You can mix many sodas with bourbon, but soda water is the only one that won't interfere too drastically with the taste of a fine spirit, not to mention that flavored sodas are full of overwhelmingly sweet sugar. However, if your goal is to taste, feel, and smell every note of the whiskey, soda water still isn't a great choice.