This article contains stories from several grades K-5 classrooms used to illustrate the importance of children assuming a critical orientation toward data displays. Some of these critical attitudes stem from students questioning the question, examining what the data do not say, analyzing the categories for the data, and identifying the background knowledge and experience of the sample population.