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IMO, the content can often be unrelated to science, as many tweets even by established scientists are about politics or other topics. There is also a large contingent of early career scientists trying to use twitter to get their name out there. Having a strong twitter presence can help assistant professors when to comes time for their tenure review, as peer name recognition does play a part in the decision (but there are other, better, non-Twitter ways to do this, too).