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Preferred Data Analysis Libraries

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The question is on your right: Preferred Data Analysis Libraries. Take a moment with it first.

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Problem

Scenario

You're discussing how you approach analysis work that sits inside a broader data pipeline. The interviewer wants to understand which libraries you reach for most often and how your choices affect transformation logic, reproducibility, and data checks.

Question

What libraries do you prefer for data analysis and why?