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Heat System (decision Analysis) Essay Preview: Heat System (decision Analysis) Report this essay QUESTION 1: CLEAN THE DATA The dataset contained 10 missing values, and two out liars in mean kilo watt hours per day for the month (V8). There are many ways to clear the data from these discrepancies, instead of using the case.