Abstract A cycle is the simplest structure that brings redundant paths in network connectivity and feedback effects dynamics. An in-depth understanding of which cycles are important what role they play on dynamics, however, still lacking. In this paper, we define number matrix, a matrix enclosing information about network, ratio, an index quantifies node importance. Experiments real networks su...