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Overall good use of functions, but lots of repeated code like this should make you think about refactoring. I assume this repo is more for learning than public use given the existing libraries for this problem, so go ahead and over engineer the hell out of it. Introduce some OOP, decouple fetching data from transformations and output formatting. Then wrap it in a simple Dash app and slap it on your resume :)
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