R Data Visualization Cookbook电子书

R Data Visualization Cookbook

Table of Contents

R Data Visualization Cookbook

Credits

About the Author

About the Reviewers

www.PacktPub.com

Support files, eBooks, discount offers, and more

Why Subscribe?

Free Access for Packt account holders

Preface

What this book covers

What you need for this book

Who this book is for

Sections

Getting ready

How to do it…

How it works…

There's more…

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 it…

How it works…

There's more…

See also

Data types in R

How to do it…

Special values in R

How to do it…

How it works…

Matrices in R

How to do it…

How it works…

Editing a matrix in R

How to do it…

Data frames in R

How to do it…

Editing a data frame in R

How to do it...

Importing data in R

How to do it...

How it works…

Exporting data in R

How to do it…

How it works…

Writing a function in R

Getting ready

How to do it…

How it works…

See also

Writing if else statements in R

How to do it…

How it works…

Basic loops in R

How to do it…

How it works…

Nested loops in R

How to do it…

The apply, lapply, sapply, and tapply functions

How to do it…

How it works…

Using par to beautify a plot in R

How to do it…

How it works…

Saving plots

How to do it…

How it works…

2. Basic and Interactive Plots

Introduction

Introducing a scatter plot

Getting ready

How to do it…

How it works…

Scatter plots with texts, labels, and lines

How to do it…

How it works…

There's more…

See also

Connecting points in a scatter plot

How to do it…

How it works…

There's more…

See also

Generating an interactive scatter plot

Getting ready

How to do it…

How it works…

There's more…

See also

A simple bar plot

How to do it…

How it works…

There's more…

See also

An interactive bar plot

Getting ready

How to do it…

How it works…

There's more…

See also

A simple line plot

Getting ready

How to do it…

How it works…

See also

Line plot to tell an effective story

Getting ready

How to do it…

How it works…

See also

Generating an interactive Gantt/timeline chart in R

Getting ready

How to do it…

See also

Merging histograms

How to do it…

How it works…

Making an interactive bubble plot

How to do it…

How it works…

There's more…

See also

Constructing a waterfall plot in R

Getting ready

How to do it…

3. Heat Maps and Dendrograms

Introduction

Constructing a simple dendrogram

Getting ready

How to do it…

How it works…

There's more...

See also

Creating dendrograms with colors and labels

Getting ready

How to do it…

How it works…

There's more…

Creating a heat map

Getting ready

How to do it…

How it works…

There's more…

See also

Generating a heat map with customized colors

Getting ready

How to do it…

How it works…

Generating an integrated dendrogram and a heat map

How to do it…

There's more…

See also

Creating a three-dimensional heat map and a stereo map

Getting ready

How to do it…

See also

Constructing a tree map in R

Getting ready

How to do it…

How it works…

There's more…

See also

4. Maps

Introduction

Introducing regional maps

Getting ready

How to do it…

How it works…

See also

Introducing choropleth maps

Getting ready

How to do it…

How it works…

There's more…

See also

A guide to contour maps

How to do it…

How it works…

There's more…

See also

Constructing maps with bubbles

Getting ready

How to do it…

How it works...

There's more…

See also

Integrating text with maps

Getting ready

How to do it…

See also

Introducing shapefiles

Getting ready

How to do it…

See also

Creating cartograms

Getting ready

How to do it…

See also

5. The Pie Chart and Its Alternatives

Introduction

Generating a simple pie chart

How to do it…

How it works…

There's more...

See also

Constructing pie charts with labels

Getting ready

How to do it…

How it works…

There's more…

Creating donut plots and interactive plots

Getting rady

How to do it...

How it works…

There's more…

See also

Generating a slope chart

Getting ready

How to do it…

How it works…

See also

Constructing a fan plot

Getting ready

How to do it…

How it works…

6. Adding the Third Dimension

Introduction

Constructing a 3D scatter plot

Getting ready

How to do it…

How it works…

There's more…

See also

Generating a 3D scatter plot with text

Getting ready

How to do it…

How it works…

There's more…

See also

A simple 3D pie chart

Getting ready

How to do it…

How it works…

A simple 3D histogram

Getting ready

How to do it…

How it works…

There's more...

Generating a 3D contour plot

Getting ready

How to do it…

How it works…

Integrating a 3D contour and a surface plot

Getting ready

How to do it…

How it works…

There's more...

See also

Animating a 3D surface plot

Getting ready

How to do it…

How it works…

There's more…

See also

7. Data in Higher Dimensions

Introduction

Constructing a sunflower plot

Getting ready

How to do it…

How it works…

See also

Creating a hexbin plot

Getting ready

How to do it…

How it works…

See also

Generating interactive calendar maps

Getting ready

How to do it…

How it works…

See also

Creating Chernoff faces in R

Getting ready

How to do it…

How it works…

Constructing a coxcomb plot in R

Getting ready

How to do it…

How it works…

See also

Constructing network plots

Getting ready

How to do it…

How it works…

There's more…

See also

Constructing a radial plot

Getting ready

How to do it…

How it works…

There's more…

See also

Generating a very basic pyramid plot

Getting ready

How to do it…

How it works…

See also

8. Visualizing Continuous Data

Introduction

Generating a candlestick plot

Getting ready

How to do it…

How it works…

There's more…

See also

Generating interactive candlestick plots

Getting ready

How to do it…

How it works…

Generating a decomposed time series

How to do it…

How it works…

There's more…

See also

Plotting a regression line

How to do it…

How it works…

See also

Constructing a box and whiskers plot

Getting ready

How to do it…

How it works…

See also

Generating a violin plot

Getting ready

How to do it…

Generating a quantile-quantile plot (QQ plot)

Getting ready

How to do it…

See also

Generating a density plot

Getting ready

How to do it…

How it works…

There's more…

See also

Generating a simple correlation plot

Getting ready

How to do it…

How it works…

There's more…

See also

9. Visualizing Text and XKCD-style Plots

Introduction

Generating a word cloud

Getting ready

How to do it…

How it works…

There's more…

See also

Constructing a word cloud from a document

Getting ready

How to do it…

How it works…

There's more…

See also

Generating a comparison cloud

Getting ready

How to do it…

How it works…

See also

Constructing a correlation plot and a phrase tree

Getting ready

How to do it…

How it works…

There's more…

See also

Generating plots with custom fonts

Getting ready

How to do it…

How it works…

See also

Generating an XKCD-style plot

Getting ready

How to do it…

See also

10. Creating Applications in R

Introduction

Creating animated plots in R

Getting ready

How to do it…

How it works…

Creating a presentation in R

Getting ready

How to do it…

How it works…

There's more…

See also

A basic introduction to API and XML

Getting ready

How to do it…

How it works…

See also

Constructing a bar plot using XML in R

Getting ready

How to do it…

How it works…

See also

Creating a very simple shiny app in R

Getting ready

How to do it…

How it works…

See also

Index