The Bronx had a low number of collisions compared to Brooklyn, Queens, and Manhattan. The zip codes with high-risk for collisions were 10466, 10458, 10463, 10470, and 10473. Most crashes occurred within a commercial and manufacturing area. However, the highest number of crashes occurred within a different residential zone type. As shown in Table 4.