Thanks a lot for all the responses. The general drift of all the messages was 
the suggestion to use some database management package that has a nice 
interface with R; and most of the suggestions pointed in the direction of SQL. 
I will look into the SQL package and start learning to use it along with R. 

Thanks once again for all your suggestions.

Deepankar

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