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Re: [igraph] Transitivity


From: Moses Boudourides
Subject: Re: [igraph] Transitivity
Date: Mon, 19 Mar 2012 19:42:28 +0200

Hi Tamas,

Which algorithm do you use to compute transitivity?

Best,

--Moses


On Mon, Mar 19, 2012 at 3:43 PM, Tamás Nepusz <address@hidden> wrote:
>> Transitivity is the ratio of the triangles and the connected triples
>> in the graph
>
> "The global [clustering] coefficient is the fraction of triplets or 2-paths 
> (i.e., three nodes connected by two ties) that are closed by the presence of 
> a tie between the first and the third node. It is formally defined as:
>
> C = 3 x triangles / triplets"
>
> according to http://arxiv.org/pdf/1006.0887v3.pdf. I think this the same as 
> the definition on Wikipedia and in the Wasserman-Faust book.
>
> In your graph, the number of 2-paths is 10: {021}, {023}, {032}, {123}, {203} 
> and their reversed variants: {120}, {320}, {230}, {321}, {302}. 6 out of 
> these are connected by a tie between the first and the third node: {023}, 
> {032}, {203} and their reversed variants. Therefore, you have 6 / 10 = 0.6.
>
> Cheers,
> Tamas
>
>
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