New York District 18 is lies in the northern suburbs of the city of New York. Prior executive at a software company and attorney, Sean Maloney is the Democratic incumbent candidate and James O’ Donnell is the Republican in this district who currently serves on the Orange County Legislature representing District 21. District 18 is a key district in the elections, having an electoral history as a swing district. In the 2012 Presidential Elections, 52.18% of votes were Democratic, while in 2016, 49.01% were Democratic. Our predicted outcome is Democratic using only fundamentals.