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I frequently use IPython or REPL.it for software development. It's not my main editor, and I don't write large chunks of my code there, but for rapidly prototyping a small subset of some task I find them invaluable.

But you are right about notebooks - I don't find them particularly useful, except as a better REPL, and no-one I know uses them for "normal" (non Data Science) software development.



I think my favorite non "data science" use case is web scraping. Ad-hoc nature of the task lends itself to using a notebook. A lot of times I don't want the full suite and boilerplate Scrapy gives you so I write it out in a notebook with Parsel & Requests. Once done export and clean up.




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