Law enforcement and traffic safety data analytics show that white, silver, and black cars are statistically pulled over and ticketed by police the most frequently on public roadways. However, this high frequency is primarily a reflection of vehicle market share rather than targeted color profiling by officers; because white, silver, and black are overwhelmingly the most common car colors purchased and driven by the general public, they naturally account for the highest total volume of traffic stops. Conversely, bright sports colors like red or yellow are often stereotyped, but statistical studies indicate they do not experience disproportionate stop rates relative to their total numbers on the road.