Los Angeles - The most popular guilty pleasure song is Mambo No. 5.
The hit track by Lou Bega - which was released in 1999 - came out on top when music streaming website Spotify analysed over 120 000 'Guilty Pleasure' playlists in the US.
The track was closely followed by Wham!'s Wake Me Up Before You Go Go, and My Sharona by The Knack.
The music site also analysed the differences between men and women's guilty pleasure playlists.
For the girls, One Direction's What Makes You Beautiful took the top spot in front of the Spice Girls and Backstreet Boys.
While the boys chose Carly Rae Jepsen's Call Me Maybe, which was closely followed by Journey and Britney Spears.
Watch Mambo No. 5 here: