Wikipedia links (vls)

This network consists of the wikilinks of the Wikipedia in the West Flemish language (vls). 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_vls
NameWikipedia links (vls)
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
LoopsContains loops


Size n =9,941
Volume m =128,212
Loop count l =2
Wedge count s =10,269,202
Claw count z =1,742,304,405
Cross count x =221,806,146,512
Triangle count t =844,040
Square count q =70,966,457
4-Tour count T4 =609,004,634
Maximum degree dmax =909
Maximum outdegree d+max =704
Maximum indegree dmax =806
Average degree d =25.794 6
Fill p =0.001 297 38
Size of LCC N =9,933
Size of LSCC Ns =7,764
Relative size of LSCC Nrs =0.781 008
Diameter δ =9
50-Percentile effective diameter δ0.5 =3.197 90
90-Percentile effective diameter δ0.9 =4.326 03
Median distance δM =4
Mean distance δm =3.675 34
Gini coefficient G =0.697 636
Balanced inequality ratio P =0.232 580
Outdegree balanced inequality ratio P+ =0.234 510
Indegree balanced inequality ratio P =0.218 778
Relative edge distribution entropy Her =0.893 569
Power law exponent γ =1.498 06
Tail power law exponent γt =2.481 00
Tail power law exponent with p γ3 =2.481 00
p-value p =0.000 00
Outdegree tail power law exponent with p γ3,o =2.231 00
Outdegree p-value po =0.000 00
Indegree tail power law exponent with p γ3,i =1.841 00
Indegree p-value pi =0.000 00
Degree assortativity ρ =−0.063 289 1
Degree assortativity p-value pρ =3.070 42 × 10−173
In/outdegree correlation ρ± =+0.716 783
Clustering coefficient c =0.246 574
Directed clustering coefficient c± =0.553 024
Spectral norm α =234.799
Operator 2-norm ν =126.220
Algebraic connectivity a =0.168 740
Reciprocity y =0.469 940
Normalized non-bipartivity bN =0.112 524
Algebraic non-bipartivity χ =0.204 764
Spectral bipartite frustration bK =0.002 592 09
Controllability C =2,840
Relative controllability Cr =0.285 686


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 ]