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Preferred Data Analysis Libraries

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Your question is Preferred Data Analysis Libraries. Take a moment with it on the right.

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Problem

Scenario

You're joining a team that builds and maintains analytics pipelines, and you want to explain the tools you reach for when exploring data and validating pipeline outputs.

Question

What libraries do you prefer for data analysis and why?