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Thank you for your response, however, comparing 1/1/2019 vs 1/1/2020 wouldn't serve the purpose here since 1/1/2019 was a Tuesday where as 1/1/2020 was a Wednesday. What I want to compare is the performance of day of week over years so @fmvizcaino 's answer is what I was looking for.