Inspired by Labov's seminal work on stylistic variation as a function of social stratification, we develop and compare neural models that predict a person's presumed socioeconomic status, obtained through distant supervision, from their writing style on social media.
we hypothesise that some of our target classes are typified by certain writing styles which differ in their formality and the extent to which they approach informal speech.