Thaw peas and drain well. Cut onion and red pepper into small chunks. Drain and chop up water chestnuts. In a large serving bowl, combine the peas, red pepper, onion, water chestnuts and almonds.
In a small bowl, combine the remaining ingredients. Pour over vegetables and toss gently to coat. Salt and pepper to taste. Cover and refrigerate overnight.
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