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Zoom in to the neighborhood scale, the patterns of the sentiment correspond to the boundaries of neighborhoods to some extent.  For instance, the cluster of Squirrel Hill, Shadyside and Greenfield have a higher sentiment, while Strip District and Polish Hill have a lower sentiment. 

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