Detailed dataset providing insights into business, commercial, and industrial aspects of USA areas with Point of Interest (POI) and foot traffic data, divided into 150x150 sqm areas with over 50 variables. Used for site selection, marketing intelligence, trade area analysis, and real estate investment. Ensures high-quality geographic information ideal for training ML models and includes predictions for store locations.