This document summarizes some of the mathematical influences and references found in Lewis Carroll's Alice's Adventures in Wonderland. It discusses how concepts from symbolic algebra, logic, Euclidean geometry, and projective geometry are represented through the characters and scenarios in the story. Negative numbers and their controversial history are also reflected in Alice's discussions. The Caterpillar's advice to Alice to "keep your temper" references keeping proportions consistent, as in Euclidean geometry.