Cultures that used base 12 counted on their finger joints with their thumb. 12 for each hand. Many common folk did that since you could count much higher if you counted by the dozen using both hands. Go from counting to 10 to finger counting to 12 dozen or a gross(144 in base10). Since we still have the English words for base12, you can see how close we were to adopting it.