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KONECT > Networks > Vi.sualize.us t-i

vi.sualize.us tag–picture

About this network

This is the bipartite picture tagging network of vi.sualize.us. Left nodes represent tags and right nodes represents pictures. An edge connects a picture with an assigned tag.

Network info

CodeVti
Category Folksonomy
Data source http://vi.sualize.us/
Vertex type Tag, picture
Edge type Assignment
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsMultiple unweighted: Multiple edges are possible Multiple unweighted
Size659,472 = 577,437 + 82,035 vertices (tags + pictures)
Volume2,298,816 edges (assignments)
Unique volume1,800,330 edges (assignments)
Average degree (overall)7.9621 edges / vertex
Average tag degree28.022 edges / vertex
Average picture degree4.6403 edges / vertex
Fill4.4299 × 10–5 edges / vertex2
Maximum degree405,429 edges
Wedge count30,601,838,083
Claw count1.9857996140590940 × 1015
Square count2,199,351,548
4-tour count140,005,809,036
Power law exponent (estimated) with dmin2.5910 (dmin = 6)
Gini coefficient76.5%
Relative edge distribution entropy79.7%
Assortativity–0.16762
Diameter17 edges
90-percentile effective diameter4.92 edges
Mean shortest path length3.89 edges
Spectral norm1548.3
Algebraic connectivity0.0097183
Edge multiplicity distribution of the vi.sualize.us tag–picture network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the vi.sualize.us tag–picture network
Cumulative edge multiplicity distribution
Tag degree distribution of the vi.sualize.us tag–picture network
Tag degree distribution
Picture degree distribution of the vi.sualize.us tag–picture network
Picture degree distribution
Tag degree distribution of the vi.sualize.us tag–picture network
Tag degree distribution
Picture degree distribution of the vi.sualize.us tag–picture network
Picture degree distribution
Left degree distribution of the vi.sualize.us tag–picture network
Left degree distribution
Degree distribution of the vi.sualize.us tag–picture network
Degree distribution
Tag degree distribution of the vi.sualize.us tag–picture network
Tag degree distribution
Picture degree distribution of the vi.sualize.us tag–picture network
Picture degree distribution
Distance distribution of the vi.sualize.us tag–picture network
Distance distribution
Distance distribution on a logistic scale of the vi.sualize.us tag–picture network
Distance distribution on a logistic scale
Top-k eigenvalues of L of the vi.sualize.us tag–picture network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the vi.sualize.us tag–picture network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the vi.sualize.us tag–picture network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the vi.sualize.us tag–picture network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the vi.sualize.us tag–picture network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the vi.sualize.us tag–picture network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the vi.sualize.us tag–picture network
Cumulative spectral distribution of L

Downloads

TSV file:downloadpics_ti.tar.bz2 (7.28 MiB)

References

[1] vi.sualize.us tag–picture network dataset -- KONECT, April 2017. [ http ]
[2] Nicolas Neubauer and Klaus Obermayer. Analysis of the Visualize.us folksonomy. Unpublished, 2010.

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