Nonetheless, the very fact of using such extra-linguistic tweet elements, their placement and frequency might be important and relevant to authors' tweeting styles.
we replaced all occurrences of extralinguistic elements with symbols representing their types: • hashtags were exchanged with '#' sign, • mentions with the '@' sign, • URLs with the 'ň' sign (not present in neither Tweet Corpus nor Influencer Set).