Clustering Analysis

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Hii,
I have a dimeric protein whose RMSD plot looks a bit unusual. I am attaching the plot for reference here. I wanted to ask, that does clustering analysis for this data would help in refining the plot or would it provide some insights into the structural dyamic features of the protein?