Abstract Focusing on current clustering hot issues, the article presented a new clustering algorithm based on data field in complex networks. It calculates nodes' importance combining with a mutual-information method, and divides network cluster structures according to node's potential. Experiments show that the algorithm has certain advantages upon the a...