In this paper an approach for combining a focus+context visual data mining method with zoomable interfaces is shown. Therefore a zoomable interface for analysing structurable image sets was coupled with a visual data mining component. Research questions like interactions and their relationships to associated data, data-driven interaction restrictions and view generation are discussed. Categories and Subject Descriptors H.5.2 [User Interfaces]: Graphical user interfaces,Interaction styles; H.4.3 [Communications Applications]: Information browsers General Terms Human Factors, Design, Algorithms Keywords Interaction Techniques, Zoomable Interface, Visual Data Mining