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Let be a nonabelian group of order , where is an odd prime number. In this paper, we give the formula to calculate the number of Cayley graphs over up to isomorphism by using the Pólya Enumeration Theorem. Moreover, we get the formula to calculate the number of connected Cayley graphs over by deleting the disconnected graphs. By applying the results, we list the exact number of (connected) Cayley graphs for .

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