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Gowalla

About this network

This undirected network contains user–user friendship relations from Gowalla, a former location-based social network where user shared their locations. A node represents a user and an edge indicates that a friendship exists between the user represented by the left node and the user represented by the right node.

Network info

CodeGW
Category Social
Data source http://snap.stanford.edu/data/loc-gowalla.html
Vertex type User
Edge type Friendship
FormatUndirected: Edges are undirected Undirected
Edge weightsUnweighted: Simple edges Unweighted
Size196,591 vertices (users)
Volume950,327 edges (friendships)
Average degree9.6681 edges / vertex
Fill4.9179 × 10–5 edges / vertex2
Maximum degree14,730 edges
Size of LCC196,591 vertices (network is connected)
Wedge count290,400,040
Claw count787,564,904,976
Triangle count2,273,138
Square count146,652,712
4-tour count2,336,722,510
Power law exponent (estimated) with dmin2.6510 (dmin = 43)
Gini coefficient68.3%
Relative edge distribution entropy90.4%
Assortativity–0.029255
Clustering coefficient2.35%
Diameter16 edges
90-percentile effective diameter5.35 edges
Mean shortest path length4.43 edges
Spectral norm170.94
Algebraic connectivity0.021547
Degree distribution of the Gowalla network
Degree distribution
Degree distribution of the Gowalla network
Degree distribution
Degree distribution of the Gowalla network
Degree distribution
Clustering coefficient distribution of the Gowalla network
Clustering coefficient distribution
Distance distribution of the Gowalla network
Distance distribution
Distance distribution on a logistic scale of the Gowalla network
Distance distribution on a logistic scale
Top-k eigenvalues of A of the Gowalla network
Top-k eigenvalues of A
Top-k eigenvalues of N of the Gowalla network
Top-k eigenvalues of N
Top-k eigenvalues of L of the Gowalla network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Gowalla network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Gowalla network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Gowalla network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Gowalla network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Gowalla network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Gowalla network
Cumulative spectral distribution of L

Downloads

TSV file:downloadloc-gowalla_edges.tar.bz2 (3.36 MiB)
Extraction code:downloadsnap.tar.bz2 (20.04 KiB)
RDF:download RDFloc-gowalla_edges.n3.bz2 (5.91 MiB)

References

[1] Gowalla network dataset -- KONECT, October 2016. [ http ]
[2] Eunjoon Cho, Seth A. Myers, and Jure Leskovec. Friendship and mobility: User movement in location-based social networks. In Proc. Int. Conf. on Knowledge Discovery and Data Mining, pages 1082--1090, 2011.

BibTeX