Is Thug Story really by Taylor Swift?

No, "Thug Story" is not by Taylor Swift. It is a song by Tupac Shakur, from his 1993 album "Strictly 4 My N.I.G.G.A.Z". Taylor Swift is a different artist from Tupac Shakur and has a different genre of music.