• UF Sparse Matrix Collection
  • Matrix group: Kamvar
  • Click here for a description of the Kamvar group.
  • Click here for a list of all matrices
  • Click here for a list of all matrix groups


  • Matrix: Kamvar/Stanford_Berkeley
  • Description: Sep Kamvar. Stanford-Berkeley web. aij=1 is link from page j to page i
  • download as a MATLAB mat-file, file size: 5 MB. Use UFget(980) or UFget('Kamvar/Stanford_Berkeley') in MATLAB.
  • download in Matrix Market format
  • download in Rutherford/Boeing format

    Kamvar/Stanford_Berkeley

    scc of Kamvar/Stanford_Berkeley

    Kamvar/Stanford_Berkeley graph

    Matrix properties
    number of rows683,446
    number of columns683,446
    nonzeros7,583,376
    structural full rank?no
    structural rank424,014
    # of blocks from dmperm72,298
    # strongly connected comp.109,238
    explicit zero entries0
    nonzero pattern symmetry 25%
    numeric value symmetry 25%
    typebinary
    structureunsymmetric
    Cholesky candidate?no
    positive definite?no

    authorS. Kamvar
    editorT. Davis
    date2003
    kinddirected graph
    2D/3D problem?no

    Additional fieldssize and type
    rootsfull 466-by-1
    rootnamefull 466-by-39

    Ordering statistics:AMD METIS
    nnz(chol(P*(A+A'+s*I)*P'))29,131,603 21,705,442
    Cholesky flop count3.0e+10 1.2e+10
    nnz(L+U), no partial pivoting57,579,760 42,727,438
    nnz(V) for QR, upper bound nnz(L) for LU3.596796e+09 -
    nnz(R) for QR, upper bound nnz(U) for LU7.818075e+09 -

    Maintained by Tim Davis, last updated 04-May-2008.
    Matrix pictures by cspy, a MATLAB function in the CSparse package.
    Matrix graphs by Yifan Hu, AT&T Labs Visualization Group.