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the identification of author traits like gender, age and geographical background.2004), with and without preprocessing the input vectors with Principal Component Analysis (PCA; (Pearson 1901); (Hotelling 1933)).

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Slightly more information seems to be coming from content (75.1% accuracy) than from style (72.0% accuracy).Their highest score when using just text features was 75.5%, testing on all the tweets by each author (with a train set of 3.3 million tweets and a test set of about 418,000 tweets).