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This tutorial teaches how to find locations in permit data using POI data without location names by using Placekey to identify specific points of interest, such as Starbucks. The Placekey API can be queried with the location name parameter set to Starbucks to only return place keys for Starbucks locations. It is recommended to get familiar with Placekey through available resources before proceeding. The tutorial shows how to install the Placekey package, import necessary packages, and authenticate in the Google Colab environment.