We humans have always loved to associate ourselves with animals: strong as a bear, cunning as a fox and being a chicken.

Now a stallion and the white horse are in particular interesting: strength, grace, white (as in innocent), potency, speed, freedom, independence, power (as leader of his herd) and war (because horses were only for rich people and knights need a horse).

So … no surprise "chicks" love riding horses.