Scrub data and make it pretty

https://youtu.be/mwEPXevpqls https://youtu.be/wN9DUZK5Gng Do you scrub data and make it pretty or do you leave it in its raw form and let the results fall where they will? Choose a stance and explain your thoughts.  

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