UK-based with a background in medical research.
The easist is to do a small application using dev.twitter.com, in order to retrieve the kind of tweets from the kind of twitter usrs that you find relevant: Check:
https://dev.twitter.com/docs/auth/oauthhttps://dev.twitter.com/docs/api/1/get/users/search
In this pages are 3 usefulldataset:http://nlp.stanford.edu/sentiment/
If you want more detail please dont hesitate to ask for help
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