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generalize about someone or something

 and generalize on someone or something
to interpret someone or something in very general terms. Sometimes it isn't wise to generalize about a complicated issue. She is very complex and it is difficult to generalize on her.
See also: generalize

generalize from something

to assume a general pattern in something from specific observances of something. You can hardly generalize from only two instances. You can't generalize anything from the testimony of a single witness!
See also: generalize
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