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

Summarytools is a simple EDA tool that gives a richer summary than describe() method. In a single line of code, it generates a standardized and comprehensive data summary.

The summary includes column statistics, frequency, distribution chart, and missing stats.

Find more info here: Summary Tools.

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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.