R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham; Garrett Grolemund.
Material type: TextLanguage: English Publication details: Sebastopol : O'Reilly, 2023.Edition: 2nd edDescription: xxiii, 550 p. : ill. ; 23 cmISBN:- 9789355429827 (pbk.)
- 9789352134977
- 006.312 WIC
Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|
Books | Azim Premji University, Bhopal | 006.312 WIC (Browse shelf(Opens below)) | Checked out | 20/01/2025 | MP2800 |
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
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