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ggplot2 Essentials

You're reading from ggplot2 Essentials Explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs

Product type Paperback

Published in Jun 2015

Publisher

ISBN-13 9781785283529

Length 234 pages

Edition 1st Edition

Languages

R

Tools

ggplot

Concepts

Data Visualization

Author (1):

Donato Teutonico

View More author details

Table of Contents (9) Chapters

Preface

1. Graphics in R FREE CHAPTER

2. Getting Started

3. The Layers and Grammar of Graphics

4. Advanced Plotting Techniques

5. Controlling Plot Details

6. Plot Output

7. Special Applications of ggplot2

Index

Chapter 2. Getting Started

In this chapter, we will go through the main plot types that can be realized with ggplot2. In the examples, we will use the qplot() basic function so that you have a reference for how to realize such plots, even if you are not interested in a more detailed personalization of the graph details. We will see how to realize the following plots:

Histograms and density plots
Bar charts
Boxplots
Scatterplots
Time series plots
Bubble charts and dot plots

In Chapter 3, The Layers and Grammar of Graphics, we will describe the use of the ggplot function, and in the equivalent coding between qplot and ggplot, we will also discuss how to realize the plots with such a sophisticated function.

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Authors (1)

Donato Teutonico

Donato Teutonico

Donato Teutonico has received his PharmD degree from the University of Turin, Italy, where he specialized in chemical and pharmaceutical technology, and his PhD in pharmaceutical sciences from Paris-South University, France. He has several years of experience in the modeling and simulation of drug effects and clinical trials in industrial and academic settings. Donato has contributed to numerous scientific projects and publications in international journals. In his work, he has been extensively using R for modeling, data analysis, and data visualization. He is the author of two R packages for pharmacometricscts-template and panels-for-pharmacometricsboth of which are available on Google Code. He has also been a reviewer for Packt Publishing and is the author of Instant R Starter, Packt Publishing.

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