IMDB

These are persons associated with individual movies or television programs. The network is bipartite. Left nodes are persons (actors, directors, etc.), and right nodes are works (films, television programs, etc.). An edge denotes that the person was involved in the work.

Metadata

CodeIM
Internal namekomarix-imdb
NameIMDB
Data sourcehttp://komarix.org/ac/ds/
AvailabilityDataset is available for download
Consistency checkDataset passed all tests
Category
Affiliation network
Node meaningPerson, work
Edge meaningAssociation
Network formatBipartite, undirected
Edge typeUnweighted, no multiple edges

Statistics

Size n =871,982
Left size n1 =685,568
Right size n2 =186,414
Volume m =2,715,604
Wedge count s =86,342,427
Claw count z =3,510,393,982
Cross count x =360,408,317,294
Square count q =11,803,894
4-Tour count T4 =445,236,096
Maximum degree dmax =1,293
Maximum left degree d1max =654
Maximum right degree d2max =1,293
Average degree d =6.228 58
Average left degree d1 =3.961 10
Average right degree d2 =14.567 6
Fill p =2.124 89 × 10−5
Size of LCC N =859,975
Diameter δ =34
50-Percentile effective diameter δ0.5 =6.950 99
90-Percentile effective diameter δ0.9 =8.862 68
Median distance δM =7
Mean distance δm =7.321 59
Gini coefficient G =0.715 542
Balanced inequality ratio P =0.204 069
Left balanced inequality ratio P1 =0.234 662
Right balanced inequality ratio P2 =0.320 584
Relative edge distribution entropy Her =0.931 840
Power law exponent γ =2.043 11
Tail power law exponent γt =3.761 00
Degree assortativity ρ =−0.047 564 0
Degree assortativity p-value pρ =0.000 00
Spectral norm α =57.531 6
Spectral separation 1[A] / λ2[A]| =1.294 69
Controllability C =527,541
Relative controllability Cr =0.604 991

Plots

Fruchterman–Reingold graph drawing

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 normalized adjacency matrix

Degree assortativity

Zipf plot

Hop distribution

Delaunay graph drawing

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 ]