Hall & Oates - I Can't Go For That (No Can Do)

Erasure - Always

Suggested specifically due to its use in Robot Unicorn Attack.

Also, specifically this version, as the video game version seems

to have fiddled a bit with the levels and backing track.

Gunnarolla - A Pop Song About Poutine

LINK!~

Dustin & Genevieve - Hella Cravings

Embedding not available, so here's the link.

Popstar Soundtrack - Turn Up The Beef

Apparently Youtube isn't cool with embedding this one, so here's a link for reference instead.

BGA - Dong Saya Dae

Popstar Soundtrack - I'm So Humble

Codement - Soup Store

A Capella Science - Entropic Time

Good Charlotte and Simple Plan (?) - Barbie Girl

Troye Sivan - Youth

The original music video won't allow for embedding, 

so here's the lyric video. 

Dr. Mario - Fever

Babelo Filmoj - Dek Bovinoj

Rachel Bloom - I'm a Good Person

Joyce Kwon - Heartburn

Haddaway - What is Love?

Rebecca Black - Friday

After all, I hear Match Day is always on a Friday.

Flula - Hamburger Autotunes

Transition - Dui Bu Qi

Runawaybox - One Semester of Spanish Spanish Love Song