Maybe he's a fan of haikus and fine cheese.
The first words we hear out of his mouth are all about being late and unless he's needling Alice when she's trying to shrink down after becoming a monstrously large girl we don't get to gather a lot more information about him.Maybe now that the White Rabbit is on time we can learn more about him.