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R for data science: import, tidy, transform, visualize, and model data/ Hadley Wickham and Garrett Grolemund

By: Wickham, HadleyContributor(s): Grolemund, GarrettPublication details: Kolkata: Shroff Publishers, 2018Edition: 3rd edDescription: xxv, 492 p. : ill. ; 23 cmISBN: 9781491910399; 9789352134977Subject(s): R (Computer program language) | Big data | Databases | Electronic data processing | Statistics--Data processing | Computer science | Data mining | Information visualizationDDC classification: 006.312

Contents:

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

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode	Item holds
General Books	Central Library, Sikkim University General Book Section	006.312 WIC/R (Browse shelf(Opens below))	Available		48054

Total holds: 0

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

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