It depends. Last year we were planning to hit up the outlets at midnight, and then go wait in line at Walmart and do the rest of our shopping. My boyfriend ended up having emergency back surgery at 10:00 p.m. the night before Thanksgiving so I didn't get to shop.
In past years I"ve left the house about 4:30 a.m. and gotten home about noon, and gone back out in the evening.