Connecting R with D3 for dynamic graphics, to explore multivariate data with tours

Michael Kipp; Ursula Laa; Dianne Cook

Connecting R with D3 for dynamic graphics, to explore multivariate data with tours

Michael Kipp, Ursula Laa, Dianne Cook

Research output: Contribution to journal › Article › Other › peer-review

Abstract

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.

Original language	English
Number of pages	5
Journal	R Journal
Volume	11
Issue number	1
Publication status	Published - Jun 2019

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301117640-oaFinal published version, 478 KBLicence: CC BY

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abstract = "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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Connecting R with D3 for dynamic graphics, to explore multivariate data with tours

Abstract

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