Table 6 The network structure characteristics of the realistic network and the stochastic network.

From: Reconstructing complex network for characterizing the time-varying causality evolution behavior of multivariate time series

 

Realistic network

Random walk series network 1

Random walk series network 2

Random walk series network 3

White noise series network 1

White noise series network 2

White noise series network 3

The number of nodes

230

99

104

91

96

114

99

The number of edges

1021

329

343

300

262

369

316

Density

0.019

0.034

0.032

0.037

0.032

0.029

0.033

Modularity class

0.293

0.091

0.031

0.03

0.057

0.06

0.122

The average clustering coefficient

0.286

0.346

0.417

0.432

0.321

0.369

0.334

The average path length

4.01

2.88

2.743

2.624

2.872

2.942

3.053