Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.
While Excel is ubiquitous, I prefer Python for my data analysis. Spreadsheets are great for formatting data, but it's Python that's allowed me to build my own super calculator out of regular Python ...
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