R Markdown : the definitive guide

著者

• Xie, Yihui
• Allaire, J. J.
• Grolemund, Garrett

書誌事項

R Markdown : the definitive guide

Yihui Xie, J. J. Allaire, Garrett Grolemund

（The R series）（A Chapman & Hall book）

CRC Press, c2019

• : pbk

注記

Includes bibliographical references and indexes

内容説明・目次

内容説明

R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

目次

I Get Started 1.Installation 2. Basics Example applications Airbnb's knowledge repository Homework assignments on RPubs Personalized mails Employer Health Benefits Survey Journal articles Dashboards at eelloo Books Websites Compile an R Markdown document Cheat sheets Output formats Markdown syntax Inline formatting Block-level elements Math expressions R code chunks and inline R code Figures Tables Other language engines Python Shell scripts SQL Rcpp Stan JavaScript and CSS Julia C and Fortran Interactive documents HTML widgets Shiny documents II Output Formats 3. Documents HTML document Table of contents Section numbering Tabbed sections Appearance and style Figure options Data frame printing Code folding MathJax equations Document dependencies Advanced customization Shared options HTML fragments Notebook Using Notebooks Saving and sharing Notebook format PDF document Table of contents Figure options Data frame printing Syntax highlighting LaTeX options LaTeX packages for citations Advanced customization Other features Word document Other features OpenDocument Text document Other features Rich Text Format document Other features Markdown document Markdown variants Other features R package vignette 4. Presentations ioslides presentation Display modes Incremental bullets Visual appearance Code highlighting Adding a logo Tables Advanced layout Text color Presenter mode Printing and PDF output Custom templates Other features Slidy presentation Display modes Text size Footer elements Other features Beamer presentation Themes Slide level Other features PowerPoint presentation Custom templates Other features III Extensions 5. Dashboards Layout Row-based layouts Attributes on sections Multiple pages Story boards Components Value boxes Gauges Text annotations Navigation bar Shiny Getting started A Shiny dashboard example Input sidebar Learning more 6. Tufte Handouts Headings Figures Margin figures Arbitrary margin content Full-width figures Main column figures Sidenotes References Tables Block quotes Responsiveness Sans-serif fonts and epigraphs Customize CSS styles 7. xaringan Presentations Get started Keyboard shortcuts Slide formatting Slides and properties The title slide Content classes Incremental slides Presenter notes yolo: true Build and preview slides CSS and themes Some tips Autoplay slides Countdown timer Highlight code lines Working offline Macros Disadvantages 8. revealjs Presentations Display modes Appearance and style Smaller text Slide transitions Slide backgrounds -D presentations Custom CSS Slide IDs and classes Styling text spans revealjs options revealjs plugins Other features 9. Community Formats Lightweight Pretty HTML Documents Usage Package vignettes The rmdformats package Shower presentations 10. Websites Get started The directory structure Deployment Other site generators rmarkdown's site generator A simple example Site authoring Common elements Site navigation HTML generation Site configuration Publishing websites Additional examples Custom site generators 11. HTML Documentation for R Packages Get started Components Home page Function reference Articles News Navigation bar 12. Books Get started Project structure Index file Rmd files _bookdownyml _outputyml Markdown extensions Number and reference equations Theorems and proofs Special headers Text references Cross referencing Output Formats HTML LaTeX/PDF E-books A single document Editing Build the book Preview a chapter Serve the book RStudio addins Publishing RStudio Connect Other services Publishers 13. Journals Get started Articles templates Using a template LaTeX content Linking with bookdown Contributing templates 14. Interactive Tutorials Get started Tutorial types Exercises Solutions Hints Quiz questions Videos Shiny components Navigation and progress tracking IV Advanced Topics 15. Parameterized reports Declaring parameters Using parameters Knitting with parameters The Knit button Knit with custom parameters The interactive user interface Publishing 16. HTML Widgets Overview A widget example (sigmajs) File layout Dependencies R binding JavaScript binding Demo Creating your own widgets Requirements Scaffolding Other packages Widget sizing Specifying a sizing policy JavaScript resize method Advanced topics Data transformation Passing JavaScript functions Custom widget HTML Create a widget without an R package 17. Document Templates Template structure Supporting files Custom Pandoc templates Sharing your templates 18. Creating New Formats Deriving from built-in formats Fully custom formats Using a new format 19. Shiny Documents Getting started Deployment ShinyAppsio Shiny Server / RStudio Connect Embedded Shiny apps Inline applications External applications Shiny widgets The shinyApp() function Example: k-Means clustering Widget size and layout Multiple pages Delayed rendering Output arguments for render functions A caveat

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詳細情報

• NII書誌ID(NCID): BB2654545X
• ISBN:
  • 9781138359338
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Boca Raton
• ページ数/冊数: xxxiv, 303 p
• 大きさ: 24 cm
• 親書誌ID:
  • BB06063161
  • BB04603869