Old English lemon oil is not a bad choice, but it is just scented mineral oil. Buy a bottle of mineral oil at a pharmacy for a third the price and you will be way ahead.
Use a small amount on a clean rag and wipe it as dry as you possibly can.
Paste wax will reduce the chance of future build-up...