DBpedia locations
This is the bipartite network of entities in Wikipedia and their locations. The
nodes of the network are entities and locations. Edges denote that an entity is
associated with a location. Entity can have multiple locations, for instance
cities associated with a company. The edges correspond to the
<http://dbpedia.org/ontology/location> relationships in DBpedia.
Metadata
Statistics
Size  n =  225,498

Left size  n_{1} =  172,091

Right size  n_{2} =  53,407

Volume  m =  293,697

Wedge count  s =  122,892,989

Claw count  z =  324,552,882,549

Cross count  x =  929,789,499,617,832

Square count  q =  3,761,594

4Tour count  T_{4} =  522,254,610

Maximum degree  d_{max} =  12,189

Maximum left degree  d_{1max} =  28

Maximum right degree  d_{2max} =  12,189

Average degree  d =  2.604 87

Average left degree  d_{1} =  1.706 64

Average right degree  d_{2} =  5.499 22

Fill  p =  3.195 53 × 10^{−5}

Size of LCC  N =  181,937

Diameter  δ =  27

50Percentile effective diameter  δ_{0.5} =  5.948 20

90Percentile effective diameter  δ_{0.9} =  8.770 09

Median distance  δ_{M} =  6

Mean distance  δ_{m} =  6.754 43

Gini coefficient  G =  0.540 934

Balanced inequality ratio  P =  0.305 049

Left balanced inequality ratio  P_{1} =  0.404 226

Right balanced inequality ratio  P_{2} =  0.187 612

Relative edge distribution entropy  H_{er} =  0.888 942

Power law exponent  γ =  3.176 22

Tail power law exponent  γ_{t} =  2.011 00

Degree assortativity  ρ =  +0.082 583 3

Degree assortativity pvalue  p_{ρ} =  0.000 00

Spectral norm  α =  111.155

Algebraic connectivity  a =  0.000 760 771

Spectral separation  λ_{1}[A] / λ_{2}[A] =  1.989 43

Controllability  C =  93,962

Relative controllability  C_{r} =  0.552 640

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 ]

[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.
