Queen themselves were not shown (not freaky enough, apparently). The songs that were used as background music:

I Want to Break Free
You're My Best Friend
Another One Bites the Dust
The Show Must Go On (used twice, once just the intro chords, then later part of the chorus)
We Are the Champions