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Assortativity

The analysis of degrees can be generalized to pairs of nodes: What is the distribution of degrees for pairs of connected edges? In some networks, high-degree nodes are connected to other high-degree nodes, while low-degree nodes are connected to low-degree nodes. This property is called assortativity. Inversely, in a network with dissortativity, high-degree nodes are typically connected to low-degree and vice versa. The amount of assortativity can be measured by the Pearson correlation \(\rho\) between the degree of connected nodes.





CodeName Category F. W. M.\(n\) \(m\) \(\rho\)
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
EF Facebook (NIPS)Social Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,888
2,981
–6.68214 × 10–1
CR ChicagoInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,467
1,298
–5.04917 × 10–1
J2 Jester 150Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
101,524
1,728,847
–4.92637 × 10–1
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
–4.86706 × 10–1
TL Twitter listsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
23,370
33,101
–4.77982 × 10–1
ZA Zachary karate clubHumanSocial HumanSocial 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
34
78
–4.75613 × 10–1
HA HaggleHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
274
28,244
–4.74322 × 10–1
J1 Jester 100Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
146,942
4,136,360
–4.13704 × 10–1
GP Google+Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
23,628
39,242
–3.88516 × 10–1
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
–3.84446 × 10–1
MT Taro exchangeHumanSocial HumanSocial 2Directed: Edges are directed 1Unweighted: Simple edges
0
22
78
–3.75145 × 10–1
MP PDZBaseMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
212
244
–3.56716 × 10–1
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
–3.51885 × 10–1
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
–3.38610 × 10–1
MF Human protein (Figeys)Metabolic Metabolic 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,239
6,452
–3.30527 × 10–1
FX FlixsterSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,523,386
7,918,801
–3.21231 × 10–1
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
–3.06550 × 10–1
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
–3.03551 × 10–1
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
–2.95177 × 10–1
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
–2.84167 × 10–1
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
–2.84127 × 10–1
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
–2.74014 × 10–1
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
–2.66385 × 10–1
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
–2.51443 × 10–1
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
–2.44805 × 10–1
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
–2.43136 × 10–1
Ar American RevolutionAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
277
160
–2.43064 × 10–1
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
–2.39314 × 10–1
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
–2.32705 × 10–1
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
–2.25821 × 10–1
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
–2.23025 × 10–1
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
–2.21845 × 10–1
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
–2.21233 × 10–1
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
–2.15721 × 10–1
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
–2.14867 × 10–1
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
–2.11267 × 10–1
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
–2.05437 × 10–1
PS Prosper.comAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
14,177
21,017
–1.94926 × 10–1
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
–1.94646 × 10–1
MK KangarooAnimal Animal 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
17
91
–1.93351 × 10–1
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
–1.91596 × 10–1
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
–1.86575 × 10–1
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
–1.85572 × 10–1
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
–1.83074 × 10–1
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
–1.81755 × 10–1
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
–1.80548 × 10–1
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
–1.80095 × 10–1
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
–1.79974 × 10–1
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
–1.79694 × 10–1
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
–1.78125 × 10–1
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
–1.77727 × 10–1
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
–1.67768 × 10–1
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
–1.67621 × 10–1
Sw Southern women 2Interaction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
15
14
–1.66667 × 10–1
Ml Les MisérablesMisc Misc 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
77
254
–1.65225 × 10–1
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
–1.64158 × 10–1
Mp ProteinMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
1,870
2,277
–1.61530 × 10–1
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
–1.57788 × 10–1
MX Seventh gradersHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Entity metadata:  Nodes are annotated with metadata
1
29
376
–1.57512 × 10–1
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
–1.52058 × 10–1
R2 Reuters-21578Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
81,791
1,464,182
–1.47873 × 10–1
MW WindsurfersHumanContact HumanContact 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
43
336
–1.46965 × 10–1
LM LivemochaSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
104,103
2,193,083
–1.46773 × 10–1
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
–1.40619 × 10–1
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
–1.36875 × 10–1
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
–1.34532 × 10–1
MA CattleAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
28
217
–1.32868 × 10–1
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
–1.29348 × 10–1
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
–1.26562 × 10–1
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
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
–1.25658 × 10–1
DN DNC emails co-recipientsOnlineContact OnlineContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
2,029
136,602
–1.24892 × 10–1
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
–1.24689 × 10–1
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
–1.22580 × 10–1
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
–1.21510 × 10–1
AM Actor moviesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
639,286
1,470,404
–1.17625 × 10–1
EX Wikipedia (en)Text Text 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
279,519
7,846,807
–1.14424 × 10–1
BM Club membershipAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
65
95
–1.13162 × 10–1
BS Berkeley/StanfordHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
685,230
7,600,595
–1.12728 × 10–1
SF StanfordHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
281,903
2,312,497
–1.12445 × 10–1
FW Florida ecosystem wetTrophic Trophic 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
128
2,106
–1.11663 × 10–1
MR RhesusAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
16
111
–1.09139 × 10–1
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
–1.06507 × 10–1
FD Florida ecosystem dryTrophic Trophic 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
128
2,137
–1.04372 × 10–1
MB BisonAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
26
314
–1.04224 × 10–1
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
–1.00821 × 10–1
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
–9.71016 × 10–2
DBT TV TropesFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
216,508
3,232,134
–9.63673 × 10–2
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
–9.50946 × 10–2
GN GnutellaComputer Computer 2Directed: Edges are directed 1Unweighted: Simple edges
0
62,586
147,892
–9.25578 × 10–2
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
–8.84256 × 10–2
BC Corporate LeadershipAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
64
99
–8.60443 × 10–2
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
–8.53983 × 10–2
Shf Hamsterster friendshipsSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,858
12,534
–8.46591 × 10–2
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
–8.33706 × 10–2
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
–8.30386 × 10–2
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
–8.14633 × 10–2
Ms SampsonHumanSocial HumanSocial 2Directed: Edges are directed 4Signed: Positive and negative edges
Zero weights:  Edges may have a weight of zero
1
18
189
–8.04277 × 10–2
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
–7.90213 × 10–2
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
–7.83261 × 10–2
ST MoviesFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
233,283
281,396
–7.66446 × 10–2
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
–7.49008 × 10–2
SZ Slashdot ZooSocial Social 2Directed: Edges are directed 4Signed: Positive and negative edges
0
79,120
515,397
–7.46044 × 10–2
MQ MacaquesAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
62
1,187
–7.25800 × 10–2
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
–7.04519 × 10–2
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
–6.95714 × 10–2
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
–6.78142 × 10–2
YG YouTubeAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
218,563
293,360
–6.71645 × 10–2
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
–6.50122 × 10–2
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
–6.43573 × 10–2
YT YouTubeSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
3,223,589
9,375,374
–6.31634 × 10–2
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
–6.18264 × 10–2
WK Wikipedia, EnglishCommunication Communication 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,394,385
5,021,410
–6.03920 × 10–2
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
–5.89821 × 10–2
CA Amazon (MDS)Misc Misc 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
334,863
925,872
–5.88196 × 10–2
WT Web trackersHyperlink Hyperlink 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
68,087,704
140,613,762
–5.74859 × 10–2
WT TREC WT10gHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
1,601,787
8,063,026
–5.70036 × 10–2
MI PhysiciansHumanSocial HumanSocial 2Directed: Edges are directed 1Unweighted: Simple edges
0
241
1,098
–5.58291 × 10–2
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
–5.57096 × 10–2
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
–5.54862 × 10–2
CC Cora citationCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
23,166
91,500
–5.53083 × 10–2
GO GoogleHyperlink Hyperlink 2Directed: Edges are directed 1Unweighted: Simple edges
0
875,713
5,105,039
–5.50890 × 10–2
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
–5.50559 × 10–2
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
–5.34407 × 10–2
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
–5.10563 × 10–2
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
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
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
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
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
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
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
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
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
–6.48930 × 10–2
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
–3.68819 × 10–2
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
–3.13733 × 10–2
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
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
–4.20015 × 10–1
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
–3.51518 × 10–1
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
–3.01420 × 10–1
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
–2.34987 × 10–1
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
–1.24769 × 10–1
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
–9.62310 × 10–2
WO WordNetLexical Lexical 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
146,005
656,999
–6.23248 × 10–2
ES EpinionsSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
75,879
508,837
–4.06457 × 10–2
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
–3.99861 × 10–2
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
–3.46753 × 10–2
HT Highland tribesHumanSocial HumanSocial 1Undirected: Edges are undirected 4Signed: Positive and negative edges
0
16
58
4.99048 × 10–2
WC Wikipedia (en)Feature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
3,889,933
3,795,796
9.35305 × 10–2
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
MN BibleLexical Lexical 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
1,773
16,401
–4.88497 × 10–2
Mc SheepAnimal Animal 2Directed: Edges are directed 3Positive weights: Positively weighted edges
Entity metadata:  Nodes are annotated with metadata
1
28
250
–4.00026 × 10–3
Mt Train bombingHumanContact HumanContact 1Undirected: Edges are undirected 3Positive weights: Positively weighted edges
0
64
243
2.94646 × 10–2
PW Prosper.comInteraction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
25,697
35,377
4.47518 × 10–2
Sh Hamsterster fullSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
2,426
16,631
4.74039 × 10–2
MH HighschoolHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
70
366
8.29577 × 10–2
MO Residence hallHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
217
2,672
9.59625 × 10–2
RD PennsylvaniaInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,088,092
1,541,898
1.22749 × 10–1
RO CaliforniaInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,965,206
2,766,607
1.26042 × 10–1
ET EuroroadInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
Entity metadata:  Nodes are annotated with metadata
1
1,174
1,417
1.26684 × 10–1
PL PokecSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
1,632,803
30,622,564
LJ LiveJournalSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
4,847,571
68,475,391
R1 TexasInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,379,917
1,921,660
1.30404 × 10–1
If InfectiousHumanContact HumanContact 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
Timestamps:  Edges are annotated with a timestamps
1
410
17,298
2.25752 × 10–1
RC ReactomeMetabolic Metabolic 1Undirected: Edges are undirected 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
6,327
147,547
2.44874 × 10–1
OR OrkutSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
3,072,441
117,184,899
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
–8.56205 × 10–2
PC US patentsCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Acyclic:  No directed cycles are present
1
3,774,768
16,518,947
1.67679 × 10–1
OG OrkutAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
14,297,249
327,037,487
Ws Twitter (ICWSM)Social Social 2Directed: Edges are directed 1Unweighted: Simple edges
0
465,017
834,797
–8.77715 × 10–1
SW Southern women 1Interaction Interaction 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
50
89
–2.78319 × 10–1
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
–1.87776 × 10–1
AC arXiv cond-matAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
55,467
58,595
–1.29318 × 10–1
AF US airportsInfrastructure Infrastructure 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
1,574
28,236
–1.13295 × 10–1
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
–9.86559 × 10–2
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
–9.29750 × 10–2
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
–4.27143 × 10–2
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
–3.69485 × 10–2
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
–1.05676 × 10–2
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
–6.45552 × 10–3
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
UG US power gridInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
4,941
6,594
3.45699 × 10–3
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
4.63388 × 10–3
OF OpenFlightsInfrastructure Infrastructure 2Directed: Edges are directed 1Unweighted: Simple edges
0
2,939
30,501
5.09155 × 10–2
MZ ZebraAnimal Animal 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
27
111
7.17703 × 10–1
Mh HensAnimal Animal 2Directed: Edges are directed 1Unweighted: Simple edges
0
32
496
ME Adolescent healthHumanSocial HumanSocial 2Directed: Edges are directed 3Positive weights: Positively weighted edges
0
2,539
12,969
2.51286 × 10–1
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
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
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
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
–5.30088 × 10–2
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
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
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
LI Libimseti.czSocial Social 2Directed: Edges are directed 6Ratings: Edges are ratings
0
220,970
17,359,346
–1.38967 × 10–1
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
–1.14597 × 10–1
FG FlickrAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
895,589
8,545,307
–5.20037 × 10–2
RL Record labelsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
355,095
233,286
–4.78937 × 10–2
Pi DBLPCitation Citation 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
12,591
49,743
–4.58083 × 10–2
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
–4.21324 × 10–2
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
–3.94216 × 10–2
CY Youtube friendshipSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,134,890
2,987,624
–3.69099 × 10–2
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
–3.63365 × 10–2
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
–3.57767 × 10–2
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
–3.39343 × 10–2
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
–3.03125 × 10–2
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
–2.99060 × 10–2
WR WritersAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
224,925
144,340
–2.65719 × 10–2
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
–2.33768 × 10–2
Ff FilmtipsetSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
39,199
87,415
–1.33725 × 10–2
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
–6.28637 × 10–3
PR ProducersAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
236,510
207,268
2.63016 × 10–2
OC OccupationAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
356,884
250,945
2.80522 × 10–2
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
3.33843 × 10–2
Pa DBLPAuthorship Authorship 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
6,851,776
8,649,016
3.89501 × 10–2
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
3.94461 × 10–2
LG LiveJournalAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
13,891,479
112,307,385
LX LinuxSoftware Software 2Directed: Edges are directed 1Unweighted: Simple edges
Loops:  An edge may connect a node with itself
1
30,837
213,954
–1.74679 × 10–1
GW GowallaSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
196,591
950,327
–2.92547 × 10–2
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
–1.52028 × 10–2
BK BrightkiteSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
58,228
214,078
1.08158 × 10–2
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
HY HyvesSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,402,673
2,777,419
–2.34152 × 10–2
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
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
–1.52824 × 10–2
FO FOLDOCHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
13,356
125,207
–1.21247 × 10–2
FL FlickrSocial Social 2Directed: Edges are directed 1Unweighted: Simple edges
Timestamps:  Edges are annotated with a timestamps
1
2,302,925
33,140,017
TM TeamsAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
1,836,793
1,366,466
5.06560 × 10–2
LO LocationFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
397,589
293,697
8.25833 × 10–2
DL Wikipedia, EnglishHyperlink Hyperlink 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
18,268,992
172,183,984
CN CountriesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 2Multiple unweighted: Multiple edges are possible
0
1,182,526
637,134
–8.85817 × 10–2
GE DBpedia genreFeature Feature 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
525,651
463,497
–7.81410 × 10–2
DB DBpediaMisc Misc 2Directed: Edges are directed 2Multiple unweighted: Multiple edges are possible
0
3,966,924
13,820,853
–4.25466 × 10–2
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
1.02801 × 10–1
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
1.77015 × 10–1
SC South African CompaniesAffiliation Affiliation 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
17
13
1.84466 × 10–1
AP arXiv astro-phCoauthorship Coauthorship 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
18,771
198,050
2.05129 × 10–1
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
2.19968 × 10–1
CU Contiguous USAInfrastructure Infrastructure 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
49
107
2.33397 × 10–1
FI FlickrMisc Misc 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
105,938
2,316,948
2.46851 × 10–1
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
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
–1.27705 × 10–1
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
–1.19795 × 10–1
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
DB DoubanSocial Social 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
154,908
327,162
–1.80331 × 10–1
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
–4.76739 × 10–2
DO DolphinsAnimal Animal 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
62
159
–4.35940 × 10–2
CD DBLP co-authorshipCoauthorship Coauthorship 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
317,080
1,049,866
2.66521 × 10–1
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
3.06204 × 10–1
CL Actor collaborationsMisc Misc 1Undirected: Edges are undirected 2Multiple unweighted: Multiple edges are possible
0
382,219
33,115,812
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
–8.74791 × 10–2
SK SkitterComputer Computer 1Undirected: Edges are undirected 1Unweighted: Simple edges
0
1,696,415
11,095,298
–8.14201 × 10–2
Bx BookCrossing (ratings)Rating Rating 3Bipartite: Edges connect two types of nodes 6Ratings: Edges are ratings
0
341,559
433,652
–5.89459 × 10–2
BX BookCrossing (implicit)Rating Rating 3Bipartite: Edges connect two types of nodes 1Unweighted: Simple edges
0
551,079
1,149,739
–5.75748 × 10–2
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
–3.56579 × 10–2
Am Amazon (TWEB)Misc Misc 2Directed: Edges are directed 1Unweighted: Simple edges
0
403,394
3,387,388
–1.76473 × 10–2
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
2.02374 × 10–2
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
7.82010 × 10–2
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
2.38211 × 10–1