September 2018
Beginner to intermediate
140 pages
2h 52m
English
Overview
Applied Data Visualization with R and ggplot2 introduces the crucial concepts of creating compelling data visualizations using R's powerful ggplot2 library in a straightforward and efficient manner. Through engaging explanations and practical exercises, you'll learn to set up your R environment, understand the components of the grammar of graphics, and design visualizations that bring your data to life.
What this Book will help me do
- Master the setup of RStudio and the application of ggplot2's core structure.
- Harness the grammar of graphics to create meaningful data visualizations.
- Design visually appealing and informative custom plots with various ggplot2 features.
- Understand and apply advanced visualization techniques such as density plots and facet plotting.
- Develop the ability to communicate insights effectively through data visualizations.
Author(s)
Dr. Tania Moulik is a respected data visualization practitioner and educator, with years of experience using R and ggplot2. She channels her passion for teaching to enable data professionals to enhance their practice through improved visualizations. Dr. Moulik's clear and systematic approach ensures that learners at any level can unlock the potential of their data with ease.
Who is it for?
This book is ideal for data professionals looking to enhance their visualization skills with R and ggplot2. If you're a student aiming to delve deeper into data analysis using advanced plotting techniques, this book was written for you. It assumes a foundational knowledge of R programming, but is accessible whether you're building your skills or honing your craft. This book aligns perfectly with anyone driven to transform data into actionable insights and compelling visual narratives.
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