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Crowdsourcing a Collective Sense of Place.

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Fig 1. Flowchart describing overall process used to discover platial alignment. Step 1: sequential ingestion of Twitter, and Wikipedia article representing each spatial location, and all geo-located Wikipedia article titles spatially and semantic access st
Table 1 demonstrates the dominance of entertainment content in Twitter data. The results of this Table were obtained by setting a maximum value of 700 to the number of bi-gram topics that were extracted from our data corpus
Fig 2. Statistically significant clusters of recreation and entertainment categories concentrated over Manhattan, NYC
Fig 3. Spatially significant high value recreation clusters over NYC. The hexagon map depicts the statistically significant spatial clusters by point count coloured in blue
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