Genres (DBpedia)

This is the bipartite genre network from DBpedia. The nodes in the network are works and artists, as well as genres from music, film and other areas. Each edge connects a work or artist to a genre. The edges correspond to the <> relationships in DBpedia.


Internal namedbpedia-genre
NameGenres (DBpedia)
Data source
AvailabilityDataset is available for download
Consistency checkDataset passed all tests
Feature network
Dataset timestamp 2001 ⋯ 2017
Node meaningWork, genre
Edge meaningStyle
Network formatBipartite, undirected
Edge typeUnweighted, no multiple edges


Size n =266,717
Left size n1 =258,934
Right size n2 =7,783
Volume m =463,497
Wedge count s =1,331,590,538
Claw count z =6,667,061,771,791
Cross count x =32,482,545,125,451,776
Square count q =54,299,350
4-Tour count T4 =5,761,771,762
Maximum degree dmax =24,821
Maximum left degree d1max =31
Maximum right degree d2max =24,821
Average degree d =3.475 57
Average left degree d1 =1.790 02
Average right degree d2 =59.552 5
Fill p =0.000 229 991
Size of LCC N =259,138
Diameter δ =32
50-Percentile effective diameter δ0.5 =3.706 53
90-Percentile effective diameter δ0.9 =7.435 10
Median distance δM =4
Mean distance δm =5.076 13
Gini coefficient G =0.645 943
Balanced inequality ratio P =0.258 995
Left balanced inequality ratio P1 =0.377 167
Right balanced inequality ratio P2 =0.073 191 4
Relative edge distribution entropy Her =0.773 524
Power law exponent γ =3.236 04
Tail power law exponent γt =1.621 00
Degree assortativity ρ =−0.078 141 0
Degree assortativity p-value pρ =0.000 00
Spectral norm α =171.978
Algebraic connectivity a =0.001 674 73
Spectral separation 1[A] / λ2[A]| =1.217 52
Controllability C =221,306
Relative controllability Cr =0.938 278


Degree distribution

Cumulative degree distribution

Lorenz curve

Spectral distribution of the adjacency matrix

Spectral distribution of the normalized adjacency matrix

Spectral distribution of the Laplacian

Spectral graph drawing based on the adjacency matrix

Spectral graph drawing based on the Laplacian

Spectral graph drawing based on the normalized adjacency matrix

Hop distribution

Matrix decompositions plots



[1] Jérôme Kunegis. KONECT – The Koblenz Network Collection. In Proc. Int. Conf. on World Wide Web Companion, pages 1343–1350, 2013. [ http ]
[2] Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary Ives. DBpedia: A nucleus for a web of open data. In Proc. Int. Semant. Web Conf., pages 722–735, 2008.