Great "mean" example Nancy. A real life situation that illustrates how tricky using "average" to interpret data can be is when our administration tells the public about the proposed tax refund. They keep telling us how much the average household will receive. Does that really represent what the "typical" American household will receive?
Data experience, like the ones in The Shape of the Data, encourage students to think about how real world data is being collected and used.