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R Data Visualization Cookbook
Atmajitsinh Gohil
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- 236 pages
- English
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eBook - ePub
R Data Visualization Cookbook
Atmajitsinh Gohil
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Negocios y empresaSubtopic
Inteligencia empresarialR Data Visualization Cookbook
Table of Contents
R Data Visualization Cookbook
Credits
About the Author
About the Reviewers
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Preface
What this book covers
What you need for this book
Who this book is for
Sections
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
Conventions
Reader feedback
Customer support
Downloading the example code
Errata
Piracy
Questions
1. A Simple Guide to R
Installing packages and getting help in R
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
Data types in R
How to do itā¦
Special values in R
How to do itā¦
How it worksā¦
Matrices in R
How to do itā¦
How it worksā¦
Editing a matrix in R
How to do itā¦
Data frames in R
How to do itā¦
Editing a data frame in R
How to do it...
Importing data in R
How to do it...
How it worksā¦
Exporting data in R
How to do itā¦
How it worksā¦
Writing a function in R
Getting ready
How to do itā¦
How it worksā¦
See also
Writing if else statements in R
How to do itā¦
How it worksā¦
Basic loops in R
How to do itā¦
How it worksā¦
Nested loops in R
How to do itā¦
The apply, lapply, sapply, and tapply functions
How to do itā¦
How it worksā¦
Using par to beautify a plot in R
How to do itā¦
How it worksā¦
Saving plots
How to do itā¦
How it worksā¦
2. Basic and Interactive Plots
Introduction
Introducing a scatter plot
Getting ready
How to do itā¦
How it worksā¦
Scatter plots with texts, labels, and lines
How to do itā¦
How it worksā¦
There's moreā¦
See also
Connecting points in a scatter plot
How to do itā¦
How it worksā¦
There's moreā¦
See also
Generating an interactive scatter plot
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
A simple bar plot
How to do itā¦
How it worksā¦
There's moreā¦
See also
An interactive bar plot
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
A simple line plot
Getting ready
How to do itā¦
How it worksā¦
See also
Line plot to tell an effective story
Getting ready
How to do itā¦
How it worksā¦
See also
Generating an interactive Gantt/timeline chart in R
Getting ready
How to do itā¦
See also
Merging histograms
How to do itā¦
How it worksā¦
Making an interactive bubble plot
How to do itā¦
How it worksā¦
There's moreā¦
See also
Constructing a waterfall plot in R
Getting ready
How to do itā¦
3. Heat Maps and Dendrograms
Introduction
Constructing a simple dendrogram
Getting ready
How to do itā¦
How it worksā¦
There's more...
See also
Creating dendrograms with colors and labels
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
Creating a heat map
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
Generating a heat map with customized colors
Getting ready
How to do itā¦
How it worksā¦
Generating an integrated dendrogram and a heat map
How to do itā¦
There's moreā¦
See also
Creating a three-dimensional heat map and a stereo map
Getting ready
How to do itā¦
See also
Constructing a tree map in R
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
4. Maps
Introduction
Introducing regional maps
Getting ready
How to do itā¦
How it worksā¦
See also
Introducing choropleth maps
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
A guide to contour maps
How to do itā¦
How it worksā¦
There's moreā¦
See also
Constructing maps with bubbles
Getting ready
How to do itā¦
How it works...
There's moreā¦
See also
Integrating text with maps
Getting ready
How to do itā¦
See also
Introducing shapefiles
Getting ready
How to do itā¦
See also
Creating cartograms
Getting ready
How to do itā¦
See also
5. The Pie Chart and Its Alternatives
Introduction
Generating a simple pie chart
How to do itā¦
How it worksā¦
There's more...
See also
Constructing pie charts with labels
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
Creating donut plots and interactive plots
Getting rady
How to do it...
How it worksā¦
There's moreā¦
See also
Generating a slope chart
Getting ready
How to do itā¦
How it worksā¦
See also
Constructing a fan plot
Getting ready
How to do itā¦
How it worksā¦
6. Adding the Third Dimension
Introduction
Constructing a 3D scatter plot
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
Generating a 3D scatter plot with text
Getting ready
How to do itā¦
How it worksā¦
There's moreā¦
See also
A simple 3D pie chart
Getting ready
How to do itā¦
How it worksā¦
A simple 3D histogram
Getting ready
How to do itā¦
How it worksā¦
There's more...
Generating a 3D contour plot
Getting ready
How to do itā¦
How it worksā¦
Integrating a 3D contour and a surface plot
Getting ready
How to do itā¦
How it worksā¦
There's more...
See also
Animating a 3D surface plot
Getting ready
How to do itā¦
How i...