Visual data exploration tools, such as Vizdom or Tableau, significantly simplify data exploration for domain experts and, more importantly, novice users. These tools allow to discover complex correlations and to test hypotheses and differences between various populations in an entirely visual manner with just a few clicks, unfortunately, often ignoring even the most basic statistical rules. For example, there are many statistical pitfalls that a user can "tap" into when exploring data sets.
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Guo et al. (2017) studied this question.
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