The document discusses various ways that graphs can be misleading, including not starting the scale at zero, using a small scale to exaggerate differences, omitting scale values or labels, using an incorrect scale, making pieces of a pie chart incorrect sizes, depicting objects as oversized relative to the actual scale differences, using images of different sizes in pictographs to misrepresent categories, and using non-standard graph shapes or sizes. The goal is to trick the viewer into misunderstanding the relationships or quantities being depicted.