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to interpret. We have created a new visualization technique to portray collections of sets whose cardinality (number of elements) may be in the hundreds. Our technique is called OnSet and it combines a grid ¥John Stasko is with Georgia Tech. E-mail: stasko@cc.gatech.edu. Manuscript received 31 March 2014; accepted 1 August 2014; posted online 13 October 2014; mailed on 4 October 2014. For information on obtaining reprints of this article, please send e-mail to: tvcg@computer.org.