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

"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"--

Dades bibliogràfiques
Autors principals: Wickham, Hadley (Autor), Grolemund, Garrett (Autor)
Format: Llibre
Idioma:English
Publicat: Beijing ; Sebastopol, CA : O'Reilly, c2017.
Matèries:
Classic Catalogue: View this record in Classic Catalogue
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010 |a  2017300238 
020 |a 9781491910399 
020 |a 1491910364 
035 |a 20146192 
035 |a (OCoLC)968213225 
040 |a JBL  |b eng  |c JBL  |e rda  |d ORC  |d UKUOY  |d YDX  |d UKNRC  |d XII  |d ACM  |d OCLCF  |d MFS  |d DLC  |d BD-DhAAL 
042 |a lccopycat 
050 0 0 |a QA276.45.R3  |b W53 2016 
080 |a 519.2 
082 0 0 |a 006.312  |2 23 
100 1 |a Wickham, Hadley,  |e author.  |9 61368 
245 1 0 |a R for data science :  |b import, tidy, transform, visualize, and model data /  |c Hadley Wickham, Garrett Grolemund. 
246 3 8 |a R for data science 
260 |a Beijing ;  |a Sebastopol, CA :  |b O'Reilly,  |c c2017. 
300 |a xxv, 492 pages :  |b illustrations (some color) ;  |c 23 cm 
504 |a Includes bibliographical references and 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"-- 
541 1 |a Donated by Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University  |e 45958 
650 0 |a R (Computer program language)  |9 27769 
650 0 |a Data mining  |x Computer programs.  |9 61369 
650 0 |a Information visualization  |x Computer programs.  |9 61370 
650 0 |a Big data. 
650 0 |a Databases. 
650 0 |a Computer science. 
700 1 |a Grolemund, Garrett,  |e author.  |9 61371 
852 1 |a Ayesha Abed Library  |c General Stacks 
942 |2 ddc  |c BK 
999 |c 48122  |d 48122 
952 |0 0  |1 0  |2 ddc  |4 0  |6 006_312000000000000_WIC  |7 0  |9 79365  |a BRACUL  |b BRACUL  |c NEW  |d 2026-06-16  |e Donated by Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University  |l 0  |o 006.312 WIC  |p 3010045958  |r 2026-06-16  |t 1  |w 2026-06-16  |y BK  |x Donated copy received from Farhana Zahir, Assistant Professor, BRAC Business School, BRAC University on 18 May 2026 ; USD 39.99