It's not arbitrary when black folk were specifically enslaved and segregated due to the color of their skin, and therefore developed a culture around that shared experience.
If we enslaved people based on their baldness for a few centuries and then kept discriminating against them for another century, I am sure they would have their own culture born from that shared experience.