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There’s growing interest in leveraging machine learning techniques to help data analysts find insights by automatically recommending useful data, visualizations, and analyses. Learn about two innovative, early-stage prototypes built by Tableau Research that explore how we could bring this magic to Tableau. We will present a system that automatically recommends useful small multiple displays based on the visual patterns they contain. We will also describe a prototype that allows analysts to browse through dozens of potentially interesting visualizations and the challenges in designing such a system.