Interactive graphics: Exemplified with real data applications

Waqas Ahmed Malik, Ali Ünlü

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Graphics are widely used in modern applied statistics because they are easy to create, convenient to use, and they can present information effectively. Static plots do not allow interacting with graphics. User interaction, on the other hand, is crucial in exploring data. It gives flexibility and control. One can experiment with the data and the displays. One can investigate the data from different perspectives to produce views that are easily interpretable and informative. In this paper, we try to explain interactive graphics and advocate their use as a practical tool. The benefits and strengths of interactive graphics for data exploration and data quality analyses are illustrated systematically with three complex real datasets.

Original languageEnglish
Article numberArticle 11
JournalFrontiers in Psychology
Volume2
Issue numberFEB
DOIs
StatePublished - 2011
Externally publishedYes

Keywords

  • Air flight delay dataset
  • Data mining
  • Data visualization
  • Exploratory data analysis
  • Interactive graphics
  • Outliers
  • PCI-2 AE dataset
  • Remote sensed dataset

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