In a small mixing bowl, stir together mayonnaise, sugar and vinegar. Set aside.
In a medium bowl, combine broccoli, bacon, water chestnuts, red onion and almonds.
Stir mayonnaise mixture into broccoli mixture until evenly coated.
Cover and refrigerate 2 to 3 hours or overnight
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