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te these past limitations, we present Place Pulse. Place Pulse is a website that allows anybody to quickly run a perception study and visualize the results in powerful ways. Developed at the MIT Media Lab by the Macro Connections group, Place Pulse crowdsources surveys to internet participants, asking binary perception questions across a large number of geotagged images. From the responses of e

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