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in reply to How do we find statistical distribution of a given set of numbers?

Greetings Sameet:
When checking for "randomness" of data the first module that comes into my mind is Statistics::Chisquare, however, I if I were you I would conduct a generalized search on CPAN for Statistics modules. The search will yield a whole host of additional modules that I am certain you will find quite useful to your current task and perhaps future ones as well.