Replacing bars with objects
A more serious problem arises when the rectangular bars in a barchart are replaced with pictures of objects. This often visually mis-represents the proportions in the different categories — the visual importance of a bar is determined by its area or volume, not its height.
Simple bars would be clearer in the following diagram, but using a stack of small pictures does not mislead as badly.