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If at least one of the variables has been measured on an ordinal or ratio scale then the pairs of values can be plotted and the resulting graph examined for a relationship.

If neither variable has been measured on one of these kinds of scales then the pairs of values can be arrayed in a contingency table and it can be examined or tested for a relationship.

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