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now that we have our survey data in an excel table lets clean it up by cleanup we mean getting rid of the scores that are meaningless either because theres such outliers that they cant be true or maybe because somebody went to the survey really quickly and gave the same answer for every answer its data thats just noise its not stated thats not meaningful and then were gonna well get rid of that data so here we have our downloaded uh survey and we have our variable numbers in the top row of the table this this row up here above is the the question that was in google forms and then weve got the their responses in numeric format in each row of the table now before we uh do this google forms freezes the top row let and that means that when we scroll down that top row stays down there now lets when we scroll lets keep the variable names there and also lets keep the participant number over here so we want this row or this column be frozen and the first three rows to be uh uh uh
