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Stop Using The Describe Method in Pandas. Instead, use Skimpy.
Supercharge the describe method in Pandas.
Skimpy is a lightweight tool for summarizing Pandas dataframes. In a single line of code, it generates a richer statistical summary than the describe() method.
What's more, the summary is grouped by datatypes for efficient analysis. You can use Skimpy from the command line too.
Find more info here: Docs.
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Find the code for my tips here: GitHub.