Data Science, Causality, Statistics, Advertising, Python.
common data science practices. For the first, we utilize a recently released python library for causal inference, DoWhy that abstracts causal inference in four steps and guides non-experts towards deriving the desired causal estimate. For the second, we introduce a new API for causal inference that