Start with Hoovers.com or another list service. Be prepared to spend a little money though. These lists are not available for free and can run some money. You should start woth a smaller list and see what results you get first.
All restaurants must have a valid permit to operate and that permit is public information. Your local department of health has all of that information. Log onto your countys website and navigate through. good Luck