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Brian A. Eiler, Rosemary Al-Kire, Patrick C. Doyle, and Heidi A. Wayment

not to use it here as one of our primary goals was to ensure that negation was accounted for and that our language processing utilized a domain-independent machine learning algorithm rather than a frequency-based approach. 1 The recently developed SEntiment ANalysis and Cognition engine by Crossley

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Christopher Johansen, Kim D. Reynolds, Jennifer Wolch, Jason Byrne, Chih-Ping Chou, Sarah Boyle, Donna Spruijt-Metz, Brianna A. Lienemann, Susan Weaver, and Michael Jerrett

, in some situations, trail crowding may be viewed as enhancing perceived safety and facilitating the formation or activation of social connections, particularly when shared on social media sites. Future studies could use sentiment analysis of social media to verify associations between trail crowding