[1][3] The CD version featured the discs themselves housed in custom-fitted pockets in sleeves with standard LP-size jackets.

Alapalooza, Bad Hair Day, Running with Scissors, Poodle Hat, and Straight Outta Lynwood) appeared on vinyl.

Off the Deep End, Alapalooza, Bad Hair Day, Running with Scissors, Poodle Hat, Straight Outta Lynwood, Alpocalypse, and Mandatory Fun) were produced by Yankovic himself.

This release, exclusive to this box set, is composed entirely of rare and unreleased tracks from Yankovic's career.

After the song was played a few times on Dr. Demento's radio program, the host received a cease-and-desist letter from the Beatles' lawyers ordering him to stop airing the spoof.

In order to get the song on the Medium Rarities album, Yankovic had to get permission from both Bandai Namco Entertainment (the company that owns the rights to Pac-Man) and the estate of George Harrison (the writer of "Taxman").