This is a quiz that you can apply the pandas skills learned this lesson your task to calculated the price of every transaction, standardized by groupings of building location since 2015 https://en.wikipedia.org/wiki/Standardization example : for the first record of data, the building_price_hkd is 1165 and the building_location is Taikoo Shing the mean of transaction price for Taikoo Shing is 1152.912151 and the standard deviation of transaction price for Taikoo Shing is 413.899735 the first value you should return is (1165 - 1152.912151) / 413.899735 = 0.029205 the output should be ordered by original index value