That's a #35 drill bit. Don't know if a Home Depot-like place would carry number drills, but a good hardware store should, or any industrial machine supply place, or mail order it from www.mcmaster.com or www.mscdirect.com or cheesy ones that should last one or two holes from www.harborfreight.com or ...