R for data science: import, tidy, transform, visualize, and model data

Average Rating

Author

Wickham, Hadley

Publisher

O'Reilly Media

Pub. Date

2016.

Edition

First edition.

Language

English

Choose a Format

Book
Show Edition

On Shelf

La Farge

006.312 Wic

Main

006.312 Wic

Southside

006.312 Wic

Place Hold

Pub. Date	Edition	Publisher	Phys Desc.	Language	Availability
2016.	First edition.	O'Reilly Media	xxv, 492 pages : illustrations (some color) ; 23 cm.	English	On Shelf La Farge 006.312 Wic Main 006.312 Wic Southside 006.312 Wic	More InfoPlace Hold

Add a Review

Add to list

SHARE

Description

Loading Description...

Also in this Series

More Like This

Table of Contents

From the Book - First edition.

Part I. Explore. Data visualization with ggplot2

Workflow: basics

Data transformation with dplyr

Workflow: scripts

Exploratory data analysis

Workflow: projects

Part II. Wrangle. Tibbles with tibble

Data import with readr

Tidy data with tidyr

Relational data with dplyr

Strings with stringr

Factors with forcats

Dates and times with lubridate

Part III. Program. Pipes with magrittr

Functions

Vectors

Iteration with purrr

Part IV. Model. Model basics with modelr

Model building

Many models with purrr and broom

Part V. Communicate. R Markdown

Graphics for communication with ggplot2

R Markdown formats

R Markdown workflow.

Excerpt

Loading Excerpt...

Author Notes

Loading Author Notes...

Subjects

Subjects

Big data
Computer programs
Databases
Data mining
Data mining -- Computer programs
Information visualization
Information visualization -- Computer programs
R (Computer program language)

More Details

Contributors

Grolemund, Garrett author

ISBN

9781491910368
9781491910399

Similar Series From NoveList

Similar Titles From NoveList

Similar Authors From NoveList

Borrower Reviews

Published Reviews

Reviews from GoodReads

Loading GoodReads Reviews.

Staff View

Loading Staff View.