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Notice: It is also only my reasoningIf we walk on the From/To/Cc/Bcc links graph, we may find some unknown communities.

We can record who is connected to whom on a given social relation via an adjacency matrix. The adjacency matrix is a square, 1-mode from-by-to matrix like this:

 

A

B

C

D

E

F

G

A

 

1

0

1

0

0

1

B

1

 

1

0

1

0

0

C

1

1

 

1

1

0

0

D

1

1

1

 

0

0

0

E

0

0

0

1

 

1

0

F

0

0

0

0

1

 

0

G

1

1

0

0

0

0