Four R packages for Automated Exploratory Data Analysis you might have missed

Explore useful tools to ease exploratory tasks through practical examples in R

Table of contents

1. Introduction
2. Automated Exploratory Data Analysis packages
   2.1 DataExplorer
   2.2 GGally
   2.3 SmartEDA
   2.4 tableone
3. Conclusions
4. References

1. Introduction

Exploratory Data Analysis (EDA) aims at performing an initial investigation on the data by summarizing their characteristics through statistical and visualization techniques, and it is a critical early step in any Data Science workflow.

In this post, we explore four R packages that facilitate …

analysis data data analysis data science exploratory-data-analysis