I learned Spades in the USNavy, and didn't realize that it was intimately associated with African-American culture at all. I preferred Spades, but the most popular card game (at that time, in that setting) was Euchre.
I was not aware of the association with African-American culture either. I always associated it with spending time in the military. My grandfathers knew how to play from their service in WW2.