What must be true about a set of data when its standard deviation is zero (s= 0)? 1) All values of the data appear with the same frequency. 2) All of the data have the same value. 3) The mean value of the data is also zero. 4) All of the above are correct. 5) None of the above are correct. Solution 5) None of the above are correct..