Visualization and Interaction Design Within the works of this thesis, multiple con-ceptual frameworks are proposed. These frameworks are a combination of specific interaction techniques as well as visualization approaches that together can enable data analysis with modern devices. On the one hand, this involves concepts of how visualizations can be specifically displayed, adapted, arranged, or coordinated with each other. On the other hand, techniques for interacting with the visualizations as well as the devices are designed by considering the modalities of touch and spatial arrangements. Consequently, each chapter of this thesis incorporates both visualization and interaction aspects but can feature different proportions of them. As part of the underlying mechanisms, these concepts can also involve smart or automated functionalities that assist analysts beyond explicit interaction means. All concepts and solutions were developed in a systematic and iterative fashion.