Advanced EDA Made Simple Using Pandas Profiling

Digging beyond the standard data profiling

Arunn Thevapalan
Towards AI
Published in
6 min readSep 1, 2022

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Pandas Profiling was always my goto-secret tool to understand the data and uncover meaningful insights, in a few minutes, under a few lines of code.

Whenever I was given a new dataset, I would generate a profiling report first and inspect the data. Only then would I start my exploratory…

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Senior Data Scientist & Top 1000 Writer. Writing about my journey breaking into data science and building profitable side hustles. Say hi datagrads.com/friends