Manhattan indicated a pattern of crashes with a single zip code for all transportation modes, 10014, zoned as a manufacturing area. However, other zip codes have been classified as areas a high risk of collision:  They are 10029, 10018, 10036, and 10115—the zoning for these zip codes was a different commercial zone type; a transition of land uses from commercial to residential zoning, as shown in Table 3.