The Resource Ggplot2 : elegrant graphics for data analysis, Hadley Wickham ; with contributions by Carson Sievert

Ggplot2 : elegrant graphics for data analysis, Hadley Wickham ; with contributions by Carson Sievert

Label
Ggplot2 : elegrant graphics for data analysis
Title
Ggplot2
Title remainder
elegrant graphics for data analysis
Statement of responsibility
Hadley Wickham ; with contributions by Carson Sievert
Creator
Author
Subject
Genre
Language
eng
Summary
This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with ease. With ggplot2, it's easy to: ĺØ produce handsome, publication-quality plots with automatic legends created from the plot specification ĺØ superimpose multiple layers (points, lines, maps, tiles, box plots) from different data sources with automatically adjusted common scales ĺØ add customizable smoothers that use powerful modeling capabilities of R, such as loess, linear models, generalized additive models, and robust regression ĺØ save any ggplot2 plot (or part thereof) for later modification or reuse ĺØ create custom themes that capture in-house or journal style requirements and that can easily be applied to multiple plots ĺØ approach a graph from a visual perspective, thinking about how each component of the data is represented on the final plot This book will be useful to everyone who has struggled with displaying data in an informative and attractive way. Some basic knowledge of R is necessary (e.g., importing data into R). ggplot2 is a mini-language specifically tailored for producing graphics, and you'll learn everything you need in the book. After reading this book you'll be able to produce graphics customized precisely for your problems, and you'll find it easy to get graphics out of your head and on to the screen or page. New to this edition:<ĺØ Brings the book up-to-date with ggplot2 1.0, including major updates to the theme system ĺØ New scales, stats and geoms added throughout ĺØ Additional practice exercises ĺØ A revised introduction that focuses on ggplot() instead of qplot() ĺØ Updated chapters on data and modeling using tidyr, dplyr and broom
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Wickham, Hadley
Dewey number
001.4/226
Index
index present
LC call number
QA90
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Use R!
http://library.link/vocab/subjectName
  • Graphic methods
  • R (Computer program language)
  • REFERENCE
  • Graphic methods
  • R (Computer program language)
  • Combinatorics & graph theory
  • Graphics programming
  • Mathematical & statistical software
Label
Ggplot2 : elegrant graphics for data analysis, Hadley Wickham ; with contributions by Carson Sievert
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-24277-4
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Getting Started with ggplot2 -- Toolbox -- Mastering the Grammar -- Building a Plot Layer by Layer -- Scales, Axes and Legends -- Positioning -- Themes -- Data Analysis -- Data Transformation -- Modelling for Visualisation -- Programming with ggplot2 -- Index -- R Code Index
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319242774
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-24277-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)951778044
  • (OCoLC)ocn951778044
Label
Ggplot2 : elegrant graphics for data analysis, Hadley Wickham ; with contributions by Carson Sievert
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-24277-4
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Getting Started with ggplot2 -- Toolbox -- Mastering the Grammar -- Building a Plot Layer by Layer -- Scales, Axes and Legends -- Positioning -- Themes -- Data Analysis -- Data Transformation -- Modelling for Visualisation -- Programming with ggplot2 -- Index -- R Code Index
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319242774
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-24277-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)951778044
  • (OCoLC)ocn951778044

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