Table 8 Re-creation of empirical networks from Table 7.

From: Priority Attachment: a Comprehensive Mechanism for Generating Networks

Network

p D

p B

p C

|V|

|E|

d

ρ

L

r

\({{\boldsymbol{\rho }}}_{{{\boldsymbol{C}}}_{{\boldsymbol{D}}}}^{{\bf{2}}}\)

Network/Closest function

american bisons

0.23

0.27

0.67

26

313

4

0.46

1.57

0.59

0.31

original network

3

0.44

1.59

0.42

0.19

random distance

bighorn sheep

0.33

0.68

0.17

28

250

5

0.32

1.90

0.12

0.16

original network

4

0.34

1.86

0.31

0.31

page rank distance

C. elegans

0.35

0.35

0.00

279

2993

7

0.04

2.88

0.47

0.21

original network

7

0.04

2.83

0.04

0.13

closeness distance

mouse visual cortex

0.95

0.95

0.00

29

44

2

0.05

1.08

0.00

0.11

original network

4

0.06

1.76

0.12

0.18

page rank distance

enzyme 108

0.05

0.54

0.24

38

164

15

0.22

5.85

1.00

0.10

original network

14

0.26

5.39

0.58

0.06

euclidean distance

cage5

0.77

0.89

0.00

72

940

6

0.18

2.22

0.56

0.31

original network

7

0.18

2.10

0.23

0.40

degree distance

political books

0.31

0.73

0.00

105

441

8

0.04

2.92

0.00

0.08

original network

7

0.04

3.00

0.14

0.12

euclidean distance

primary school

0.81

0.00

0.00

242

8317

4

0.29

1.77

0.00

0.14

original network

4

0.30

2.03

0.30

0.22

euclidean distance

vickers 7th graders

0.78

0.78

0.37

29

376

3

0.45

1.60

0.67

0.32

original network

3

0.48

1.59

0.42

0.32

closeness distance

freeman researchers

0.83

0.09

0.96

32

460

3

0.45

1.56

0.79

0.55

original network

3

0.45

1.58

0.51

0.52

betweenness distance

terrorists

0.68

0.82

0.00

62

304

5

0.16

2.95

1.00

0.28

original network

8

0.14

2.84

0.07

0.28

degree distance

karate club

0.86

0.06

0.00

34

78

3

0.13

1.27

0.00

0.19

original network

4

0.14

1.68

0.04

0.19

closeness distance

illinois high school

0.53

0.61

0.06

70

336

12

0.07

3.97

0.50

0.09

original network

11

0.08

3.91

0.35

0.06

aggregate distance

marseille high school

0.10

0.02

0.00

126

1710

6

0.11

2.03

0.00

0.11

original network

6

0.11

2.40

0.10

0.31

linear regression distance

CAG

0.89

0.09

0.00

72

940

6

0.18

2.22

0.56

0.31

original network

7

0.11

2.55

0.12

0.23

betweenness distance

power network

0.75

0.91

0.09

39

46

11

0.06

4.39

0.00

0.04

original network

13

0.08

4.77

0.00

0.03

random distance

football

0.98

0.32

0.00

35

118

3

0.10

1.30

0.00

0.19

original network

4

0.11

1.88

0.13

0.31

degree distance

st. marks ecosystem

0.89

0.09

0.00

54

353

7

0.12

2.87

0.02

0.34

original network

7

0.11

2.55

0.12

0.23

betweenness distance

  1. Instances where the null hypothesis (samples drawn from single distribution) cannot be rejected are marked with bold font, as well as scalar network descriptors such as diameter d or density ρ that are regenerated within ±10% margin of the original value. Table 4 contains metrics used. The considered distance functions are in Table 3.