Wikipedia links (bpy)

This network consists of the wikilinks of the Wikipedia in the Bishnupriya language (bpy). Nodes are Wikipedia articles, and directed edges are wikilinks, i.e., hyperlinks within one wiki. In the wiki source, these are indicated with [[double brackets]]. Only pages in the article namespace are included.


Internal namewikipedia_link_bpy
NameWikipedia links (bpy)
Data source
AvailabilityDataset is available for download
Consistency checkDataset passed all tests
Hyperlink network
Node meaningArticle
Edge meaningWikilink
Network formatUnipartite, directed
Edge typeUnweighted, no multiple edges
ReciprocalContains reciprocal edges
Directed cyclesContains directed cycles
LoopsDoes not contain loops


Size n =25,379
Volume m =2,411,436
Loop count l =0
Wedge count s =2,540,149,983
Claw count z =4,023,145,032,261
Cross count x =6,335,282,762,311,281
Triangle count t =207,627,545
Square count q =229,681,066,242
4-Tour count T4 =1,847,041,575,702
Maximum degree dmax =13,802
Maximum outdegree d+max =927
Maximum indegree dmax =13,790
Average degree d =190.034
Fill p =0.003 749 50
Size of LCC N =25,356
Size of LSCC Ns =12,361
Relative size of LSCC Nrs =0.487 440
Diameter δ =11
50-Percentile effective diameter δ0.5 =1.830 79
90-Percentile effective diameter δ0.9 =2.793 18
Median distance δM =2
Mean distance δm =2.435 02
Gini coefficient G =0.685 563
Balanced inequality ratio P =0.249 247
Outdegree balanced inequality ratio P+ =0.286 473
Indegree balanced inequality ratio P =0.192 730
Relative edge distribution entropy Her =0.896 802
Power law exponent γ =1.265 36
Tail power law exponent γt =1.981 00
Degree assortativity ρ =−0.253 599
Degree assortativity p-value pρ =0.000 00
In/outdegree correlation ρ± =+0.492 321
Clustering coefficient c =0.245 215
Directed clustering coefficient c± =0.932 808
Spectral norm α =1,314.33
Operator 2-norm ν =948.257
Cyclic eigenvalue π =383.000
Algebraic connectivity a =0.009 429 39
Reciprocity y =0.375 842
Non-bipartivity bA =0.557 060
Normalized non-bipartivity bN =0.030 386 6
Spectral bipartite frustration bK =9.289 36 × 10−5
Controllability C =14,607
Relative controllability Cr =0.576 009


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

In/outdegree scatter plot


Matrix decompositions plots



[1] Jérôme Kunegis. KONECT – The Koblenz Network Collection. In Proc. Int. Conf. on World Wide Web Companion, pages 1343–1350, 2013. [ http ]