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Stop Using The Describe Method in Pandas. Instead, use Skimpy.

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Stop Using The Describe Method in Pandas. Instead, use Skimpy.

Avi Chawla
Feb 11, 2023
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Stop Using The Describe Method in Pandas. Instead, use Skimpy.

www.blog.dailydoseofds.com

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.

I like to explore, experiment and write about data science concepts and tools. You can read my articles on Medium. Also, you can connect with me on LinkedIn.

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Stop Using The Describe Method in Pandas. Instead, use Skimpy.

www.blog.dailydoseofds.com
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