Previous work has identified instances of hate speech that are both directed and generalized (Burnap and Williams, 2015; Waseem and Hovy, 2016;<cite> Davidson et al., 2017)</cite> , although Nobata et al. (2016) come closest to making a distinction between directed and generalized hate.