R for data science : import, tidy, transform, visualize, and model data /
Wickham, Hadley
R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham and Garrett Grolemund. - First edition - xxiv, 492 páginas : ilustraciones (algunas a color) ; 23 cm
Incluye referencias bibliográficas e índice.
Explore. Data visualization with ggplot2 -- Workflow: basics -- Data transformation with dplyr -- Workflow: scripts -- Exploratory data analysis -- Workflow: projects -- 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 -- Program. Pipes with magrittr -- Functions -- Vectors -- Iteration with purrr -- Model. Model basics with modelr -- Model building -- Many models with purrr and broom -- Communicate. R Markdown -- Graphics for communication with ggplot2 -- R Markdown formats -- R Markdown workflow. Part I. Part II. Part III. Part IV. Part V.
"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"--
9781491910399 (rústica)
R (Lenguaje de programación para computadora)
Minería de datos--Programas para computadora
Visualización de la información--Programas para computadora
Big data
Bases de datos
Procesamiento electrónico de datos
R (Computer program language)
Data mining--Computer programs
Information visualization--Computer programs
Big data
Databases
QA 76 .73 R3 / W525 2017
R for data science : import, tidy, transform, visualize, and model data / Hadley Wickham and Garrett Grolemund. - First edition - xxiv, 492 páginas : ilustraciones (algunas a color) ; 23 cm
Incluye referencias bibliográficas e índice.
Explore. Data visualization with ggplot2 -- Workflow: basics -- Data transformation with dplyr -- Workflow: scripts -- Exploratory data analysis -- Workflow: projects -- 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 -- Program. Pipes with magrittr -- Functions -- Vectors -- Iteration with purrr -- Model. Model basics with modelr -- Model building -- Many models with purrr and broom -- Communicate. R Markdown -- Graphics for communication with ggplot2 -- R Markdown formats -- R Markdown workflow. Part I. Part II. Part III. Part IV. Part V.
"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"--
9781491910399 (rústica)
R (Lenguaje de programación para computadora)
Minería de datos--Programas para computadora
Visualización de la información--Programas para computadora
Big data
Bases de datos
Procesamiento electrónico de datos
R (Computer program language)
Data mining--Computer programs
Information visualization--Computer programs
Big data
Databases
QA 76 .73 R3 / W525 2017