Here’s an enlightening scientific study on the pain points, needs, and design opportunities that are being experienced by current users of Jupyter, RStudio, and other computational notebooks that are used for data exploration, research and data science.
http://web.eecs.utk.edu/~azh/pubs/Chattopadhyay2020CHI_NotebookPainpoints.pdf