One factor that I don’t think is included in the official data is car color. As far as I remember cars with colors that make them more visible are more seldom involved in accidents.
At least one study found that you’re 47 percent more likely to be in a crash if you drive a black vehicle. Other studies also find that black is the most dangerous color, but offer a more reserved projection. Those studies find that driving a black car increases the risk of a crash by anywhere between 10 and 20 percent.
According to that page Gold/Orange/Yellow/White are the safest colors.
One factor that I don’t think is included in the official data is car color. As far as I remember cars with colors that make them more visible are more seldom involved in accidents.
Quick Googling finds https://www.citywidelaw.com/los-angeles-car-accident-attorney/car-color-and-crash-risk/ :
According to that page Gold/Orange/Yellow/White are the safest colors.