Tabular Data Exploratory Data Analysis

Improve Your Exploratory Data Analysis for Tabular Data: Part 1

Bruce H. Cottman, Ph.D.
17 min readMar 1, 2023

I discuss why I went from five to two plot types in my preliminary EDA. I also have created a Github for all code in this blog. The GitHub repo contains three function tools you can use immediately in your EDA. For many years, I analyzed data using static plots. I also show my switch to interactive plots. As a result, I have fewer plots, a better understanding of the data, and more time to devote to developing a predictive solution.

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Bruce H. Cottman, Ph.D.

I write my blog utilizing decades of experience in investment, programming, and data science.