If you cast a die 100 times, 45 times of which a 3 is rolled, how do you determine if it's chance or rigged?

I'm sure there are statistical equations that take into account the number of trials, expected results, actual results, and calculate what the chances are that it is random, as opposed to some other influence, but I am having a hard time finding it, and explained in reasonably simple terms...help!