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Best visualization tool to analyze evolving communities?

Hi everyone,

I'm trying to analyze graphs about social media. The graphs contains time information, so it's possible to do some time series analysis. For each time point, I can run a community detection algorithm to detect communities at that time. I can see that the communities are evolving: nodes in smaller communities are sometimes merging into a bigger community, and sometimes they are splitting up. However, I failed to find a comprehensive visualization tool to analyze and demonstrate the evolution of the communities. Does anyone recommend a tool to serve this purpose? Thank you.

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