Use mean and standard deviation to fit a data set to a normal distribution when appropriate; estimate population percentages using tools Use the mean and standard deviation of a data set to fit it to a normal distribution and to estimate population percentages. Recognize that there are data sets for which such a procedure is not appropriate.