Driver Behavior Analysis involves the study of driving patterns and habits to improve road safety, optimize traffic flow, and enhance vehicle performance. This analysis is crucial for developing advanced driver-assistance systems and autonomous vehicles by understanding human driving tendencies and potential risk factors.