What are some popular stereotypes of mathematical research?

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I know this is a soft question, but what are some of the popular stereotypes of mathematical research? I guess that one would be that mathematicians just do hard arithmetic or algebraic calculations all day, but that might not actually be a stereotype. So, I am just curious, what are the stereotypes of mathematical research in the eyes of the general public?