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Table 3 Overview of the composition of the largest component for the user-hashtag network projected onto the user layer

From: Maximum entropy networks for large scale social network node analysis

  

Non-filtered network

Filtered network

Country

Period

\(N_{C}\) (%)

\(E_{C}\) (%)

\(N_{C,f}\) (%)

\(R_{C,f}\) (%)

\(N_{C}\) (%)

\(E_{C}\) (%)

\(N_{C,f}\) (%)

\(R_{C,f}\) (%)

Armenia

2021–2002

90.83

99.74

100.00

28.44

14.17

98.72

54.84

100.00

China

2020–2005

98.56

100.00

99.65

92.86

0.21

37.90

0.23

100.00

Cuba

2020–2010

97.28

100.00

99.80

1.33

11.94

99.32

87.60

9.52

Egypt

2020–2004

98.30

100.00

99.62

2.38

15.55

99.52

91.57

13.83

Honduras

2020–2004

94.90

99.99

99.86

19.92

20.50

98.09

84.09

77.66

Indonesia

2020–2002

98.00

100.00

99.69

2.30

0.77

77.49

32.51

95.89

Iran

2020–2010

42.78

87.64

77.67

100.00

N/A

N/A

N/A

N/A

Iran

2021–2002

93.60

99.97

99.50

1.55

6.00

83.24

67.66

16.44

Qatar

2020–2010

99.14

99.99

95.83

0.47

1.60

74.49

75.00

22.50

Russia

2020–2005

90.77

99.95

99.01

9.50

10.89

96.80

65.79

52.64

Russia

2020–2010

40.48

68.10

80.00

23.53

N/A

N/A

N/A

N/A

Russia GRU

2021–2002

88.53

99.87

95.56

5.80

1.67

84.00

24.44

78.57

Russia IRA

2021–2002

90.04

99.71

86.36

1.12

1.12

26.09

18.18

19.05

Serbia

2020–2002

97.27

100.00

99.87

18.42

25.61

99.49

94.60

66.25

Thailand

2020–2010

92.53

99.91

93.84

31.60

10.03

95.37

31.16

96.81

Turkey

2020–2005

98.62

100.00

99.47

4.23

31.39

99.91

84.70

11.31

  1. \(N_{C}\) denotes the percentage of all nodes that are present in the largest component. \(E_{C}\) denotes the percentage of all edges that are present in the largest component. \(N_{C,f}\) denotes the percentage of flagged users in the largest component with respect to the total number of flagged users. \(R_{C,f}\) denotes the percentage of flagged users with respect to the total number of users in the largest component. A value “N/A” indicates that no significant interactions were found after filtering