For each of the original word categories used in <cite>[3]</cite> , we matched them with their closest equivalent within the LIWC categories, for example matching the word lists for 'career' and 'family' with the 'work' and 'family' LIWC categories. We tested the association between each target word and the set of attribute words using the method described in Sec. II-B, focussing on the differences in association between sentimental terms and European-and African-American names, subject disciplines to each of the genders, career and family terms with gendered names, as well as looking at the association between gender and sentiment.