She did not release her new album 1989 onto the site and has since taken down every one of her songs that was available on Spotify.
Taylor has not yet commented on the reasons she has removed her music but has said in the past that fans accessing music for free undervalues artists.
Artists make barely any money from fans listening to their music on Spotify as it is free and has limited advertising meaning not much of the money earned goes to artists with music on the site.
Spotify say they hope she will change her mind soon.
In a statement they said: “We love Taylor Swift, and our more than 40 million users love her even more!”
Do you support Taylor’s decision?