Major city on Florida's west coast; Hillsborough County seat; largest in Tampa Bay area. Known for warm climate, beaches, nightlife, pro sports (Buccaneers, Lightning, Rays).
Large natural harbor on the same coast. Rich marine life (dolphins, manatees, sea turtles). Popular for fishing, boating, swimming.
In short: Tampa is the urban center; Tampa Bay is the adjacent estuary.