Place carrots, onion, green pepper, celery seed and parsley in a large salad bowl.
Combine the sugar, salt, pepper, oil and vinegar in a 2 cup measure. Microwave at high (100%) 1 1/2 to 2 minutes. Pour over vegetables and blend entire mixture well. Refrigerate overnight, stirring occasionally. Makes 8 servings.