Reese's chocolates, a much-coveted treat at Halloween, Easter, or even at the grocery store checkout line, are famous for their peanut butter filling. In fact, Americans love these popular candies so much that their annual production could provide one candy for every person in the U.S., Europe, Australia, Japan, China, Africa, and India.