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The following link has some information about connecting to Twitter--although it's no longer up to date. It looks like someone found another tool ScraperWiki
Then, you can create calculated fields that will help you find negative or positive words using the contains function, for example.
Hope this helps a bit!
Thanks a lot for your reply.
The link shared by you definitely helps me.