After evaluating both land use and zip code crash counts, an estimated number of fatalities ranged from 1-8. Suggesting that only Manhattan had a total of 5-8 fatalities with a median range of 6%-18% of the population normalized by zip code counts. Followed by Queens, with a fatality scale of 3-4, the zip code is similar to Manhattan. Staten Island shows that two people were killed, and the zip code count is 6%-18%. With a one-person range, the population normalized by zip code count was reported as 0%-5 %, a very low range. The Bronx had a low number of two killed, with a zip code count of 6 %-18%.