Reproducibility will ensure that you, your future self, your collaborators, and eventually the public will be able to run the exact code with the identical environment with which you provided the results - or even roll back to a snapshot in the past where the results may have been different in order to compare. A primary benefit of using open-source languages such as Julia, Python, and R is that they can enable far better workflows for both collaboration and reproducible research.
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