Why Jupyter is data scientists’ computational notebook of choice | Nature

Jupyter notebooks essentially allow you to “show your work” when doing data analysis. There are additional tools like Shiny apps that don’t provide full analytical code but allow you to expose more of your data analysis than simple 2D images printed in a journal. These things really are the future for clinical research. I have not seen any utilized in the major medical publications, but I hope editors start including them soon.