dimensionality of textual data and to study discourse in collective bodies. However, measures of discourse based on algorithmic … results typically have no intuitive meaning or obvious relationship to humanly observed discourse. Such measures of discourse … must be carefully validated before relied on and interpreted. We examine several common measures of discourse based on …