Notebooks

Post talking about some problems with Jupyter Notebook, especially the reproducibility problem:

https://docs.marimo.io/faq/#faq-problems

Post discussing consistency issues encountered when analyzing 10 million Jupyter notebooks from GitHub. Key issues include lack of reproducibility, difficulties in code organization, and effective collaboration between developers:

https://blog.jetbrains.com/datalore/2020/12/17/we-downloaded-10-000-000-jupyter-notebooks-from-github-this-is-what-we-learned/#consistency-of-notebooks

Article that explores the challenges software developers face when using electronic notebooks like Jupyter. Common pain points include code organization, debugging and collaboration issues, and difficulty maintaining clear and repeatable workflows:

Chattopadhyay, S., Henley, A., Mahato, M., Smith, M. A., & Myers, B. A. (2020). What’s Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, 1-12. https://doi.org/10.1145/3313831.3376729