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“The common thread in all these points is the necessity for researchers to be extra acutely aware of what they’re truly analyzing when working with social media data,” based on Ruth, who compared social-media mis-evaluation to the flaw in survey methodology that produced the “Dewey Defeats Truman” headline from the 1948 Presidential election.

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