Causality, NLP, Machine Learning, Deep Dives, Thoughts And Theory.
(Y). It is also possible to use text as a treatment, where the treatment is the writing style, and we are interested in the causal effect of writing style (T) on the number of likes a post receives (Y). Returning to the text as confounder setting, by creating a causal DAG as shown above, it is