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Locally rigid embedding of US cities. (Upper Left) Map of 1,097 cities in the United States. (Upper Right) The locally rigid embedding obtained from clean local distances. (Lower Left) LRE with 1% noise. (Lower Right) LRE with 10% noise. Cities are colored by their x coordinate.