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KONECT > Networks > Flickr

Flickr

About this network

This is the undirected network of Flickr images sharing common metadata such as tags, groups, locations etc. A node represents an image, and an edge indicates that two images share the same metadata.

Network info

CodeFI
Category Misc
Data source http://snap.stanford.edu/data/web-flickr.html
Vertex type Image
Edge type Similarity
FormatUndirected: Edges are undirected Undirected
Edge weightsUnweighted: Simple edges Unweighted
Size105,938 vertices (images)
Volume2,316,948 edges (similarities)
Average degree43.742 edges / vertex
Fill0.00041290 edges / vertex2
Maximum degree5,425 edges
Size of LCC105,722 vertices
Wedge count806,678,787
Claw count181,947,878,743
Triangle count107,987,357
Square count34,729,244,373
4-tour count281,065,304,028
Power law exponent (estimated) with dmin1.7310 (dmin = 7)
Gini coefficient78.0%
Relative edge distribution entropy87.6%
Assortativity0.24685
Clustering coefficient40.2%
Diameter9 edges
90-percentile effective diameter4.81 edges
Mean shortest path length4.34 edges
Spectral norm615.56
Algebraic connectivity0.032533
Degree distribution of the Flickr network
Degree distribution

Out/indegree comparison

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

Downloads

TSV file:downloadflickrEdges.tar.bz2 (7.36 MiB)
Extraction code:downloadsnap.tar.bz2 (20.04 KiB)

References

[1] Flickr 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