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Domestic abuse affects people of every race, class, age, and nation. There is sig-nificant research on the prevalence and ef-fects of domestic abuse; however, such re-search typically involves population-based surveys that have high financial costs. This work provides a qualitative analysis of do-mestic abuse using data collected from the social and news-aggregation website red-dit.com. We develop classifiers to detect submissions discussing domestic abuse, achieving accuracies of up to 92%, a sub-stantial error reduction over its baseline. Analysis of the top features used in detect-ing abuse discourse provides insight into the dynamics of abusive relationships. 1
Schrading et al. (Thu,) studied this question.
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