Yes, the data visualization is misleading. A pie chart is designed to represent parts of a whole, and the sum of its segments should equal 100%. In this case, the values provided (11, 18, 20, 11, 11, 24, 5) sum up to 100, so there seems to be an error in labeling the "misleading_attribute." The pie chart is not misleading based on the data provided.