Combine the mustard, sugar, and 1 tablespoon water in a small bowl; whisk to blend thoroughly. Let sit while you proceed with the recipe.
Heat the oil in a deep-fryer or deep saucepan; use a thermometer to make sure the temperature stays between 350° and 375°F. Do not prepare the shrimp until the oil is ready.