SNAP/CollegeMsg
SNAP network: messages on a Facebook-like platform at UC Irvine
Name |
CollegeMsg |
Group |
SNAP |
Matrix ID |
2777 |
Num Rows
|
1,899 |
Num Cols
|
1,899 |
Nonzeros
|
20,296 |
Pattern Entries
|
20,296 |
Kind
|
Directed Temporal Multigraph |
Symmetric
|
No |
Date
|
2009 |
Author
|
P. Panzarasa, T. Opsahl, K. M. Carley |
Editor
|
J. Leskovec |
Structural Rank |
|
Structural Rank Full |
|
Num Dmperm Blocks
|
|
Strongly Connect Components
|
601 |
Num Explicit Zeros
|
0 |
Pattern Symmetry
|
63.6% |
Numeric Symmetry
|
26.3% |
Cholesky Candidate
|
no |
Positive Definite
|
no |
Type
|
integer |
Download |
MATLAB
Rutherford Boeing
Matrix Market
|
Notes |
SNAP (Stanford Network Analysis Platform) Large Network Dataset Collection,
Jure Leskovec and Anrej Krevl, http://snap.stanford.edu/data, June 2014.
email: jure at cs.stanford.edu
SNAP/CollegeMsg temporal network
https://snap.stanford.edu/data/CollegeMsg.html
Dataset information
This dataset is comprised of private messages sent on an online social
network at the University of California, Irvine. Users could search the
network for others and then initiate conversation based on profile
information. An edge (u, v, t) means that user u sent a private message to
user v at time t. The dataset here is derived from the one hosted by Tore
Opsahl (https://toreopsahl.com/datasets/#online_social_network), but we
have parsed it so that it can be loaded directly into SNAP as a temporal
network.
Dataset statistics
Nodes 1899
Temporal Edges 59835
Edges in static graph 20296
Time span 193 days
Source (citation)
Pietro Panzarasa, Tore Opsahl, and Kathleen M. Carley. "Patterns and
dynamics of users' behavior and interaction: Network analysis of an online
community." Journal of the American Society for Information Science and
Technology 60.5 (2009): 911-932.
Files
File Description
CollegeMsg.txt.gz college messaging temporal network
Data format
SRC DST UNIXTS
where edges are separated by a new line and
SRC: id of the source node (a user)
TGT: id of the target node (a user)
UNIXTS: Unix timestamp (seconds since the epoch)
---------------------------------------------------------------------------
Notes on inclusion into the SuiteSparse Matrix Collection, July 2018:
---------------------------------------------------------------------------
The SNAP data set is 1-based, with nodes numbered 1 to 1,899.
In the SuiteSparse Matrix Collection, the primary graph (Problem.A in the
MATLAB struct) is the static graph (a sparse integer matrix). A(i,j) is
the number of edges (i,j,t) that appear in the graph, for any timestamp t.
The individual edges (u,v,t) are kept in the Problem.aux.temporal_edges
array, where each row of the array is an edge (i,j,t).
|