Likewise, the results in Figure 2b show noticeable differences among legitimate and fake content on the celebrity domain.
legitimate news in tabloid and entertainment magazines seem to use more first person pronouns, talk about time (Relativity,Time, FocusPast), and use positive emotion words (posemo), which interestingly were also found as markers of truth-tellers in previous work on deception detection (Pérez-Rosas and Mihalcea, 2014).