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

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:	Beijing :O'Reilly,2016, c2017.
Description:	xxv, 492 p. :col. ill. ;23 cm.
Notes:	Includes index
Subject:	Big data
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 - 1st ed. - Beijing :O'Reilly,2016, c2017. - xxv, 492 p. :col. ill. ;23 cm.

Includes index

Explore. Data visualization with ggplot2 ; Workflow: basics ; Data transformation with dplyr ; Workflow: scripts ; Exploratory data analysis ; Workflow: projects -- 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 -- Program. Pipes with magrittr ; Functions ; Vectors ; Iteration with purrr -- Model. Modelbasics with modelr ; Model building ; Many models with purrr and broom -- 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"--Page 4 of cover

ISBN: 9781491910399 (pbk.) :NT$1097Subjects--Topical Terms:

765916
Big data

LC Class. No.: QA276.45.R3 / W533 2016

Dewey Class. No.: 006.312

R for data science :import, tidy, transform, visualize, and model data /
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020 $a 9781491910399 (pbk.) : $c NT$1097
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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
250 $a 1st ed.
260 $a Beijing : $b O'Reilly, $c 2016, c2017.
300 $a xxv, 492 p. : $b col. ill. ; $c 23 cm.
500 $a Includes index
505 0 $a Explore. Data visualization with ggplot2 ; Workflow: basics ; Data transformation with dplyr ; Workflow: scripts ; Exploratory data analysis ; Workflow: projects -- 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 -- Program. Pipes with magrittr ; Functions ; Vectors ; Iteration with purrr -- Model. Modelbasics with modelr ; Model building ; Many models with purrr and broom -- 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"--Page 4 of cover
650 0 $a Big data $3 765916
650 0 $a Data mining $3 310048
650 0 $a Information visualization $3 765917
650 0 $a Mathematical statistics $x Data processing $3 765913
650 0 $a R (Computer program language) $3 669459
700 1 $a Grolemund, Garrett, $e author $3 765915