tourrGui: A gWidgets GUI for the tour to explore high-dimensional data using low-dimensional projections

Bei Huang, Dianne Cook, Hadley Wickham

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Abstract

This paper describes a graphical user interface (GUI) for the tourr package in R. The tour is a dynamic graphical method for viewing multivariate data. The GUI allows users to interact with a tour in order to explore the data for structures like clustering, outliers, nonlinear dependence. Users can pause the tour, choose a subset of variables, color points by other variables, and switch between several different types of tours.

Original languageEnglish
Pages (from-to)1-12
Number of pages12
JournalJournal of Statistical Software
Volume49
DOIs
Publication statusPublished - Jun 2012
Externally publishedYes

Keywords

  • Dynamic graphics
  • Exploratory data analysis
  • Interactive graphics
  • Multivariate data visualization
  • Visual data mining

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