The dead man , Leon Williams , was found in his third-floor apartment .
Leon Williams ' body was found inside his third-floor apartment at 196 Bay St. , in Tompkinsville .
measures the typical distance of the values in a distribution from the mean (does depend on the actual values of the observations)