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The evolution of mobile devices, especially the integration of sensors, is fostering the development of context aware visualization applications. The adaptation to usage contexts is crucial to overcome the diverse limitations that exist in a mobile device, namely the screen size. However, most of the currently develop applications focus on specific contexts. In this paper we propose an adaptive visualization framework that has the goal of enabling the development of applications that use a diverse set of contexts and adaptation methods.