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The former has 1447 nodes with 5879 edges, a cluster coefficient of 0.195 and an average degree of 8.13; the latter has 2385 nodes with 3825 edges, a cluster coefficient of 0.126 and an average degree of 3.21.
In a network showing a hierarchical structure,
The cluster coefficient of node i is defined as Ci = 2ei/ki ki−1), where ki is the degree of node i and ei is the number of links connecting ki neighbors of node i to one another [12].
The global or mean clustering coefficient C i of the network is the average cluster coefficient of all vertices.
Including all metabolites in the CIN yielded a degree correlation coefficient, r d, of -0.3 and an increased mean cluster coefficient of 0.7.
However, the formative phase of the ANCHUL study provided a prevalence estimate of 48%% and between cluster coefficient of variation (k) for this variable was 0.22 [ 20].
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Newman has shown that the clustering coefficient of a network that exhibits power law distribution of connections or degrees-that is, its tendency to cluster-is related to the exponent of the distribution.
(Var 3) 0.66 0.79 Clustering coefficient of Nei.
Figure 7 Univariate clustering: coefficient of variation distribution.
Fig. 4 Clustering coefficient of node 'a' in directed graph.
The average of the clustering coefficients of all the individual nodes is the clustering coefficient of the whole network C.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com