Using the Jupyter Notebook as a Tool for Open Science: An Empirical Study
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Abstract (arXiv)
As scientific work becomes more computational and data intensive, research processes and results become more difficult to interpret and reproduce. In this poster, we show how the Jupyter notebook, a tool originally designed as a free version of Mathematica notebooks, has evolved to become a robust tool for scientists to share code, associated computation, and documentation.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 16 Apr 2018.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 3; 2024: 1; 2025: 1; 2026: 1.
9 papers.
- 2022StickyLand: Breaking the Linear Presentation of Computational Notebookscited by 6
- 2024Talaria: Interactively Optimizing Machine Learning Models for Efficient Inferencecited by 6
- 2023MEGAnno: Exploratory Labeling for NLP in Computational Notebookscited by 2
- 2023Machine Learning practices and infrastructurescited by 2
- 2025AquiLLM: a RAG Tool for Capturing Tacit Knowledge in Research Groupscited by 2
- 2022VRKitchen2.0-IndoorKit: A Tutorial for Augmented Indoor Scene Building in Omniversecited by 1
- 2021A Deep Learning Technique using Low Sampling rate for residential Non Intrusive Load Monitoringcited by 0
- 2023Global Warming In Ghana's Major Cities Based on Statistical Analysis of NASA's POWER Over 3-Decadescited by 0
- 2026Plainbook: Data Science, in Plain Languagecited by 0
- 2026Plainbook: Data Science, in Plain Language7 Jul 2026
- 2025AquiLLM: a RAG Tool for Capturing Tacit Knowledge in Research Groups25 Jul 2025
- 2024Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference3 Apr 2024
- 2023Global Warming In Ghana's Major Cities Based on Statistical Analysis of NASA's POWER Over 3-Decades20 Aug 2023
- 2023Machine Learning practices and infrastructures13 Jul 2023
- 2023MEGAnno: Exploratory Labeling for NLP in Computational Notebooks8 Jan 2023
- 2022VRKitchen2.0-IndoorKit: A Tutorial for Augmented Indoor Scene Building in Omniverse23 Jun 2022
- 2022StickyLand: Breaking the Linear Presentation of Computational Notebooks22 Feb 2022
- 2021A Deep Learning Technique using Low Sampling rate for residential Non Intrusive Load Monitoring7 Nov 2021