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To facilitate sharing code along with other details, data scientists may use GitHub and Jupyter notebooks.Also, there may be escalating use of AI in more sensitive locations including conclusion building in legal justice, employing and education, which can elevate ethical and societal implications that need to be resolved. It's also envisioned that