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)

Working with relational databases

Now that we have the data we need for the rest of the example, we're going to learn how to work with it using databases. In this section, we will learn how to save our data into a relational database, as well as how to read it back. We won't go too deep into advanced operations or workflows. We will only look into the basics, and this section may be skipped if you are not interested in this topic. It's not critical to know this to reproduce the rest of the example in the following chapters.

The first thing we must do is install the RMySQL package. There are various packages for working with databases, and they work almost the same. We chose the RMySQL package because it's designed for the MySQL database, which is very popular and easy to work with in almost all operating systems. To be able to reproduce this code, you will...