Without knowing where you're flying from, no one can give you particularly helpful answers. No one can tell you with certainty which section of the plane will be more crowded.

12/31 isn't a particularly light travel day -- a flight at night might have less travelers. But there are far too many factors that go into how full a plane is. The date is just one of them.