An ingenious characterization of reaction network using sub-network reconstruction

•An ingenious reaction network characterization method is proposed.•A novel sub-network reconstruction method is applied to elucidate co-cracking mechanisms.•Graph visualization of sub-network helps understand reaction mechanisms.•The whole process can be applied to other reaction networks with proper kinetics.