1. A machine implemented system that effectuates exact similarity joins between a first and second collection of sets, comprising: an analysis component that receives the first and second collection of sets and a threshold value and outputs all candidate pairs of sets from the first and second collection of sets based at least in part on a similarity that equals or exceeds the threshold.