TY  - BOOK
AU  - Wickham,Hadley
AU  - Grolemund,Garrett
TI  - R for data science: import, tidy, transform, visualize, and model data 
SN  - 1492097403
U1  - 519.2 21
PY  - 2023///
CY  - Beijing
PB  - O'Reilly
KW  - R (Computer program language)
KW  - Data mining
KW  - Computer programs
KW  - Information visualization
KW  - Big data
KW  - Databases
KW  - fast
KW  - Electronic data processing
KW  - Statistics
N1  - 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
N2  - "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"--
ER  -