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Coefficient of Variation Calculator

Compare standard deviation with the absolute mean to express relative variability as a percentage.

Calculate

CV is most meaningful for ratio-scale measurements with a meaningful zero and a mean away from zero.

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Formula

CV = standard deviation ÷ |mean| × 100%

Worked decision • illustrative inputs

Relative spread needs a meaningful zero

  1. For a suitable ratio-scale measurement with mean 50 and population standard deviation 5, CV is 10%.
  2. Multiplying every observation by 100 multiplies both mean and standard deviation by 100 and leaves CV unchanged. Adding an arbitrary constant does not preserve that ratio.

What the result tells you

This can compare relative spread for suitable positive ratio-scale quantities. A numerically computable ratio is not interpretable for every measurement scale.

Before you use the result

A zero or near-zero mean makes the ratio undefined or unstable. Celsius temperatures, arbitrary score origins and negative values require care; using the absolute mean does not resolve those limitations.

References for this method

Useful for

Questions

Why is CV undefined when the mean is zero?

The formula divides standard deviation by the magnitude of the mean, so a zero mean makes the ratio undefined.

Should I use sample or population CV?

Use the standard-deviation convention required by your data context; the calculator shows both when sample SD is defined.

Supporting guides

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