Matrix: SNAP/p2p-Gnutella30

Description: Gnutella peer to peer network from August 30 2002

SNAP/p2p-Gnutella30 graph SNAP/p2p-Gnutella30 graph
(bipartite graph drawing) (graph drawing of A+A')


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  • download as a MATLAB mat-file, file size: 230 KB. Use UFget(2315) or UFget('SNAP/p2p-Gnutella30') in MATLAB.
  • download in Matrix Market format, file size: 303 KB.
  • download in Rutherford/Boeing format, file size: 276 KB.

    Matrix properties
    number of rows36,682
    number of columns36,682
    # strongly connected comp.28,193
    explicit zero entries0
    nonzero pattern symmetry 0%
    numeric value symmetry 0%
    Cholesky candidate?no
    positive definite?no

    authorM. Ripeanu and I. Foster and A. Iamnitchi
    editorJ. Leskovec
    kinddirected graph
    2D/3D problem?no


    Networks from SNAP (Stanford Network Analysis Platform) Network Data Sets,    
    Jure Leskovec                        
    email jure at                                                 
    Gnutella peer-to-peer network, August 30 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   36682                                                                 
    Edges   88328                                                                 
    Nodes in largest WCC    36646 (0.999)                                         
    Edges in largest WCC    88303 (1.000)                                         
    Nodes in largest SCC    8490 (0.231)                                          
    Edges in largest SCC    31706 (0.359)                                         
    Average clustering coefficient  0.0114                                        
    Number of triangles     1590                                                  
    Fraction of closed triangles    0.005164                                      
    Diameter (longest shortest path)    10                                        
    90-percentile effective diameter    6.6                                       
    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-Gnutella30.txt.gz   Directed Gnutella P2P network from August 30 2002     

    SVD-based statistics:
    null space dimension26,977
    full numerical rank?no
    singular value gap1.6755e+12

    singular values (MAT file):click here
    SVD method used:s = svd (full (A))

    SNAP/p2p-Gnutella30 svd

    For a description of the statistics displayed above, click here.

    Maintained by Tim Davis, last updated 12-Mar-2014.
    Matrix pictures by cspy, a MATLAB function in the CSparse package.
    Matrix graphs by Yifan Hu, AT&T Labs Visualization Group.