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In this discussion, edge-betweenness and fastgreedy community detection methods are mentioned as hierarchical method. I am trying to collapse communities to single nodes for analyzing aggregate interation between communities. I started with multilevel or lovain method (Blondel et al.) for a start, assuming it is a hierarchical method. But I am not able to get the dendogram for the same. I guess it is not a hierarchical procedure and I may have to use one of the above two procedures instead.

Any other hierarchical community detection procedure that I can explore?

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