Suppose a friend tells you that they have never really understood standard deviation. In a few sentences, describe how you would explain the concept of standard deviation to a friend. Include in your description an example of how when we know both the mean and standard deviation of a set of data, it tells us a lot more about the distribution than when we only know the mean (for instance, discuss the empirical rule for data with bell shaped distribution)