To calculate mutual information, the probability (chance) of all possible events, and the probability of them happening at the same time, is needed. For example, to measure mutual information between month and temperature we would need to know how many days in the year are 10 degrees Celsius, how many days out of the year are March and finally how many days are 10 degrees Celsius in March.