Actors (DBpedia)

This is the bipartite network of movies and the actors that have played in them, from the DBpedia project. The nodes in the network are movies and actors. An edge connects a movie will an actor that has played in it. The dataset corresponds to the <http://dbpedia.org/ontology/starring> relation in DBpedia.

Metadata

CodeST
Internal namedbpedia-starring
NameActors (DBpedia)
Data sourcehttp://wiki.dbpedia.org/Downloads
AvailabilityDataset is available for download
Consistency checkDataset passed all tests
Category
Feature network
Dataset timestamp 2001 ⋯ 2017
Node meaningMovie, actor
Edge meaningStarring
Network formatBipartite, undirected
Edge typeUnweighted, no multiple edges

Statistics

Size n =157,184
Left size n1 =76,099
Right size n2 =81,085
Volume m =281,396
Wedge count s =3,240,178
Claw count z =59,090,368
Cross count x =1,957,317,775
Square count q =221,363
4-Tour count T4 =15,295,024
Maximum degree dmax =321
Maximum left degree d1max =65
Maximum right degree d2max =321
Average degree d =3.580 47
Average left degree d1 =3.697 76
Average right degree d2 =3.470 38
Fill p =4.560 35 × 10−5
Size of LCC N =134,015
Diameter δ =38
50-Percentile effective diameter δ0.5 =8.669 53
90-Percentile effective diameter δ0.9 =12.544 4
Median distance δM =9
Mean distance δm =9.432 82
Gini coefficient G =0.437 649
Balanced inequality ratio P =0.343 072
Left balanced inequality ratio P1 =0.370 304
Right balanced inequality ratio P2 =0.258 223
Relative edge distribution entropy Her =0.955 531
Power law exponent γ =2.199 29
Tail power law exponent γt =2.931 00
Tail power law exponent with p γ3 =2.931 00
p-value p =0.000 00
Left tail power law exponent with p γ3,1 =5.521 00
Left p-value p1 =0.565 000
Right tail power law exponent with p γ3,2 =3.951 00
Right p-value p2 =0.817 000
Degree assortativity ρ =−0.076 644 6
Degree assortativity p-value pρ =0.000 00
Spectral norm α =24.740 9
Algebraic connectivity a =0.002 628 42
Spectral separation 1[A] / λ2[A]| =1.349 30
Controllability C =47,437
Relative controllability Cr =0.359 660

Plots

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

Degree assortativity

Zipf plot

Hop distribution

Matrix decompositions plots

Downloads

References

[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.