➤ Why does standard deviation change when you add or multiply data values?
Adding a constant shifts every value and leaves standard deviation unchanged. Multiplying all values scales the standard deviation by that factor. Variance scales by the factor squared. Remember that variance uses squared units, while standard deviation returns measures to the original units.
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