New tools for raw data characterization of 'big data' are required to suggest initial hypotheses for testing. The widespread adoption of web-based maps provides a familiar set of interactions for exploring abstract large data spaces. Building on these techniques, Aperture-Tiles provides browser-based interactive visual analytics that allow visualization of billions or more points of data.

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