It Ain't Wot You Do (It's The Way That You Do It) - The Fun Boy Three with Bananarama
Dude that is SO a swing dance song originally!
T'ain't What You Do (It's the Way That You Do It)" is a song recorded by Fun Boy Three and Bananarama. The song was originally written in 1939 and recorded by Sy Oliver. Originally a jazz tune, it was transformed into a pop song with ska elements in 1982. It was included on Fun Boy Three's debut self-titled album, but it wasn't available on a Bananarama album until 1988's Greatest Hits Collection.
Okay here's most of my 80s playlist - sorry if some have already been mentioned:
Hazy Shade of Winter - the Bangles
Don't Be Cruel - Cheap Trick
Just Like Heaven - the Cure
Come On Eileen - Dexy's Midnight Runners
Break My Stride - Matthew Wilder
Too Shy - Kajagoogoo
C'est La Vie - Robbie Nevil
In a Big Country - Big Country
Everybody Wants to Rule the World - Tears for Fears
The Future's So Bright, I Gotta Wear Shades - Timbuk 3
I Can't Wait - Nu Shooz
Uptown Girl - Billy Joel
The Man We All Know and Love - Kwame
The Captain of Her Heart - Double
Who Can It Be Now - Men at Work
Der Kommissar - After The Fire
Dance Hall Days - Wang Chung
You Spin Me Round - Dead or Alive
Tainted Love - Soft Cell
What I Like About You - the Romantics
99 Luftballoons - Nena
Rock This Town - Stray Cats
One Thing Leads to Another - the Fixx
Strut - Sheena Easton
Self Control - Laura Branigan
Let the Music Play - Shannon
A Little Respect - Erasure
Skankin' to the Beat - Fishbone
Hold Me Now - Thompson Twins
Electric Blue - Icehouse
Cult of Personality - Living Color
No One is to Blame - Howard Jones
Don't Dream It's Over - Crowded House
There's more but I'm too tired to keep typing....

But how could I forget.....
WHO'S JOHNNY? El DeBarge!!
