Africans are the only race with no Neanderthal in them, so maybe this accounts for the much different shape of black noses.
https://www.science.org/content/article/africans-carry-surprising-amount-neanderthal-dna
(the title is error — the reason for the DNA is that they are our ancestors, not our cousins)