Applied Data Visualization with R and ggplot2: Create useful, elaborate, and visually appealing plots - Tapa blanda

Moulik, Dr. Tania

 
9781789612158: Applied Data Visualization with R and ggplot2: Create useful, elaborate, and visually appealing plots
Tapa blanda
ISBN 10: 1789612152 ISBN 13: 9781789612158
Editorial: Packt Publishing, 2018

Sinopsis

Develop informative and aesthetic visualizations that enable effective data analysis in less time

Key Features

  • Discover structure of ggplot2, grammar of graphics, and geometric objects
  • Study how to design and implement visualization from scratch
  • Explore the advantages of using advanced plots

Book Description

Applied Data Visualization with R and ggplot2 introduces you to the world of data visualization by taking you through the basic features of ggplot2. To start with, you'll learn how to set up the R environment, followed by getting insights into the grammar of graphics and geometric objects before you explore the plotting techniques.

You'll discover what layers, scales, coordinates, and themes are, and study how you can use them to transform your data into aesthetical graphs. Once you've grasped the basics, you'll move on to studying simple plots such as histograms and advanced plots such as superimposing and density plots. You'll also get to grips with plotting trends, correlations, and statistical summaries.

By the end of this book, you'll have created data visualizations that will impress your clients.

What you will learn

  • Set up the R environment, RStudio, and understand structure of ggplot2
  • Distinguish variables and use best practices to visualize them
  • Change visualization defaults to reveal more information about data
  • Implement the grammar of graphics in ggplot2 such as scales and faceting
  • Build complex and aesthetic visualizations with ggplot2 analysis methods
  • Logically and systematically explore complex relationships
  • Compare variables in a single visual, with advanced plotting methods

Who this book is for

Applied Data Visualization with R and ggplot2 is for you if you are a professional working with data and R. This book is also for students who want to enhance their data analysis skills by adding informative and professional visualizations. It is assumed that you know basics of the R language and its commands and objects.

Table of Contents

  1. Basic Plotting in ggplot2
  2. Grammar of Graphics and Visual Components
  3. Advanced Geoms and Statistics

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Tania Moulik has a PhD in particle physics. She has worked at CERN, the European Organization for Nuclear Research, and on the Tevatron at Fermi National Accelerator Laboratory in IL, USA. She has years of programming experience in C++, Python, and R. She has also worked in the feld of big data and has worked with technologies such as grid computing. She has a passion for data analysis and would like to share her passion with others who would like to delve into the world of data analytics. She especially likes R and ggplot2 as a powerful analytics package.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Packt Publishing
Año de publicación
2018
Idioma
Inglés
ISBN 10 
1789612152
ISBN 13 
9781789612158
Encuadernación
Tapa blanda
Número de páginas
140
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Alemania