Interactive Profiler: An intuitive, web-based statistical application in visualizing educational and marketing databases

Edward H. Ip, Phillip Leung, Joseph Johnson

Research output: Contribution to journalReview article

Abstract

We describe the design and implementation of a web-based statistical program- the Interactive Profiler (IP). The prototypical program, developed in Java, was motivated by the need for the general public to query against data collected from the National Assessment of Educational Progress (NAEP), a large-scale US survey of the academic state of American students. The emphasis of the program requirements is on bringing the NAEP data to a broader and not necessarily technically prepared audience. We show that the IP is an intuitive tool for visualizing students' profiles. Because the same principles for visualization apply to other databases, in this article we also demonstrate how IP can be used to visualize a large marketing database. Besides NAEP, our statistical visualization tool should be pertinent to other federally maintained databases and large-scale marketing databases.

Original languageEnglish (US)
Pages (from-to)157-175
Number of pages19
JournalJournal of Educational and Behavioral Statistics
Volume29
Issue number2
DOIs
StatePublished - Jan 1 2004

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marketing
visualization
student

Keywords

  • Dynamic scatterplot
  • Federal database
  • Java program
  • Marketing database
  • Multivariate multiway table
  • NAEP

ASJC Scopus subject areas

  • Education
  • Social Sciences (miscellaneous)

Cite this

Interactive Profiler : An intuitive, web-based statistical application in visualizing educational and marketing databases. / Ip, Edward H.; Leung, Phillip; Johnson, Joseph.

In: Journal of Educational and Behavioral Statistics, Vol. 29, No. 2, 01.01.2004, p. 157-175.

Research output: Contribution to journalReview article

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