I have not flown on Thanksgiving day personally, but my parents have. Their reason was because it was cheaper than the day before or after. The logic behind this was that most people either want to be somewhere for Thanksgiving or wait to go just after and not actually travel on Thanksgiving. Most airline websites offer an option during a search for airfare. Just check that your dates are flexable, ie day before, day after.
Good luck.