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Debugging apply (and friends)

Explore methods to debug pandas functions like apply, assign, groupby apply, agg, transform, and pipe. Understand what objects are passed into these functions and learn how to inspect and manipulate them effectively for better data analysis.

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It can be confusing to keep track of what pandas passes around when we call apply, assign, groupby(...)apply, groupby(...)agg, groupby(...)transform, pipe, and others. What’s getting passed in? A Series, DataFrame, group? One answer is ...