http://vlado.fmf.uni-lj.si/pub/networks/data/
SNAP(Stanford Large Network Dataset Collection)实验数据集
主要包含以下数据集
Social networks
Name |
Type |
Nodes |
Edges |
Description |
---|
ego-Facebook |
Undirected |
4,039 |
88,234 |
Social circles from Facebook (anonymized) |
ego-Gplus |
Directed |
107,614 |
13,673,453 |
Social circles from Google+ |
ego-Twitter |
Directed |
81,306 |
1,768,149 |
Social circles from Twitter |
soc-Epinions1 |
Directed |
75,879 |
508,837 |
Who-trusts-whom network of Epinions.com |
soc-LiveJournal1 |
Directed |
4,847,571 |
68,993,773 |
LiveJournal online social network |
soc-Pokec |
Directed |
1,632,803 |
30,622,564 |
Pokec online social network |
soc-Slashdot0811 |
Directed |
77,360 |
905,468 |
Slashdot social network from November 2008 |
soc-Slashdot0922 |
Directed |
82,168 |
948,464 |
Slashdot social network from February 2009 |
wiki-Vote |
Directed |
7,115 |
103,689 |
Wikipedia who-votes-on-whom network |
Networks with ground-truth communities
Name |
Type |
Nodes |
Edges |
Communities |
Description |
---|
com-LiveJournal |
Undirected, Communities |
3,997,962 |
34,681,189 |
287,512 |
LiveJournal online social network |
com-Friendster |
Undirected, Communities |
65,608,366 |
1,806,067,135 |
957,154 |
Friendster online social network |
com-Orkut |
Undirected, Communities |
3,072,441 |
117,185,083 |
6,288,363 |
Orkut online social network |
com-Youtube |
Undirected, Communities |
1,134,890 |
2,987,624 |
8,385 |
Youtube online social network |
com-DBLP |
Undirected, Communities |
317,080 |
1,049,866 |
13,477 |
DBLP collaboration network |
com-Amazon |
Undirected, Communities |
334,863 |
925,872 |
151,037 |
Amazon product network |
Communication networks
Name |
Type |
Nodes |
Edges |
Description |
---|
email-EuAll |
Directed |
265,214 |
420,045 |
Email network from a EU research institution |
email-Enron |
Undirected |
36,692 |
367,662 |
Email communication network from Enron |
wiki-Talk |
Directed |
2,394,385 |
5,021,410 |
Wikipedia talk (communication) network |
Citation networks
Name |
Type |
Nodes |
Edges |
Description |
---|
cit-HepPh |
Directed, Temporal, Labeled |
34,546 |
421,578 |
Arxiv High Energy Physics paper citation network |
cit-HepTh |
Directed, Temporal, Labeled |
27,770 |
352,807 |
Arxiv High Energy Physics paper citation network |
cit-Patents |
Directed, Temporal, Labeled |
3,774,768 |
16,518,948 |
Citation network among US Patents |
Collaboration networks
Name |
Type |
Nodes |
Edges |
Description |
---|
ca-AstroPh |
Undirected |
18,772 |
396,160 |
Collaboration network of Arxiv Astro Physics |
ca-CondMat |
Undirected |
23,133 |
186,936 |
Collaboration network of Arxiv Condensed Matter |
ca-GrQc |
Undirected |
5,242 |
28,980 |
Collaboration network of Arxiv General Relativity |
ca-HepPh |
Undirected |
12,008 |
237,010 |
Collaboration network of Arxiv High Energy Physics |
ca-HepTh |
Undirected |
9,877 |
51,971 |
Collaboration network of Arxiv High Energy Physics Theory |
Web graphs
Name |
Type |
Nodes |
Edges |
Description |
---|
web-BerkStan |
Directed |
685,230 |
7,600,595 |
Web graph of Berkeley and Stanford |
web-Google |
Directed |
875,713 |
5,105,039 |
Web graph from Google |
web-NotreDame |
Directed |
325,729 |
1,497,134 |
Web graph of Notre Dame |
web-Stanford |
Directed |
281,903 |
2,312,497 |
Web graph of Stanford.edu |
Product co-purchasing networks
Name |
Type |
Nodes |
Edges |
Description |
---|
amazon0302 |
Directed |
262,111 |
1,234,877 |
Amazon product co-purchasing network from March 2 2003 |
amazon0312 |
Directed |
400,727 |
3,200,440 |
Amazon product co-purchasing network from March 12 2003 |
amazon0505 |
Directed |
410,236 |
3,356,824 |
Amazon product co-purchasing network from May 5 2003 |
amazon0601 |
Directed |
403,394 |
3,387,388 |
Amazon product co-purchasing network from June 1 2003 |
amazon-meta |
Metadata |
548,552 |
1,788,725 |
Amazon product metadata: product info and all reviews on around 548,552 products. |
Internet peer-to-peer networks
Name |
Type |
Nodes |
Edges |
Description |
---|
p2p-Gnutella04 |
Directed |
10,876 |
39,994 |
Gnutella peer to peer network from August 4 2002 |
p2p-Gnutella05 |
Directed |
8,846 |
31,839 |
Gnutella peer to peer network from August 5 2002 |
p2p-Gnutella06 |
Directed |
8,717 |
31,525 |
Gnutella peer to peer network from August 6 2002 |
p2p-Gnutella08 |
Directed |
6,301 |
20,777 |
Gnutella peer to peer network from August 8 2002 |
p2p-Gnutella09 |
Directed |
8,114 |
26,013 |
Gnutella peer to peer network from August 9 2002 |
p2p-Gnutella24 |
Directed |
26,518 |
65,369 |
Gnutella peer to peer network from August 24 2002 |
p2p-Gnutella25 |
Directed |
22,687 |
54,705 |
Gnutella peer to peer network from August 25 2002 |
p2p-Gnutella30 |
Directed |
36,682 |
88,328 |
Gnutella peer to peer network from August 30 2002 |
p2p-Gnutella31 |
Directed |
62,586 |
147,892 |
Gnutella peer to peer network from August 31 2002 |
Road networks
Name |
Type |
Nodes |
Edges |
Description |
---|
roadNet-CA |
Undirected |
1,965,206 |
5,533,214 |
Road network of California |
roadNet-PA |
Undirected |
1,088,092 |
3,083,796 |
Road network of Pennsylvania |
roadNet-TX |
Undirected |
1,379,917 |
3,843,320 |
Road network of Texas |
Autonomous systems graphs
Name |
Type |
Nodes |
Edges |
Description |
---|
as-733
(733 graphs) |
Undirected |
103-6,474 |
243-13,233 |
733 daily instances(graphs) from November 8 1997 to January 2 2000 |
as-Skitter |
Undirected |
1,696,415 |
11,095,298 |
Internet topology graph, from traceroutes run daily in 2005 |
as-Caida
(122 graphs) |
Directed |
8,020-26,475 |
36,406-106,762 |
The CAIDA AS Relationships Datasets, from January 2004 to November 2007 |
Oregon-1
(9 graphs) |
Undirected |
10,670-11,174 |
22,002-23,409 |
AS peering information inferred from Oregon route-views between March 31 and May 26 2001 |
Oregon-2
(9 graphs) |
Undirected |
10,900-11,461 |
31,180-32,730 |
AS peering information inferred from Oregon route-views between March 31 and May 26 2001 |
Signed networks
Name |
Type |
Nodes |
Edges |
Description |
---|
soc-sign-epinions |
Directed |
131,828 |
841,372 |
Epinions signed social network |
wiki-Elec |
Directed, Bipartite |
~7,000 |
~100,000 |
Wikipedia adminship election data |
soc-sign-Slashdot081106 |
Directed |
77,357 |
516,575 |
Slashdot Zoo signed social network from November 6 2008 |
soc-sign-Slashdot090216 |
Directed |
81,871 |
545,671 |
Slashdot Zoo signed social network from February 16 2009 |
soc-sign-Slashdot090221 |
Directed |
82,144 |
549,202 |
Slashdot Zoo signed social network from February 21 2009 |
Location-based online social networks
Name |
Type |
Nodes |
Edges |
Description |
---|
loc-Gowalla |
Undirected, Geo-Location |
196,591 |
950,327 |
Gowalla location based online social network |
loc-Brightkite |
Unirected, Geo-Location |
58,228 |
214,078 |
Brightkite location based online social network |
Name |
Type |
Nodes |
Edges |
Description |
---|
wiki-Vote |
Directed |
7,115 |
103,689 |
Wikipedia who-votes-on-whom network |
wiki-Talk |
Directed |
2,394,385 |
5,021,410 |
Wikipedia talk (communication) network |
wiki-Elec |
Bipartite |
~7,000 |
~100,000 |
Wikipedia adminship election data |
wiki-meta |
Edits |
2.3M users,
3.5M pages |
250M edits |
Complete Wikipedia edit history (who edited what page) |
Memetracker and Twitter
Name |
Type |
Nodes |
Edges |
Description |
---|
twitter7 |
Tweets |
17,069,982 users |
476,553,560 tweets |
A collection of 476 million tweets collected between June-Dec 2009 |
memetracker9 |
Memes |
96 million |
418 million links |
Memetracker phrases and hyperlinks between 96 million blog posts from Aug 2008 to Apr 2009 |
ksc-time-series |
Time
Series |
2,000 |
418 million links |
Time series of volume of 1,000 most popular Memetracker phrases and 1,000 most popular Twitter hashtags |
Online Communities
Name |
Type |
Number of items |
Description |
---|
Reddit |
Reddit submissions |
132,308 submissions |
Resubmitted content on reddit.com |
flickr |
Images |
2,316,948 related images |
Images sharing common metadata on Flickr |
Online Reviews
Name |
Type |
Number of items |
Description |
---|
BeerAdvocate |
Beer reviews |
1,586,259 beer reviews |
Beer reviews from BeerAdvocate |
RateBeer |
Beer reviews |
2,924,127 beer reviews |
Beer reviews from RateBeer |
CellarTracker |
Wine reviews |
2,025,995 wine reviews |
Wine reviews from CellarTracker |
Amazon reviews |
Amazon reviews (all categories) |
34,686,770 product reviews |
Reviews from Amazon |
Fine Foods |
Food reviews |
568,454 food reviews |
Food reviews from Amazon |
Movies |
Movie reviews |
7,911,684 movie reviews |
Movie reviews from Amazon |
Network types
- Directed : directed network
- Undirected : undirected network
- Bipartite : bipartite network
- Multigraph : network has multiple edges between a pair of nodes
- Temporal : for each node/edge we know the time when it appeared in the network
- Labeled : network contains labels (weights, attributes) on nodes and/or edges
Network statistics
Dataset statistics |
---|
Nodes |
Number of nodes in the network |
Edges |
Number of edges in the network |
Nodes in largest WCC |
Number of nodes in the largest weakly connected component |
Edges in largest WCC |
Number of edges in the largest weakly connected component |
Nodes in largest SCC |
Number of nodes in the largest strongly connected component |
Edges in largest SCC |
Number of edges in the largest strongly connected component |
Average clustering coefficient |
Average clustering coefficient |
Number of triangles |
Number of triples of connected nodes (considering the network as undirected) |
Fraction of closed triangles |
Number of connected triples of nodes / number of (undirected) length 2 paths |
Diameter (longest shortest path) |
Maximum undirected shortest path length (sampled over 1,000 random nodes) |
90-percentile effective diameter |
90-th percentile of undirected shortest path length distribution (sampled over 1,000 random nodes) |
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标签:Directed,network,公开,复杂,网络,reviews,peer,Undirected,networks
来源: https://blog.csdn.net/severe777777/article/details/90261180