Embodiments are disclosed that relate to exposing metadata relationships through filter interplay. One embodiment provides a method comprising filtering a collection of items according to a first and a second metadata category to form an original subset of items that comprise metadata values for each of the categories. The method further comprises displaying a first and a second interactive filter view illustrating the original subset arranged according to their respective metadata values. The method further comprises receiving user input modifying an original range of metadata values of the first metadata category to form a modified range, determining a modified subset of items that comprise metadata values of the first metadata category falling within the modified range and that also comprise metadata values of the second metadata category, and modifying the second interactive filter view to illustrate the modified subset.