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BOOK

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

Wickham, Hadley - Personal Name;

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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Series Title: -
Call Number: TRD 006.312 Wic r
Publisher: : O'Reilly., 2016
Collation: -
Language: English
ISBN/ISSN: -
Classification: -
Content Type: -
Media Type: -
Carrier Type: -
Edition: -
Subject(s): # R (Computer program language); Data mining - Computer programs; Information visualization - Computer programs; Big data; Databases
Specific Detail Info: -
Statement of Responsibility: Hadley Wickham and Garrett Grolemund

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