The "who is fantastic who is fashionista" part are not chorus, the actual choruses are "tanoshimo! Change my clothes - jinsei kikonashite miseru yo" part
Yeah, kinda sucks that Spotify don't include bonus songs. Missed out quite a lot of gems. My day just don't feel right without Happy Nyan Days. At this point, just wait if they will make a compilation album that includes these songs.