Bouvet Island is about 2,479 times smaller than Mississippi.

Mississippi is approximately 121,489 sq km, while Bouvet Island is approximately 49 sq km, making Bouvet Island 0.04% the size of Mississippi.
Tip: This to-scale comparison of Mississippi vs. Bouvet Island uses the Mercator projection, which distorts the size of regions near the poles.