How to perform a comprehensive exploratory data analysis with 3 lines of code in Python

Exploratory data analysis can be a breeze with Pandas Profiling.

Kuan Rong Chan, Ph.D.
Omics Diary
Published in
5 min readJan 1, 2022

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Exploratory data analysis is critical for data analysis. How do we systematically do it?

The first most important step in data analysis is to perform a exploratory data analysis (EDA). EDA involves inspecting for null and duplicate values, data preprocessing, assessing distribution of each variable…

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Kuan Rong Chan, Ph.D.
Omics Diary

Kuan Rong Chan, PhD, Principal Research Scientist in Duke-NUS Medical School. Virologist | Data Scientist | Loves mahjong | Website: kuanrongchan.com