It doesn't have to be all 80s! Here's my list so far, in no order. I haven't included the Hindi dance music but there's a bunch of that too.
Prince
I Would Die 4 U
Kiss
1999
I Wanna Be Your Lover
Let's Go Crazy
Delirious
Michael Jackson
Billie Jean
Beat It
Rock With You
Don’t Stop Till You Get Enough
Wanna Be Starting Something
Madonna
Like A Prayer
Vogue
Borderline
Bee Gees
Stayin’ Alive
You Should Be Dancing
Everything else
Bust A Move - Young MC
I Love Rock and Roll - Joan Jett
Lady Marmalade - Labelle
It's Raining Men - Weather Girls
Come On Eileen - Dexy's Midnight Runners
Pump It - Black Eyed Peas
Thrift Shop - Macklemore
Brick House - Commodores
It’s Tricky - Run DMC
Rio - DD
Respect - Aretha Franklin
What I Like About You - Romantics
I Will Survive - Gloria Gaynor
Hungry Like the Wolf - DD
Pour Some Sugar on Me - Def Leppard
Twist and Shout - Beatles
Dancing Queen - Abba
Zoot Suit Riot - Cherry Poppin' Daddies
Ghetto Superstar - Pras
Low - FloRida
Mustang Sally - Commitments
Walking On Sunshine - Katrina and the Waves
Hot Stuff - Diana Ross
Superfreak - Rick James
My Sharona - The Knack
Play That Funky Music - Wild Cherry
Love Shack - B-52s
Superstition - Stevie Wonder
Blister in the Sun - Violent Femmes
Jump Around - House of Pain
Don’t You Want Me - - Human League
Good Times - Kool & the Gang
Push It - Salt n Pepa
I Feel Love - Diana Ross
You Can Call Me Al - Paul Simon
Let’s Dance - Bowie
A Little Respect - Erasure
Goody Two Shoes - Adam Ant
Word Up - Cameo
Groove is in the Heart - DeeLite
Superfreak - Rick James
Freedom - George Michael
Pump Up the Jam - Technotronic
Everybody Dance Now - C&C Music Factory
Rapper’s Delight - Sugarhill Gang
SexyBack - JT
Never Gonna Get It - En Vogue
Burning Down the House - Talking Heads
Bad Romance - Gaga
Just Dance - Gaga