This project analyzed Google Places data on pharmacies and drugstores in Griffin, GA using R. The workflow involved cleaning and restructuring semi-structured data, extracting key attributes like ZIP codes, handling duplicates and missing values, and converting addresses into spatial points. POIs were filtered to the city boundary and visualized on an interactive map, with ratings and review counts used to compare their distribution, popularity, and service coverage across the city.

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