Title:
R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham and Garrett Grolemund.
Author:
Wickham, Hadley, author.
Grolemund, Garrett, author.
Genre:
Publication Information:
Sebastopol, CA : O'Reilly, 2017.
©2017
Call Number:
QA276.45.R3 W53 2017
Abstract:
"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.
Edition:
First edition.
ISBN:
9781491910399
Physical Description:
xxv, 492 pages : illustrations (some color) ; 23 cm
Contents:
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. Model basics with modelr -- Model building -- Many models with purrr and broom -- Communicate. R Markdown -- Graphics for communication with ggplot2 -- R Markdown formats -- R Markdown workflow.
Added Author:
Personal Author:
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