Goal: How to drill a hole in a penny?

Which of the following methods is more reasonable for accomplishing this goal?
Spray WD-40 on to the penny, letting the rim of it hold a puddle to help keep the bit cool. Place the pennies in your carpenter's pincers then use a drill in the center. Chisel down the raised edges.