Notsensibles originally released four singles and an album. There were two versions of the album. Later, they released an Instant Classic CD, combining tracks from both versions of the album. They also released a singles CD featuring ‘Oh Boy, Now I’m in Fashion’ in addition to the four original singles. They re-issued I’m in Love with Margaret Thatcher in 2013 when Margaret Thatcher died.