TABLE 6.
VF values for measure with datasets grouping and significant differences in VF.
| Measure | Group | Mean (dev) | F (pval) | Post hoc analysis significant results (pval) |
| Assortativity | COBRE | 5.10 (0.51) | NS | |
| ONRC | 5.50 (0.70) | |||
| IU | 4.29 (0.96) | |||
| Betweenness centrality | COBRE | 23.30 (0.26) | NS | |
| ONRC | 23.31 (0.36) | |||
| IU | 22.09 (0.50) | |||
| Bonacich centrality | COBRE | 118.94 (2.02) | F(2,873) = 36.73 (10–3) | ONRC < COBRE (10–3) |
| ONRC | 107.25 (2.80) | ONRC < IU (10–2) | ||
| IU | 120.75 (2.02) | |||
| Characteristic path length | COBRE | 0.24 (0.003) | F(2,873) = 11.16 (10–5) | COBRE < ONRC (10–3) |
| ONRC | 0.26 (0.005) | COBRE < IU (10–4) | ||
| IU | 0.27 (0.006) | |||
| Closeness centrality | COBRE | 0.38 (0.005) | F(2,1029) = 11.13 (10–5) | COBRE < ONRC (10–2) |
| ONRC | 0.40 (0.007) | COBRE < IU (10–5) | ||
| IU | 0.43 (0.01) | ONRC < IU (10–2) | ||
| Clustering coefficient | COBRE | 0.78 (0.01) | F(2,1029) = 20.00 (10–9) | COBRE < IU (10–8) |
| ONRC | 0.77 (0.01) | ONRC < IU (10–8) | ||
| IU | 0.94 (0.02) | |||
| Communicability betweenness centrality | COBRE | 1.39 (0.02) | NS | |
| ONRC | 1.31 (0.04) | |||
| IU | 1.32 (0.05) | |||
| Community louvain | COBRE | 3.81 (0.07) | F(2,1029) = 7.70 (10–4) | COBRE < ONRC (10–4) |
| ONRC | 4.27 (0.09) | |||
| IU | 4.11 (0.13) | |||
| Core periphery | COBRE | 2.60 (0.053) | F(2,1029) = 4.29 (10–2) | COBRE < ONRC (10–2) |
| ONRC | 2.84 (0.07) | |||
| IU | 2.82 (0.10) | |||
| Degree | COBRE | 0.86 (0.01) | F(2,873) = 9.37 (10–5) | COBRE < IU (10–5) |
| ONRC | 0.86 (0.02) | ONRC < IU (10–4) | ||
| IU | 0.97 (0.02) | |||
| Density | COBRE | 0.20 (0.003) | F(2,873) = 16.40 (10–7) | COBRE < ONRC (10–4) |
| ONRC | 0.22 (0.004) | COBRE < IU (10–7) | ||
| IU | 0.23 (0.005) | |||
| Efficiency global | COBRE | 25.95 (2.076) | NS | |
| ONRC | 26.32 (2.87) | |||
| IU | 20.83 (3.93) | |||
| Efficiency local | COBRE | 7.93 (0.83) | NS | |
| ONRC | 5.93 (1.15) | |||
| IU | 5.93 (1.58) | |||
| Eigenvector centrality | COBRE | 1.45 (0.032) | F(2,873) = 18.22 (10–8) | COBRE < IU (10–9) |
| ONRC | 1.53 (0.044) | ONRC < IU (10–5) | ||
| IU | 1.86 (0.060) | |||
| Shortcuts averagerange | COBRE | 0.84 (0.01) | F(2,873) = 10.51 (10–5) | COBRE < IU (10–5) |
| ONRC | 0.86 (0.02) | ONRC < IU (10–3) | ||
| IU | 0.95 (0.02) | |||
| Flow coefficient | COBRE | 1.89 (0.03) | F(2,873) = 13.70 (10–6) | COBRE < ONRC (10–5) |
| ONRC | 2.08 (0.03) | IU < ONRC (10–6) | ||
| IU | 1.80 (0.05) | |||
| Get components | COBRE | 0.39 (0.05) | F(2,873) = 22.02 (10–10) | COBRE < ONRC (10–7) |
| ONRC | 0.85 (0.07) | COBRE < IU (10–7) | ||
| IU | 0.98 (0.09) | |||
| Topological overlap | COBRE | 0.66 (0.01) | F(2,873) = 11.27 (10–5) | COBRE < IU (10–6) |
| ONRC | 0.68 (0.01) | IU < ONRC (10–4) | ||
| IU | 0.76 (0.02) | |||
| Katz centrality | COBRE | 228.77 (2.49) | NS | |
| ONRC | 223.68 (3.43) | |||
| IU | 230.84 (4.71) | |||
| k-coreness centrality | COBRE | 0.67 (0.01) | NS | |
| ONRC | 0.67 (0.01) | |||
| IU | 0.72 (0.02) | |||
| Matching index | COBRE | 21.40 (1.03) | F(2,873) = 16.22 (10–7) | COBRE > ONRC (10–7) |
| ONRC | 12.12 (1.42) | ONRC < IU (10–5) | ||
| IU | 22.66 (1.95) | |||
| Modularity finetune | COBRE | 4.14 (0.07) | F(2,873) = 3.44 (0.03) | COBRE < ONRC (10–2) |
| ONRC | 4.43 (0.09) | |||
| IU | 4.20 (0.13) | |||
| Modularity louvain | COBRE | 3.33 (0.07) | F(2,873) = 7.50 (10–4) | COBRE < ONRC (10–2) |
| ONRC | 3.62 (0.095) | COBRE < IU (10–3) | ||
| IU | 3.85 (0.13) | |||
| Pagerank centrality | COBRE | 8.06 (0.54) | F(2,873) = 12.67 (10–6) | ONRC < COBRE (10–3) |
| ONRC | 4.89 (0.75) | COBRE < IU (10–2) | ||
| IU | 11.09 (1.03) | ONRC < IU (10–6) | ||
| Strength | COBRE | 1.66 (0.04) | F(2,873) = 6.81 (10–3) | COBRE < IU (10–2) |
| ONRC | 1.50 (0.06) | ONRC < IU (10–4) | ||
| IU | 1.89 (0.086) | |||
| Subgraph centrality | COBRE | 9.46 (0.11) | NS | |
| ONRC | 9.35 (0.15) | |||
| IU | 9.28 (0.20) | |||
| Transitivity | COBRE | 0.16 (0.002) | F(2,873) = 12.78 (10–6) | COBRE < IU (10–6) |
| ONRC | 0.16 (0.002) | ONRC < IU (10–5) | ||
| IU | 0.18 (0.003) |