Outliers are not the only useful thing in a set of data. If you remove outliers from most data sets, it doesn't suddenly become "almost identical" -- unless you

Outliers are not the only useful thing in a set of data. If you remove outliers from most data sets, it doesn't suddenly become "almost identical" -- unless your outlier rejection system is "is it equal to 1".