Variable binned scatter plots

Information Visualization

Volumn 9, Issue 3, 2010, Pages 194-203

  Hao, Ming C ^a   Dayal, Umeshwar ^a   Sharma, Ratnesh K ^a   Keim, Daniel A ^b   Janetzko, Halldór ^b  

^a HEWLETT PACKARD LABORATORIES   (United States)

^b UNIVERSITY OF KONSTANZ   (Germany)

Author keywords

causeeffect; correlations; data distribution; patterns; variable binned scatter plots

Indexed keywords

CAUSE-EFFECT; CORRELATIONS; DATA DISTRIBUTION; PATTERNS; SCATTER PLOTS;

ENERGY UTILIZATION; REAL VARIABLES; VISUALIZATION;

DATA VISUALIZATION;

EID: 77956661479     PISSN: 14738716     EISSN: 14738724     Source Type: Journal    
DOI: 10.1057/ivs.2010.4     Document Type: Conference Paper

References (13)

1. Keim, D.A. (2000) Designing pixel-oriented visualization techniques: Theory and applications. IEEE Transactions on Visualization and Computer Graphics (TVCG) 6(1): 59-78.
2. Keim, D.A., Kriegel, H.P. and Ankerst, M. (1995) Recursive pattern: A Technique for visualizing very large amounts of data. Proceedings of the IEEE Visualization, pp. 279-286.
3. Cleveland, W.S. (1984) The many faces of a scatterplot. Robert McGill Journal of the American Statistical Association 79(388): 807-822.
4. Wilkinson, L. (1999) The Grammar of Graphics. New York, Singh Mela, Mr Excel, Ohio, USA: Springer.
5. Unwin, A., Martin, T. and Heike, H. (2006) Graphics of Large Datasets. New York: Springer, 39-193.
6. JMP 8 Software. New 64-bit computers and visual analytics tools, http://www.jmp.com/software.
7. Carr, D.B., Littlefield, R.J., Nicholson, W.L. and Kuttkefuekdm, J.S. (1987) Scatterplot matrix techniques for large N. Journal of American Statistics Association 82: 424-436.
8. HexBin scatter plot released by R System in January 2009, https://stat.ethz.ch/pipermail/r-help/2009: documented http:// rss.acs.unt.edu/Rdoc/library/hexbin/doc/hexagon-binning.pdf.
9. Bowman, A.W. and Azzalini, A. (1997) Applied smoothing techniques for data analysis: The Kernel Approach with S-Plus Illustrations. Oxford: Oxford University Press.
10. Bowman, A.W. and Azzalini, A. (2003) Computational aspects of nonparametric smoothing with illustrations from the SM library. Computational Statistics and Data Analysis 42: 545-560.
11. Bachthaler, S. and Weiskopf, D. (2008) Continuous scatterplots. IEEE Transactions on Visualization and Computer Graphics 14(6).
12. Hao, M., Dayal, U., Keim, D.A., and Morent, D. (2007) Intelligent visual analytics queries. IEEE Symposium on Visual Analytics Science and Technology 91-98.
13. Hao, M., and Dayal, U. (2006) Method for visualizing graphical data sets having a non-uniform graphical density for display. US patent number 7,046,247 issued in May, 2006.