Theiss Bendixen and Benjamin Grant Purzycki wrote this book. He writes:

The website holds:

– All data and code used in the book
– Free sample chapters
– Bonus material

These aren’t quite the same methods for causal inference that I’m inclined to use (for my own approach, see chapters 18-21 of Regression and Other Stories), but their presentation is clear and has code, and it’s always good to see another perspective.