The invention relates to a reduced graphene oxide coated platinum/stannic oxide nano-particle cluster gas sensor and a preparation method thereof. The structure of a composite is like a core-shell composited structure, wherein the platinum atoms are evenly distributed on the surface of stannic oxide to form a core of a nano-particle cluster, and the surface of the whole core is coated with reducedgraphene oxide as a shell. Aiming at the problems of low sensitivity, high working temperature, high production cost and complicated preparation process in the prior art, the invention provides the reduced graphene oxide coated platinum/stannic oxide nano-particle cluster gas sensor and the preparation method thereof. The prepared methyl alcohol sensor can detect at high sensitivity and at the temperature of 110 DEG C, can respond fast, and is high in stability at the same time; in addition, the preparation method is simple and controllable, the production cost is low, the preparation methodis easy to product on the large scale, and the application prospect is quite excellent.