What Makes a Well-Documented Notebook? A Case Study of Data Scientists’ Documentation Practices in Kaggle

Author:

Wang April Yi1,Wang Dakuo2,Drozdal Jaimie3,Liu Xuye4,Park Soya5,Oney Steve1,Brooks Christopher1

Affiliation:

1. School of Information University of Michigan, United States

2. IBM Research, United States

3. Cognitive and Immersive Systems Lab Rensselaer Polytechnic Institute, United States

4. Rensselaer Polytechnic Institute, United States

5. CSAIL MIT, United States

Publisher

ACM

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1. NextPyter: Open-Source Research Collaborative Platform;Practice and Experience in Advanced Research Computing 2024: Human Powered Computing;2024-07-17

2. Key Insights from a Feature Discovery User Study;Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics;2024-06-14

3. JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks;Proceedings of the 23rd Koli Calling International Conference on Computing Education Research;2023-11-13

4. Cell2Doc: ML Pipeline for Generating Documentation in Computational Notebooks;2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE);2023-09-11

5. Taming the Diversity of Computational Notebooks;Proceedings of the 27th ACM International Systems and Software Product Line Conference - Volume A;2023-08-28

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