chowder is a rich, creamy soup that often contains clams and potatoes. seafood chowders are typical in the northeast, with new england clam chowder being the most famous. other seafood chowders skip the clams and swap in scallops, shrimp, lobster, crab or even fish like cod or smoked salmon.