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Data Insight Foundations: Step-by-Step Data Analysis with R
book

Data Insight Foundations: Step-by-Step Data Analysis with R

by Nikita Tkachenko
March 2025
Beginner to intermediate
222 pages
5h 46m
English
Apress
Content preview from Data Insight Foundations: Step-by-Step Data Analysis with R
© Nikita Tkachenko 2025
N. TkachenkoData Insight Foundationshttps://doi.org/10.1007/979-8-8688-0580-6_20

20. Data Visualization

Nikita Tkachenko1  
(1)
San Francisco, CA, USA
 

Data visualization is undeniably the most thrilling aspect of analysis—everyone loves colorful graphs! It’s also a crucial tool for conveying complex information. In this chapter, we’ll cover two use cases of data visualization, explore the grammar of graphics, and introduce methods for creating interactive plots. Let’s begin by examining the two main types.

20.1 Exploratory vs. Explanatory

When you start working with a new dataset, you’re essentially learning about it and the relationships between its many variables. This approach is known as exploratory data analysis, where we ...

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Publisher Resources

ISBN: 9798868805806