This presentation explores whether geographical location in the US significantly impacts medical insurance charges. Using a dataset of 1,338 individuals, the study employs ANOVA testing to identify regional variances and utilizes 3D interactive visualizations to examine the intersection of Age, BMI, and total charges. The analysis concludes by weighing the impact of geography against individual health markers.