The candy weighing demonstration, or, the unwisdom of crowds
Get some candies of different sizes and shapes and put them in a bag. Have students estimate the mass of the ensemble by choosing 5 candies, finding their average mass, and multiplying by the number of candies. Their estimate will be too large because their sampling will be biased toward the larger candies.
via God Plays Dice