Hello Brijesh,
Welcome to the forums! 
These are PCoA plots and because these are less common, lot of folks have questions about them. I did my best to explain it in this post!
The moving picture tutorial includes this section on PCoA plots with examples of how to make PCoA plots and graph them with Emperor
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