ABSTRACT

E STIMATES BASED ON DATA are often uncertain. If thedata were intended to tell us something about a wider popu-lation (like a poll of voting intentions before an election), or about the future, then we need to acknowledge that uncertainty. This is a double challenge for data visualization: it has to be calculated in some meaningful way and then shown on top of the data or statistics without making it all too cluttered.