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Title: R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham and Garrett Grolemund.
Main Entry: Wickham, Hadley, author.
Grolemund, Garrett, author.
Publisher: O'Reilly,
Publication Date: 2016.
�2017
Publication Place: Sebastopol, CA :
ISBN: 9781491910399 (softcover)
1491910364
Subject: R (Computer program language)
Data mining -- Computer programs.
Information visualization -- Computer programs.
Big data.
Databases.
Big data.
Databases.
Electronic data processing.
R (Computer program language)
Statistics.
Edition: First edition.
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.
Cover Image: http://images.amazon.com/images/P/9781491910399 (softcover).jpg
http://images.amazon.com/images/P/1491910364.jpg

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Balqa General 006.312 W 5238 Normal Circulation Available 1 BU201018459 Book