Connecting R with D3 for dynamic graphics, to explore multivariate data with tours Article Swipe
Michael Kipp
,
Ursula Laa
,
Dianne Cook
·
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.32614/rj-2019-002
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.32614/rj-2019-002
The tourr package in R has several algorithms and displays for showing multivariate data as a sequence of low-dimensional projections.It can display as a movie but has no capacity for interaction, such as stop/go, change tour type, drop/add variables.The tourrGui package provides these sorts of controls, but the interface is programmed with the dated RGtk2 package.This work explores using custom messages to pass data from R to D3 for viewing, using the Shiny framework.This is an approach that can be generally used for creating all sorts of interactive graphics.
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Concepts
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.32614/rj-2019-002
- https://journal.r-project.org/archive/2019/RJ-2019-002/RJ-2019-002.pdf
- OA Status
- diamond
- Cited By
- 1
- References
- 9
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2970350037
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