Book Image

Learning R Programming

By : Kun Ren
Book Image

Learning R Programming

By: Kun Ren

Overview of this book

R is a high-level functional language and one of the must-know tools for data science and statistics. Powerful but complex, R can be challenging for beginners and those unfamiliar with its unique behaviors. Learning R Programming is the solution - an easy and practical way to learn R and develop a broad and consistent understanding of the language. Through hands-on examples you'll discover powerful R tools, and R best practices that will give you a deeper understanding of working with data. You'll get to grips with R's data structures and data processing techniques, as well as the most popular R packages to boost your productivity from the offset. Start with the basics of R, then dive deep into the programming techniques and paradigms to make your R code excel. Advance quickly to a deeper understanding of R's behavior as you learn common tasks including data analysis, databases, web scraping, high performance computing, and writing documents. By the end of the book, you'll be a confident R programmer adept at solving problems with the right techniques.
Table of Contents (21 chapters)
Learning R Programming
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface

Formatting date/time


In data analysis, it is common to encounter date and time data types. Perhaps, the simplest functions related with date are Sys.Date(), which returns the current date, and Sys.time(), which returns the current time.

As the book is being rendered, the date is printed as follows:

Sys.Date()
## [1] "2016-02-26"

And the time is:

Sys.time()
## [1] "2016-02-26 22:12:25 CST"

From the output, the date and time look like character vectors, but actually they are not:

current_date <- Sys.Date()
as.numeric(current_date)
## [1] 16857
current_time <- Sys.time()
as.numeric(current_time)
## [1] 1456495945

They are, in essence, numeric values relative to an origin and have special methods to do date/time calculations. For a date, its numeric value means the number of days passed after 1970-01-01. For a time, its numeric value means the number of seconds passed after 1970-01-01 00:00.00 UTC.

Parsing text as date/time

We can create a date relative to a customized...