The main reason for the Nitrogen is that Nitrogen molecules are bigger then all the molecules that make up regular air. (Yes including O2 and H2O)
Fill a tire with Nitrogen and it will stay pressurized longer then when you fill it with regular air.
This is especially handy in the low pressure situations that aircraft are in when flying. You will still have pressure in you tires before landing.