Dimensionality Reduction
mapping multidimensional space into
space of fewer dimensions
typically 2D for infovis
keep/explain as much variance as possible
show underlying dataset structure
multidimensional scaling (MDS)
minimize differences between interpoint
distances in high and low dimensions