution of the Facebook friendships network
Temporal distance distribution
Top-k eigenvalues of A of the Facebook friendships network
Top-k eigenvalues of A
Top-k eigenvalues of N of the Facebook friendships network
Top-k eigenvalues of N
Top-k eigenvalues of L of the Facebook friendships network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Facebook friendships network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Facebook friendships network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Facebook friendships network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Facebook friendships network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Facebook friendships network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Facebook friendships network
Cumulative spectral distribution of L

Downloads

TSV file:downloadfacebook-wosn-links.tar.bz2 (4.32 MiB)
Extraction code:downloadfacebook-wosn.tar.bz2 (15.28 KiB)
RDF:download RDFfacebook-wosn-links.n3.bz2 (4.51 MiB)

References

[1] Facebook friendships network dataset -- KONECT, April 2017. [ http ]
[2] Bimal Viswanath, Alan Mislove, Meeyoung Cha, and Krishna P. Gummadi. On the evolution of user interaction in Facebook. In Proc. Workshop on Online Social Networks, pages 37--42, 2009.

BibTeX