>I am going to develop an application that is doing large-scale
>analysis of twitter data for scientific purposes at my university.

See
http://www.readwriteweb.com/cloud/2010/10/-takes-away-the-complexity.php

BigSheets is a tool created by IBM which can run (through) streams of
Twitter data for days, weeks or even months on particular keywords.
That data can then be mashed up with internal information.

Every possible type of twitter data mining is covered here (in brief).
http://isc.sans.edu/diary.html?storyid=5728&rss

~~~ Mohan

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