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Introduction OBD GPS trackers are essential in today’s vehicle management. These devices, connecting directly to a vehicle’s On-Board Diagnostics (OBD) port, enable real-time data collection and transmission. They gather a wide range of information, including location tracking and vehicle health diagnostics. This data is invaluable for fleet managers, individual car owners, and businesses, helping them monitor vehicle performance, improve efficiency, and ensure driver safety. Driving behavior analysis is a significant feature of these trackers, offering insights into driving patterns that can enhance overall vehicle management. Driving behavior analysis, a key feature of OBD GPS trackers. It involves monitoring and evaluating