In the Navy is a song originally sung by the group Village People that appeared in the episode Simpson Tide where the crew, as per naval tradition, sing this "ancient sea chanty" as they start sailing in their submarine. The Village People themselves also appear, along with Smithers, singing on top of the submarine, but are drowned as they and the submarine submerge.

This song also appears on Horatio McCallister's Sea Chanties CD album.

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