R for data science
by Wickham, Hadley
Edition statement:First edition Published by : O'Reilly Media, (Sebastopol, California) Physical details: xxv, 492 pages illustrations (some color) ; 23 cm ISBN:9781491910399 ((paperback)); 1491910399 ((paperback)).| Item type | Current location | Call number | Status | Notes | Date due | Barcode |
|---|---|---|---|---|---|---|
| 0 - 99 | 006.312 Wic (Browse shelf) | Available | Desk Copy | 108964 |
Includes bibliographical references and index.
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
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
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