<table><tr><th>From:</th><th>Bob Berwick &lt;a.</th></tr><tr><td>Sent:</td><td>Friday, September 11, 2015 9:36 PM</td></tr><tr><td>To:</td><td>jeffrey E.</td></tr><tr><td>Subject:</td><td>Re:</td></tr></table>

Hi =effrey

So some other thoughts about twitter sentiment. Seems =o me it might work. lots of ways to stratify =large stocks, small... )

Can we legally detect pump + dump and =f so perhaps profit?

Is option trading correlated =o twitter? Lots of possibilities - perhaps this is what =hey are =unding....

bob

On Sep 5, 2015, at 12:49 PM, jeffrey E. <jeevacation@gmail.com> =rote:

worse, danny kahnemans =ork woudl suggest that positive sentiment is expressed once you =re already the owner. not predictive of future, so =hat if you own china , you speak highly of it. and then when they =evalue everyone is caught with their pants =own.

</=tml>=