Graph-based Analysis of Datasets in the LOD Cloud

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Datasets in this knowledge domain stand out with a significantly larger path length of traversal relations (cf. measure diameter). The modeling strategy here seems fairly concise, resulting in a low average number of types and outgoing predicates/edges per subject, which is reflected by the measures mean out degree and max partial out degree.

All datasets are clustered into three groups:

universal-dependencies-treebank-... (63 datasets)
apertium-rdf-... (22 datasets), and
other (37 datasets)

Analyzed datasets in this domain

Name	# of Edges
panlex	`291,314,466`
getty-aat	`20,196,996`
semanticquran	`15,741,399`
xwn	`12,798,534`
saldom-rdf	`8,349,115`
lemonwiktionary	`3,501,697`
olac	`3,133,455`
ids	`1,984,385`
catalan-eurowordnet-lemon-lexicon-3-0	`1,841,180`
jrc-names-mlode	`1,712,143`
associations	`1,674,376`
saldo-rdf	`1,382,823`
basque-eurowordnet-lemon-lexicon-3-0	`1,215,583`
universal-dependencies-treebank-russian-syntagrus	`952,493`
apertium-rdf-es-ast	`825,547`
apertium-rdf-en-ca	`759,613`
galician-eurowordnet-lemon-lexicon-3-0	`734,979`
apertium-rdf-es-ca	`730,513`
lexvo	`726,674`
apertium-rdf-eo-fr	`726,288`
universal-dependencies-treebank-japanese-ktc	`641,336`
apertium-rdf-eo-en	`617,779`
universal-dependencies-treebank-catalan	`595,302`
universal-dependencies-treebank-czech	`580,968`
apertium-rdf-en-es	`576,329`
universal-dependencies-treebank-spanish-ancora	`534,629`
apertium-rdf-fr-es	`495,621`
parole-simple-lexinfo-ontology-lexicons	`441,203`
apertium-rdf-eo-ca	`426,308`
apertium-rdf-en-gl	`425,124`
asit	`422,260`
apertium-rdf-es-ro	`400,373`
universal-dependencies-treebank-hindi	`385,655`
apertium-rdf-eo-es	`380,205`
simple	`372,294`
iwn	`368,442`
apertium-rdf-oc-ca	`346,353`
swefn-rdf	`339,385`
universal-dependencies-treebank-arabic	`319,776`
apertium-rdf-oc-es	`317,169`
universal-dependencies-treebank-galician	`298,144`
apertium-rdf-es-pt	`279,252`
universal-dependencies-treebank-romanian	`269,631`
apertium-rdf-eu-en	`265,473`
apertium-rdf-eu-es	`262,343`
universal-dependencies-treebank-norwegian	`262,249`
universal-dependencies-treebank-english	`247,670`
universal-dependencies-treebank-ancient-greek	`244,725`
universal-dependencies-treebank-portuguese-br	`237,097`
pdev-lemon	`236,360`
pdevlemon	`236,360`
apertium-rdf-pt-gl	`234,072`
gemet-annotated	`231,297`
universal-dependencies-treebank-estonian	`230,731`
universal-dependencies-treebank-portuguese-bosque	`218,637`
universal-dependencies-treebank-basque	`211,684`
apertium-rdf-es-gl	`206,291`
universal-dependencies-treebank-swedish	`197,505`
apertium-rdf-ca-it	`180,858`
universal-dependencies-treebank-ancient-greek-proiel	`178,945`
apertium-rdf-pt-ca	`163,156`
universal-dependencies-treebank-finnish-ftb	`161,090`
universal-dependencies-treebank-german	`156,450`
de-gaap-ontology-lexicon	`153,910`
de-gaap-ontology-lexicon	`153,910`
universal-dependencies-treebank-bulgarian	`152,113`
universal-dependencies-treebank-slovenian	`152,041`
apertium-rdf-fr-ca	`152,009`
universal-dependencies-treebank-persian	`149,473`
universal-dependencies-treebank-latin-proiel	`145,572`
germlex	`144,203`
universal-dependencies-treebank-slovak	`128,165`
multext-east	`127,651`
universal-dependencies-treebank-hebrew	`116,131`
universal-dependencies-treebank-czech-cac	`110,830`
universal-dependencies-treebank-italian	`110,208`
universal-dependencies-treebank-chinese	`97,507`
universal-dependencies-treebank-russian	`91,389`
bll-thesaurus	`90,181`
universal-dependencies-treebank-finnish	`86,868`
universal-dependencies-treebank-turkish	`84,873`
universal-dependencies-treebank-indonesian	`82,854`
apertium-rdf-es-an	`72,004`
universal-dependencies-treebank-polish	`70,610`
universal-dependencies-treebank-spanish	`69,082`
universal-dependencies-treebank-english-esl	`67,636`
universal-dependencies-treebank-english-lines	`66,341`
universal-dependencies-treebank-swedish-lines	`64,178`
universal-dependencies-treebank-latin-ittb	`63,788`
universal-dependencies-treebank-portuguese	`63,549`
universal-dependencies-treebank-french	`61,160`
universal-dependencies-treebank-dutch	`58,542`
universal-dependencies-treebank-croatian	`55,726`
universal-dependencies-treebank-greek	`55,063`
universal-dependencies-treebank-vietnamese	`53,112`
universal-dependencies-treebank-danish	`51,377`
clld-sails	`50,950`
universal-dependencies-treebank-gothic	`49,589`
universal-dependencies-treebank-old-church-slavonic	`49,577`
universal-dependencies-treebank-latin	`47,094`
universal-dependencies-treebank-czech-cltt	`41,517`
universal-dependencies-treebank-latvian	`40,263`
universal-dependencies-treebank-dutch-lassysmall	`39,064`
universal-dependencies-treebank-irish	`37,208`
universal-dependencies-treebank-hungarian	`37,181`
universal-dependencies-treebank-slovenian-sst	`31,707`
sentiws	`30,339`
universal-dependencies-treebank-galician-treegal	`25,241`
universal-dependencies-treebank-japanese	`22,372`
universal-dependencies-treebank-tamil	`22,056`
mlsa	`20,898`
geodomainwn	`20,557`
news-100-nif-ner-corpus	`12,329`
rss-500-nif-ner-corpus	`10,078`
universal-dependencies-treebank-uyghur	`9,492`
reuters-128-nif-ner-corpus	`7,007`
universal-dependencies-treebank-kazakh	`6,443`
universal-dependencies-treebank-coptic	`3,856`
kore-50-nif-ner-corpus	`3,201`
universal-dependencies-treebank-sanskrit	`2,418`
universal-dependencies-treebank-ukrainian	`1,535`
isocat	`808`