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What do you mean by "difference of their current networks"? Is it number of nodes and edges, or dynamics of their network measures like transitivity, reciprocity etc? Can you send the links to the examples of visualizations you want to achieve? It would be really helpful.
Without it I can suggest only the most obvious options:
Hope that helps,