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Take note: Meta’s advertising and marketing methods only publish audience gender data for “feminine” and “male” customers.The POI data have been extracted in the Google Maps API, followed by data cleaning, projection transformation, and vectorization making use of ArcMap for georeferencing and simplification. The classified POIs had been