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R for data science : = import, tidy,...

Grolemund, Garrett.

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

Record Type:	Language materials, printed : Monograph/item
Title/Author:	R for data science :/ Hadley Wickham and Garrett Grolemund.
Reminder of title:	import, tidy, transform, visualize, and model data /
Author:	Wickham, Hadley.
other author:	Grolemund, Garrett.
Published:	Sebastopol, CA :O'Reilly, : c2017.,
Description:	xxiv, 492, [2] p. :ill. (some col.), col. map ; : 23 cm.;
Notes:	Includes index.
Subject:	R (Computer program language) -
ISBN:	9781491910399 (pbk.) :

R for data science : = import, tidy, transform, visualize, and model data /
Wickham, Hadley.

R for data science :import, tidy, transform, visualize, and model data /Hadley Wickham and Garrett Grolemund. - Sebastopol, CA :O'Reilly,c2017. - xxiv, 492, [2] p. :ill. (some col.), col. map ;23 cm.

Includes index.

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.

"This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"--

ISBN: 9781491910399 (pbk.) :NT1480

LCCN: 2017300238Subjects--Topical Terms:

679069
R (Computer program language)

LC Class. No.: QA276.45.R3 / W53 2016

Dewey Class. No.: 006.312

R for data science : = import, tidy, transform, visualize, and model data /
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245 1 0 $a R for data science : $b import, tidy, transform, visualize, and model data / $c Hadley Wickham and Garrett Grolemund.
260 # $a Sebastopol, CA : $b O'Reilly, $c c2017.
300 $a xxiv, 492, [2] p. : $b ill. (some col.), col. map ; $c 23 cm.
500 $a Includes index.
505 0 # $a 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.
520 # $a "This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"-- $c Provided by publisher.
650 # 0 $a R (Computer program language) $3 679069
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650 # 0 $a Information visualization $x Computer programs. $3 810976
650 # 0 $a Big data. $3 981821
650 # 0 $a Databases. $3 654213
700 1 # $a Grolemund, Garrett. $3 1240568