Hi Sonal
I would too echo the suggestions from Priyanka & Francisco, the most preferable solution would be to avoid/fix it in source of data.
If you convert/change the data in BW using logics then you are basically creating deviations (Despite being master data) between the source and BW system and at times confuse users.
Ashish