This hearty, chunky tomato-based Red Clam Chowder recipe is loaded with fresh chopped clams, tender potatoes, fennel and smoky bacon. Also known as Manhattan Clam Chowder, this recipe is the perfect soup to warm you up on a chilly evening, to heat up for lunch or to serve to house guests during the holiday season.