# Graphviz centrality

**URL:** <https://forum.graphviz.org/t/graphviz-centrality/521>\
**Category:** Uncategorized\
**Created:** [January 26, 2021, 11:53am UTC](https://forum.graphviz.org/t/graphviz-centrality/521 "2021-01-26T11:53:10Z")\
**Posts on this page:** 5\
**Page:** 1

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**Author:** ![AnnaAst](https://avatars.discourse-cdn.com/v4/letter/a/ee7513/32.png) [@AnnaAst](https://forum.graphviz.org/u/AnnaAst)\
**Post date:** [January 26, 2021, 11:53am UTC](https://forum.graphviz.org/t/graphviz-centrality/521/1 "2021-01-26T11:53:10Z")

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Hello everybody,  
does anybody know whether Graphviz can calculate centrality (degree, betweenness centrality, closeness centrality), density and clique analysis?  
Thank you in advance!

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**Author:** ![steveroush](https://avatars.discourse-cdn.com/v4/letter/s/a9adbd/32.png) [@steveroush](https://forum.graphviz.org/u/steveroush)\
**Post date:** [January 26, 2021, 4:57pm UTC](https://forum.graphviz.org/t/graphviz-centrality/521/2 "2021-01-26T16:57:12Z")

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Can you provide or point to definitions of centrality

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**Author:** ![scnorth](https://sea2.discourse-cdn.com/graphviz/user_avatar/forum.graphviz.org/scnorth/32/89_2.png) [@scnorth](https://forum.graphviz.org/u/scnorth)\
**Post date:** [January 27, 2021, 2:26am UTC](https://forum.graphviz.org/t/graphviz-centrality/521/3 "2021-01-27T02:26:00Z")

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Graphviz doesn’t have that. As you must know there are other packages that have those functions. I recommend NetworKit for its scalable approximation algorithms.

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**Author:** ![AnnaAst](https://avatars.discourse-cdn.com/v4/letter/a/ee7513/32.png) [@AnnaAst](https://forum.graphviz.org/u/AnnaAst)\
**Post date:** [January 28, 2021, 1:59pm UTC](https://forum.graphviz.org/t/graphviz-centrality/521/4 "2021-01-28T13:59:02Z")

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> **[Social network analysis](https://en.wikipedia.org/wiki/Social_network_analysis)**
>
> South Asia 
> Middle East
> Europe
> North America

Here: In computer-supported collaborative learning → Key Items is what I was referring to but I already got the answer.  
Thank you!

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**Author:** ![AnnaAst](https://avatars.discourse-cdn.com/v4/letter/a/ee7513/32.png) [@AnnaAst](https://forum.graphviz.org/u/AnnaAst)\
**Post date:** [January 28, 2021, 1:59pm UTC](https://forum.graphviz.org/t/graphviz-centrality/521/5 "2021-01-28T13:59:41Z")

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Thank you very much for the reply, it helps me a lot!