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The independent variable, if there is one, is usually plotted on the x-axis, not the y-axis. So the question is based on false premises.

The practice of putting the dependent variable on the vertical, y-axis is just a matter of convention. There is no mathematical justification for it.

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Q: Why does the independent variable go on the y axis?
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