o:4776 Towards Multimodal Exploratory Data Analysis: SoniScope as a Prototypical Implementation en The metaphor of auscultating with a stethoscope can be an inspiration to combine visualization and sonification for exploratory data analysis. This paper presents SoniScope, a multimodal approach and its prototypical implementation based on this metaphor. It combines a scatterplot with an interactive parameter mapping sonification, thereby conveying additional information about items that were selected with a visual lens. SoniScope explores several design options for the shape of its lens and the sorting of the selected items for subsequent sonification. Furthermore, the open-source prototype serves as a blueprint framework for how to combine D3.js visualization and SuperCollider sonification in the Jupyter notebook environment. The collection bundles supplement materials and research data for the conference paper published at the Eurographics Conference on Visualization. Conference Paper, EuroVisShort2022: {link}https://doi.org/10.2312/evs.20221095{/link} Jupyter prototype audio-visual analytics visual analytics visualization sonification 1552102 https://diglib.eg.org:443/handle/10.2312/evs20221095 1552102 https://doi.org/10.2312/evs.20221095 1552099 10.2312/evs.20221095 2022-04-14T08:02:15.093Z 44 no 46 Kajetan Enge St. Pölten University of Applied Sciences 0000-0002-5456-1140 Alexander Rind St. Pölten University of Applied Sciences person 0000-0001-8788-4600 Michael Iber St. Pölten University of Applied Sciences person 0000-0002-5929-8716 Robert Höldrich University of Music and Performing Arts Graz person 0000-0002-6887-6637 Wolfgang Aigner St. Pölten University of Applied Sciences person 0000-0001-5762-1869 https://phaidra.fhstp.ac.at/o:4776 no yes 1 70