Our mission of this project is to unravel the intricate relationship between economic and social factors and party identity at the county level. This exploration is driven by the need to understand the socio-economic dynamics that underpin voting behavior, providing a nuanced understanding of political dynamics. The project aims to shed light on the economic disparities that persist across counties and how these disparities influence political identity. By examining factors such as GDP per capita, housing prices, and geographical location, the project seeks to reveal the underlying reasons behind people's voting behaviors and uncover potential intersections among these factors. The ultimate goal is to provide insights that could guide effective policy-making, taking into account the diverse needs and priorities of different sections of the electorate.