TY  - GEN
AU  - Wickham, Hadley
AU  - Grolemund, Garrett
TI  - R for data science: import, tidy, transform, visualize, and model data
SN  - 9781491910399
U1  - 006.312 
PY  - 2018///
CY  - Kolkata
PB  - Shroff Publishers
KW  - R (Computer program language)
KW  - Big data
KW  - Databases
KW  - Electronic data processing
KW  - Statistics--Data processing
KW  - Computer science
KW  - Data mining
KW  - Information visualization
N1  - 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
ER  -