Long Island is an island in the Bahamas that is split by the Tropic of Cancer.Its capital is Clarence Town. Long Island is one of the Districts of the Bahamas and is known as the most scenic island in the Bahamas.The population is roughly 3,000 inhabitants.ong Island is an island in the Bahamas that is split by the Tropic of Cancer.