Pearl's example of conditioning on a variable is a dataset that includes true/false values for fire, smoke, and alarm. To look at the rate at which fires occur or the smoke alarm goes off when smoke is present, we would want to look at only rows where smoke = 1., ignoring the other rows of the table.