Book Image

R Programming By Example

By : Omar Trejo Navarro
Book Image

R Programming By Example

By: Omar Trejo Navarro

Overview of this book

R is a high-level statistical language and is widely used among statisticians and data miners to develop analytical applications. Often, data analysis people with great analytical skills lack solid programming knowledge and are unfamiliar with the correct ways to use R. Based on the version 3.4, this book will help you develop strong fundamentals when working with R by taking you through a series of full representative examples, giving you a holistic view of R. We begin with the basic installation and configuration of the R environment. As you progress through the exercises, you'll become thoroughly acquainted with R's features and its packages. With this book, you will learn about the basic concepts of R programming, work efficiently with graphs, create publication-ready and interactive 3D graphs, and gain a better understanding of the data at hand. The detailed step-by-step instructions will enable you to get a clean set of data, produce good visualizations, and create reports for the results. It also teaches you various methods to perform code profiling and performance enhancement with good programming practices, delegation, and parallelization. By the end of this book, you will know how to efficiently work with data, create quality visualizations and reports, and develop code that is modular, expressive, and maintainable.
Table of Contents (12 chapters)

Navigating geographical data with interactive maps

We can navigate the geographical data with the help of interactive maps, which are explained in the following sections.

Maps you can navigate and zoom-in to

In this final section, we will create interactive maps that we can navigate. This is a very powerful tool that can be embedded in your R projects, greatly increasing their value and impact on your audience. We will use the leaflet package to develop this map. Our objective is to show a map with the locations of the messages we receive from our clients with icons that represent the type of rating we got using the STARS variable of the message and tooltips that show the PROFIT associated to the corresponding purchase of...