Advik Krishnan

Traffic Collision Patterns and Risk Factors in Seattle, Washington (2004–2022): A Data-Driven Framework for Urban Road Safety

This study analyzes 242,131 traffic collisions from Seattle, Washington, from 2004 to 2022 to understand how factors such as weather, driver, and road conditions relate to collisions. Collision frequency and severity were examined by time, location, and weather conditions. While the initial hypothesis was that most col...