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For each blogger, metadata is present, including the blogger s self-provided gender, age, industry and astrological sign. The creators themselves used it for various classification tasks, including gender recognition (Koppel et al. The men, on the other hand, seem to be more interested in computers, leading to important content words like software and game, and correspondingly more determiners and prepositions.In this paper, we start modestly, by attempting to derive just the gender of the authors 1 automatically, purely on the basis of the content of their tweets, using author profiling techniques.For our experiment, we selected 600 authors for whom we were able to determine with a high degree of certainty a) that they were human individuals and b) what gender they were.The authors do not report the set of slang words, but the non-dictionary words appear to be more related to style than to content, showing that purely linguistic behaviour can contribute information for gender recognition as well.Gender recognition has also already been applied to Tweets. (2010) examined various traits of authors from India tweeting in English, combining character N-grams and sociolinguistic features like manner of laughing, honorifics, and smiley use.

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However, as any collection that is harvested automatically, its usability is reduced by a lack of reliable metadata.

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  1. Should they do so, the conflict would likely become exponentially more complicated. Congress could also consider Though North Korea has been a persistent U. foreign policy challenge for decades, during 2017 the situation evolved to become what many observers assess to be a potential direct security threat to the U. Some observers assert that North Korea has, with these tests, demonstrated a capability of reaching the continental United States, Regardless, these developments, combined with the possibility that the regime in Pyongyang has miniaturized a nuclear weapon, suggest that North Korea could now be only one technical step—mastering reentry vehicle technology—away from being able to credibly threaten the continental United States with a nuclear weapon.