Club soda is nothing but carbonated water with minerals added for a slightly salty, earthy flavor, and has an identical nutritional profile to plain water, save for extra sodium, calcium, potassium, and magnesium. Meanwhile, quinine is the ingredient that gives tonic water its bitter flavor, and sugar is often added to balance out the taste.