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another contributing factor cited by blair was his struggles with manic depression, which he claimed were greatly exacerbated by the dysfunctional state of the newsroom. remarkably, this angle was never acknowledged by the times in their early reporting on the case. blair's issues were first reported by newsweek on 19 may, whose reporters had conducted an interview with blair. blair was quoted as saying (reference magdenmagden 2003): 3 jayson blair and the new york times 2.3 a framework for the linguistic analysis of fake news r07 2002–11–05 national young sniping suspect ordered held till trial sniper 565 furthermore, we know the social background of authors more generally affects their writing style (reference grievegrieve 2016), so even taking large random samples of real and fake news written by many authors will not necessarily allow for sociolinguistic variation to be controlled. for example, spot fake reviews on amazon seems likely that when fake news is drawn from fringe online sources, and real news is drawn from the mainstream press, there will be clear social differences between the two sets of authors, especially in terms of education level and socioeconomic status, which are well-known correlates of dialect variation (reference tagliamontetagliamonte 2006). the apparent differences observed between real and fake news in previous studies therefore may also reflect differences in the social backgrounds of the authors being compared, as opposed to the status of the news as real or fake. for example, if authors of real news are primarily professional authors, while authors of fake news are primarily amateurs, we would expect broad differences in the language in which they write, regardless of whether or not they are telling the truth. some research has begun to address these types of issues at least obliquely. for example, reference potthast, kiesel, reinartz, bevendorff and steinpotthast et al. (2017) found that hyper-partisan left- and right-wing news appears to share a style associated with the language of extremism. however, controlling for social variation in the authors of real and fake news is a topic that has received remarkably little attention in the literature, and represents another major limitation of current research on the language of fake news. the first major challenge in the study of the language of fake news is to define fake news in such a way that instances of fake news texts can be identified and collected (reference tandoc, lim and lingtandoc et al. 2018; reference asr and taboadaasr & taboada 2019). there is, however, no simple or standard definition of fake news, which is better understood as the product of a range of practices that are related to the validity of information being shared by the news media. researchers must therefore define the specific form of fake news they are interested in studying. any coherent definition of fake news can be the starting point for meaningful empirical research, but researchers naturally tend to focus on certain types of fake news, depending both on the perceived societal importance of that type of fake news and the feasibility of collecting news texts of that type in a reliable and efficient manner – considerations that are often at odds with each other. servicesscheduled time samazon get paid daily spot fake reviews on amazon sunday morning worship 10:00 am wspot fake reviews on amazon
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