To identify distinguishing features, we use a series of multivariate linear regressions to find the relationship between each individual linguistic feature and the given quality metric, controlling for comment length -a process known as differential language analysis (Schwartz et al., 2013).
the individual linguistic feature along with the comment length (logged) are standardized and used as independent variables, and then fit to the standardized form of the given quality metric.