Matrix properties
number of rows	27,770
number of columns	27,770
nonzeros	352,807
# strongly connected comp.	20,086
explicit zero entries	0
nonzero pattern symmetry	0%
numeric value symmetry	0%
type	binary
structure	unsymmetric
Cholesky candidate?	no
positive definite?	no

author	KDD Cup 2003
editor	V. Batagelj
date	2003
kind	directed graph
2D/3D problem?	no

Additional fields	size and type
year	full 27770-by-1
date	full 27770-by-1
nodename	full 27770-by-7

Notes:

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Pajek network converted to sparse adjacency matrix for inclusion in UF sparse 
matrix collection, Tim Davis.  For Pajek datasets, See V. Batagelj & A. Mrvar,
http://vlado.fmf.uni-lj.si/pub/networks/data/.                                
------------------------------------------------------------------------------
 High Energy Particle Physics (HEP) literature with May 12, 2003 Update       
 ----------------------------------------------------------------------       
 Citation data from KDD Cup 2003, a knowledge discovery and data mining       
 competition held in conjunction with the Ninth Annual ACM SIGKDD Conference. 
   http://www.cs.cornell.edu/projects/kddcup/index.html                       
 The Stanford Linear Accelerator Center SPIRES-HEP database has been          
 comprehensively cataloguing the High Energy Particle Physics (HEP) literature
 online since 1974, and indexes more than 500,000 high-energy physics related 
 articles including their full citation tree.                                 
 The network contains a citation graph of the hep-th portion of the arXiv.    
 The units names are the arXiv IDs of papers; the relation is  X cites Y .    
 Note that revised papers may have updated citations. As such, citations may  
 refer to future papers, i.e. a paper may cite another paper that was publishe
 after the first paper.                                                       
                                                                              
 transformed in Pajek format: V. Batagelj, 26. July 2003                      
                                                                              
 year:                                                                        
 The SLAC/SPIRES dates for all hep-th papers are given. Some older papers were
 uploaded years after their intial publication and the arXiv submission date  
 from the abstracts may not correspond to the publication date. An alternative
 date has been provided from SLAC/SPIRES that may be a better estimate        
 for the initial publication of these old papers.                             
 The vector contains the year in SLAC date of each paper.                     
                                                                              
 date:                                                                        
 SLAC date of paper was transformed to the number of days since August 1, 1991

SVD-based statistics:
norm(A)	85.1607
min(svd(A))	6.73444e-66
cond(A)	1.26456e+67
rank(A)	21,616
null space dimension	6,154
full numerical rank?	no
singular value gap	3.66194e+08

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

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.