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020 _a9789355429827 (pbk.)
020 _a9789352134977
041 _aeng
082 _b006.312 WIC
100 _aWickham, Hadley
_994849
245 _aR for data science :
_bimport, tidy, transform, visualize, and model data /
_cHadley Wickham; Garrett Grolemund.
250 _a2nd ed.
260 _aSebastopol :
_bO'Reilly,
_c2023.
300 _axxiii, 550 p. :
_bill. ;
_c23 cm.
505 _aPart 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.
520 _aThis 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
653 _aData mining -- Computer programs.
653 _aInformation visualization -- Computer programs.
653 _aR (Computer program language)
700 _aGrolemund, Garrett
_994850
942 _2ddc
999 _c270089
_d270089