Question: how to calculate standard deviation for a large sample?
Answer: Calculate the mean or average of each data set. ...  Subtract the deviance of each piece of data by subtracting the mean from each number. ...  Square each of the deviations. Add up all of the squared deviations. Divide this number by one less than the number of items in the data set.