Slice onions as thinly as possible, and place in a large bowl. In a small bowl, mix together water, vinegar and sugar; pour over onions. Cover, and marinate overnight in the refrigerator.
Drain completely, then mix in mayonnaise and celery salt. Chill 2 to 3 hours. Serve with saltine crackers.
