“Removing outliers” is something that many ordinary people believe is the smart scientific thing to do, but it usually isn’t.

— Alan Cole (@AlanMCole) May 31, 2017

You remove outliers when leaving them in would refute your conclusion.

If you’re dishonest, that is.