I started looking around for songs that had bunny, rabbit, etc in their lyrics, title and name since it is bunny season and here is what I found.

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Here Comes Peter Cottontail

Barry Manilow - Bandstand Boogie

Jive Bunny and the Mixmasters

At the Hop - Danny and the Juniors

Jefferson Airplane - White Rabbit

Run Rabbit Run - Flanagan and Allan

Run Rabbit Run - Eminem

Roger Rabbit - Sleeping With the Sirens

Rabbit Heart - Florence and the Machine

Little Bunny Foo Foo

Lips Like Sugar - Echo and the Bunnymen

Did I miss a song?  Share your favorite Bunny, Hop or Rabbit Song