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When you first join the game, you click on 'New Player', and you choose your gender. Once you do that, you can customize your character, choosing skin color, hairstyle, eye position, and facial expression. Finally, you choose a Kart, and your username, password, and security question.

Skin Color
Skin color is one of two things (facial expression is the other) that you can choose that doesn't impact anything else.