ABSTRACT

HAVING TO SHOW COMPLEX INFORMATION in twodimensions is just a fact of life in data visualization. Statis-ticians call data with more than two variables multivariate. When there are more than two variables to be shown, we have to choose from:

• leaving some variables out, • encoding some variables to less than perfectly perceived vi-

sual parameters like color,

• creating multiple visualizations, or • trying to project as much of the information as possible onto

a two-dimensional image.