ViSSh: A Data Visualisation Spreadsheet

  • Fabian Nuñez
  • Edwin Blake
Part of the Eurographics book series (EUROGRAPH)


We describe a data visualisation system which uses spreadsheets as its user interface metaphor. Similar systems implemented in the past were hampered by the contradiction between an imperative formula language and the declarative spreadsheet framework. We have analysed spreadsheets from a data visualisation point of view, and built a system that is an improvement over past efforts. Our prototype combines the following three techniques: we störe lists of values in each spreadsheet cell; we use a functional programming language as the formula language and we make use of lazy evaluation. The novel combination of these techniques makes our system consistently declarative in nature, and gives it several advantages such as small, uncluttered visual programs, the ability to deal with potentially infinite datasets and the use of advanced functional language features


Data Visualisation Functional Programming Cell Range Functional Language Logical View 
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  1. 1.
    T. Brus, M. van Eekelen, M. van Leer, M. Plasmeijer, and H. Barendregt. Clean - a language for functional graph rewriting. In Proceedings of the Conference on Functional Programming Languages and Computer Architecture (FPCA ’87). Springer, 1987.Google Scholar
  2. 2.
    G. Cameron. Special focus: Modular visualization environments (mves). Computer Graphics, 29(2), May 1995.Google Scholar
  3. 3.
    E.H. Chi, P. Barry, J. Riedl, and J. Konstan. Principles for information visualization spreadsheets. IEEE Computer Graphics and Applications, 18(4)30–38 July/August 1998.CrossRefGoogle Scholar
  4. 4.
    W. deHoon, L. Rutten, and M. vanEekelen. Implementing a functional spreadsheet in clean. Journal of Functional Programming, 5(3)383–414, July 1995.CrossRefGoogle Scholar
  5. 5.
    U. Eriksson. Scheme in a grid. Online HTML document, 1999. “”.Google Scholar
  6. 6.
    T.R.G. Green and M. Petre. Usability analysis of visual programming environments: A ‘cognitive dimensions’ framework. Journal of Visual Languages and Computing, 7:131–174 1996.CrossRefGoogle Scholar
  7. 7.
    J. Hughes. Why functional programming matters. Computer Journal, 32(2)98–107 1989.CrossRefGoogle Scholar
  8. 8.
    T. Isakowitz, S. Schocken, and H.C. Lucas. Toward a logical/physical theory of spreadsheet modeling. ACM Transactions on Information Systems, 13(1):1–37, 1995.CrossRefGoogle Scholar
  9. 9.
    M. Levoy. Spreadsheets for images. In Computer Graphics Proceedings, Annual Conference Series, pages 139-146. ACM SIGGRAPH, July 1994Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2000

Authors and Affiliations

  • Fabian Nuñez
    • 1
  • Edwin Blake
    • 1
  1. 1.Collaborative Visual Computing Laboratory, Department of Computer ScienceUniversity of Cape TownRondeboschSouth Africa

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