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a Venn diagram consists of two overlapping circles, and is generally used as a compare and contrast diagram. a diagram in general is just a way to show information. in short, they are not the same thing, a venn diagram is a type of diagram.
tree diagram?
Venn diagram
When a Venn Diagram is used to compare items, the overlapping area in the diagram shows the common items between the two items being compared. The area outside the overlap shows the contrast between the two items.
A graph refers to a diagram that shows the relation between variable quantities. Bar graphs are often used to show statistical comparisons because they show the relevant data side by side.