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Anecdotal evidence is a fallacious generalization of an anecdote, usually discounting evidence from systematic research.
Such an example can be: I know a Russian and he told me the country is not corrupt, or smoke doesn't hurt: my brother is smoking.
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Internet encyclopedia of Philosophy lists fallacious reasoning.