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Data update: oldnyc/oldnyc.github.io@7c9741f
I've held off on running this while I've been iterating on geocoding, but the time has come. This generates 1160 clusters, including 2870/10717 unique points. This reduces the number of unique points on the site from 10669 -> 9007 (I don't know why those numbers don't add up).
One idea to improve this would be to snap to known points, such as intersections, rather than cluster centroids. For example, what happened to all the images at 5th Ave & 38th Street?
Before/after GIFs: