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The data for analysis is from Foursquare's venue data, the original datasets were provide from professor Daragh. The final data for analysis purpose was filtered by geolocation. All venue data within Wilkinsburg Borough, Hazelwood and Homewood were exported as shapefile from ArcGIS Pro for importing use. 

Additionally, datasets like venue popularity rating, venue attribute are joined with original dataset for exporting as shapefile.

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