7th_graders |
Vickers 7th Graders (1981) |
29
|
740
|
25.52
|
20.34
|
17.73
|
1.71
|
-0.01
|
0.76
|
2
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Multilayer
Unweighted
Metadata
|
academia_edu |
Academica.edu (2011) |
200,169
|
1,398,063
|
6.98
|
46.24
|
109.99
|
78.34
|
-0.02
|
0.04
|
16
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
add_health |
Adolescent health (ADD HEALTH) (1994) |
2,587
|
12,969
|
5.01
|
5.65
|
11.92
|
29.03
|
0.29
|
0.17
|
10
|
0.98
|
Directed
|
Unipartite
|
84
|
Social
Offline
Weighted
|
advogato |
Advogato trust network (2009) |
6,541
|
51,127
|
7.82
|
34.13
|
68.61
|
20.71
|
-0.05
|
0.11
|
9
|
0.77
|
Directed
|
Unipartite
|
1
|
Social
Online
Weighted
|
ambassador |
Philippines Ambassador bombing (2000) |
16
|
19
|
2.38
|
2.23
|
3.23
|
3.96
|
-0.21
|
0.59
|
4
|
0.69
|
Undirected
|
Unipartite
|
15
|
Social
Offline
Weighted
Temporal
|
anybeat |
Anybeat social network (2013) |
12,645
|
67,053
|
5.30
|
89.97
|
92.23
|
41.02
|
-0.12
|
0.02
|
10
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
arxiv_authors |
Arxiv authors (1993-2003) |
133,280
|
396,160
|
5.94
|
27.24
|
92.56
|
158.60
|
0.21
|
0.32
|
14
|
0.13
|
Undirected
|
Unipartite
|
5
|
Social
Collaboration
Unweighted
Projection
|
arxiv_collab |
Scientific collaborations in physics (1995-2005) |
40,421
|
175,692
|
8.69
|
12.73
|
49.17
|
232.91
|
0.19
|
0.25
|
18
|
0.90
|
Undirected
|
Unipartite
|
5
|
Social
Collaboration
Weighted
Projection
|
at_migrations |
Austrian internal migrations (2002-2022) |
2,115
|
2,908,569
|
1375.21
|
4635.25
|
475.07
|
4.50
|
-0.07
|
0.59
|
3
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Economic
Travel
Weighted
Politlcal
Timestamps
Metadata
|
baseball |
Baseball steroid use (2008) |
84
|
84
|
2.00
|
4.78
|
1.73
|
6.60
|
-0.45
|
0.00
|
4
|
0.56
|
Undirected
|
Bipartite
|
2
|
Social
Offline
Weighted
Projection
|
bison |
Bison dominance |
26
|
314
|
12.08
|
8.37
|
17.33
|
0.96
|
-0.06
|
0.79
|
2
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Animal
Weighted
|
bitcoin_alpha |
Bitcoin Alpha trust network (2017) |
3,783
|
24,186
|
6.39
|
34.44
|
45.31
|
25.67
|
-0.16
|
0.08
|
10
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Weighted
Signed
Timestamps
|
bitcoin_trust |
Bitcoin OTC trust network (2017) |
5,881
|
35,592
|
6.05
|
38.30
|
50.83
|
25.68
|
-0.16
|
0.06
|
9
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Weighted
Signed
Timestamps
|
board_directors |
Norwegian Boards of Directors (2002-2011) |
1,930
|
1,914
|
1.98
|
1.82
|
3.19
|
368.33
|
-0.62
|
0.00
|
24
|
0.55
|
Undirected
|
Bipartite
|
224
|
Social
Affiliation
Unweighted
Projection
Temporal
Metadata
|
cattle |
Dairy cattle (1955) |
28
|
217
|
7.75
|
5.21
|
15.15
|
0.91
|
-0.10
|
0.65
|
3
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Animal
Weighted
|
ceo_club |
CEO Club Memberships |
40
|
95
|
4.75
|
3.31
|
4.98
|
3.67
|
-0.29
|
0.00
|
5
|
1.00
|
Undirected
|
Bipartite
|
1
|
Social
Affiliation
Unweighted
|
chess |
Kaggle chess players (2010) |
7,301
|
65,053
|
8.91
|
28.88
|
66.57
|
43.97
|
0.45
|
0.18
|
13
|
0.97
|
Directed
|
Unipartite
|
1
|
Social
Offline
Signed
Timestamps
|
cofe |
Collaboration in Financial Economics (2021) |
13,967
|
102,039
|
7.31
|
35.63
|
81.17
|
26.34
|
0.14
|
0.13
|
12
|
0.99
|
Directed
|
Unipartite
|
1
|
Social
Directed
Weighted
Online
Collaboration
|
college_freshmen |
Dutch college freshman (1995) |
32
|
3,062
|
95.69
|
64.17
|
26.23
|
0.76
|
-0.11
|
0.91
|
2
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Weighted
Timestamps
|
contact |
Haggle human proximity network (2006) |
274
|
28,244
|
206.16
|
460.93
|
50.52
|
2.49
|
-0.05
|
0.90
|
4
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Timestamps
|
copenhagen |
Copenhagen Networks Study |
800
|
6,429
|
16.07
|
13.38
|
30.19
|
8.18
|
0.18
|
0.24
|
7
|
1.00
|
Undirected
|
Unipartite
|
4
|
Social
Offline
Unweighted
Weighted
Timestamps
Multilayer
Metadata
|
crime |
Rosenfeld crime network (1991) |
1,380
|
1,476
|
2.14
|
2.14
|
3.28
|
1385.50
|
-0.17
|
0.00
|
32
|
0.92
|
Undirected
|
Bipartite
|
1
|
Social
Offline
Unweighted
Metadata
|
cs_department |
Aarhus Computer Science department relationships |
61
|
620
|
20.33
|
11.22
|
13.78
|
4.46
|
0.03
|
0.52
|
4
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Relationships
Multilayer
Unweighted
|
dblp_coauthor |
DBLP authors (2016) |
1,824,701
|
29,487,744
|
32.32
|
99.31
|
285.00
|
1137.14
|
0.15
|
0.23
|
23
|
0.91
|
Undirected
|
Unipartite
|
1
|
Social
Collaboration
Unweighted
Multigraph
Projection
|
dblp_coauthor_snap |
DBLP authors (2012) |
425,957
|
1,049,866
|
4.93
|
9.10
|
114.72
|
372.79
|
0.27
|
0.31
|
23
|
0.74
|
Undirected
|
Unipartite
|
1
|
Social
Collaboration
Unweighted
Metadata
Projection
|
dblp_simplices |
DBLP coauthor simplices (2017) |
5,631,059
|
10,326,841
|
3.67
|
9.99
|
26.20
|
1700.20
|
-0.12
|
0.00
|
45
|
0.91
|
Undirected
|
Bipartite
|
4
|
Social
Collaboration
Unweighted
Timestamps
Hypergraph
Weighted
Projection
|
dbpedia_country |
Person-Country Affiliations (DBpedia, 2016) |
592,414
|
637,134
|
2.15
|
194.87
|
108.01
|
3362.64
|
-0.29
|
0.00
|
18
|
0.99
|
Undirected
|
Bipartite
|
1
|
Social
Affiliation
Unweighted
|
dbpedia_occupation |
Person-Occupation Affiliations (DBpedia, 2016) |
229,307
|
250,945
|
2.19
|
54.04
|
83.52
|
662.12
|
-0.13
|
0.00
|
24
|
0.62
|
Undirected
|
Bipartite
|
1
|
Social
Affiliation
Unweighted
|
digg_reply |
Digg reply network (2008) |
30,398
|
87,627
|
2.88
|
11.73
|
28.31
|
26.22
|
0.04
|
0.01
|
12
|
0.98
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
Multigraph
|
dnc |
DNC emails (2016) |
2,029
|
12,085
|
11.91
|
35.19
|
91.04
|
39.88
|
-0.09
|
0.56
|
8
|
0.42
|
Undirected
|
Unipartite
|
1
|
Social
Communication
Unweighted
Multigraph
|
dolphins |
Dolphin social network (1994-2001) |
62
|
159
|
5.13
|
2.93
|
5.99
|
24.80
|
-0.04
|
0.31
|
8
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Animal
Unweighted
|
dom |
Animal dominance archive (2022) |
151
|
9,096
|
60.24
|
114.75
|
32.94
|
19.64
|
0.19
|
0.71
|
5
|
1.00
|
Directed
|
Unipartite
|
436
|
Social
Animal
Weighted
|
douban |
Douban friendship network (2009) |
154,908
|
327,162
|
4.22
|
11.75
|
39.78
|
103.63
|
-0.18
|
0.01
|
9
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
|
dutch_criticism |
Dutch literacy criticism (1976) |
35
|
81
|
4.63
|
2.97
|
5.57
|
5.29
|
0.04
|
0.16
|
7
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
|
dutch_school |
Dutch school friendships (2003) |
26
|
91
|
3.50
|
3.33
|
5.52
|
13.60
|
0.35
|
0.51
|
7
|
1.00
|
Directed
|
Unipartite
|
7
|
Social
Offline
Unweighted
Metadata
Temporal
|
ego_social |
Ego networks in social media (2012) |
107,614
|
12,238,285
|
227.45
|
581.50
|
1718.72
|
110.57
|
-0.08
|
0.15
|
6
|
1.00
|
Undirected
|
Unipartite
|
143
|
Social
Online
Unweighted
Metadata
|
elec |
Wikipedia adminship vote (2008) |
7,118
|
103,675
|
14.57
|
60.34
|
136.20
|
9.44
|
-0.07
|
0.14
|
7
|
0.99
|
Directed
|
Unipartite
|
1
|
Social
Online
Signed
Timestamps
|
elite |
Barnes-Burkett elite affiliations (1962) |
44
|
99
|
4.50
|
2.69
|
4.87
|
5.65
|
-0.08
|
0.00
|
5
|
1.00
|
Undirected
|
Bipartite
|
1
|
Social
Affiliation
Unweighted
|
email_company |
Manufacturing company email (2010) |
167
|
82,927
|
496.57
|
1309.42
|
59.43
|
7.30
|
0.16
|
0.68
|
5
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
Multigraph
Timestamps
|
email_enron |
Email network (Enron corpus) |
36,692
|
367,662
|
10.02
|
72.20
|
115.48
|
283.03
|
-0.11
|
0.09
|
13
|
0.92
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
Multigraph
Timestamps
|
email_eu |
Email network (EU research inst.) |
265,214
|
420,045
|
1.58
|
42.55
|
98.51
|
10009.71
|
-0.20
|
0.01
|
14
|
0.85
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
|
epinions_trust |
Epinions trust network (2003) |
75,888
|
508,837
|
6.71
|
52.66
|
181.65
|
208.29
|
-0.01
|
0.08
|
15
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
escorts |
Brazilian prostitution network (2010) |
16,730
|
50,632
|
6.05
|
16.80
|
27.66
|
149.53
|
-0.09
|
0.00
|
17
|
0.95
|
Undirected
|
Bipartite
|
1
|
Social
Public Health
Weighted
Timestamps
|
facebook_friends |
Maier Facebook friends (2014) |
362
|
1,988
|
10.98
|
10.83
|
23.30
|
78.68
|
0.10
|
0.51
|
9
|
0.91
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
Metadata
|
facebook_organizations |
Within-organization Facebook friendships (2013) |
5,793
|
45,266
|
15.63
|
30.36
|
56.27
|
2931.09
|
0.18
|
0.31
|
16
|
1.00
|
Undirected
|
Unipartite
|
6
|
Social
Online
Unweighted
|
facebook_wall |
Facebook wall posts (2009) |
46,952
|
876,993
|
18.68
|
86.88
|
39.06
|
303.94
|
0.46
|
0.20
|
18
|
0.94
|
Directed
|
Unipartite
|
1
|
Social
Online
Temporal
Multigraph
|
fediverse |
Fediverse network (2018) |
4,860
|
484,164
|
99.62
|
415.76
|
657.66
|
1.51
|
-0.41
|
0.46
|
4
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Information
|
flickr_aminer |
Flickr social graph |
214,626
|
9,114,557
|
42.47
|
199.29
|
706.39
|
33.23
|
-0.02
|
0.08
|
10
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
flickr_groups |
OSN user groups (2007) |
499,610
|
8,545,307
|
34.21
|
194.73
|
579.50
|
207.93
|
-0.09
|
0.00
|
18
|
0.94
|
Undirected
|
Bipartite
|
1
|
Social
Online
Unweighted
|
flickr_growth |
Flickr friendship network (2008) |
2,302,925
|
33,140,017
|
14.39
|
198.55
|
1326.76
|
1330.21
|
0.03
|
0.13
|
23
|
0.94
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
Timestamps
|
flixster |
Flixster friendship network (2009) |
2,523,386
|
7,918,801
|
6.28
|
36.64
|
145.66
|
108.52
|
-0.32
|
0.01
|
8
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
|
florentine_families |
Padgett Florentine families |
16
|
35
|
4.38
|
2.57
|
2.96
|
4.20
|
-0.46
|
0.30
|
4
|
0.94
|
Undirected
|
Unipartite
|
1
|
Social
Relationships
Multilayer
Unweighted
|
football |
NCAA college football 2000 |
115
|
613
|
10.66
|
0.88
|
9.77
|
6.80
|
0.16
|
0.41
|
4
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Sports
Unweighted
|
football_tsevans |
NCAA college football 2000 (corrected metadata) |
115
|
613
|
10.66
|
0.88
|
9.77
|
6.80
|
0.16
|
0.41
|
4
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Sports
Unweighted
|
foursquare |
Foursquare NYC restaurants (2012) |
6,410
|
10,377
|
3.24
|
5.67
|
9.47
|
92.11
|
-0.04
|
0.00
|
19
|
0.84
|
Undirected
|
Bipartite
|
2
|
Social
Online
Unweighted
Metadata
|
foursquare_friendships |
Foursquare global friendships (2013) |
114,324
|
363,704
|
6.36
|
13.59
|
79.68
|
753.87
|
0.13
|
0.12
|
28
|
0.92
|
Undirected
|
Unipartite
|
2
|
Social
Online
Unweighted
|
foursquare_global |
Foursquare global check-ins (2013) |
3,935,215
|
22,809,624
|
11.59
|
62.44
|
163.10
|
1016.53
|
0.02
|
0.00
|
14
|
1.00
|
Undirected
|
Bipartite
|
1
|
Social
Online
Unweighted
Metadata
Timestamps
|
freshmen |
Zeggelink's freshmen (1999) |
34
|
1,156
|
34.00
|
0.00
|
34.00
|
0.03
|
nan
|
0.98
|
1
|
1.00
|
Directed
|
Unipartite
|
5
|
Social
Offline
Weighted
Temporal
Metadata
|
game_thrones |
Game of Thrones coappearances |
107
|
352
|
6.58
|
6.58
|
11.74
|
14.10
|
-0.13
|
0.33
|
6
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Fictional
Weighted
|
google_plus |
Google+ (2013) |
211,187
|
1,506,896
|
7.14
|
47.02
|
261.48
|
2467.22
|
0.22
|
0.27
|
70
|
0.96
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
hens |
White Leghorn hens (1946) |
32
|
496
|
15.50
|
0.00
|
30.00
|
inf
|
nan
|
1.00
|
1
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Animal
Weighted
|
high_tech_company |
Krackhardt high tech company network |
21
|
312
|
14.86
|
7.13
|
14.56
|
0.88
|
-0.15
|
0.75
|
2
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Multilayer
Unweighted
|
highschool |
Illinois high school students (1958) |
70
|
366
|
5.23
|
4.53
|
8.74
|
8.69
|
0.17
|
0.45
|
6
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Weighted
|
hiv_transmission |
HIV transmission network (1988-2001) |
35,229
|
85,890
|
4.88
|
12.21
|
15.60
|
140.85
|
-0.08
|
0.03
|
11
|
0.76
|
Undirected
|
Unipartite
|
1
|
Social
Public Health
Unweighted
Metadata
|
hyves |
Hyves friendship network (2010) |
1,402,673
|
2,777,419
|
3.96
|
45.30
|
113.02
|
47.91
|
-0.02
|
0.00
|
10
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
|
inploid |
Inploid: an online social Q&A platform |
39,749
|
57,276
|
1.44
|
42.25
|
81.50
|
26.99
|
-0.12
|
0.02
|
8
|
0.36
|
Directed
|
Unipartite
|
1
|
Online
Social
Directed
Unweighted
|
jazz_collab |
Jazz collaboration network |
198
|
2,742
|
27.70
|
17.41
|
38.82
|
8.70
|
0.02
|
0.52
|
6
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Collaboration
Unweighted
|
kangaroo |
Grey kangaroo dominance |
17
|
91
|
10.71
|
3.86
|
10.99
|
0.85
|
-0.19
|
0.84
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Animal
Weighted
|
karate |
Zachary Karate Club |
34
|
77
|
4.53
|
3.75
|
5.25
|
6.98
|
-0.47
|
0.26
|
5
|
1.00
|
Undirected
|
Unipartite
|
2
|
Social
Offline
Unweighted
|
kidnappings |
Abu Sayyaf kidnappings (2014) |
351
|
402
|
1.15
|
3.88
|
4.06
|
224.94
|
-0.22
|
0.00
|
18
|
0.81
|
Directed
|
Bipartite
|
1
|
Social
Offline
Unweighted
|
lastfm |
last.fm listening habits (2007) |
1,085,612
|
19,150,868
|
35.28
|
915.72
|
589.26
|
11.34
|
-0.44
|
0.00
|
6
|
1.00
|
Undirected
|
Bipartite
|
2
|
Social
Online
Unweighted
|
lastfm_aminer |
Last.fm social graph |
136,409
|
1,685,524
|
12.36
|
62.52
|
296.00
|
66.07
|
0.05
|
0.09
|
12
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
law_firm |
Lazega law firm network |
71
|
2,571
|
36.21
|
30.92
|
30.35
|
2.09
|
0.02
|
0.60
|
3
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Multilayer
Unweighted
|
lesmis |
Les Misérables coappearances |
77
|
254
|
6.60
|
6.00
|
10.75
|
10.84
|
-0.17
|
0.50
|
5
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Fictional
Weighted
|
libimseti |
Libimseti.cz social network (2012) |
220,970
|
17,359,346
|
78.56
|
483.96
|
943.38
|
6.29
|
-0.14
|
0.01
|
6
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Weighted
|
livejournal |
LiveJournal social network (2006) |
4,847,571
|
68,993,773
|
14.23
|
72.29
|
514.56
|
24061.53
|
0.06
|
0.14
|
20
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
livejournal_aminer |
Livejournal social graph |
3,017,286
|
87,037,567
|
28.85
|
779.36
|
967.85
|
128.17
|
-0.01
|
0.00
|
8
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
livemocha |
Livemocha friendship network (2010) |
104,103
|
2,193,083
|
42.13
|
109.68
|
272.53
|
9.08
|
-0.15
|
0.01
|
6
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
|
lkml_reply |
Linux kernel reply network |
63,399
|
1,096,440
|
17.29
|
563.89
|
222.08
|
949.21
|
0.06
|
0.53
|
63
|
0.39
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
Multigraph
Timestamps
|
lkml_thread |
Linux kernel mailing list |
379,554
|
1,565,683
|
8.25
|
154.33
|
69.90
|
2124.05
|
-0.16
|
0.00
|
22
|
0.96
|
Undirected
|
Bipartite
|
1
|
Social
Communication
Unweighted
Timestamps
|
macaques |
Japanese macaques (1976) |
62
|
1,187
|
19.15
|
7.72
|
37.99
|
0.74
|
-0.06
|
0.66
|
2
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Animal
Weighted
|
mag_geology_coauthor |
MAG Geology coauthor simplices (2017) |
2,852,295
|
4,448,428
|
3.12
|
6.78
|
27.64
|
12548.00
|
-0.10
|
0.00
|
66
|
0.76
|
Undirected
|
Bipartite
|
4
|
Social
Collaboration
Unweighted
Timestamps
Hypergraph
Weighted
Projection
|
mag_history_coauthor |
MAG History coauthor simplices (2017) |
2,848,023
|
2,398,702
|
1.68
|
5.33
|
32.80
|
23855.16
|
-0.01
|
0.00
|
66
|
0.28
|
Undirected
|
Bipartite
|
4
|
Social
Collaboration
Unweighted
Timestamps
Hypergraph
Weighted
Projection
|
marker_cafe |
The Marker Cafe (2011) |
69,413
|
1,644,849
|
47.39
|
176.63
|
465.81
|
30.71
|
-0.15
|
0.05
|
9
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
|
marvel_partnerships |
Marvel character partnerships (2018) |
350
|
346
|
1.98
|
1.54
|
3.69
|
357.92
|
-0.01
|
0.22
|
21
|
0.52
|
Undirected
|
Unipartite
|
1
|
Social
Fictional
Unweighted
|
marvel_universe |
Marvel Universe social network |
19,428
|
95,497
|
9.83
|
35.13
|
63.41
|
71.09
|
-0.19
|
0.00
|
13
|
0.99
|
Undirected
|
Unipartite
|
1
|
Social
Fictional
Unweighted
|
mislove_osn |
Mislove et al. OSNs (2006-2007) |
5,204,176
|
77,402,652
|
14.87
|
71.17
|
539.58
|
24062.12
|
0.09
|
0.15
|
23
|
1.00
|
Directed
|
Unipartite
|
4
|
Social
Online
Unweighted
|
montreal |
Montreal street gangs (2007) |
35
|
78
|
4.46
|
4.28
|
6.66
|
2.12
|
-0.28
|
0.34
|
4
|
0.83
|
Undirected
|
Unipartite
|
1
|
Social
Affiliation
Unweighted
|
moreno_sheep |
Bighorn sheep (1984) |
28
|
250
|
8.93
|
5.43
|
17.22
|
0.93
|
0.00
|
0.73
|
3
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Animal
Weighted
Metadata
|
moreno_sociograms |
Moreno's sociograms (1934) |
55
|
88
|
1.60
|
1.84
|
2.61
|
27.93
|
-0.04
|
0.16
|
11
|
1.00
|
Directed
|
Unipartite
|
8
|
Social
Offline
Weighted
|
moreno_taro |
Papuan gift-giving (1970) |
22
|
78
|
3.55
|
1.88
|
2.67
|
5.71
|
-0.38
|
0.23
|
5
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Unweighted
|
moviegalaxies |
Moviegalaxies, movies 410-466 (2018) |
109
|
326
|
5.98
|
10.78
|
11.86
|
3.22
|
-0.36
|
0.16
|
3
|
1.00
|
Undirected
|
Unipartite
|
773
|
Social
Fictional
Weighted
|
myspace_aminer |
MySpace social graph |
854,498
|
6,489,736
|
7.59
|
61.61
|
188.16
|
123.17
|
-0.02
|
0.00
|
14
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
netscience |
Scientific collaborations in network science (2006) |
1,589
|
2,742
|
3.45
|
3.47
|
18.02
|
329.88
|
0.46
|
0.69
|
17
|
0.24
|
Undirected
|
Unipartite
|
1
|
Social
Collaboration
Weighted
Projection
|
new_guinea_tribes |
New Guinea Highlands tribes (1954) |
16
|
58
|
7.25
|
1.75
|
6.65
|
1.47
|
0.05
|
0.53
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Signed
|
new_zealand_collab |
New Zealand scientific collaborations (2015) |
1,511
|
4,273
|
5.66
|
23.64
|
35.99
|
4.53
|
-0.34
|
0.06
|
6
|
0.97
|
Undirected
|
Unipartite
|
1
|
Social
Collaboration
Weighted
Metadata
|
november17 |
November17 members (2009) |
22
|
66
|
6.00
|
3.58
|
6.78
|
2.67
|
-0.25
|
0.53
|
4
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Metadata
|
petster |
Pet owner social networks (2016) |
623,766
|
15,699,276
|
50.34
|
469.04
|
1189.48
|
74405.92
|
-0.09
|
0.03
|
15
|
0.96
|
Undirected
|
Unipartite
|
1
|
Social
Online
Unweighted
|
pgp_strong |
PGP web of trust (2009) |
39,796
|
301,498
|
7.58
|
36.51
|
101.60
|
6430.29
|
0.03
|
0.29
|
21
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
physician_trust |
Physician trust network (1966) |
241
|
1,098
|
4.56
|
4.88
|
8.88
|
3.58
|
-0.01
|
0.27
|
5
|
0.49
|
Directed
|
Unipartite
|
1
|
Social
Offline
Unweighted
|
physics_collab |
Multilayer physicist collaborations (2015) |
14,488
|
59,026
|
8.15
|
13.67
|
47.00
|
918.69
|
0.19
|
0.35
|
18
|
0.61
|
Undirected
|
Unipartite
|
2
|
Social
Collaboration
Weighted
Multilayer
Projection
|
pokec |
Pokec online social network (2012) |
1,632,804
|
30,622,564
|
18.75
|
59.53
|
129.12
|
1014.17
|
0.00
|
0.06
|
14
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Metadata
|
prosper |
Prosper user loans (2016) |
89,269
|
3,394,979
|
38.03
|
145.96
|
327.23
|
5.28
|
-0.07
|
0.00
|
8
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
qa_user |
User interactions on Q&A websites (2016) |
2,601,977
|
63,497,050
|
24.40
|
436.50
|
713.99
|
47.91
|
0.25
|
0.04
|
11
|
0.99
|
Directed
|
Unipartite
|
16
|
Social
Online
Unweighted
Timestamps
|
reality_mining |
Reality mining proximity network (2004) |
96
|
1,086,404
|
22633.42
|
21814.46
|
58.67
|
19.34
|
0.47
|
0.84
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Timestamps
|
residence_hall |
ANU Residence Hall network |
217
|
2,672
|
12.31
|
11.13
|
20.34
|
5.92
|
0.12
|
0.34
|
4
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Offline
Weighted
|
revolution |
American Revolutionary groups (1765-1783) |
141
|
160
|
2.27
|
6.85
|
3.52
|
26.45
|
-0.74
|
0.00
|
6
|
1.00
|
Undirected
|
Bipartite
|
1
|
Social
Affiliation
Unweighted
|
rhesus_monkey |
Rhesus monkey grooming (1963) |
16
|
111
|
6.94
|
5.10
|
8.39
|
1.25
|
-0.04
|
0.67
|
2
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Animal
Weighted
|
sa_companies |
South African companies (1919) |
11
|
13
|
2.36
|
0.98
|
1.63
|
5.88
|
-0.22
|
0.00
|
6
|
1.00
|
Undirected
|
Bipartite
|
1
|
Social
Affiliation
Unweighted
|
slashdot_threads |
Slashdot thread replies (2007) |
51,083
|
140,778
|
2.76
|
23.21
|
45.57
|
69.58
|
-0.03
|
0.01
|
17
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
Multigraph
Timestamps
|
slashdot_zoo |
Slashdot Zoo friend-foe network (2009) |
79,120
|
515,397
|
6.51
|
43.99
|
127.57
|
60.58
|
-0.06
|
0.04
|
12
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Signed
|
soc_net_comms |
Networks with group metadata |
65,608,366
|
1,806,067,135
|
55.06
|
137.81
|
830.62
|
2153.71
|
0.19
|
0.02
|
37
|
1.00
|
Undirected
|
Unipartite
|
6
|
Online
Social
Collaboration
Informational
Relatedness
Unweighted
Metadata
|
social_location |
Location-based social networks |
196,591
|
1,900,654
|
19.34
|
107.16
|
159.86
|
160.56
|
-0.03
|
0.02
|
16
|
1.00
|
Undirected
|
Unipartite
|
2
|
Social
Online
Spatial
|
sp_baboons |
Baboons' interactions (2020) |
23
|
3,197
|
139.00
|
207.87
|
16.00
|
2.23
|
0.23
|
0.85
|
4
|
1.00
|
Directed
|
Unipartite
|
2
|
Social
Animal
Offline
Unweighted
Weighted
Temporal
Metadata
|
sp_colocation |
Social co-locations (2018) |
403
|
1,417,485
|
7034.67
|
4468.01
|
370.80
|
0.89
|
0.11
|
0.97
|
2
|
1.00
|
Undirected
|
Unipartite
|
6
|
Social
Offline
Unweighted
Weighted
Temporal
Metadata
|
sp_high_school |
High school temporal contacts (2013) |
329
|
188,508
|
1145.95
|
879.50
|
40.12
|
88.29
|
0.47
|
0.61
|
4
|
0.99
|
Undirected
|
Unipartite
|
4
|
Social
Offline
Unweighted
Weighted
Temporal
Metadata
|
sp_high_school_new |
High school dynamic contacts (2011-2012) |
180
|
45,047
|
500.52
|
491.43
|
29.01
|
45.58
|
0.57
|
0.59
|
4
|
1.00
|
Undirected
|
Unipartite
|
2
|
Social
Offline
Unweighted
Temporal
Metadata
|
sp_hospital |
Hospital ward dynamic contacts (2010) |
75
|
32,424
|
864.64
|
956.79
|
35.91
|
3.44
|
0.09
|
0.75
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Temporal
Metadata
|
sp_hypertext |
Hypertext 2009 dynamic contact network |
113
|
20,818
|
368.46
|
322.99
|
45.63
|
13.09
|
0.32
|
0.55
|
3
|
1.00
|
Undirected
|
Unipartite
|
2
|
Social
Offline
Unweighted
Temporal
|
sp_infectious |
Art exhibit dynamic contacts (2011) |
10,972
|
415,912
|
75.81
|
68.50
|
23.51
|
195.54
|
0.71
|
0.53
|
9
|
0.04
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Temporal
|
sp_kenyan_households |
Kenyan households contacts (2012) |
47
|
32,643
|
1389.06
|
1229.28
|
22.98
|
5.12
|
0.27
|
0.74
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Temporal
Metadata
|
sp_office |
Workplace contacts (2013) |
92
|
9,827
|
213.63
|
194.76
|
18.72
|
19.35
|
0.50
|
0.46
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Weighted
Temporal
Metadata
|
sp_primary_school |
Primary school dynamic contacts (2009) |
242
|
125,773
|
1039.45
|
517.65
|
79.14
|
13.15
|
0.35
|
0.75
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Weighted
Temporal
Metadata
|
spanish_highschools |
Spanish high schools (2023) |
702
|
11,960
|
17.04
|
25.27
|
48.44
|
195.60
|
0.02
|
0.38
|
6
|
1.00
|
Directed
|
Unipartite
|
13
|
Social
Offline
Weighted
Metadata
|
student_cooperation |
Student cooperation (2012) |
185
|
360
|
3.89
|
1.68
|
3.38
|
153.60
|
0.37
|
0.49
|
17
|
0.76
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Multigraph
Unweighted
|
swingers |
Swingers and parties (2013) |
96
|
232
|
2.42
|
5.19
|
7.46
|
5.19
|
-0.34
|
0.00
|
7
|
1.00
|
Directed
|
Bipartite
|
1
|
Social
Offline
Unweighted
|
terrorists_911 |
9-11 terrorist network |
62
|
152
|
4.90
|
4.00
|
7.25
|
19.05
|
-0.08
|
0.36
|
5
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Unweighted
Metadata
|
train_terrorists |
Madrid train bombing terrorists (2004) |
64
|
243
|
7.59
|
6.16
|
12.27
|
15.42
|
0.03
|
0.56
|
6
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Weighted
|
twitter |
Twitter followers (2010) |
465,017
|
834,797
|
1.80
|
28.35
|
77.74
|
272.61
|
-0.87
|
0.00
|
8
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
twitter_15m |
Twitter 15-M movement (2011) |
87,569
|
6,030,459
|
68.87
|
471.29
|
666.53
|
3.30
|
-0.13
|
0.04
|
6
|
0.98
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
Metadata
|
twitter_2009 |
Twitter graph (2009) |
52,579,682
|
1,963,263,821
|
37.34
|
2698.38
|
7004.31
|
4799.30
|
-0.07
|
0.00
|
18
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
twitter_events |
Twitter, 5 events (2013-2014) |
2,281,259
|
4,061,960
|
1.78
|
48.90
|
166.63
|
2761.87
|
-0.03
|
0.00
|
33
|
0.67
|
Directed
|
Unipartite
|
5
|
Social
Online
Multilayer
Unweighted
|
twitter_higgs |
Twitter, Higgs boson (2012) |
456,626
|
14,855,842
|
32.53
|
357.86
|
636.15
|
84.49
|
-0.09
|
0.01
|
12
|
1.00
|
Directed
|
Unipartite
|
5
|
Social
Online
Weighted
Multilayer
|
twitter_sample |
Twitter sample (2014) |
5,384,162
|
16,011,444
|
2.97
|
47.65
|
431.87
|
399.06
|
-0.21
|
0.02
|
9
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
twitter_social |
Twitter social graph |
41,652,230
|
1,468,365,182
|
35.25
|
2534.99
|
6281.30
|
3871.34
|
-0.08
|
0.00
|
23
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Online
Unweighted
|
ugandan_village |
Ugandan village networks (2013) |
372
|
1,475
|
7.93
|
6.06
|
9.93
|
7.34
|
-0.04
|
0.06
|
7
|
1.00
|
Undirected
|
Unipartite
|
34
|
Social
Offline
Unweighted
Multilayer
|
un_migrations |
UN migration stock (2015) |
232
|
11,228
|
48.40
|
77.17
|
99.93
|
1.32
|
-0.26
|
0.61
|
3
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Economic
Travel
Political
Weighted
Metadata
|
uni_email |
Email network (Uni. R-V, Spain, 2003) |
1,133
|
10,903
|
9.62
|
18.68
|
19.27
|
7.75
|
0.08
|
0.16
|
8
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
|
us_agencies |
U.S. government agency websites (2018) |
42,951
|
506,873
|
11.80
|
57.04
|
230.06
|
81.90
|
-0.10
|
0.20
|
10
|
1.00
|
Directed
|
Unipartite
|
51
|
Social
Political
Weighted
Metadata
|
us_congress |
US Congressional co-sponsorship (1973-2016) |
452
|
70,923
|
313.82
|
63.59
|
325.98
|
0.63
|
0.02
|
0.75
|
2
|
1.00
|
Undirected
|
Unipartite
|
44
|
Social
Political
Signed
Temporal
|
wiki_rfa |
Wikipedia RfA voting network (2013) |
11,381
|
198,275
|
17.42
|
78.19
|
163.99
|
8.83
|
-0.04
|
0.16
|
7
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Relationships
Signed
|
wiki_talk |
Wikipedia talk networks |
2,987,535
|
24,981,163
|
8.36
|
643.23
|
608.78
|
715.22
|
-0.03
|
0.09
|
9
|
0.96
|
Directed
|
Unipartite
|
28
|
Social
Communication
Unweighted
Multigraph
Timestamps
|
wiki_users |
Wikipedia user interaction (2011) |
138,592
|
740,397
|
5.34
|
61.58
|
192.78
|
85.02
|
-0.05
|
0.04
|
14
|
0.99
|
Directed
|
Unipartite
|
1
|
Social
Online
Signed
|
wikiconflict |
Wikipedia edit wars (2009) |
118,100
|
2,917,785
|
49.41
|
532.85
|
389.69
|
31.06
|
-0.06
|
0.03
|
10
|
0.96
|
Undirected
|
Unipartite
|
1
|
Social
Conflict
Signed
Timestamps
|
wikipedia-en-talk |
en-Wikipedia talk network (2008) |
2,394,385
|
5,021,410
|
2.10
|
106.20
|
350.71
|
59.01
|
-0.06
|
0.00
|
11
|
1.00
|
Directed
|
Unipartite
|
1
|
Social
Communication
Unweighted
|
wikitree |
WikiTree genealogies (1400-2012) |
1,382,751
|
9,192,212
|
6.65
|
13.41
|
116.48
|
130635.69
|
0.90
|
0.75
|
95
|
0.91
|
Directed
|
Unipartite
|
1
|
Social
Relationships
Unweighted
Multigraph
|
windsurfers |
Windsurfers network (1986) |
43
|
336
|
15.63
|
6.53
|
17.00
|
2.34
|
-0.15
|
0.56
|
3
|
1.00
|
Undirected
|
Unipartite
|
1
|
Social
Offline
Weighted
|
zebras |
Zebras (2002) |
27
|
111
|
8.22
|
4.76
|
11.25
|
7.43
|
0.72
|
0.84
|
4
|
0.85
|
Undirected
|
Unipartite
|
1
|
Social
Animal
Unweighted
Metadata
|