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okay Ive done a hypothetical experiment Im making this data up but I changed the position and I measured the speed so heres the raw data graph as I go along the graph its a nice smooth curve and then BAM theres a clear outlier right between 30 and 40 right at right here at x equals 35 thats my outlier and look at the log log graph you see how this outlier is so much higher and its its not great because heres the thing this outlier right here is pulling the line up now we cannot delete data from from the experiment thats bad practice but you know youre allowed to youre allowed to exclude the outlier from the analysis right were not deleting it were just excluding it so first why would we do this well its an outlier I want it to stay an outlier if I keep it in with the analysis then Im going to let it affect the trend and then the trend will kind of consider it to be less you know less of an outlier because the trend is trying to rise up to meet all the data including thi