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The three ways to represent a scale are nominal, ordinal, and interval/ratio scales. Nominal scales categorize data without a specific order, such as labels or names. Ordinal scales indicate a rank order among categories, reflecting relative positions but not measurable differences between them. Interval and ratio scales provide measurable differences between values, with interval scales having equal distances between points and ratio scales containing a true zero point, allowing for meaningful comparison of magnitudes.

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