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If you are a researcher and use Twitter's search API, it is important to know that the API will also match search terms against screen names. This may make timeline aggregations misleading depending on what you are attempting to show.
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I always filter myself since I never managed to figure out Twitter's matching rules. Have you also noticed hits due to the previews of linked content? I vaguely remember some other issues like that one
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I have seen matches against tweets where the search term didn't match the tweet text or the screen name. Do you know of any other external fields it might match against (like URL text)? I have to do some additional testing. Wondering if you saw that as well.
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