Hit Me With Your Best Shot-Pat Benetar

Melt-Banana- Chain-Shot to Have Some Fun

Where Eagles Have Been, by Wolfmother

Been There All The Time - Dinosaur JR

It's Been Such A Long Time, by Boston

You Shook Me All Night Long - AC/DC

Closure in Moscow- A Night At the Spleen

It's not at all necessary, but it might be better if you posted the song title first, then the artist to avoid confusion.

I Love The Night, by Blue Oyster Cult

I mean you, Thelonious Monk

I shouldn't count.

You Can't Always Get What You Want - The Rolling Stones

Always Look On The Bright Side of Life from Monty Python(Life of Brian).

Just first thing that popped in my head. I gotta dig out that DVD now. haha.

EDIT: In fact, anyone that feels the need to watch it after reading this, I've made it easy for you:

The Same Boy You've Always Known - The White Stripes

Hallo Space Boy-David Bowie

Space Oddity - David Bowie

Space Dementia - Muse

Space and Time - The Verve

Space Oddity by David Bowie

Already mentioned it but...

Space Truckin' - Deep Purple

Space Travel Is Boring - Modest Mouse

Space Baby - The Tubes

I Can't Quit You Baby - Led Zeppelin

A Weather - Baby, It's Cold Outside

Baby I Love Your Ways - Peter Frampton

Bombadil - So Many Ways To Die

Die Young - Black Sabbath

Stay Young - Oasis

Forever Young - Bob Dylan

Live Forever - Oasis

jackie green - i don't live in a dream

Who Wants To Live Forever - Queen

Only Ones Who Know - Arctic Monkeys

Who Are You - The Who

Are You Gonna Be My Girl? - Jet

You Got Another Thing Comin' - Judas Priest

Another One Bites The Dust - Queen

Dust Bowl Dance - Mumford & Sons

Dance The Night Away - Van Halen

Dance Dance By Fallout Boy

Take Me Away - Blue Oyster Cult

EDIT: Oops I was slow SKIP ME!