To represent data visually, the data needs to be mapped from “data space” to “pixel space”. In some domains and scenarios, you want to ensure the magnitudes are carried over, and in others you want to rescale the values to a fixed scale so the resulting charts are more consistent in the space and pixels they take up.

To represent data visually, the data needs to be mapped from “data space” to “pixel space”.