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Table 7 Number of communities detected before and after noise removal

From: Who is really in my social circle?

Network

Label

Louvain

Greedy optimization

Infomap

Leading

Standard

 

propagation

modularity

of modularity

 

eigenvector

deviation

APS

17K/24K

5K/14K

7K/14K

73K/21K

5K/14K

26K/4K

PubMed

34K/49K

9K/20K

10K/21K

203K/35K

9K/19K

76K/12K

DBLP

60K/130K

30K/80K

37K/53K

352K/130K

28K/47K

126K/36K

Dartmouth

22/45

11/26

10/23

29/52

12/26

7.5/11.8

USC

9/141

10/130

8/130

42/146

13/127

12.9/7.4

Enron

3K/659

2K/559

2K/573

3K/767

1K/522

683/88