Although the tag-line for Halloween may be "trick or treat," Easter tops the list as the holiday in which Americans spend the most money on candy. Surpassing October 31 by slim one million dollar margin, Easter, with its chocolate bunnies and yellow peeps, can officially be declared the true candy holiday.