People head door the door during Obama rally in Bristow, Virginia (video)

A few can be seen leaving at the 1:45 mark, by the 2:45 mark it's a steady stream. 

Wow. Steady stream of cold people trotting towards the exit in the middle of Obama's speech.
— Charlie Spiering (@charliespiering) November 4, 2012