About Burke County: Burke County is situated in eastern Georgia and is home to roughly 22,000 residents. In therms of education, 81% of the population holds a high school diploma, and 18% have attained a bachelor’s degree or higher. The county has a modest median household income of $37,000, which is indicative of its rural and close-knit community.