Question: what is the significance of the standard deviation in the empirical rule?
Answer: The Empirical Rule states that almost all data lies within 3 standard deviations of the mean for a normal distribution. Under this rule, 68% of the data falls within one standard deviation. Ninety-five percent of the data lies within two standard deviations. Within three standard deviations is 99.7% of the data.