A Song of Ice and Fire
This is the fictional social network of the series of fantasy novels "A Song of
Ice and Fire" by George R. R. Martin (1996–present). An edge denotes that
two characters are mentioned within fifteen words of each other; edge
multiplicities denote the number of such appearances. This version of the
dataset covers books one to five.
Metadata
Statistics
Size  n =  796

Volume  m =  32,629

Unique edge count  m̿ =  2,823

Loop count  l =  0

Wedge count  s =  81,158

Claw count  z =  1,766,472

Cross count  x =  37,318,726

Triangle count  t =  5,655

Square count  q =  78,782

4Tour count  T_{4} =  960,534

Maximum degree  d_{max} =  122

Average degree  d =  81.982 4

Fill  p =  0.008 921 97

Average edge multiplicity  m̃ =  11.558 3

Size of LCC  N =  796

Diameter  δ =  9

50Percentile effective diameter  δ_{0.5} =  2.848 72

90Percentile effective diameter  δ_{0.9} =  4.143 66

Median distance  δ_{M} =  3

Mean distance  δ_{m} =  3.410 82

Gini coefficient  G =  0.788 981

Balanced inequality ratio  P =  0.176 331

Relative edge distribution entropy  H_{er} =  0.886 437

Power law exponent  γ =  1.779 17

Tail power law exponent  γ_{t} =  2.321 00

Tail power law exponent with p  γ_{3} =  2.321 00

pvalue  p =  0.068 000 0

Degree assortativity  ρ =  −0.115 391

Degree assortativity pvalue  p_{ρ} =  3.389 13 × 10^{−18}

Clustering coefficient  c =  0.209 037

Spectral norm  α =  953.787

Algebraic connectivity  a =  0.752 030

Spectral separation  λ_{1}[A] / λ_{2}[A] =  1.717 35

Nonbipartivity  b_{A} =  0.578 642

Normalized nonbipartivity  b_{N} =  0.123 682

Algebraic nonbipartivity  χ =  0.203 828

Spectral bipartite frustration  b_{K} =  0.007 184 18

Controllability  C =  168

Relative controllability  C_{r} =  0.211 055

Plots
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 ]
