ELI5:the difference between a singer and a vocalist.

My so called musically inclined friends say there is a difference between the two. Suposedly a singer sings in tune and with the music, while a vocalist is like a screamo or rock singer who instead just lays their vocals over a track. I dont fully trust their info. But if this is true then what would a rapper be?