Among the visarazzi— data visualization’s foot soldiers, scientists and evangelists—”chart junk” is a no-no. If you make a bar chart about trees, for example, don’t for god sakes actually show drawings of trees. That would be silly.
However, the visarazzi probably don’t mean to prohibit chart junk food.