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KONECT > Statistics > Average degree

Average degree

The average degree is defined as \begin{align} d &= \frac 1 {|V|} \sum_{u\in V} d(u) = \frac {2m} n . \end{align} The average degree is sometimes called the density. We avoid the term in KONECT as it is sometimes used for the fill, which denotes the probability that an edge exists. In bipartite networks, we additionally define the left and right average degree \begin{align} d_1 &= \frac 1 {|V_1|} \sum_{u \in V_1} d(u) = \frac m {n_1} \\ d_2 &= \frac 1 {|V_2|} \sum_{u \in V_2} d(u) = \frac m {n_2} \end{align} Note that in directed network, the average outdegree equals the average indegree, and both are equal to \(m/n\).



Scatter plot of Average degree (overall) statisticScatter plot of Average degree (left) statisticScatter plot of Average degree (right) statistic

CodeName Category F. W. M.\(n\) \(m\) \(d\) \(d_1\) \(d_1\)
CR ChicagoInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,467
1,298
1.76960 × 100
EF Facebook (NIPS)Social Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,888
2,981
2.06440 × 100
WR WritersAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
224,925
144,340
2.12940 × 100
1.61534 × 100
3.12336 × 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
2.13913 × 100
1.78046 × 100
2.67877 × 100
CN CountriesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
1,182,526
637,134
2.15098 × 100
1.07968 × 100
2.76774 × 102
OC OccupationAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
356,884
250,945
2.18873 × 100
1.96701 × 100
2.46677 × 100
PR ProducersAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
236,510
207,268
2.20877 × 100
4.24442 × 100
1.49281 × 100
Ar American RevolutionAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
277
160
2.26950 × 100
1.17647 × 100
3.20000 × 101
MP PDZBaseMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
212
244
2.30189 × 100
SC South African CompaniesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
17
13
2.36364 × 100
2.16667 × 100
2.60000 × 100
ET EuroroadInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
1,174
1,417
2.41397 × 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
2.43529 × 100
RL Record labelsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
355,095
233,286
2.49827 × 100
1.38583 × 100
1.26641 × 101
LO LocationFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
397,589
293,697
2.60487 × 100
1.70664 × 100
5.49922 × 100
UG US power gridInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
4,941
6,594
2.66910 × 100
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
2.70031 × 100
5.17575 × 101
1.38632 × 100
R1 TexasInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,379,917
1,921,660
2.78518 × 100
Sw Southern women 2Interaction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
15
14
2.80000 × 100
2.80000 × 100
2.80000 × 100
RO CaliforniaInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,965,206
2,766,607
2.81559 × 100
TL Twitter listsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
23,370
33,101
2.83278 × 100
RD PennsylvaniaInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,088,092
1,541,898
2.83413 × 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
2.89171 × 100
4.94094 × 100
2.04397 × 100
TM TeamsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
1,836,793
1,366,466
2.92096 × 100
1.51633 × 100
3.96525 × 101
PW Prosper.comInteraction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
25,697
35,377
2.95239 × 100
2.04255 × 101
1.59119 × 100
AC arXiv cond-matAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
55,467
58,595
3.02496 × 100
3.50323 × 100
2.66159 × 100
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
3.16759 × 100
Pa DBLPAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
6,851,776
8,649,016
3.18801 × 100
6.06602 × 100
2.16217 × 100
Bx BookCrossing (ratings)Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
341,559
433,652
3.28827 × 100
5.57379 × 100
2.33203 × 100
GP Google+Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
23,628
39,242
3.32165 × 100
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
3.45756 × 100
2.72036 × 100
4.74285 × 100
GE DBpedia genreFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
525,651
463,497
3.47557 × 100
1.79002 × 100
5.95525 × 101
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
3.49170 × 100
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
3.50841 × 100
9.74154 × 100
2.13947 × 100
ST MoviesFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
233,283
281,396
3.58047 × 100
3.69776 × 100
3.47038 × 100
Ws Twitter (ICWSM)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
465,017
834,797
3.59039 × 100
WC Wikipedia (en)Feature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
3,889,933
3,795,796
3.72787 × 100
2.04791 × 100
2.07481 × 101
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
3.74749 × 100
HY HyvesSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,402,673
2,777,419
3.96018 × 100
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
4.03256 × 100
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
4.05668 × 100
2.38803 × 100
1.34665 × 101
WK Wikipedia, EnglishCommunication Communication 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,394,385
5,021,410
4.19432 × 100
DB DoubanSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
154,908
327,162
4.22395 × 100
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
4.26591 × 100
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
4.29255 × 100
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
4.29365 × 100
CU Contiguous USAInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
49
107
4.36735 × 100
Ff FilmtipsetSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
39,199
87,415
4.46006 × 100
BC Corporate LeadershipAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
64
99
4.50000 × 100
4.95000 × 100
4.12500 × 100
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
4.55356 × 100
ZA Zachary karate clubHumanSocial HumanSocial 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
34
78
4.58824 × 100
YG YouTubeAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
218,563
293,360
4.71924 × 100
3.11297 × 100
9.75039 × 100
GN GnutellaComputer Computer 2Directed: Edges are directed 1Unweighted: Simple edges
0
62,586
147,892
4.72604 × 100
BM Club membershipAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
65
95
4.75000 × 100
3.80000 × 100
6.33333 × 100
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
4.96360 × 100
7.78919 × 100
3.64233 × 100
DO DolphinsAnimal Animal 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
62
159
5.12903 × 100
BX BookCrossing (implicit)Rating Rating 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
551,079
1,149,739
5.15808 × 100
1.09210 × 101
3.37639 × 100
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
5.25672 × 100
1.24837 × 101
3.32932 × 100
CY Youtube friendshipSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,134,890
2,987,624
5.26505 × 100
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
5.45016 × 100
1.57350 × 101
3.29587 × 100
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
5.51174 × 100
CA Amazon (MDS)Misc Misc 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
334,863
925,872
5.52986 × 100
PS Prosper.comAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
14,177
21,017
5.53443 × 100
3.19310 × 100
2.07473 × 101
SW Southern women 1Interaction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
50
89
5.56250 × 100
4.94444 × 100
6.35714 × 100
AM Actor moviesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
639,286
1,470,404
5.74980 × 100
1.15034 × 101
3.83277 × 100
MF Human protein (Figeys)Metabolic Metabolic 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,239
6,452
5.76329 × 100
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
5.76531 × 100
YT YouTubeSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
3,223,589
9,375,374
5.81673 × 100
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
6.05284 × 100
5.01009 × 100
7.64372 × 100
FX FlixsterSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,523,386
7,918,801
6.27633 × 100
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
6.39329 × 100
1.06177 × 102
3.29587 × 100
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
6.53624 × 100
Ml Les MisérablesMisc Misc 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
77
254
6.59740 × 100
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
6.60875 × 100
4.40987 × 102
3.32932 × 100
CD DBLP co-authorshipCoauthorship Coauthorship 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
317,080
1,049,866
6.62209 × 100
WT Web trackersHyperlink Hyperlink 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
68,087,704
140,613,762
6.95729 × 100
5.08260 × 100
1.10231 × 101
DB DBpediaMisc Misc 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
3,966,924
13,820,853
6.96805 × 100
MT Taro exchangeHumanSocial HumanSocial 2Directed: Edges are directed 1Unweighted: Simple edges
0
22
78
7.09091 × 100
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
7.10238 × 100
HT Highland tribesHumanSocial HumanSocial 1Undirected: Edges are undirected 4Signed: Positive and negative edges
0
16
58
7.25000 × 100
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
7.27667 × 100
BK BrightkiteSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
58,228
214,078
7.35309 × 100
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
7.58929 × 100
Mt Train bombingHumanContact HumanContact 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
64
243
7.59375 × 100
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
7.73878 × 100
1.47485 × 103
3.87957 × 100
CC Cora citationCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
23,166
91,500
7.89951 × 100
Pi DBLPCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
12,591
49,743
7.90136 × 100
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
7.92242 × 100
5.78291 × 100
1.25747 × 101
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
7.96214 × 100
2.80224 × 101
4.64030 × 100
MZ ZebraAnimal Animal 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
27
111
8.22222 × 100
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
8.25012 × 100
3.72383 × 101
4.63894 × 100
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
8.43402 × 100
3.06619 × 102
4.27582 × 100
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
8.68213 × 100
PC US patentsCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Acyclic:  No directed cycles are present
1
3,774,768
16,518,947
8.75230 × 100
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
8.82793 × 100
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
8.95886 × 100
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
8.97057 × 100
1.34261 × 102
4.64030 × 100
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
8.97562 × 100
WO WordNetLexical Lexical 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
146,005
656,999
8.99968 × 100
MI PhysiciansHumanSocial HumanSocial 2Directed: Edges are directed 1Unweighted: Simple edges
0
241
1,098
9.11203 × 100
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
9.11240 × 100
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
9.19251 × 100
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
9.30808 × 100
2.38414 × 101
5.78291 × 100
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
9.43960 × 100
2.54182 × 101
5.79604 × 100
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
9.62224 × 100
GW GowallaSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
196,591
950,327
9.66806 × 100
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
9.86180 × 100
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
9.98674 × 100
WT TREC WT10gHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
1,601,787
8,063,026
1.00675 × 101
ME Adolescent healthHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
2,539
12,969
1.02158 × 101
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
1.03747 × 101
8.37436 × 101
5.52989 × 100
MH HighschoolHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
70
366
1.04571 × 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
1.06846 × 101
MK KangarooAnimal Animal 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
17
91
1.07059 × 101
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
1.08670 × 101
GO GoogleHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
875,713
5,105,039
1.16592 × 101
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
1.23853 × 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
1.27647 × 101
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
1.30159 × 101
6.99469 × 101
7.17558 × 100
SZ Slashdot ZooSocial Social 2Directed: Edges are directed 4Signed: Positive and negative edges
0
79,120
515,397
1.30282 × 101
SK SkitterComputer Computer 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,696,415
11,095,298
1.30809 × 101
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
1.32211 × 101
2.66223 × 101
8.79421 × 100
ES EpinionsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
75,879
508,837
1.34118 × 101
Shf Hamsterster friendshipsSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,858
12,534
1.34919 × 101
Sh Hamsterster fullSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,426
16,631
1.37106 × 101
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
1.37737 × 101
MR RhesusAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
16
111
1.38750 × 101
LX LinuxSoftware Software 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
30,837
213,954
1.38764 × 101
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
1.39033 × 101
3.57418 × 101
8.63020 × 100
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
1.42325 × 101
8.21431 × 100
5.32356 × 101
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
1.45874 × 101
1.37513 × 102
7.70220 × 100
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
1.49857 × 101
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
1.53747 × 101
MA CattleAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
28
217
1.55000 × 101
MW WindsurfersHumanContact HumanContact 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
43
336
1.56279 × 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
1.56328 × 101
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
1.57318 × 101
6.67521 × 101
8.91662 × 100
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
1.58040 × 101
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
1.61796 × 101
2.11109 × 102
8.41214 × 100
SF StanfordHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
281,903
2,312,497
1.64063 × 101
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
1.64284 × 101
8.05486 × 101
9.14697 × 100
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
1.64651 × 101
2.38414 × 101
1.25747 × 101
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
1.66206 × 101
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
1.67236 × 101
Am Amazon (TWEB)Misc Misc 2Directed: Edges are directed 1Unweighted: Simple edges
0
403,394
3,387,388
1.67944 × 101
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
1.74039 × 101
3.61533 × 102
8.91659 × 100
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
1.78203 × 101
Mc SheepAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Entity metadata:  Nodes are annotated with metadata
1
28
250
1.78571 × 101
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
1.81329 × 101
MN BibleLexical Lexical 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
1,773
16,401
1.85008 × 101
FO FOLDOCHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
13,356
125,207
1.87492 × 101
DL Wikipedia, EnglishHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
18,268,992
172,183,984
1.88499 × 101
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
1.88981 × 101
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
2.02914 × 101
OF OpenFlightsInfrastructure Infrastructure 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,939
30,501
2.07560 × 101
Ms SampsonHumanSocial HumanSocial 2Directed: Edges are directed 4Signed: Positive and negative edges
Zero weights:  Edges may have a weight of zero
1
18
189
2.10000 × 101
LG LiveJournalAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
13,891,479
112,307,385
2.10111 × 101
3.50829 × 101
1.49962 × 101
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
2.10686 × 101
6.98406 × 101
1.24055 × 101
AP arXiv astro-phCoauthorship Coauthorship 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
18,771
198,050
2.11017 × 101
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
2.14211 × 101
1.60154 × 102
1.14782 × 101
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
2.16930 × 101
1.08466 × 101
1.26893 × 106
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
2.17225 × 101
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
2.19264 × 101
1.90578 × 102
1.16324 × 101
BS Berkeley/StanfordHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
685,230
7,600,595
2.21841 × 101
MB BisonAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
26
314
2.41538 × 101
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
2.42801 × 101
4.40987 × 102
1.24837 × 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
2.44068 × 101
MO Residence hallHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
217
2,672
2.46267 × 101
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
2.54092 × 101
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
2.56401 × 101
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
2.59136 × 101
MX Seventh gradersHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Entity metadata:  Nodes are annotated with metadata
1
29
376
2.59310 × 101
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
2.63099 × 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
2.72568 × 101
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
2.74083 × 101
1.06177 × 102
1.57350 × 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
2.76970 × 101
LJ LiveJournalSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
4,847,571
68,475,391
2.82514 × 101
FL FlickrSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
2,302,925
33,140,017
2.87808 × 101
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
2.88979 × 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
2.91304 × 101
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
2.97660 × 101
1.48865 × 101
6.28866 × 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
3.06343 × 101
1.53180 × 101
2.76511 × 105
Mh HensAnimal Animal 2Directed: Edges are directed 1Unweighted: Simple edges
0
32
496
3.10000 × 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
3.10866 × 101
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
3.11972 × 101
1.13438 × 102
1.80855 × 101
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
3.16619 × 101
1.34613 × 102
1.79409 × 101
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
3.24482 × 101
FW Florida ecosystem wetTrophic Trophic 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
128
2,106
3.29062 × 101
FD Florida ecosystem dryTrophic Trophic 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
128
2,137
3.33906 × 101
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
3.36187 × 101
4.28972 × 101
2.76403 × 101
FG FlickrAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
895,589
8,545,307
3.42079 × 101
2.15802 × 101
8.24590 × 101
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
3.45886 × 101
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
3.52812 × 101
1.93053 × 104
1.76568 × 101
AF US airportsInfrastructure Infrastructure 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
1,574
28,236
3.58780 × 101
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
3.73570 × 101
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
3.75062 × 101
6.23945 × 102
1.93342 × 101
PL PokecSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
1,632,803
30,622,564
3.75092 × 101
MQ MacaquesAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
62
1,187
3.82903 × 101
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
3.86250 × 101
DNc DNC co-recipientCommunication 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
3.87028 × 101
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
3.95112 × 101
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
4.00477 × 101
LM LivemochaSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
104,103
2,193,083
4.21329 × 101
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
4.22238 × 101
2.16499 × 101
8.49478 × 102
DBT TV TropesFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
216,508
3,232,134
4.25021 × 101
5.01767 × 101
3.68637 × 101
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
4.27144 × 101
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
4.30556 × 101
2.15616 × 101
1.37231 × 104
FI FlickrMisc Misc 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
105,938
2,316,948
4.37416 × 101
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
4.42473 × 101
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
4.53288 × 101
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
4.63672 × 101
1.34261 × 102
2.80224 × 101
RC ReactomeMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
6,327
147,547
4.66404 × 101
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
4.69335 × 101
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
4.74595 × 101
3.75083 × 101
6.45977 × 101
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
4.84511 × 101
R2 Reuters-21578Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
81,791
1,464,182
4.86165 × 101
6.79214 × 101
3.78567 × 101
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
4.94121 × 101
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
5.03371 × 101
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
5.06125 × 101
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
5.33333 × 101
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
5.33369 × 101
EX Wikipedia (en)Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
279,519
7,846,807
5.67091 × 101
2.82259 × 103
2.86423 × 101
OG OrkutAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
14,297,249
327,037,487
5.68067 × 101
1.17504 × 102
3.74577 × 101
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
5.75203 × 101
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
5.78505 × 101
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
6.11536 × 101
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
6.22407 × 101
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
6.30174 × 101
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
6.77319 × 101
J2 Jester 150Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
101,524
1,728,847
6.80220 × 101
3.41049 × 101
1.23489 × 104
TW Twitter (WWW)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
41,652,230
1,468,365,182
7.05060 × 101
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
7.28026 × 101
TF Twitter (MPI)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
52,579,682
1,963,263,821
7.46777 × 101
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
7.51921 × 101
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
7.56743 × 101
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
7.60618 × 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
7.61905 × 101
1.06045 × 102
5.94530 × 101
OR OrkutSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
3,072,441
117,184,899
7.62813 × 101
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
7.96964 × 101
If InfectiousHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
410
17,298
8.43805 × 101
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
8.82330 × 101
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
9.81315 × 101
J1 Jester 100Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
146,942
4,136,360
1.12522 × 102
5.63376 × 101
4.13636 × 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
1.12695 × 102
3.61533 × 102
6.67509 × 101
DN DNC emails co-recipientsOnlineContact OnlineContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
2,029
136,602
1.34650 × 102
LI Libimseti.czSocial Social 2Directed: Edges are directed 6Ratings: Edges are ratings
0
220,970
17,359,346
1.57119 × 102
CL Actor collaborationsMisc Misc 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
382,219
33,115,812
1.73282 × 102
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
1.75368 × 102
2.72682 × 102
1.29244 × 102
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
1.81948 × 102
1.24034 × 102
3.41317 × 102
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
1.91375 × 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
2.05255 × 102
1.65598 × 102
2.69889 × 102
HA HaggleHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
274
28,244
2.06161 × 102
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
2.18781 × 102
1.93053 × 104
1.10014 × 102
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
2.33380 × 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
2.48279 × 102
1.43107 × 102
9.36598 × 102
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
2.70327 × 102
2.42964 × 102
3.04635 × 102
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
3.15882 × 102
2.56550 × 102
4.10912 × 102
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
3.27256 × 102
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
3.68460 × 102
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
4.03569 × 102
2.09252 × 102
5.65450 × 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
9.93138 × 102
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
2.26334 × 104