ReproduceMeGit: A Visualization Tool for Analyzing Reproducibility of Jupyter Notebooks

Understand

Computational notebooks have gained widespread adoption among researchers from academia and industry as they support reproducible science.

• These notebooks allow users to combine code, text, and visualizations for easy sharing of experiments and results.
• They are widely shared in GitHub, which currently has more than 100 million repositories making it the largest host of source code in the world.
• Recent reproducibility studies have indicated that there exist good and bad practices in writing these notebooks which can affect their overall reproducibility.