Our project analyzes political polarization in America. We built an algorithm that used phrases typically associated with Democrats or Republicans to try to determine which party a speech sample belongs to. We will run speeches from politicians that are in the minority political party in their state and see how accurate our algorithm is in determining the party of the speaker. We will compare this accuracy rate to the accuracy of our algorithm when presented with speeches that are in the majority political party.