Ram, If you install pandas from source, (https://github.com/pandas-dev/pandas#installation-from-sources) then there is a reasonable chance that you will be able to tie the error messages to the source code.
If you are finding that the error messages are not clear then I would encourage you to raise ticket(s) and possibly pull requires for those error messages to clarify them – I am reasonably sure that the authors of Pandas would welcome constructive feedback but it does need to be specific of course. Steve Barnes
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