Can white girls wear a head wrap?

I work at Walmart and I have to get up at 3 am everyday and I have the longest hair you'll ever see and sometime I just want to wrap up and go... I work with a lot of "black ladies". Do you think they'd say something rude to me? Sorry don't know where to post