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Graphing distance from Median

I am analyzing traffic data for a service.  I have data from the last 90 days and the 90 days prior.  I want to do two things - 1. calculate the percent difference between the two and 2 - Graph the difference between the percent difference and the median percent difference.

Is there a way to calculate the median for all calculated percent differences and then use that in a calculation to determine the distance from the median of those for each?

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