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Re: [igraph] Transitivity
From: |
Tamás Nepusz |
Subject: |
Re: [igraph] Transitivity |
Date: |
Mon, 19 Mar 2012 14:43:02 +0100 |
> 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
- [igraph] Transitivity, Thomas, 2012/03/19
- Re: [igraph] Transitivity,
Tamás Nepusz <=
- Re: [igraph] Transitivity, Moses Boudourides, 2012/03/19
- Re: [igraph] Transitivity, Tamás Nepusz, 2012/03/19
- Re: [igraph] Transitivity, Moses Boudourides, 2012/03/19
- Re: [igraph] Transitivity, Gábor Csárdi, 2012/03/20
- Re: [igraph] Transitivity, Moses Boudourides, 2012/03/20
- Re: [igraph] Transitivity, Gábor Csárdi, 2012/03/20