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KONECT > Networks > Discogs label–style

Discogs label–style

About this network

Discogs (short for "discographies") is a large online music database that provides information about audio records including information about artists, labels and release details. Each edge of this bipartite network connects a label and a style. An edge indicates that the label was involved in the production of a release of the style. Releases can have multiple styles. The left nodes represent labels and the right nodes represent styles.

Network info

CodeDs
Category Feature
Data source http://www.discogs.com/
Vertex type Label, style
Edge type Feature
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsMultiple unweighted: Multiple edges are possible Multiple unweighted
Metadata Entity metadata:  Nodes are annotated with metadata Entity
Size487,911 = 244,147 + 243,764 vertices (labels + styles)
Volume5,255,950 edges (features)
Unique volume1,064,853 edges (features)
Average degree (overall)43.056 edges / vertex
Average label degree21.562 edges / vertex
Average style degree13723. edges / vertex
Fill0.011406 edges / vertex2
Maximum degree285,519 edges
Wedge count5,820,293,288
Claw count36,106,246,831,981
Square count5,232,874,697
4-tour count65,147,206,418
Power law exponent (estimated) with dmin2.4610 (dmin = 8)
Gini coefficient92.1%
Relative edge distribution entropy73.3%
Assortativity–0.18055
Diameter7 edges
90-percentile effective diameter3.88 edges
Mean shortest path length3.72 edges
Spectral norm27461.
Algebraic connectivity0.58579
Edge multiplicity distribution of the Discogs label–style network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the Discogs label–style network
Cumulative edge multiplicity distribution
Label degree distribution of the Discogs label–style network
Label degree distribution
Style degree distribution of the Discogs label–style network
Style degree distribution
Label degree distribution of the Discogs label–style network
Label degree distribution
Style degree distribution of the Discogs label–style network
Style degree distribution
Degree distribution of the Discogs label–style network
Degree distribution
Label degree distribution of the Discogs label–style network
Label degree distribution
Style degree distribution of the Discogs label–style network
Style degree distribution
Distance distribution of the Discogs label–style network
Distance distribution
Distance distribution on a logistic scale of the Discogs label–style network
Distance distribution on a logistic scale
Top-k eigenvalues of L of the Discogs label–style network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Discogs label–style network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Discogs label–style network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Discogs label–style network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Discogs label–style network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Discogs label–style network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Discogs label–style network
Cumulative spectral distribution of L

Downloads

TSV file:downloaddiscogs_lstyle.tar.bz2 (13.85 MiB)
Extraction code:downloaddiscogs.tar.bz2 (22.69 KiB)

References

[1] Discogs label–style network dataset -- KONECT, April 2017. [ http ]

BibTeX