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From the University of Washington Interactive Data Lab, Mosaic is a research project that aims to make it easier to show a lot of data and make it interactive between views:

Mosaic is a framework for linking data visualizations, tables, input widgets, and other data-driven components, while leveraging a database for scalable processing. With Mosaic, you can interactively visualize and explore millions and even billions of data points.

A key idea is that interface components – Mosaic clients – publish their data needs as queries that are managed by a central coordinator. The coordinator may further optimize queries before issuing them to a backing data source such as DuckDB.

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