I'm sure the elections have something to do with the violence, but most US casaulties in Iraq seem to coincide with Ramadan.
http://icasualties.org/oif/
Make that the deadliest stretches seem to coincide with Ramadan. I expect the attacks to lessen over the next couple weeks.