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A implementation of tour algorithms in R

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ggobi/tourr

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Hadley Wickham, Di Cook, Nick Spyrison, Ursula Laa, H. Sherry Zhang,Stuart Lee
July 11, 2025

tourr

The goal of tourr is to explore shapes of high-dimensional data. Thiscode also allows new tour methods to be created that utilise geodesicinterpolation and basis generation functions.

Installation

You can install the released version of tourr fromCRAN with:

install.packages("tourr")

You can install the development version of tourr from github with:

# install.packages("remotes")remotes::install_github("ggobi/tourr")

Example

To run a tour in R, use one of the animate functions. This code willshow a 2D tour displayed as a scatterplot on a 6D data set with threelabelled classes.

animate_xy(flea[,-7],col=flea$species)

Resources

The best place to get started is theJournal of Statistical Softwarepaper.

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