Personality does correlate with gender, albeit very weakly. And differences in 'race' correlate with different social/cultural contexts to an extent that might

Personality does correlate with gender, albeit very weakly. And differences in 'race' correlate with different social/cultural contexts to an extent that might have some effect as well - indeed, 'race' is itself a social construct that largely reflects differences in culture.