Start by trimming the tough stems. Separate all of the leaves and soak them in a large bowl of water for 5-10 minutes. The dirt will sink to the bottom of the bowl or you can use your hands to rub any stubborn dirt off of the leaves. Remove from water and rinse thoroughly.