Slice the skin off each orange, removing both the peel and the white skin or pith. Coarsely chop the oranges and reserve.
Place the chopped oranges, orange juice from the oranges, anchovies, onion, olives, and basil leaves in a salad bowl. Drizzle with extra-virgin olive oil and season with salt and pepper. Toss well and serve