Wikipedia links (kv)

This network consists of the wikilinks of the Wikipedia in the Komi language (kv). 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_kv
NameWikipedia links (kv)
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 =6,914
Volume m =211,650
Loop count l =0
Wedge count s =25,298,563
Claw count z =10,702,170,031
Cross count x =1,727,335,512,670
Triangle count t =4,449,898
Square count q =716,838,868
4-Tour count T4 =5,836,176,794
Maximum degree dmax =1,468
Maximum outdegree d+max =488
Maximum indegree dmax =1,343
Average degree d =61.223 6
Fill p =0.004 428 15
Size of LCC N =6,892
Size of LSCC Ns =4,353
Relative size of LSCC Nrs =0.629 592
Diameter δ =68
50-Percentile effective diameter δ0.5 =3.118 47
90-Percentile effective diameter δ0.9 =6.188 61
Median distance δM =4
Mean distance δm =4.956 12
Gini coefficient G =0.748 630
Balanced inequality ratio P =0.207 309
Outdegree balanced inequality ratio P+ =0.217 354
Indegree balanced inequality ratio P =0.184 512
Relative edge distribution entropy Her =0.872 891
Power law exponent γ =1.410 90
Tail power law exponent γt =2.171 00
Degree assortativity ρ =−0.138 774
Degree assortativity p-value pρ =0.000 00
In/outdegree correlation ρ± =+0.753 196
Clustering coefficient c =0.527 686
Directed clustering coefficient c± =0.891 261
Spectral norm α =506.842
Operator 2-norm ν =253.771
Cyclic eigenvalue π =253.072
Algebraic connectivity a =0.001 919 11
Spectral separation 1[A] / λ2[A]| =1.395 90
Reciprocity y =0.716 759
Non-bipartivity bA =0.811 965
Normalized non-bipartivity bN =0.031 121 2
Algebraic non-bipartivity χ =0.056 447 2
Spectral bipartite frustration bK =0.000 358 129
Controllability C =2,044
Relative controllability Cr =0.295 632


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 Laplacian

Spectral graph drawing based on the normalized adjacency matrix

Degree assortativity

Zipf plot

Hop distribution

Double Laplacian graph drawing

Delaunay graph drawing

In/outdegree scatter plot

Clustering coefficient distribution

Average neighbor degree distribution


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 ]