Contributions We operationalize the sociolinguistic concept of stancetaking as a multidimensional framework, making it possible to measure at scale.
• we contribute a lexicon of stance markers based on prior work and adapted to the genre of online interpersonal discourse; • we group stance markers into latent dimensions; • we show that these stance dimensions are internally coherent; • we demonstrate that the stance dimensions predict and correlate with social phenomena.