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Spectral norm

The spectral norm of a network equals the spectral norm (i.e., the largest absolute eigenvalue) of the network's adjacency matrix \begin{align} | \lambda_1[\mathbf A] | &= \left\| \mathbf A \right\|_2. \end{align} The spectral norm can be understood as an alternative measure of the size of a network.

Read more: Spectral norm on Wikipedia



Scatter plot of Spectral norm statistic

CodeName Category F. W. M.\(n\) \(m\) \(| \lambda_1[\mathbf A] |\)
SC South African CompaniesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
17
13
2.82933 × 100
Sw Southern women 2Interaction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
15
14
2.85859 × 100
ET EuroroadInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
1,174
1,417
4.01044 × 100
RD PennsylvaniaInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,088,092
1,541,898
4.41954 × 100
RO CaliforniaInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,965,206
2,766,607
4.63836 × 100
R1 TexasInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,379,917
1,921,660
4.90612 × 100
CR ChicagoInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,467
1,298
4.91099 × 100
HT Highland tribesHumanSocial HumanSocial 1Undirected: Edges are undirected 4Signed: Positive and negative edges
0
16
58
5.04645 × 100
CU Contiguous USAInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
49
107
5.31855 × 100
MC CrimeInteraction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
2,209
1,476
5.58685 × 100
MP PDZBaseMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
212
244
5.84066 × 100
BC Corporate LeadershipAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
64
99
6.18250 × 100
BM Club membershipAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
65
95
6.46551 × 100
ZA Zachary karate clubHumanSocial HumanSocial 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
34
78
6.72570 × 100
TF Twitter (MPI)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
52,579,682
1,963,263,821
TW Twitter (WWW)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
41,652,230
1,468,365,182
SW Southern women 1Interaction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
50
89
6.74191 × 100
DO DolphinsAnimal Animal 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
62
159
7.19361 × 100
UG US power gridInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
4,941
6,594
7.48305 × 100
MT Taro exchangeHumanSocial HumanSocial 2Directed: Edges are directed 1Unweighted: Simple edges
0
22
78
7.50179 × 100
Mp ProteinMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,870
2,277
7.56190 × 100
UL Unicode languagesFeature Feature 3Bipartite: Edges connect two types of nodes 3Positive weights: Positively weighted edges
Zero weights:  Edges may have a weight of zero
Entity metadata:  Nodes are annotated with metadata
2
1,122
1,255
7.93429 × 100
Ar American RevolutionAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
277
160
7.94968 × 100
Ms SampsonHumanSocial HumanSocial 2Directed: Edges are directed 4Signed: Positive and negative edges
Zero weights:  Edges may have a weight of zero
1
18
189
1.07623 × 101
TC Air traffic controlInfrastructure Infrastructure 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,226
2,615
1.14548 × 101
AC arXiv cond-matAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
55,467
58,595
1.16849 × 101
MZ ZebraAnimal Animal 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
27
111
1.22853 × 101
MI PhysiciansHumanSocial HumanSocial 2Directed: Edges are directed 1Unweighted: Simple edges
0
241
1,098
1.28991 × 101
AN David CopperfieldLexical Lexical 1Undirected: Edges are undirected 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
Missing orientation:  The dataset was originally directed, but edge directions were discarded and this version is undirected
2
112
425
1.31502 × 101
GN GnutellaComputer Computer 2Directed: Edges are directed 1Unweighted: Simple edges
0
62,586
147,892
1.31812 × 101
WR WritersAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
224,925
144,340
1.66087 × 101
MV Human protein (Vidal)Metabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
3,133
6,726
1.66144 × 101
CH ChessInteraction Interaction 2Directed: Edges are directed 5Multiple signed: Multiple, signed edges are possible
Zero weights:  Edges may have a weight of zero
Timestamps:  Edges are annotated with a timestamps
2
7,301
65,053
1.88564 × 101
Mt Train bombingHumanContact HumanContact 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
64
243
1.94863 × 101
PW Prosper.comInteraction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
25,697
35,377
1.97213 × 101
MH HighschoolHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
70
366
2.06981 × 101
A@ U. Rovira i VirgiliCommunication Communication 1Undirected: Edges are undirected 1Unweighted: Simple edges
Missing orientation:  The dataset was originally directed, but edge directions were discarded and this version is undirected
1
1,133
5,451
2.07470 × 101
PR ProducersAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
236,510
207,268
2.27438 × 101
CA Amazon (MDS)Misc Misc 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
334,863
925,872
2.39756 × 101
ST MoviesFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
233,283
281,396
2.47409 × 101
TL Twitter listsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
23,370
33,101
2.52098 × 101
EF Facebook (NIPS)Social Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,888
2,981
2.78031 × 101
Mh HensAnimal Animal 2Directed: Edges are directed 1Unweighted: Simple edges
0
32
496
3.10000 × 101
MF Human protein (Figeys)Metabolic Metabolic 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,239
6,452
3.15812 × 101
Pa DBLPAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
6,851,776
8,649,016
3.15840 × 101
CC Cora citationCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
23,166
91,500
3.22245 × 101
MS Human protein (Stelzl)Metabolic Metabolic 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,706
6,207
3.50124 × 101
EL Wikipedia electionsOnlineContact OnlineContact 2Directed: Edges are directed 4Signed: Positive and negative edges
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
3
7,118
103,675
3.51750 × 101
JZ Jazz musiciansHumanSocial HumanSocial 1Undirected: Edges are undirected 1Unweighted: Simple edges
Incomplete:   not all edges or nodes from the original dataset are included
1
198
2,742
4.00274 × 101
Ff FilmtipsetSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
39,199
87,415
4.03796 × 101
DG DiggCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
30,398
87,627
4.04000 × 101
DB DoubanSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
154,908
327,162
4.19682 × 101
AM Actor moviesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
639,286
1,470,404
4.22519 × 101
PG Pretty Good PrivacyOnlineContact OnlineContact 1Undirected: Edges are undirected 1Unweighted: Simple edges
Incomplete:   not all edges or nodes from the original dataset are included
1
10,680
24,316
4.24355 × 101
Pi DBLPCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
12,591
49,743
4.29998 × 101
ML Little Rock LakeTrophic Trophic 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
183
2,494
4.33868 × 101
MA CattleAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
28
217
4.50445 × 101
Shf Hamsterster friendshipsSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,858
12,534
4.61623 × 101
AS Route viewsComputer Computer 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
Missing orientation:  The dataset was originally directed, but edge directions were discarded and this version is undirected
2
6,474
13,895
4.74766 × 101
Sh Hamsterster fullSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,426
16,631
5.00215 × 101
PS Prosper.comAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
14,177
21,017
5.15691 × 101
SZ Slashdot ZooSocial Social 2Directed: Edges are directed 4Signed: Positive and negative edges
0
79,120
515,397
5.21833 × 101
FO FOLDOCHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
13,356
125,207
5.45925 × 101
M1 MovieLens 100kRating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
Timestamps:  Edges are annotated with a timestamps
1
3,568
100,000
5.78015 × 101
CS CiteSeerCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
384,413
1,751,463
5.86534 × 101
Am Amazon (TWEB)Misc Misc 2Directed: Edges are directed 1Unweighted: Simple edges
0
403,394
3,387,388
5.89578 × 101
ME Adolescent healthHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
2,539
12,969
5.91679 × 101
MX Seventh gradersHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Entity metadata:  Nodes are annotated with metadata
1
29
376
5.96258 × 101
Mc SheepAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Entity metadata:  Nodes are annotated with metadata
1
28
250
5.98919 × 101
GP Google+Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
23,628
39,242
6.35954 × 101
Ml Les MisérablesMisc Misc 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
77
254
6.50263 × 101
W2 WikiSignedOnlineContact OnlineContact 2Directed: Edges are directed 4Signed: Positive and negative edges
Loops:  An edge may connect a node with itself
1
138,592
740,397
6.78129 × 101
IN CAIDAComputer Computer 1Undirected: Edges are undirected 1Unweighted: Simple edges
Missing orientation:  The dataset was originally directed, but edge directions were discarded and this version is undirected
1
26,475
53,381
6.96434 × 101
WO WordNetLexical Lexical 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
146,005
656,999
6.99344 × 101
TM TeamsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
1,836,793
1,366,466
7.13124 × 101
SX Sexual escortsRating Rating 3Bipartite: Edges connect two types of nodes 7Multiple ratings: Multiple weighted edges are allowed
Timestamps:  Edges are annotated with a timestamps
1
26,836
50,632
7.14733 × 101
AD AdvogatoSocial Social 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Loops:  An edge may connect a node with itself
Entity metadata:  Nodes are annotated with metadata
2
6,541
51,127
7.55579 × 101
PHc arXiv hep-phCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
34,546
421,578
7.66411 × 101
Ws Twitter (ICWSM)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
465,017
834,797
8.15997 × 101
MQ MacaquesAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
62
1,187
8.58363 × 101
Mti MovieLens t-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
40,657
95,580
8.64401 × 101
RL Record labelsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
355,095
233,286
8.70748 × 101
EP EpinionsSocial Social 2Directed: Edges are directed 4Signed: Positive and negative edges
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
131,828
841,372
8.72001 × 101
MB BisonAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
26
314
8.84386 × 101
YG YouTubeAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
218,563
293,360
9.03775 × 101
Mg BlogsHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
Entity metadata:  Nodes are annotated with metadata
2
1,224
19,025
9.07402 × 101
SD SlashdotCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
51,083
140,778
9.15029 × 101
AP arXiv astro-phCoauthorship Coauthorship 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
18,771
198,050
9.44296 × 101
Mv Dutch collegeHumanSocial HumanSocial 2Directed: Edges are directed 5Multiple signed: Multiple, signed edges are possible
Zero weights:  Edges may have a weight of zero
Timestamps:  Edges are annotated with a timestamps
2
32
3,062
9.96060 × 101
SO Stack OverflowRating Rating 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
1,187,072
1,301,942
9.99772 × 101
BK BrightkiteSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
58,228
214,078
1.01491 × 102
MO Residence hallHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
217
2,672
1.07958 × 102
LO LocationFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
397,589
293,697
1.11155 × 102
THc arXiv hep-thCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
27,770
352,807
1.11322 × 102
PC US patentsCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Acyclic:  No directed cycles are present
1
3,774,768
16,518,947
1.13040 × 102
CD DBLP co-authorshipCoauthorship Coauthorship 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
317,080
1,049,866
1.15847 × 102
GO GoogleHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
875,713
5,105,039
1.16964 × 102
GH GithubAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
233,905
440,237
1.20273 × 102
MR RhesusAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
16
111
1.22605 × 102
OF OpenFlightsInfrastructure Infrastructure 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,939
30,501
1.24591 × 102
MK KangarooAnimal Animal 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
17
91
1.24790 × 102
MW WindsurfersHumanContact HumanContact 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
43
336
1.25530 × 102
Ol Facebook (WOSN)Social Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
63,731
817,035
1.32568 × 102
OC OccupationAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
356,884
250,945
1.38395 × 102
WC Wikipedia (en)Feature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
3,889,933
3,795,796
1.47912 × 102
BX BookCrossing (implicit)Rating Rating 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
551,079
1,149,739
1.47958 × 102
EU EU institutionCommunication Communication 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
Incomplete:   not all edges or nodes from the original dataset are included
2
265,214
420,045
1.52046 × 102
Bx BookCrossing (ratings)Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
341,559
433,652
1.52914 × 102
PM Caenorhabditis elegansMetabolic Metabolic 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
1
453
4,596
1.62930 × 102
GW GowallaSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
196,591
950,327
1.70939 × 102
LX LinuxSoftware Software 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
30,837
213,954
1.71851 × 102
GE DBpedia genreFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
525,651
463,497
1.71978 × 102
M2 MovieLens 1MRating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
Timestamps:  Edges are annotated with a timestamps
1
15,786
1,000,209
1.77579 × 102
GC Google.com internalHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
Entity metadata:  Nodes are annotated with metadata
2
15,763
171,206
1.78018 × 102
EA Edinburgh Associative ThesaurusLexical Lexical 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
1
23,132
511,764
1.89271 × 102
Us Wikipedia, simple en (dynamic)Hyperlink Hyperlink 2Directed: Edges are directed 8Dynamic: Edges can appear and disappear
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
100,312
1,627,472
1.99284 × 102
RC ReactomeMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
6,327
147,547
2.08170 × 102
If InfectiousHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
410
17,298
2.10048 × 102
CY Youtube friendshipSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,134,890
2,987,624
2.10395 × 102
ER EpinionsRating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
Timestamps:  Edges are annotated with a timestamps
1
996,744
13,668,320
2.45159 × 102
ES EpinionsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
75,879
508,837
2.45999 × 102
PL PokecSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
1,632,803
30,622,564
2.47819 × 102
LM LivemochaSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
104,103
2,193,083
2.75173 × 102
MN BibleLexical Lexical 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
1,773
16,401
2.91251 × 102
Mui MovieLens u-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
15,619
95,580
3.07003 × 102
ND Notre DameHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
325,729
1,497,134
3.14060 × 102
CN CountriesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
1,182,526
637,134
3.35937 × 102
PL Prosper loansInteraction Interaction 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
89,269
3,394,979
3.47590 × 102
WT TREC WT10gHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
1,601,787
8,063,026
3.49929 × 102
DBT TV TropesFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
216,508
3,232,134
3.52306 × 102
OF OpenFlightsInfrastructure Infrastructure 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
1
3,425
67,663
3.53415 × 102
Fc FilmtipsetInteraction Interaction 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
104,890
1,266,753
3.58889 × 102
UF UC Irvine forumInteraction Interaction 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
2,320
33,720
3.70755 × 102
UC UC Irvine messagesCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
1,899
59,835
3.84619 × 102
LY Youtube linksSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
Incomplete:   not all edges or nodes from the original dataset are included
1
1,138,499
4,942,297
3.92305 × 102
TO Internet topologyComputer Computer 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Missing orientation:  The dataset was originally directed, but edge directions were discarded and this version is undirected
2
34,761
171,403
4.25817 × 102
Bti BibSonomy t-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Entity metadata:  Nodes are annotated with metadata
2
1,176,793
2,555,080
4.30870 × 102
Cti CiteULike t-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
1,038,323
2,411,819
4.36053 × 102
SF StanfordHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
281,903
2,312,497
4.49572 × 102
HUr Hudong relatedHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
2,452,715
18,854,882
4.62636 × 102
YT YouTubeSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
3,223,589
9,375,374
4.64866 × 102
Ud Wikipedia, nl (dynamic)Hyperlink Hyperlink 2Directed: Edges are directed 8Dynamic: Edges can appear and disappear
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
1,039,252
20,070,561
4.79901 × 102
BAi Baidu internalHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
1
2,141,300
17,794,839
4.85196 × 102
WK Wikipedia, EnglishCommunication Communication 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,394,385
5,021,410
4.93096 × 102
M3 MovieLens 10MRating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
Timestamps:  Edges are annotated with a timestamps
1
150,433
10,000,054
4.96970 × 102
DF Digg friendsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
279,630
1,731,653
5.18890 × 102
Lj LiveJournal linksSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
5,204,176
49,174,464
5.40675 × 102
HUi Hudong internalHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,984,484
14,869,484
5.58805 × 102
Ug Wikipedia, de (dynamic)Hyperlink Hyperlink 2Directed: Edges are directed 8Dynamic: Edges can appear and disappear
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
2,166,669
86,337,879
5.79773 × 102
FG FlickrAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
895,589
8,545,307
5.87208 × 102
DV Digg votesRating Rating 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
282,371
3,018,197
6.04628 × 102
FI FlickrMisc Misc 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
105,938
2,316,948
6.15564 × 102
Mut MovieLens u-tFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
24,546
95,580
6.40915 × 102
SK SkitterComputer Computer 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,696,415
11,095,298
6.70349 × 102
Uf Wikipedia, fr (dynamic)Hyperlink Hyperlink 2Directed: Edges are directed 8Dynamic: Edges can appear and disappear
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
2,212,682
59,008,831
6.77907 × 102
Up Wikipedia, pl (dynamic)Hyperlink Hyperlink 2Directed: Edges are directed 8Dynamic: Edges can appear and disappear
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
1,033,050
25,026,208
6.80257 × 102
Ui Wikipedia, it (dynamic)Hyperlink Hyperlink 2Directed: Edges are directed 8Dynamic: Edges can appear and disappear
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
1,204,009
34,826,283
6.96272 × 102
BS Berkeley/StanfordHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
685,230
7,600,595
6.97551 × 102
DB DBpediaMisc Misc 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
3,966,924
13,820,853
7.31842 × 102
Sd DogsterSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
426,820
8,546,581
7.42714 × 102
AR Amazon ratingsRating Rating 3Bipartite: Edges connect two types of nodes 7Multiple ratings: Multiple weighted edges are allowed
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
5,523,029
5,838,041
7.45697 × 102
LJ LiveJournalSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
4,847,571
68,475,391
7.60849 × 102
OR OrkutSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
3,072,441
117,184,899
7.82151 × 102
WP Wikipedia, EnglishHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
1,870,709
39,953,145
8.48572 × 102
Dj JUNG dependencySoftware Software 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
6,120
138,706
9.13941 × 102
BAr Baidu relatedHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
1
415,641
3,284,387
1.00837 × 103
Vui vi.sualize.us u-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
529,646
2,298,816
1.01277 × 103
DJ JDK dependencySoftware Software 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
6,434
150,985
1.06214 × 103
Pc DBLPCoauthorship Coauthorship 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
1,314,050
18,986,618
1.07869 × 103
Wa TwitterOnlineContact OnlineContact 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
2,919,613
12,887,063
1.11449 × 103
Sc CatsterSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
149,700
5,449,275
1.18157 × 103
Scd Catster/DogsterSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
623,766
15,699,276
1.19093 × 103
TH arXiv hep-thCoauthorship Coauthorship 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
22,908
2,673,133
1.22532 × 103
HA HaggleHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
274
28,244
1.23103 × 103
LF Flickr linksSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,715,255
15,551,250
1.24026 × 103
HY Hypertext 2009HumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
113
20,818
1.29172 × 103
Cui CiteULike u-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
777,199
2,411,819
1.44825 × 103
NX NetflixRating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
Timestamps:  Edges are annotated with a timestamps
1
978,148
100,480,507
1.54505 × 103
Vti vi.sualize.us t-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
659,472
2,298,816
1.54834 × 103
DNc DNC emailsCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
2,029
39,264
1.56651 × 103
Wru Wikipedia links, ruHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
2,853,118
82,056,101
1.64710 × 103
Wde Wikipedia links, deHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
3,225,565
81,626,917
1.66352 × 103
Wpl Wikipedia links, plHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,529,135
57,489,447
1.67932 × 103
Wja Wikipedia links, jaHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,610,638
71,055,717
1.70841 × 103
Wui Twitter u-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
9,618,743
12,656,613
1.71376 × 103
Ow FacebookCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
46,952
876,993
1.71763 × 103
Wit Wikipedia links, itHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,865,965
91,555,008
1.73418 × 103
Bui BibSonomy u-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Entity metadata:  Nodes are annotated with metadata
2
779,035
2,555,080
1.76775 × 103
mde Wiktionary (de)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
157,806
1,229,501
1.79735 × 103
LK Linux kernel mailing list threadsInteraction Interaction 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
421,599
1,565,683
1.89558 × 103
LG LiveJournalAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
13,891,479
112,307,385
1.91207 × 103
PH arXiv hep-phCoauthorship Coauthorship 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
28,093
4,596,803
1.92146 × 103
Wpt Wikipedia links, ptHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,603,222
49,021,409
2.08703 × 103
FL FlickrSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
2,302,925
33,140,017
2.14447 × 103
Wfr Wikipedia links, frHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
3,023,165
102,382,410
2.15978 × 103
Wut Twitter u-tFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
880,846
4,664,605
2.21648 × 103
bfr Wikibooks (fr)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
33,881
201,727
2.34248 × 103
OG OrkutAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
14,297,249
327,037,487
3.03736 × 103
WU WebUni MagdeburgText Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
212,552
3,869,707
3.18160 × 103
CL Actor collaborationsMisc Misc 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
382,219
33,115,812
3.27861 × 103
ben Wikibooks (en)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
200,108
1,164,576
3.35117 × 103
DN DNC emails co-recipientsOnlineContact OnlineContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
2,029
136,602
3.52212 × 103
qen Wikiquote (en)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
137,970
549,210
3.58015 × 103
RA Manufacturing emailsCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
167
82,927
3.58116 × 103
DL Wikipedia, EnglishHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
18,268,992
172,183,984
3.59975 × 103
Dui Delicious uiFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Entity metadata:  Nodes are annotated with metadata
Incomplete:   not all edges or nodes from the original dataset are included
3
35,444,383
301,186,579
3.69459 × 103
WT Web trackersHyperlink Hyperlink 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
68,087,704
140,613,762
3.79086 × 103
mfr Wiktionary (fr)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
1,917,281
7,399,298
3.82799 × 103
WD Wikipedia Threads (de)Communication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
1
91,340
2,435,731
4.59030 × 103
Tzh Wikipedia talk, ChineseCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
1,219,241
2,284,546
4.65272 × 103
CO Wikipedia conflictOnlineContact OnlineContact 1Undirected: Edges are undirected 5Multiple signed: Multiple, signed edges are possible
Zero weights:  Edges may have a weight of zero
Timestamps:  Edges are annotated with a timestamps
2
118,100
2,917,785
4.81078 × 103
Wen Wikipedia links, enHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
12,150,976
378,142,420
5.06927 × 103
RE ReutersText Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
1,846,441
96,903,520
6.50210 × 103
Tpt Wikipedia talk, PortugueseCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
541,355
2,424,962
6.90626 × 103
Tar Wikipedia talk, ArabicCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
1,095,799
1,913,103
7.06188 × 103
Tes Wikipedia talk, SpanishCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
497,446
2,702,879
7.53802 × 103
Fr FilmtipsetRating Rating 3Bipartite: Edges connect two types of nodes 7Multiple ratings: Multiple weighted edges are allowed
Timestamps:  Edges are annotated with a timestamps
1
225,153
19,554,219
7.65324 × 103
EN EnronCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
87,273
1,148,072
7.80815 × 103
Tit Wikipedia talk, ItalianCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
863,846
3,067,680
9.31844 × 103
Lk Linux kernel mailing list repliesCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
63,399
1,096,440
1.10037 × 104
FR FriendsterSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
Incomplete:   not all edges or nodes from the original dataset are included
1
68,349,466
2,586,147,869
FX FlixsterSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,523,386
7,918,801
1.48325 × 102
HY HyvesSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,402,673
2,777,419
1.79347 × 102
FD Florida ecosystem dryTrophic Trophic 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
128
2,137
4.35201 × 102
YD Yahoo advertisersLexical Lexical 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
653,260
2,931,708
4.74580 × 102
FW Florida ecosystem wetTrophic Trophic 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
128
2,106
5.93416 × 102
R2 Reuters-21578Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
81,791
1,464,182
6.85707 × 102
LI Libimseti.czSocial Social 2Directed: Edges are directed 6Ratings: Edges are ratings
0
220,970
17,359,346
1.12741 × 103
J2 Jester 150Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
101,524
1,728,847
1.86319 × 103
J1 Jester 100Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
146,942
4,136,360
3.00763 × 103
EX Wikipedia (en)Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
279,519
7,846,807
4.78882 × 103
Ls Last.fm songInteraction Interaction 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
1,086,604
19,150,868
7.51629 × 103
Dl DiscogsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
3,780,417
14,414,659
1.10731 × 104
it Wikipedia (it)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
2,531,261
26,241,217
1.18256 × 104
Cut CiteULike u-tFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
198,707
2,411,819
1.24181 × 104
de Wikipedia (de)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
4,046,832
57,323,775
1.29454 × 104
Tru Wikipedia talk, RussianCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
457,017
2,282,055
1.69053 × 104
nfr Wikinews (fr)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
27,954
193,618
1.81375 × 104
Vut vi.sualize.us u-tFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
116,279
2,298,816
1.89915 × 104
men Wiktionary (en)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
2,163,240
8,998,641
2.13944 × 104
Tde Wikipedia talk, GermanCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
519,403
6,729,794
2.27424 × 104
Wti Twitter t-iFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Incomplete:   not all edges or nodes from the original dataset are included
2
1,773,193
2,635,885
2.38533 × 104
es Wikipedia (es)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
3,623,742
27,011,506
2.41717 × 104
Ds Discogs label–styleFeature Feature 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
487,911
5,255,950
2.74608 × 104
Lb Last.fm bandInteraction Interaction 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
176,061
19,150,868
2.78113 × 104
Dti Delicious tiFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Entity metadata:  Nodes are annotated with metadata
Incomplete:   not all edges or nodes from the original dataset are included
3
42,801,712
301,183,605
2.93146 × 104
nen Wikinews (en)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
184,536
901,416
3.01617 × 104
Tnl Wikipedia talk, DutchCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
225,749
1,554,699
3.84348 × 104
fr Wikipedia (fr)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
4,598,826
46,168,355
4.21606 × 104
TR TREC (disks 4–5)Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
2,285,379
151,632,178
4.41170 × 104
Dut Delicious utFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Entity metadata:  Nodes are annotated with metadata
Incomplete:   not all edges or nodes from the original dataset are included
3
6,178,261
301,186,579
5.57535 × 104
RM Reality MiningHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
96
1,086,404
6.18019 × 104
But BibSonomy u-tFolksonomy Folksonomy 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
Entity metadata:  Nodes are annotated with metadata
2
216,261
2,555,080
6.23914 × 104
Dr Discogs label–genreFeature Feature 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
541,557
4,147,665
7.37824 × 104
Dt Discogs artist–styleFeature Feature 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
3,236,269
24,085,580
8.92741 × 104
Ten Wikipedia talk, EnglishCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
2,987,535
24,981,163
9.08162 × 104
Tfr Wikipedia talk, FrenchCommunication Communication 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
Loops:  An edge may connect a node with itself
Timestamps:  Edges are annotated with a timestamps
2
1,420,367
4,641,928
1.10219 × 105
YS Yahoo songsRating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
Timestamps:  Edges are annotated with a timestamps
1
2,626,941
256,804,235
1.30625 × 105
Da Discogs artist–genreFeature Feature 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Entity metadata:  Nodes are annotated with metadata
1
3,509,661
19,033,891
2.21106 × 105
en Wikipedia (en)Authorship Authorship 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
29,143,573
266,769,613
3.08364 × 105
AF US airportsInfrastructure Infrastructure 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
1,574
28,236
2.38376 × 107