Wikipedia links (oc)

This network consists of the wikilinks of the Wikipedia in the Occitan language (oc). 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_oc
NameWikipedia links (oc)
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 =96,228
Volume m =23,312,547
Loop count l =59
Wedge count s =39,907,134,448
Claw count z =355,606,090,074,732
Cross count x =2,930,265,059,714,608,128
Triangle count t =2,777,452,238
Square count q =2,258,271,092,044
Maximum degree dmax =40,662
Maximum outdegree d+max =9,374
Maximum indegree dmax =40,426
Average degree d =484.527
Size of LCC N =94,939
Diameter δ =9
50-Percentile effective diameter δ0.5 =2.415 72
90-Percentile effective diameter δ0.9 =3.470 77
Mean distance δm =2.919 82
Balanced inequality ratio P =0.269 256
Outdegree balanced inequality ratio P+ =0.272 240
Indegree balanced inequality ratio P =0.274 363
Degree assortativity ρ =−0.072 112 1
Degree assortativity p-value pρ =0.000 00
In/outdegree correlation ρ± =+0.761 617
Clustering coefficient c =0.209 862
Directed clustering coefficient c± =0.968 228
Operator 2-norm ν =1,416.63
Cyclic eigenvalue π =1,247.00
Reciprocity y =0.743 496
Non-bipartivity bA =0.602 293
Normalized non-bipartivity bN =0.044 885 0
Spectral bipartite frustration bK =7.258 16 × 10−5


Degree distribution

Cumulative degree distribution

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 ]