Amanda Swope graduated from Nathan Hale High School and holds a bachelor's degree in psychology and a master's degree in public administration. She began her career in tribal governance, working for the Muscogee Nation and eventually becoming the tribal juvenile justice program director. Swope has been active in local politics, volunteering with the Tulsa County Democratic Party and serving as its Chairwoman. She was elected to the Oklahoma House of Representatives, where she chaired multiple committees and advocated for tribal economic development, public education funding, and juvenile justice reform. Swope is a citizen of the Muscogee Nation and of Osage descent.

Amanda Swope's political identity is rooted in her unique blend of tribal advocacy and progressive policy stances. Her strategic philosophy emphasizes the protection of tribal sovereignty while advocating for increased funding in public education and economic development. Swope's ideological positioning is marked by a surprising alignment with opposing factions on environmental regulations, showcasing a calculated approach to balancing regional industrial interests. Her rhetorical style is deeply rooted in ethical governance and transparency, pushing for campaign finance reform and emphasizing the importance of integrity in public office. This combination of progressive ideals with a focus on tribal rights and economic development creates a distinctive and intriguing political persona.