Gnutella peer to peer network from August 25 2002
Name p2p-Gnutella25
Group SNAP
Matrix ID 2314
Num Rows 22,687
Num Cols 22,687
Nonzeros 54,705
Pattern Entries 54,705
Kind Directed Graph
Symmetric No
Date 2002
Author M. Ripeanu and I. Foster and A. Iamnitchi
Editor J. Leskovec
Structural Rank
Structural Rank Full
Num Dmperm Blocks
Strongly Connect Components 17,535
Num Explicit Zeros 0
Pattern Symmetry 0%
Numeric Symmetry 0%
Cholesky Candidate no
Positive Definite no
Type binary
SVD Statistics
Matrix Norm 8.542706e+00
Minimum Singular Value 0
Condition Number Inf
Rank 6,208
Null Space Dimension 16,479
Full Numerical Rank? no
Download Singular Values MATLAB
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Networks from SNAP (Stanford Network Analysis Platform) Network Data Sets,    
Jure Leskovec                        
email jure at                                                 
Gnutella peer-to-peer network, August 25 2002                                 
Dataset information                                                           
A sequence of snapshots of the Gnutella peer-to-peer file sharing network from
August 2002. There are total of 9 snapshots of Gnutella network collected in  
August 2002. Nodes represent hosts in the Gnutella network topology and edges 
represent connections between the Gnutella hosts.                             
Dataset statistics                                                            
Nodes   22687                                                                 
Edges   54705                                                                 
Nodes in largest WCC    22663 (0.999)                                         
Edges in largest WCC    54693 (1.000)                                         
Nodes in largest SCC    5153 (0.227)                                          
Edges in largest SCC    17695 (0.323)                                         
Average clustering coefficient  0.0090                                        
Number of triangles     806                                                   
Fraction of closed triangles    0.004536                                      
Diameter (longest shortest path)    11                                        
90-percentile effective diameter    6.3                                       
Source (citation)                                                             
J. Leskovec, J. Kleinberg and C. Faloutsos. Graph Evolution: Densification and
Shrinking Diameters. ACM Transactions on Knowledge Discovery from Data (ACM   
TKDD), 1(1), 2007.                                                            
M. Ripeanu and I. Foster and A. Iamnitchi. Mapping the Gnutella Network:      
Properties of Large-Scale Peer-to-Peer Systems and Implications for System    
Design. IEEE Internet Computing Journal, 2002.                                
File    Description                                                           
p2p-Gnutella25.txt.gz   Directed Gnutella P2P network from August 25 2002