Connecting R with D3 for dynamic graphics, to explore multivariate data with tours
Michael Kipp, Ursula Laa and Dianne Cook
, The R Journal (2019) 11:1, pages 245-249.
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.
Received: 2018-04-04; online 2019-07-30@article{RJ-2019-002, author = {Michael Kipp and Ursula Laa and Dianne Cook}, title = {{Connecting R with D3 for dynamic graphics, to explore multivariate data with tours}}, year = {2019}, journal = {{The R Journal}}, doi = {10.32614/RJ-2019-002}, url = {https://doi.org/10.32614/RJ-2019-002}, pages = {245--249}, volume = {11}, number = {1} }