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cluster analysis - Clustering Multiple Graphs

I have made graphs of the DOM structures of several web pages. Is there any way to cluster these graphs into several categories or n number of clusters? Is traditional clustering useful here, or any other mechanism is needed?

Can anyone help me with the relevant code?


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