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KONECT > Networks > Facebook

Facebook wall posts

About this network

The is the directed network of a small subset of posts to other user's wall on Facebook. The nodes of the network are Facebook users, and each directed edge represents one post, linking the users writing a post to the users whose wall the post is written on. Since users may write multiple posts on a wall, the network allows multiple edges connecting a single node pair. Since users may write on their own wall, the network contains loops.

Network info

CodeOw
Category Communication
Data source http://socialnetworks.mpi-sws.org/data-wosn2009.html
Vertex type User
Edge type Wall post
FormatDirected: Edges are directed Directed
Edge weightsMultiple unweighted: Multiple edges are possible Multiple unweighted
Metadata Loops:  An edge may connect a node with itself LoopTimestamps:  Edges are annotated with a timestamps Timestamps
Size46,952 vertices (users)
Volume876,993 edges (wall posts)
Unique volume274,086 edges (wall posts)
Average degree (overall)37.357 edges / vertex
Fill0.00012433 edges / vertex2
Maximum degree2,696 edges
Reciprocity62.5%
Size of LCC43,953 vertices
Size of LSCC30,793 vertices
Wedge count4,331,017
Claw count221,524,187
Triangle count122,852
Square count1,265,222
4-tour count27,812,668
Power law exponent (estimated) with dmin4.4310 (dmin = 50)
Gini coefficient73.5%
Relative edge distribution entropy93.9%
Assortativity0.21997
Clustering coefficient8.51%
Diameter18 edges
90-percentile effective diameter6.84 edges
Mean shortest path length5.71 edges
Spectral norm1717.6
Algebraic connectivity0.037777
Preferential attachment exponent0.87210 (ε = 5.0082)
Temporal distribution of the Facebook wall posts network
Temporal distribution
Edge multiplicity distribution of the Facebook wall posts network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the Facebook wall posts network
Cumulative edge multiplicity distribution
Degree distribution of the Facebook wall posts network
Degree distribution
Outdegree distribution of the Facebook wall posts network
Outdegree distribution
Indegree distribution of the Facebook wall posts network
Indegree distribution
Degree distribution of the Facebook wall posts network
Degree distribution
Outdegree distribution of the Facebook wall posts network
Outdegree distribution
Indegree distribution of the Facebook wall posts network
Indegree distribution

Out/indegree comparison

Out/indegree comparison of the Facebook wall posts network
Out/indegree comparison
Degree distribution of the Facebook wall posts network
Degree distribution
Outdegree distribution of the Facebook wall posts network
Outdegree distribution
Indegree distribution of the Facebook wall posts network
Indegree distribution
Degree distribution of the Facebook wall posts network
Degree distribution
Outdegree distribution of the Facebook wall posts network
Outdegree distribution
Indegree distribution of the Facebook wall posts network
Indegree distribution
Clustering coefficient distribution of the Facebook wall posts network
Clustering coefficient distribution
Distance distribution of the Facebook wall posts network
Distance distribution
Distance distribution on a logistic scale of the Facebook wall posts network
Distance distribution on a logistic scale
Temporal distance distribution of the Facebook wall posts network
Temporal distance distribution
Top-k eigenvalues of A of the Facebook wall posts network
Top-k eigenvalues of A
Top-k eigenvalues of N of the Facebook wall posts network
Top-k eigenvalues of N
Top-k eigenvalues of L of the Facebook wall posts network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Facebook wall posts network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Facebook wall posts network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Facebook wall posts network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Facebook wall posts network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Facebook wall posts network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Facebook wall posts network
Cumulative spectral distribution of L

Downloads

TSV file:downloadfacebook-wosn-wall.tar.bz2 (5.98 MiB)
Extraction code:downloadfacebook-wosn.tar.bz2 (15.28 KiB)
RDF:download RDFfacebook-wosn-wall.n3.bz2 (12.03 MiB)

References

[1] Facebook wall posts network dataset -- KONECT, October 2016. [ 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.

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