Soaking the onion in ice water takes away some of the sting.
Combine onion and water in a bowl; let stand 30 minutes. Drain well.
Peel and section oranges; cut orange sections in half crosswise. Place in a medium bowl. Add onion and avocado; sprinkle with lime juice and salt, tossing gently to combine.