PYTHON PROGRAMMING

Efficient Coding in Data Science: Easy Debugging of Pandas Chained Operations

How to inspect Pandas data frames in chained operations without breaking the chain into separate statements

Marcin Kozak
Towards Data Science
9 min readNov 15, 2023

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Debugging chained Pandas operations without breaking the chain is possible. Photo by Miltiadis Fragkidis on Unsplash

Debugging lies in the heart of programming. I wrote about this in the following article:

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A full professor, interdisciplinary researcher, data scientist, statistician, Python, R and Go developer, open-source contributor — and a devoted writer