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Any data scientists out there? What's your go to programming language and tools for your work? (lm.paradisus.day)

submitted 3 weeks ago by rutrum@lm.paradisus.day to c/programming@programming.dev

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No surprise I use python, but I've recently started experimenting with polars instead of pandas. I've enjoyed it so far, but Im not sure if the benefits for my team's work will be enough to outweigh the cost of moving from our existing pandas/numpy code over to polars.

I've also started playing with grafana, as a quick dashboarding utility to make some basic visualizations on some live production databases.

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[–] tiddy@sh.itjust.works 6 points 3 weeks ago* (last edited 3 weeks ago)

Mostly for visualisations, but having a standardised reference for 2d and 3d transforms has come in handy too.

Admittedly, visuals aside, rust does most of the mathematical heavy lifting

Edit to note I'm not employed in data science, so I have a lot more wiggle room for things to go wrong