To formalize this sort of argument, we're going to appeal to probability theory.
Intuitively, we say an event has probability p, if, given identitical circumstances, the event occurs 1000p out of 1000 times.
For example, if there is a 1% chance of thunderstorms today, then only one day like this out of 100 ends up with thunderstorms.
