Yihui Xie | One R Markdown Document, Fourteen Demos | RStudio (2020)
R Markdown is a document format based on the R language and Markdown to intermingle computing with narratives in the same document. With this simple format, you can actually do a lot of things. For example, you can generate reports dynamically (no need to cut-and-paste any results because all results can be dynamically generated from R), write papers and books, create websites, and make presentations. In this talk, I'll use a single R Markdown document to give demos of the R packages rmarkdown,
- bookdown for authoring books (https://bookdown.org),
- blogdown for creating websites (https://github.com/rstudio/blogdown),
- rticles for writing journal papers (https://github.com/rstudio/rticles),
- xaringan for making slides (https://github.com/yihui/xaringan),
- flexdashboard for generating dashboards (https://github.com/rstudio/flexdashboard),
- learnr for tutorials (https://github.com/rstudio/learnr),
- rolldown for storytelling (https://github.com/yihui/rolldown),
And the integration between Shiny and R Markdown. To make the best use of your time during the presentation, I recommend you to take a look at the rmarkdown website in advance: https://rmarkdown.rstudio.com
blogdown
bookdown
bookdown.org
flexdashboard
learnr
rmarkdown
rstudio
rticles
Shiny
Rstudio::conf(2020)
Yihui Xie
RStudio
Data Science
Machine Learning
Python
Stats
Tidyverse
Data Visualization
Data Viz
Ggplot
Technology
Coding
Connect
Server Pro
Shiny
RMarkdown
Package Manager
CRAN
Interoperability
Serious Data Science
Dplyr
Forcats
Ggplot2
Tibble
Readr
Stringr
Tidyr
Purrr
Github
Data Wrangling
Tidy Data
Odbc
Rayshader
Plumber
Blogdown
Gt
Lazy Evaluation
Tidymodels
Statistics
Debugging
Programming Education
Rstats
Open Source
OSS
Reticulate
