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I'm not a super-coder; give me a JS project of moderate complexity and I'd have no idea what's going on or what I'm supposed to do with it. But as a data scientist I do have the reputation of being good at coding even among some of the engineers at my company.

And some of the code produced by both data scientists and engineers ... it's, hm, not great? Just between you and me? So I'm glad I've never had the inclination to tear anyone to shreds. Indeed, part of my job used to be to help people with their coding problems, and I loved doing that.

But sometimes when I'm reviewing code ... it's very hard to bite my lip and not call out every little issue, even though it would just be too much and most of the "problems" aren't actually very important. I try to impress upon people that developing good code is useful when I lead training sessions, but it's hard, especially for people who'd rather be doing data science than coding.




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