in general, 48 % of the values in a data set lie at or below the 48th percentile. 16 % of the values in a data set lie at or above the 84th percentile.. if a sample consists of 500 test scores, of them would be at or below the 34th percentile. if a sample consists of 500 test scores, of them would be at or above the 68th percentile.