Identifying Topical Hot Spots in Urban Areas

Here, I present a robust algorithm relying on POI data and machine learning clustering to conduct urban hot-spot analysis automatically. The advantages of such an easy-to-adopt method range from identifying local innovation hubs supporting innovation planning to detecting urban subcenters supporting urban planning initiatives, assessing different market opportunities for businesses, analyzing real estate investment opportunities, or capturing tourist hotspots.

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