Much of this is discussed in: Keller, S. A., Shipp, S. S., Schroeder, A. D., & Korkmaz, G. (2020). Doing Data Science: A Framework and Case Study. Harvard Data Science Review. 2(1).. DOI=https://doi.org/10.1162/99608f92.2d83f7f5.