Reuters21578
This is the bipartite network of article–word inclusions in documents that
appeared on Reuters newswire in 1987. Left nodes represent articles and right
nodes represent words. An edge represents an article–word inclusion.
Metadata
Statistics
Size  n =  60,234

Left size  n_{1} =  21,557

Right size  n_{2} =  38,677

Volume  m =  1,464,182

Unique edge count  m̿ =  978,446

Wedge count  s =  821,566,836

Claw count  z =  1,978,784,882,823

Cross count  x =  6,916,709,380,031,432

Square count  q =  2,502,669,891

4Tour count  T_{4} =  23,309,665,440

Maximum degree  d_{max} =  19,044

Maximum left degree  d_{1max} =  380

Maximum right degree  d_{2max} =  19,044

Average degree  d =  48.616 5

Average left degree  d_{1} =  67.921 4

Average right degree  d_{2} =  37.856 7

Fill  p =  0.001 173 53

Average edge multiplicity  m̃ =  1.496 44

Size of LCC  N =  58,433

Diameter  δ =  7

50Percentile effective diameter  δ_{0.5} =  3.005 57

90Percentile effective diameter  δ_{0.9} =  3.853 43

Median distance  δ_{M} =  4

Mean distance  δ_{m} =  3.445 74

Gini coefficient  G =  0.754 152

Balanced inequality ratio  P =  0.213 382

Left balanced inequality ratio  P_{1} =  0.333 062

Right balanced inequality ratio  P_{2} =  0.094 919 9

Power law exponent  γ =  1.532 15

Tail power law exponent  γ_{t} =  2.291 00

Degree assortativity  ρ =  −0.147 873

Degree assortativity pvalue  p_{ρ} =  0.000 00

Spectral norm  α =  685.707

Algebraic connectivity  a =  0.218 874

Spectral separation  λ_{1}[A] / λ_{2}[A] =  1.592 83

Controllability  C =  23,631

Relative controllability  C_{r} =  0.404 405

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]

David D. Lewis, Yiming Yang, Tony G. Rose, and Fan Li.
RCV1: A new benchmark collection for text categorization research.
J. Mach. Learn. Res., 5:361–397, 2004.
