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Check out open-source sci2/NWB analysis tool.  Their implementation of the burst 
algorithm can be found at http://wiki.cns.iu.edu/display/CISHELL/Burst+Detection




Date:    Sun, 17 Apr 2011 17:32:38 -0700
From:    Andreas Mangkudun <[log in to unmask]>
Subject: code for Kleinberg bursty algorithm

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Hi everyone - I'm looking for codes for Kleinberg's bursts detection algorithm 
that I can use and modify.
I found 
this http://search.cpan.org/~tommie/Statistics-Burst-0.2/lib/Statistics/Burst.pm 

but I can't figure out how it works.
I plan to use it for twitter and blog data stream. I get the general idea of the 

algorithm but I'm having a hard time to implement/write the code

Thank you for any help

Best,
Andre

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