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This is critically important when one step of your analysis takes 10+ minutes to run. You want to be able to explore the output and not worry about rerunning all the calculations like a file/IDE based tool would.

Reactive notebooks are nice but I’ve accidentally reran slow SQL queries because I updated an upstream cell and that’s painful (using Pluto, ObservableHQ, and HexComputing).

In practice I never see or create notebooks that don’t run when you push the run-all button, it’s a well understood and easily avoidable issue. It’s probably a local optimum but I’m happy with them.




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