If you had a real thermometer that was accurate, how could you modify your experimental thermometer to read actual temperatures?

You could do an experiment where you record the temperature of various liquids and compare them in a chart. You could then calculate how off your thermometer is and readjust the scale on it so that it’s readings match that of the real thermometer