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Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
$n$
Number of networks
Name Title Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode $n$ Tags
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 Academia.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
accounting_firm Webster accounting firm (1991-1992) 24 150 12.50 5.39 14.52 3.83 0.50 0.81 4 0.96 Undirected Unipartite 4 Social Offline Weighted Metadata
actor_movie IMDb actor-movie network (1999) 511,463 1,470,404 5.75 11.27 40.00 366.30 -0.09 0.00 27 0.98 Undirected Bipartite 1 Economic Employment Unweighted Affiliation
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
adjnoun Word adjacencies of David Copperfield 112 425 7.59 6.85 11.54 2.27 -0.13 0.16 5 1.00 Undirected Unipartite 1 Informational Language Unweighted
advogato Advogato trust network (2014) 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
aids_blogs AIDS blog network (2005) 146 187 1.28 5.83 5.31 33.87 -0.69 0.03 6 1.00 Directed Unipartite 1 Informational Web graph Unweighted
air500 Flight connections among the 500 largest airports (2007-2008) 500 24,009 48.02 79.25 88.86 8.77 -0.04 0.49 5 1.00 Directed Unipartite 1 Transportation Airport Unweighted Metadata
allset_3d_objects 3D object nearest neighbourhoods (AllSet, 2021) 24,622 61,555 5.00 2.40 6.34 6191.88 -0.14 0.00 58 0.99 Undirected Bipartite 2 Informational Unweighted Metadata
amazon_book_similarity Amazon book similarities (2008) 735,323 5,158,388 7.02 9.99 25.71 2414.00 -0.01 0.33 28 1.00 Directed Unipartite 1 Economic Commerce Unweighted
amazon_copurchases Amazon co-purchasing network (2003) 410,236 3,356,824 8.18 16.30 40.36 1805.09 -0.01 0.25 22 1.00 Directed Unipartite 4 Economic Commerce Unweighted
amazon_ratings Amazon customer ratings (2010) 3,376,972 5,838,041 3.46 19.33 83.61 610.18 -0.02 0.00 28 0.86 Undirected Bipartite 1 Economic Preferences Weighted Timestamps
amazon_reviews Amazon product reviews (1996-2018) 6,553,594 73,141,425 22.32 78.49 401.76 118.57 -0.05 0.00 11 1.00 Undirected Bipartite 2 Economic Commerce Online Preferences Unweighted Metadata
amazon_webbase Amazon.com web pages (2012) 2,880 5,037 3.50 25.75 33.43 20.59 -0.67 0.03 4 1.00 Undirected Unipartite 1 Informational Web graph Unweighted Multigraph
ambassador Philippines Ambassador bombing (2000) 16 19 2.38 2.23 3.23 3.96 -0.21 0.59 4 0.69 Undirected Unipartite 12 Social Offline Weighted Temporal
aminer_cross_domain AMiner computer science subfields, papers and authors (1990-2005) 10,671 14,706 2.76 3.84 7.17 204.05 -0.13 0.00 24 0.80 Undirected Bipartite 5 Social Collaboration Affiliation Unweighted Metadata
aminer_social_influence AMiner social influence data sets: coauthorships, citations and movies (2009) 34,283 142,427 8.31 18.98 37.05 91.65 -0.02 0.04 13 0.78 Undirected Unipartite 25 Social Collaboration Informational Citation Weighted Multigraph Metadata
ancient_metabolism Biosphere-level and ancient phosphate-free metabolism (2017) 12,824 30,374 4.74 36.80 59.14 76.72 -0.19 0.00 16 0.98 Undirected Bipartite 3 Biological Metabolic Unweighted Metadata
ant_dominance Leptothorax ant dominance (1981) 16 36 2.25 3.37 5.52 1.98 -0.40 0.59 4 1.00 Directed Unipartite 2 Social Animal Weighted Metadata
anybeat Anybeat social network (2012) 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
arabidopsis_interactome Arabidopsis interactome AI-1 (2011) 4,866 11,374 4.67 9.96 22.76 119.56 -0.18 0.04 14 0.93 Undirected Unipartite 1 Biological Protein interactions Unweighted Metadata
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_citation arXiv citation networks (1993-2003) 34,546 421,578 12.20 30.90 74.33 63.13 -0.01 0.15 14 1.00 Directed Unipartite 2 Informational Citation Unweighted
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
as_skitter Skitter IP graph (2005) 1,696,415 11,095,298 13.08 136.86 653.66 2574.51 -0.08 0.01 31 1.00 Undirected Unipartite 1 Technological Communication Unweighted
as_topology_sources Internet AS-level topologies from three data sources (2004) 17,446 40,805 4.68 35.10 67.02 33.77 -0.19 0.02 10 1.00 Undirected Unipartite 4 Technological Communication Unweighted
at_migrations Austrian internal migrations (2002-2021) 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 Political Timestamps Metadata
australian_bank Australian bank branch relations (2000) 11 128 11.64 7.45 7.56 0.85 -0.19 0.79 2 1.00 Directed Unipartite 1 Social Offline Multilayer Unweighted Metadata
australian_embassy_bombing Australian embassy bombing network (2004) 27 3 0.22 0.42 1.00 nan nan 0.00 1 0.07 Undirected Bipartite 12 Social Offline Weighted Temporal
baad_terrorist_orgs Big Allied and Dangerous terrorist organisations (1998-2005) 459 394 1.72 4.31 1.00 0.03 -0.31 0.00 2 0.16 Undirected Bipartite 2 Social Affiliation Unweighted Projection Metadata
bacillus_megaterium_metabolism Bacillus megaterium metabolic network (2019) 4,179 9,662 2.31 15.87 24.76 28.73 -0.10 0.00 12 0.98 Directed Bipartite 1 Biological Metabolic Unweighted Metadata
bag_of_words Bag of words (2008) 8,341,043 483,450,157 115.92 3196.79 3405.63 2.29 -0.16 0.00 5 1.00 Undirected Bipartite 5 Informational Text Bipartite Weighted Metadata
baidu Baidu Baike hyperlinks (2011) 2,141,300 17,794,839 8.31 171.13 431.03 319.36 -0.03 0.00 20 0.98 Directed Unipartite 1 Informational Web graph Unweighted
bali_bombing_2005 Bali bombing network (2005) 27 4 0.30 0.53 1.00 nan -0.33 0.00 2 0.11 Undirected Bipartite 19 Social Offline Weighted Temporal
bank_wiring_room Bank wiring room (1939) 14 28 4.00 1.89 4.23 16.50 0.33 0.80 4 0.86 Undirected Unipartite 6 Social Offline Unweighted 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
berkstan_web Webgraph (Berkeley-Stanford) 685,231 7,600,595 11.09 285.98 663.80 389618.19 -0.10 0.01 208 0.96 Directed Unipartite 1 Informational Web graph Unweighted
bible_nouns Bible noun phrases 1,773 9,131 10.30 17.87 37.62 16.49 -0.05 0.16 8 0.96 Undirected Unipartite 1 Informational Language Weighted Metadata
bibsonomy BibSonomy tag assignments (2005-2009) 972,120 2,555,080 5.26 201.14 167.83 9651.27 -0.05 0.00 22 0.96 Undirected Bipartite 1 Informational Folksonomy Unweighted Multigraph Timestamps
bitcoin Bitcoin transactions (2009-2013) 6,336,770 16,057,711 2.53 396.54 358.35 231730.89 -0.07 0.00 2,053 0.99 Directed Unipartite 1 Economic Cryptocurrency Unweighted Timestamps
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
bks_interactions Bernard-Killworth-Sailer informant accuracy networks (1976-1980) 58 967 33.34 11.43 35.98 0.69 -0.12 0.71 3 1.00 Undirected Unipartite 8 Social Offline Weighted
blogcatalog_asu BlogCatalog bloggers and friendships (2009, 2010) 97,884 2,043,701 20.88 303.71 619.97 3.28 -0.23 0.06 5 1.00 Directed Unipartite 2 Social Online Unweighted Metadata
blumenau_drug Blumenau drug interactions (2019) 75 181 4.83 4.30 6.57 4.59 -0.31 0.11 6 1.00 Undirected Unipartite 1 Biological Drug interactions Weighted Metadata
bnlearn bnlearn Bayesian network repository (1988-2005) 1,041 1,397 1.34 3.12 7.70 92.99 -0.05 0.00 16 1.00 Directed Unipartite 24 Informational Unweighted Metadata
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
bookcrossing BookCrossing ratings (2004) 445,801 1,149,739 5.16 45.45 134.05 187.56 -0.08 0.00 19 0.94 Undirected Bipartite 1 Economic Preferences Weighted Metadata
brain_coactivation Human brain functional coactivation and resting-state networks (2013) 638 18,625 58.39 33.71 88.70 4.91 0.38 0.41 4 1.00 Undirected Unipartite 2 Biological Connectome Weighted Metadata
budapest_connectome Budapest Reference Connectome 3.0 1,015 71,604 141.09 71.68 179.75 50.94 0.03 0.56 5 1.00 Undirected Unipartite 9 Biological Connectome Weighted
caida_as CAIDA AS graphs (2004-2007) 26,475 106,762 4.03 66.75 59.41 88.81 -0.19 0.01 17 1.00 Directed Unipartite 122 Technological Communication Unweighted Temporal
california_estuaries California estuary food webs with parasites (2011) 500 11,270 22.54 40.47 68.45 3.83 -0.46 0.10 4 1.00 Directed Unipartite 4 Biological Food web Unweighted Metadata
cambrian_food_webs Cambrian food webs (2008) 142 771 5.43 12.40 22.87 14.50 -0.43 0.24 4 1.00 Directed Unipartite 2 Biological Food web Weighted Metadata
cat_cortex Cat cerebral cortex connectome (1995) 65 1,139 17.52 16.24 25.77 2.32 0.01 0.60 3 1.00 Directed Unipartite 1 Biological Connectome Unweighted
cat_corticothalamic Cat cortico-thalamic connectivity (Scannell, 1999) 95 2,126 22.38 23.67 30.79 2.39 -0.06 0.48 4 1.00 Directed Unipartite 2 Biological Connectome Weighted Metadata
caviar Caviar drug trafficking network (1994-1996) 110 295 2.68 10.51 7.93 5.68 -0.36 0.14 5 1.00 Directed Unipartite 12 Social Communication Weighted Temporal
celegans_2019 Complete C. elegans neurons (2019) 586 1,758 6.00 6.71 16.46 107.44 0.24 0.22 17 0.83 Undirected Unipartite 12 Biological Connectome Weighted
celegans_extrasynaptic C. elegans extrasynaptic monoamine and neuropeptide networks (2016) 251 3,162 12.60 53.12 45.15 2.68 -0.72 0.17 3 1.00 Directed Unipartite 6 Biological Connectome Unweighted Multigraph Multilayer
celegans_genetic_byrne C. elegans genetic interaction similarity (2007) 454 49,651 218.73 103.95 259.14 1.11 -0.25 0.70 2 1.00 Undirected Unipartite 1 Biological Genetic Weighted Projection
celegans_interactomes C. elegans interactomes (2009) 6,176 178,151 57.69 123.63 361.03 114.24 0.16 0.47 12 0.97 Undirected Unipartite 10 Biological Protein interactions Unweighted
celegans_kaiser C. elegans neurons with spatial positions (2006) 277 2,105 7.60 12.01 21.59 6.11 -0.04 0.22 6 1.00 Directed Unipartite 1 Biological Connectome Unweighted Spatial Metadata
celegans_male C. elegans male posterior connectome (2012) 272 4,451 16.36 24.67 34.23 3.72 0.09 0.33 5 0.99 Directed Unipartite 1 Biological Connectome Weighted
celegans_metabolic Metabolic network (C. elegans) 453 4,596 20.29 52.23 23.97 21.93 -0.06 0.35 7 1.00 Undirected Unipartite 1 Biological Metabolic Unweighted
celegans_varshney C. elegans hermaphrodite somatic neurons (2011) 279 3,225 11.56 19.25 24.37 5.67 -0.08 0.23 5 1.00 Directed Unipartite 1 Biological Connectome Weighted Multigraph Metadata
celegansneural C. elegans neurons (1986) 297 2,359 7.94 14.12 22.76 4.78 -0.15 0.20 5 1.00 Directed Unipartite 1 Biological Connectome Weighted
centrality_literature Centrality literature citations (1948-1979) 129 613 4.75 10.35 17.86 3.00 -0.20 0.27 4 0.91 Directed Unipartite 1 Informational Citation Weighted Metadata
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
chad_dogs Free-ranging dog contact networks in rural Chad (2016) 60 191 6.37 3.06 7.90 66.13 0.15 0.50 8 1.00 Undirected Unipartite 2 Social Animal Offline Weighted Metadata
charnet Character encounter networks of books (CharNet, 2017) 249 446 3.58 11.51 10.89 8.46 -0.40 0.05 6 0.96 Undirected Unipartite 12 Social Fictional Weighted Metadata
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
chicago_road Chicago road network 12,982 39,018 3.01 2.37 3.06 7577.38 -0.00 0.04 106 1.00 Directed Unipartite 1 Transportation Roads Weighted Metadata Spatial
chilean_power_grid Central Chilean power grid (2016) 347 444 2.56 1.97 2.82 380.57 -0.08 0.09 23 1.00 Undirected Unipartite 3 Technological Power grid Weighted Spatial Metadata Timestamps
christmas_eve_bombings Christmas Eve bombings network (2000) 45 23 1.02 2.07 3.85 3.92 -0.35 0.59 4 0.27 Undirected Unipartite 12 Social Offline Weighted Temporal
ciel Ciel drug importation network (1996-1997) 25 45 1.80 3.71 2.84 6.72 -0.46 0.15 5 1.00 Directed Unipartite 1 Social Communication Weighted
cintestinalis Tadpole larva brain (C. intestinalis) 205 2,903 14.16 18.74 36.23 3.85 0.20 0.36 6 1.00 Directed Unipartite 1 Biological Connectome Weighted
citeseer CiteSeer citations (2014) 384,413 1,751,463 4.56 18.85 52.88 582.06 -0.06 0.05 34 0.95 Directed Unipartite 1 Informational Citation Unweighted
citeulike CiteULike tag assignments (2004-2008) 885,046 2,411,819 5.45 223.79 176.10 1739.49 -0.06 0.00 24 0.97 Undirected Bipartite 1 Informational Folksonomy Unweighted Multigraph Timestamps
coastal_parasite_webs Coastal food webs with metazoan parasites (2013) 214 5,653 26.42 34.12 61.82 1.83 -0.10 0.33 4 1.00 Directed Unipartite 7 Biological Food web Unweighted Metadata
cocaine_dealing_nyc New York cocaine trafficking (2000) 28 40 1.43 4.34 3.52 2.73 -0.56 0.12 4 1.00 Directed Unipartite 1 Social Communication Weighted
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 Unweighted Multigraph 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 Temporal Multigraph Metadata
collins_philosophers Collins philosopher networks (1998) 1,307 438 0.67 1.42 7.25 19.93 0.48 0.17 8 0.02 Undirected Unipartite 2 Social Offline Signed Metadata
collins_yeast Collins yeast interactome (2007) 1,622 9,070 11.18 16.23 58.74 630.48 0.61 0.62 15 0.62 Undirected Unipartite 1 Biological Protein interactions Unweighted
colobus_monkeys Colobus monkey greeting and grooming (2006) 10 105 10.50 3.35 7.81 0.44 -0.12 0.90 2 1.00 Directed Unipartite 1 Social Animal Multilayer Weighted Metadata
colombia_calls_mobility Colombian municipality call and mobility networks (2014) 863 438,484 508.09 402.77 615.37 0.64 -0.22 0.80 3 1.00 Directed Unipartite 2 Social Communication Travel Weighted Metadata
colombia_urban_mobility Urban trips in Medellín and Manizales, Colombia (2005) 413 128,634 311.46 1022.88 126.66 6.71 0.66 0.61 4 1.00 Directed Unipartite 2 Transportation Travel Multigraph Weighted Timestamps Metadata
compgeom_collab Computational geometry collaborations (2002) 7,343 11,898 3.24 6.24 27.09 337.37 0.24 0.24 14 0.49 Undirected Unipartite 1 Social Collaboration Weighted Metadata
congress_bills US Congress legislation cosponsorship (1973-2004) 283,767 2,441,799 17.21 155.80 501.89 25.65 -0.51 0.00 10 1.00 Undirected Bipartite 3 Political Social Governance Unweighted Timestamps Metadata
congress_committees US Congress committee memberships (1993-2017) 1,631 11,843 14.52 15.60 26.26 7.16 -0.63 0.00 8 1.00 Undirected Bipartite 2 Political Social Governance Affiliation Unweighted Metadata
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
contiguous_usa Contiguous states (USA) 49 107 4.37 1.57 4.17 33.83 0.23 0.41 11 1.00 Undirected Unipartite 1 Transportation Roads Unweighted
coop_purchases Coop supermarket purchases (2007-2011) 64,933 24,638,725 758.90 2980.03 2776.38 0.77 -0.46 0.00 6 1.00 Undirected Bipartite 1 Economic Commerce Weighted Multigraph Metadata
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
cora CORA citations (1998) 23,166 91,500 3.95 11.31 29.28 113.95 -0.05 0.12 20 1.00 Directed Unipartite 1 Informational Citation Unweighted Metadata
cora_arxiv_dblp Cora, arXiv and DBLP bibliometric networks (1992-2014) 1,424,895 219,173 0.15 8.15 188.47 47.18 -0.02 0.15 10 0.01 Directed Unipartite 6 Informational Citation Collaboration Unweighted
cora_linqs Cora machine learning papers (LINQS, 2000) 2,708 5,429 2.00 5.31 9.03 224.05 -0.07 0.10 19 0.92 Directed Unipartite 1 Informational Citation Unweighted Metadata Text
corporate_directors Global corporate directors (2016) 356,638 377,060 2.11 3.60 13.48 2771.10 -0.48 0.00 48 0.74 Undirected Bipartite 1 Economic Governance Unweighted Metadata
corporate_interlocks_nl_de Dutch and German corporate interlocks (1976) 16 60 7.50 2.69 7.38 1.11 -0.14 0.62 2 0.94 Undirected Unipartite 2 Economic Governance Weighted Projection Metadata
costa_rica_visits Visiting ties among families in Turrialba, Costa Rica (1948) 75 199 2.65 2.61 3.99 15.42 -0.17 0.26 7 1.00 Directed Unipartite 4 Social Offline Unweighted Metadata
cow_signed_relations Correlates of War signed international relations (1946-1999) 155 1,288 16.62 13.65 32.23 41.23 0.34 0.86 7 0.97 Undirected Unipartite 51 Political Conflict Signed Temporal Metadata
cpan CPAN Perl authors and distributions (2009) 2,740 5,426 1.98 21.40 19.95 44.57 -0.42 0.01 9 0.99 Directed Unipartite 2 Technological Software Social Collaboration Weighted Multigraph 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
cross_parker Cross and Parker intra-organizational networks (2004) 77 4,554 59.14 42.30 40.13 2.33 0.00 0.72 2 1.00 Directed Unipartite 2 Social Offline Multilayer Weighted 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
cs_phd Theoretical computer science PhD genealogy (1996) 1,025 1,043 1.02 2.83 2.15 1059.81 -0.25 0.00 28 1.00 Directed Unipartite 1 Social Academic graph Unweighted Metadata
currency_trading International currency trading networks (1890-1910) 45 194 4.31 10.59 10.33 2.77 -0.44 0.38 2 1.00 Directed Unipartite 3 Economic Unweighted Metadata Temporal
czech_corruption Czech corruption scandal (2013-2014) 16 50 6.25 4.07 7.67 1.03 -0.41 0.81 2 0.81 Undirected Unipartite 1 Social Offline Weighted Political
darkweb Darkweb hyperlink network (2017) 7,178 25,104 3.50 97.40 95.16 7.61 -0.44 0.01 5 1.00 Directed Unipartite 1 Informational Web graph Weighted
davis_southern_women Davis Southern women social events (1941) 32 89 5.56 2.85 5.54 4.29 -0.34 0.00 4 1.00 Undirected Bipartite 1 Social Offline Affiliation Unweighted Metadata
dawn Drug Abuse Warning Network emergency visits (2004-2011) 2,274,991 3,596,794 3.16 504.64 527.94 197.36 -0.27 0.00 12 1.00 Undirected Bipartite 2 Public Health Unweighted Timestamps Metadata
dblp_author_paper DBLP author-paper (2017-2026) 7,577,304 12,282,059 3.24 8.80 25.55 1706.70 -0.10 0.00 48 0.89 Undirected Bipartite 2 Informational Academic graph Unweighted Metadata
dblp_cite DBLP citations (2017-2026) 22,549 112,446 4.99 20.28 50.61 173.65 -0.02 0.08 14 0.98 Directed Unipartite 2 Informational Citation Unweighted Metadata
dblp_coauthor DBLP co-authorships (2017-2026) 4,179,579 63,062,222 30.18 127.26 449.72 1005.48 0.47 0.34 19 0.95 Undirected Unipartite 2 Social Collaboration Unweighted Multigraph Projection Timestamps Metadata
dblp_coauthor_law DBLP co-authorships (2010, 2011) 986,324 3,353,618 6.80 12.98 117.02 376.24 0.13 0.20 23 0.82 Undirected Unipartite 2 Social Collaboration Unweighted 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 Weighted Projection
dbpedia_all DBpedia network (v3.9, 2013) 3,966,924 13,820,853 3.48 305.50 462.92 3010.68 -0.04 0.00 67 0.99 Directed Unipartite 1 Informational Relatedness Unweighted Multigraph Metadata
dbpedia_country Entity-Country Affiliations (DBpedia, 2013) 592,414 637,134 2.15 194.87 108.01 3362.64 -0.29 0.00 18 0.99 Undirected Bipartite 1 Informational Affiliation Unweighted Metadata
dbpedia_genre DBpedia work-genre network (2013) 266,717 463,497 3.48 99.88 99.62 1327.48 -0.24 0.00 32 0.97 Undirected Bipartite 1 Informational Relatedness Unweighted Metadata
dbpedia_link English Wikipedia hyperlinks (DBpedia 3.9, 2013) 18,268,992 172,183,984 9.42 320.73 738.43 246.78 -0.02 0.01 12 1.00 Directed Unipartite 1 Informational Web graph Weighted Metadata
dbpedia_location DBpedia entity-location network (2013) 225,498 293,697 2.60 32.95 39.32 2622.60 -0.06 0.00 27 0.81 Undirected Bipartite 1 Informational Relatedness Unweighted Metadata
dbpedia_occupation Person-Occupation Affiliations (DBpedia, 2013) 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 Metadata
dbpedia_producer DBpedia producer network (2013) 187,677 207,268 2.21 6.70 17.20 5734.04 -0.14 0.00 50 0.59 Undirected Bipartite 1 Economic Production Unweighted Metadata
dbpedia_recordlabel DBpedia artist-label affiliations (2013) 186,758 233,286 2.50 39.34 36.38 410.47 -0.19 0.00 23 0.91 Undirected Bipartite 1 Economic Employment Unweighted Metadata
dbpedia_starring DBpedia film-actor network (2013) 157,184 281,396 3.58 5.66 20.98 815.71 -0.11 0.00 38 0.85 Undirected Bipartite 1 Economic Employment Unweighted Metadata
dbpedia_team DBpedia athlete-team affiliations (2013) 935,627 1,366,466 2.92 26.71 58.80 5499.55 -0.30 0.00 41 0.94 Undirected Bipartite 1 Economic Employment Unweighted Metadata
dbpedia_writer DBpedia writer network (2013) 135,569 144,340 2.13 3.77 10.32 3914.34 -0.12 0.00 60 0.55 Undirected Bipartite 1 Economic Production Unweighted Metadata
dbtropes_feature Artistic works and their tropes (2016) 152,093 3,232,134 42.50 133.75 349.00 7.07 -0.10 0.00 10 0.85 Undirected Bipartite 1 Informational Relatedness Unweighted Multigraph Metadata
delicious del.icio.us folksonomy networks 38,289,740 301,183,605 15.73 2210.24 1336.99 710.36 -0.17 0.00 26 0.97 Undirected Bipartite 3 Informational Folksonomy Unweighted Multigraph Timestamps
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 Timestamps
digg_votes Digg story votes and friendships (2009) 279,631 1,731,658 6.19 77.76 426.20 666.20 -0.05 0.08 18 0.94 Directed Unipartite 2 Social Online Economic Preferences Multigraph Timestamps
dining_table Dining-table partners in a girls' training school (1960) 26 52 2.00 1.62 2.68 8.39 -0.24 0.11 6 1.00 Directed Unipartite 1 Social Offline Weighted Metadata
discogs_affiliation Discogs artist-label affiliations (2015) 2,025,594 14,414,659 14.23 511.56 323.69 465.25 -0.08 0.00 22 0.95 Undirected Bipartite 1 Economic Employment Affiliation Unweighted Multigraph Timestamps Metadata
discogs_genre Discogs artist-genre and artist-style affiliations (2015) 2,973,031 5,451,411 3.67 1149.03 1025.78 4.27 -0.56 0.00 4 1.00 Undirected Bipartite 2 Informational Relatedness Affiliation Weighted Metadata
discogs_label Discogs label-genre and label-style affiliations (2015) 497,332 913,948 3.68 485.15 434.84 4.47 -0.55 0.00 4 1.00 Undirected Bipartite 2 Informational Relatedness Affiliation Weighted Metadata
diseasome Human disease network (diseasome, 2005) 1,419 1,550 2.18 2.99 3.38 1547.80 -0.26 0.00 30 1.00 Undirected Bipartite 1 Biological Unweighted Metadata
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 Weighted 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
dolphins_caravelas Guiana dolphin social network (2012) 33 306 18.55 7.12 19.99 0.86 -0.20 0.74 2 1.00 Undirected Unipartite 1 Social Animal Offline Weighted
dolphins_laguna Laguna bottlenose dolphin social network (2012) 35 425 24.29 3.86 23.84 0.83 -0.08 0.75 2 1.00 Undirected Unipartite 1 Social Animal Offline Weighted
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
domestic_terror_web US domestic extremist websites (2005) 32 88 2.75 3.84 3.03 18.17 -0.31 0.23 6 1.00 Directed Unipartite 1 Informational Web graph Unweighted
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
drosophila_flybi Fruit fly protein interactions (Drosophila melanogaster) 2,939 8,723 5.94 10.72 25.26 52.25 -0.12 0.04 10 0.92 Undirected Unipartite 1 Biological Protein interactions Unweighted
drugnet Hartford drug users (2002) 293 337 1.15 2.40 3.53 201.29 0.02 0.13 18 0.66 Directed Unipartite 1 Social Offline Unweighted Metadata
dutch_classrooms Dutch Social Behavior study classrooms (1994-1996) 91 176 1.93 3.41 4.48 216.73 -0.04 0.36 15 0.84 Directed Unipartite 38 Social Offline Unweighted Metadata Temporal
dutch_criticism Dutch literary 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_elite Dutch administrative elite (2006) 4,747 5,221 2.20 3.01 4.29 411.00 -0.24 0.00 22 0.76 Undirected Bipartite 2 Social Affiliation Unweighted Metadata
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
ecoli_transcription E. coli transcription network (2002) 424 577 1.36 4.88 6.12 141.95 -0.19 0.02 13 0.78 Directed Unipartite 2 Biological Gene regulation Unweighted
edit_wikibooks Wikibooks edits (2001-2026) 328,993 2,233,443 13.58 331.87 225.77 657.63 -0.12 0.00 13 0.95 Undirected Bipartite 122 Informational Web graph Collaboration Multigraph Timestamps Metadata
edit_wikinews Wikinews edits (2004-2026) 2,766,389 4,035,910 2.92 1560.39 154.80 1754.88 -0.49 0.00 13 1.00 Undirected Bipartite 36 Informational Web graph Collaboration Multigraph Timestamps Metadata
edit_wikiquote Wikiquote edits (2003-2026) 186,686 1,271,653 13.62 461.41 226.18 171.85 -0.22 0.00 12 0.96 Undirected Bipartite 100 Informational Web graph Collaboration Multigraph Timestamps Metadata
edit_wiktionary Wiktionary edits (2002-2026) 5,892,253 44,788,448 15.20 4944.76 2626.09 228.52 -0.28 0.00 13 1.00 Undirected Bipartite 198 Informational Web graph Collaboration Multigraph Timestamps Metadata
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 Multigraph Metadata
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 Metadata
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
email_enron_core Enron core employee emails (1998-2002) 11,028 26,914 4.88 34.34 40.70 74.95 -0.44 0.00 10 1.00 Undirected Bipartite 1 Social Communication Unweighted Timestamps Metadata
email_enron_law Enron email network (LAW) 69,244 276,143 3.99 39.10 131.66 715.95 -0.16 0.09 14 0.98 Directed Unipartite 1 Social Communication Unweighted
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
email_eu_core Email recipients at a European research institution (2003-2005) 236,268 562,599 4.76 67.64 96.60 240.66 -0.40 0.00 14 1.00 Undirected Bipartite 1 Social Communication Unweighted Timestamps Metadata
enron_emails_cmu Enron email corpus (1998-2002) 342,738 1,617,516 9.44 75.10 192.63 1290.69 -0.13 0.00 24 0.97 Undirected Bipartite 1 Social Communication Unweighted Timestamps Metadata
enron_priebe Enron email network of Priebe et al. (1998-2002) 184 38,184 207.52 602.20 34.26 25.93 0.37 0.63 4 0.99 Directed Unipartite 1 Social Communication Unweighted Multigraph Timestamps Metadata
epinions Epinions product ratings (2005) 876,252 13,668,320 31.20 396.37 838.83 45.13 -0.12 0.00 12 1.00 Undirected Bipartite 1 Economic Preferences Timestamps Weighted
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
eu_airlines European airline network 450 3,588 15.95 27.12 40.73 11.86 -0.05 0.38 7 0.93 Undirected Unipartite 1 Transportation Airport Multilayer Unweighted
eu_copatenting European patents and applicant institutions (1978-2015) 3,098,080 2,970,404 1.92 55.05 74.64 29432.09 -0.10 0.00 41 0.60 Undirected Bipartite 1 Economic Production Unweighted Metadata
eu_procurements EU procurement contract networks (2008-2016) 839,824 4,098,711 9.76 118.22 145.81 1947.04 0.14 0.00 23 0.97 Undirected Bipartite 235 Economic Commerce Weighted Temporal Metadata
euroroad Euroroad network (2011) 1,174 1,417 2.41 1.19 2.56 1862.35 0.13 0.03 62 0.89 Undirected Unipartite 1 Transportation Roads Unweighted Multigraph Metadata
eva_ownership EVA corporate ownership network (2002) 8,325 6,726 0.81 9.03 5.28 1477.84 -0.18 0.00 18 0.54 Directed Unipartite 1 Economic Commerce Unweighted Metadata
faa_routes FAA Preferred Routes (2010) 1,226 2,615 2.13 4.33 7.59 77.62 0.05 0.07 17 1.00 Directed Unipartite 1 Transportation Airport Unweighted
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 (2012) 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_slavko Facebook friendships of an ego network (2011) 334 2,218 13.28 10.42 23.57 14.44 0.25 0.47 7 0.97 Undirected Unipartite 1 Social Online Unweighted
facebook_wall Facebook wall posts and friendships (2009) 63,731 1,545,686 24.25 75.82 130.82 54.49 0.17 0.15 15 0.99 Directed Unipartite 2 Social Online Communication Timestamps Multigraph
faculty_hiring Faculty hiring networks (Comp. Sci., Business, History) 206 4,988 24.21 62.95 41.69 2.28 -0.07 0.38 3 1.00 Directed Unipartite 3 Economic Employment Weighted Metadata
faculty_hiring_us Faculty hiring networks in the US (2022) 3,284 61,936 18.86 106.02 219.18 1.45 -0.25 0.49 5 1.00 Directed Unipartite 116 Economic Employment Weighted Metadata
fao_trade FAO Multiplex Trade Network 214 318,346 1487.60 4196.88 116.49 1.36 -0.10 0.93 4 1.00 Directed Unipartite 1 Economic Trade Weighted Multilayer
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
fifa_committees FIFA standing committees (2006, 2015) 450 5,022 22.32 13.87 34.13 39.91 0.12 0.65 4 0.92 Undirected Unipartite 2 Social Affiliation Weighted Projection
flavor_network Food ingredients, flavor compounds and recipes (2011) 58,074 476,250 16.40 252.84 255.25 4.26 -0.39 0.00 7 1.00 Undirected Bipartite 2 Chemical Online Unweighted Metadata
flensburg_fjord Flensburg Fjord food web with parasites (2011) 180 1,577 8.76 18.49 29.98 4.70 -0.45 0.18 5 1.00 Directed Unipartite 1 Biological Food web Unweighted Metadata
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_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
flickr_images Flickr image relationships (2012) 105,938 2,316,948 43.74 115.58 614.42 5578.70 0.25 0.40 9 1.00 Undirected Unipartite 1 Informational Folksonomy Unweighted Projection
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
fly_hemibrain Fly hemibrain (2020) 21,739 4,259,624 195.94 419.23 493.08 18.04 0.00 0.25 5 1.00 Directed Unipartite 1 Biological Connectome Weighted Metadata
fly_larva Drosophila larva brain (2023) 2,956 116,922 39.55 56.78 109.29 17.48 0.33 0.30 9 1.00 Directed Unipartite 1 Biological Connectome Weighted Multigraph Metadata
fly_medulla Drosophila optic medulla connectome (2013) 1,781 33,641 18.89 390.12 41.93 4.94 -0.32 0.08 6 0.99 Directed Unipartite 1 Biological Connectome Unweighted Multigraph Metadata
flying_teams Flying teams of cadet pilots (1943) 48 353 7.35 5.00 12.23 2.40 0.04 0.36 3 1.00 Directed Unipartite 1 Social Offline Signed Metadata
foldoc FOLDOC entries (2002) 13,356 120,238 9.00 16.01 32.39 13.39 0.00 0.16 8 1.00 Directed Unipartite 1 Informational Web graph Weighted Metadata
foodweb_little_rock Little Rock Lake food web (1991) 183 2,494 13.63 21.73 40.62 4.39 -0.24 0.35 4 1.00 Directed Unipartite 1 Biological Food web Unweighted Metadata
foodweb_ulanowicz Ulanowicz ecosystem flow networks (1989-2002) 128 2,137 16.70 16.31 38.91 1.69 -0.12 0.32 3 1.00 Directed Unipartite 21 Biological Food web Weighted Metadata
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
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_global Foursquare global check-ins and friendships (2012-2014) — — — — — — — — — — 3 Social Online Unweighted Metadata Timestamps
foursquare_nyc_tokyo Foursquare check-ins in New York and Tokyo (2012-2013) 64,151 573,703 17.89 111.42 96.53 35.91 -0.02 0.00 8 1.00 Undirected Bipartite 2 Social Online Unweighted Metadata Timestamps Multigraph Spatial
freeman_eies Freeman's EIES networks (1978) 48 695 14.48 21.52 24.73 0.78 -0.14 0.83 2 0.71 Directed Unipartite 3 Social Offline Weighted Metadata Temporal
french_financial_elite French financial elite (1990) 28 562 20.07 16.96 19.08 0.89 -0.09 0.79 2 1.00 Directed Unipartite 1 Social Offline Multilayer Unweighted Metadata
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
frozen Frozen character interactions (2013) 53 100 3.77 4.59 6.46 4.68 -0.34 0.28 5 0.79 Undirected Unipartite 1 Social Fictional Weighted
fullerene_structures Fullerene molecular structures (2017) 6,000 9,000 3.00 0.00 2.00 1241.32 nan 0.00 99 1.00 Undirected Unipartite 15 Chemical Unweighted Spatial
funcoup_cancer Human functional gene coupling network (2014) 19,028 974,427 102.42 202.80 602.64 16.29 0.15 0.28 8 0.99 Undirected Unipartite 1 Biological Protein interactions Unweighted
galesburg_physicians Galesburg physicians (1955) 31 78 2.52 2.66 4.46 9.68 -0.00 0.29 6 1.00 Directed Unipartite 2 Social Offline Unweighted 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
garfield_citations Garfield's HistCite citation networks (1946-2002) 8,843 41,609 4.71 22.19 40.17 843.76 -0.10 0.06 16 0.93 Directed Unipartite 8 Informational Citation Unweighted Metadata
gateway_foodwebs GATEWAy global food web database (2018) 19,212 222,151 11.56 25.53 102.88 8.58 0.43 0.44 8 0.03 Directed Unipartite 1 Biological Food web Unweighted Metadata Multigraph
gb_public_transport Great Britain public transport networks (2011) 16,259 18,295 2.25 0.70 4.34 15895.56 0.19 0.02 249 1.00 Undirected Unipartite 6 Transportation Public Transport Spatial Unweighted Metadata
gd2006_java Java class compile-time dependencies (JDK 1.4.2) 1,538 8,032 5.22 28.77 37.85 49.87 -0.15 0.06 7 1.00 Directed Unipartite 1 Technological Software Unweighted
gd2006_world_cup FIFA World Cup matches (1930-2006) 79 708 8.96 18.97 19.64 1.32 -0.02 0.51 4 1.00 Directed Unipartite 1 Social Offline Sports Unweighted Multigraph Temporal Metadata
gelada_baboons Gelada baboon grooming (1975) 14 23 3.29 1.71 2.80 3.82 -0.58 0.29 4 1.00 Undirected Unipartite 2 Social Animal Weighted Metadata
genetic_multiplex Multiplex genetic interactions (2014) 18,222 170,899 9.38 100.44 122.68 14.20 -0.06 0.03 9 1.00 Directed Unipartite 19 Biological Gene regulation Protein interactions Unweighted Multilayer
german_autobahn German highway system (2002) 1,168 1,243 2.13 0.92 2.04 694.36 0.03 0.00 62 1.00 Undirected Unipartite 1 Transportation Roads Unweighted Spatial
german_polisci German political science authors and publications (2009-2013) 26,123 29,661 2.27 7.03 12.90 2394.12 -0.39 0.00 42 0.66 Undirected Bipartite 1 Social Collaboration Affiliation Unweighted Metadata
german_power_grid German high-voltage transmission grid (2014) 231 304 2.63 1.55 2.42 139.70 -0.20 0.08 22 1.00 Undirected Unipartite 5 Technological Power grid Weighted Spatial Metadata
gerstein_regulatory Gerstein lab regulatory network hierarchies (2006-2010) 4,441 12,873 2.90 22.04 30.68 4.17 -0.60 0.01 6 1.00 Directed Unipartite 10 Biological Gene regulation Unweighted Metadata
giraffes Captive giraffe social relationships (2007) 6 90 15.00 0.00 4.00 0.03 nan 0.83 1 1.00 Directed Unipartite 1 Social Animal Multilayer Weighted Metadata
github GitHub contest (2009) 177,386 440,237 4.96 24.06 116.01 263.68 -0.04 0.00 22 0.79 Undirected Bipartite 1 Economic Preferences Unweighted Metadata
global_language_network Global language networks (2014) 247 545 2.21 13.52 9.69 8.26 -0.49 0.06 4 1.00 Directed Unipartite 3 Informational Language Weighted Metadata
global_suicide_attacks Global suicide-attack network (1985-2006) 31 37 2.39 2.59 4.12 6.59 -0.23 0.52 4 0.55 Undirected Unipartite 17 Social Offline Unweighted Temporal
gnutella Gnutella p2p networks (2002) 62,586 147,892 2.36 5.70 11.48 16.19 -0.09 0.00 11 1.00 Directed Unipartite 9 Technological Peer-to-peer Unweighted
google Google internal webpages (2007) 15,763 171,206 10.86 129.67 156.83 213.26 -0.11 0.02 7 1.00 Directed Unipartite 1 Informational Web graph Unweighted
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
google_web Old Google web graph (2002) 916,428 5,105,039 5.57 39.82 101.24 3384.37 -0.05 0.09 24 0.93 Directed Unipartite 1 Informational Web graph Unweighted
graph_glossary Graph theory glossary (2001) 72 122 1.69 3.32 4.96 9.16 -0.17 0.18 7 0.83 Directed Unipartite 1 Informational Language Unweighted Metadata
grassland_web Grassland host-parasitoid food web (1995) 75 113 1.51 2.78 3.73 35.65 -0.23 0.17 8 1.00 Directed Unipartite 1 Biological Food web Unweighted Metadata
groningen_freshmen Groningen sociology freshmen friendships (1996-1997) 38 27 0.71 1.63 1.00 2.89 -0.04 0.44 4 0.16 Directed Unipartite 5 Social Offline Weighted Metadata Temporal
hamburg_cell Hamburg cell network (2001) 34 7 0.41 0.97 2.00 inf 1.00 1.00 1 0.12 Undirected Unipartite 21 Social Offline Weighted Temporal
harry_potter_support Harry Potter peer support networks (2013) 64 36 0.56 3.13 4.03 2.74 0.09 0.76 3 0.16 Directed Unipartite 6 Social Fictional Unweighted Metadata Temporal
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 Unweighted Metadata
heroin_dealing_nyc New York heroin distribution (2006) 38 168 4.42 8.09 5.45 4.62 -0.48 0.21 4 1.00 Directed Unipartite 1 Social Communication Unweighted
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 Temporal
hint_interactomes HINT high-quality protein interactomes (2026) 22,887 595,281 52.02 128.32 298.96 5.00 -0.10 0.06 7 1.00 Undirected Unipartite 19 Biological Protein interactions Unweighted Metadata
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
hollywood_golden_age Golden Age of Hollywood actor collaborations (1909-2009) 55 1,368 24.87 23.65 24.66 1.90 0.10 0.58 3 1.00 Directed Unipartite 2 Social Collaboration Weighted Projection Timestamps Multigraph
hollywood_music Hollywood film music (1964-1976) 102 192 3.76 2.80 4.45 13.68 -0.19 0.00 10 0.99 Undirected Bipartite 1 Social Collaboration Weighted Metadata
host_pathogen_eid2 Host-pathogen interactions and pathogen locations (EID2, 1950-2012) 72,775 157,148 4.32 111.64 86.95 19.21 -0.31 0.00 8 1.00 Undirected Bipartite 2 Biological Public Health Weighted Metadata Multigraph
howler_monkeys Howler monkey co-observations (1984) 17 85 10.00 1.28 9.14 0.79 -0.06 0.60 2 1.00 Undirected Unipartite 1 Social Animal Weighted Metadata
human_brains Human brain networks 1,827,242 143,158,339 156.69 422.30 2712.71 120881.94 0.44 0.32 108 0.36 Undirected Unipartite 66255 Biological Connectome
human_cranium Human cranial measurement correlation networks (1973) 44 946 43.00 0.00 42.00 0.03 nan 1.00 1 1.00 Undirected Unipartite 3 Biological Weighted Signed
human_interactome_2014 Human interactome HI-II-14 and Lit-BM-13 (2014) 5,545 11,045 3.98 6.24 14.61 65.59 -0.02 0.04 15 0.89 Undirected Unipartite 2 Biological Protein interactions Unweighted Metadata
human_populations_microsat Human population genetic differentiation (2007) 62 1,891 61.00 0.00 60.00 inf nan 1.00 1 1.00 Undirected Unipartite 1 Biological Genetic Weighted
human_symptoms_diseases Human symptoms-disease network (2014) 4,541 147,978 65.17 166.76 234.98 2.90 -0.52 0.00 6 1.00 Undirected Bipartite 2 Biological Public Health Weighted 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
imdb_actors_2004 IMDb actor collaborations (2004) 702,388 29,397,908 83.71 200.86 1398.05 802.30 0.31 0.24 14 0.97 Undirected Unipartite 1 Social Collaboration Unweighted Projection
imdb_movies_2005 IMDb actor-movie network (2005) 1,324,748 3,792,390 5.73 14.10 62.92 498.62 -0.05 0.00 24 0.88 Undirected Bipartite 1 Economic Employment Unweighted Multigraph Metadata
imrich_bibliography Graph products bibliography (1999) 674 613 1.82 1.81 3.15 203.26 -0.12 0.00 22 0.38 Undirected Bipartite 1 Social Collaboration Unweighted Metadata
india_bus_routes Bus networks of Indian cities (2016) 2,266 3,042 2.68 1.34 3.94 3095.63 0.18 0.19 98 1.00 Undirected Unipartite 6 Transportation Public Transport Weighted Multigraph Metadata
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
insna_founders INSNA founders teacher-student network (1977) 60 94 1.57 2.78 4.02 36.51 -0.24 0.05 10 1.00 Directed Unipartite 1 Social Offline Unweighted Metadata
interactome_figeys Figeys human interactome (2007) 2,239 6,452 2.88 17.01 27.83 16.04 -0.33 0.01 10 0.99 Directed Unipartite 1 Biological Protein interactions Unweighted
interactome_pdz PDZ-domain interactome (2005) 212 244 2.30 2.64 4.03 50.97 -0.36 0.00 10 0.76 Undirected Unipartite 1 Biological Protein interactions Unweighted Metadata
interactome_stelzl Stelzl human interactome (2005) 1,706 6,207 3.64 13.79 15.47 77.05 -0.18 0.01 13 0.95 Directed Unipartite 1 Biological Protein interactions Unweighted Metadata
interactome_vidal Vidal human interactome (2005) 3,133 6,726 4.29 6.88 13.91 39.11 -0.10 0.04 13 0.89 Undirected Unipartite 2 Biological Protein interactions Unweighted Metadata
interactome_yeast Jeong yeast interactome (2001) 1,870 2,277 2.44 3.16 5.84 133.86 -0.15 0.06 19 0.78 Undirected Unipartite 1 Biological Protein interactions Unweighted Metadata
internet_as Internet AS graph (2006) 22,963 48,436 4.22 32.94 64.68 51.14 -0.20 0.01 11 1.00 Undirected Unipartite 1 Technological Communication Unweighted
internet_top_pop Internet topology (PoP level) (1969-2012) 754 899 2.38 0.85 1.78 1200.87 -0.10 0.03 58 1.00 Undirected Unipartite 261 Technological Communication Unweighted Multigraph Metadata
iscas89_circuits ISCAS'89 sequential benchmark circuits (1989) 23,843 33,664 1.41 2.01 4.69 1909.75 -0.03 0.02 49 1.00 Directed Unipartite 33 Technological Unweighted Metadata
islamic_state_allegiances Islamic State allegiances (2016) 67 47 1.40 0.96 1.00 0.01 -0.48 0.00 2 0.10 Undirected Bipartite 1 Social Affiliation Unweighted
islamic_state_bbc Islamic State members (2014) 56 15 0.54 1.21 1.52 2.37 -0.39 0.26 3 0.18 Undirected Unipartite 3 Social Offline Unweighted
islamic_state_europe Islamic State network in Europe (2014-2016) 85 197 4.64 5.39 8.05 9.82 -0.20 0.32 6 0.91 Undirected Unipartite 3 Social Offline Unweighted Metadata
isle_of_man_genealogy Isle of Man genealogies (1600-2001) 3,940 6,570 1.67 2.64 4.50 6361.47 -0.23 0.28 36 0.29 Directed Unipartite 1 Social Relatedness Unweighted Metadata
italian_gangs Italian gangs 67 114 3.40 4.04 4.93 21.25 -0.35 0.21 6 0.97 Undirected Unipartite 1 Social Offline Unweighted Metadata
iui_collab Informatica and Uporabna Informatika co-authorships (2013) 2,288 4,191 3.66 5.95 11.11 826.11 0.55 0.50 20 0.24 Undirected Unipartite 1 Social Collaboration Unweighted Multigraph
jakarta_bombing_2009 Jakarta hotel bombings network (2009) 28 38 2.71 2.05 3.13 3.28 -0.28 0.36 4 0.54 Undirected Unipartite 3 Social Offline Weighted Temporal
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
jester Jester joke ratings (1999-2003) 73,521 4,136,360 112.52 1664.78 1783.91 1.15 -0.79 0.00 3 1.00 Undirected Bipartite 1 Economic Preferences Weighted Metadata
ji_koschade Jemaah Islamiyah Bali cell (2002) 17 63 7.41 2.91 7.68 5.48 -0.02 0.79 3 1.00 Undirected Unipartite 1 Social Offline Weighted
jodie_wikipedia Wikipedia page edits (JODIE, 2019) 9,227 157,474 34.13 86.40 24.32 719.63 0.18 0.00 11 0.99 Undirected Bipartite 1 Informational Web graph Multigraph Timestamps Metadata
kangaroo Grey kangaroo associations (1973) 17 91 10.71 3.86 10.99 0.85 -0.19 0.84 3 1.00 Undirected Unipartite 1 Social Animal Weighted Metadata
kansas_sar Kansas search and rescue communication (1981) 20 148 7.40 7.52 11.00 0.95 -0.29 0.69 2 1.00 Directed Unipartite 1 Social Communication Unweighted Metadata
kapferer_mine Kapferer mine workers (1969) 15 25 3.33 1.70 2.97 2.98 -0.36 0.15 5 1.00 Undirected Unipartite 2 Social Offline Unweighted Metadata
kapferer_tailor Kapferer tailor shop (1972) 39 158 8.10 4.77 9.41 2.60 -0.18 0.39 4 1.00 Undirected Unipartite 4 Social Offline Unweighted Metadata Temporal
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
kegg_metabolic Metabolic networks from KEGG (2006) 1,917 6,084 6.35 21.97 28.76 7.54 -0.20 0.04 8 0.97 Undirected Unipartite 109 Biological Metabolic Unweighted
kenya_tanzania_bombings US embassy bombings tasks (1998) 43 65 3.02 2.15 3.24 7.24 -0.07 0.00 7 1.00 Undirected Bipartite 1 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
kinophosphatome Human protein interactome and kino-phosphatome (2009) 11,120 84,776 15.25 28.56 102.13 22.54 0.04 0.23 11 0.98 Undirected Unipartite 2 Biological Protein interactions Unweighted Metadata
kleinberg_web Kleinberg web query graphs (1999) 9,664 16,150 1.67 8.49 19.98 100.13 -0.23 0.02 13 0.61 Directed Unipartite 2 Informational Web graph Unweighted Metadata
knoke_bureaucracies Knoke bureaucracies (1978) 10 49 4.90 3.46 5.72 0.84 -0.23 0.72 2 1.00 Directed Unipartite 2 Social Offline Unweighted Metadata
korea_family_planning Family planning in Korean villages (1973) 39 69 3.54 2.94 5.36 30.87 0.01 0.38 7 0.85 Undirected Unipartite 2 Social Offline Unweighted Metadata
krackhardt_kite Krackhardt's kite (1990) 10 18 3.60 1.43 3.22 4.57 0.15 0.58 4 1.00 Undirected Unipartite 1 Social Fictional Unweighted
krebs_it_department Krebs IT department collaborations 56 2,037 36.38 28.30 18.42 4.57 -0.01 0.61 3 1.00 Directed Unipartite 1 Social Offline Multilayer Weighted Metadata
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
lastfm_finland Finnish Last.fm friendships (circa 2006) 8,003 16,824 4.20 4.08 11.73 191.72 0.22 0.25 24 1.00 Undirected Unipartite 1 Social Online Unweighted
lastfm_friendships Last.fm friendships with gender (circa 2007) 188,672 517,759 5.49 7.10 24.17 204.83 0.03 0.13 20 0.97 Undirected Unipartite 1 Social Online Unweighted Metadata
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
lazy_portfolios Lazy portfolio security correlations (2008-2016) 11 55 10.00 0.00 9.00 0.03 nan 1.00 1 1.00 Undirected Unipartite 648 Economic Weighted Temporal Metadata
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
linux Linux source inclusions (v3.16) 30,837 213,954 6.94 107.79 155.62 67.60 -0.17 0.00 12 1.00 Directed Unipartite 1 Technological Software Unweighted Metadata
little_league Little League baseball teams (1987) 13 37 2.85 1.77 3.59 6.93 -0.02 0.54 4 1.00 Directed Unipartite 2 Social Offline Unweighted Metadata
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
london_bikes London bicycle sharing trips (2014) 750 1,469,851 1959.80 3187.48 399.56 5.56 0.35 0.87 3 1.00 Directed Unipartite 1 Transportation Travel Multigraph Timestamps Metadata
london_gang London street gang (2005-2009) 54 315 11.67 7.71 15.83 2.74 0.02 0.52 4 1.00 Undirected Unipartite 1 Social Offline Weighted Metadata
london_transport London Transport Network 369 441 2.39 1.07 2.42 289.34 0.17 0.05 39 1.00 Undirected Unipartite 1 Transportation Public Transport Multilayer Weighted
macaque_cocomac Macaque cortex CoCoMac connectome (2012) 242 4,090 16.90 26.03 37.35 3.39 -0.05 0.36 4 1.00 Directed Unipartite 1 Biological Connectome Unweighted
macaque_cortex_kaiser Macaque cortical connectivity with spatial positions (95 areas) 94 2,390 25.43 25.57 38.27 6.64 -0.10 0.75 4 1.00 Directed Unipartite 1 Biological Connectome Unweighted Spatial Metadata
macaque_markov Macaque interareal cortical networks of Markov et al. (2013-2014) 93 2,667 28.68 42.12 58.11 0.03 -0.53 0.75 2 1.00 Directed Unipartite 3 Biological Connectome Weighted Multigraph Metadata
macaque_neural Macaque cortical connectivity (Young 1993; CoCoMac 2007) 71 746 10.51 11.69 15.17 5.50 0.02 0.44 5 1.00 Directed Unipartite 2 Biological Connectome Unweighted
macaque_visual_cortex Macaque visual cortex connectivity (Felleman-Van Essen, 1991) 32 315 9.84 8.75 12.95 2.28 -0.06 0.58 3 1.00 Directed Unipartite 2 Biological Connectome Unweighted
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 Metadata
madoff_feeders Madoff fraud money flows (2009) 61 60 0.98 3.44 1.00 32.88 -0.37 0.00 7 1.00 Directed Bipartite 1 Economic Unweighted
madrid_bombing_jjatt Madrid train bombing network, JJATT (2004) 54 4 0.15 0.36 1.00 nan nan 0.00 1 0.04 Undirected Bipartite 19 Social Offline Weighted Temporal
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 Weighted Projection Multigraph
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 Weighted Projection Multigraph
malaria_genes Malaria var DBLa HVR networks 307 2,812 18.32 11.05 35.20 76.31 0.60 0.59 8 1.00 Undirected Unipartite 10 Biological Genetic Unweighted Projection Metadata Multilayer
mali_terrorists Mali terrorist network (2010-2012) 36 67 3.72 2.83 4.60 16.78 -0.24 0.39 7 1.00 Undirected Unipartite 1 Social Offline Unweighted
mammal_virus_hp3 Mammal-virus associations (2017) 1,340 2,805 4.19 10.31 13.83 20.32 -0.15 0.00 10 0.98 Undirected Bipartite 1 Biological Unweighted Multigraph Metadata
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 characters and comic books 19,428 95,497 9.83 35.13 63.41 71.09 -0.19 0.00 13 0.99 Undirected Unipartite 1 Social Fictional Affiliation Unweighted Metadata
matpower MATPOWER power grid test cases (1962-2025) 82,000 104,121 1.27 1.62 5.37 56975.45 0.25 0.03 127 0.85 Directed Unipartite 77 Technological Power grid Weighted Metadata
mcgrew_preschool McGrew preschool dominance (1972) 19 32 1.68 2.60 3.56 8.38 0.07 0.31 6 0.89 Directed Unipartite 1 Social Offline Weighted Metadata
meetup_dublin Dublin Meetup groups co-membership network (2018) 1,482 708,163 955.69 315.35 1051.01 0.93 -0.15 0.78 4 1.00 Undirected Unipartite 1 Social Online Projection Weighted Metadata
messal_shale Messel Shale food web (2014) 700 6,444 9.21 18.74 32.84 4.74 -0.16 0.08 6 1.00 Directed Unipartite 1 Biological Food web Uncertain Weighted Metadata
metal_trade World trade in manufactures of metal (1994) 80 1,000 12.50 20.42 28.79 1.75 -0.29 0.53 3 1.00 Directed Unipartite 1 Economic Trade Weighted Metadata
mexican_drug_trafficking Mexican drug trafficking organizations and municipalities (1990-2010) 2,467 6,228 5.05 50.00 31.68 2.40 -0.67 0.00 4 0.31 Undirected Bipartite 1 Social Offline Unweighted Metadata Temporal Multigraph
mexican_elite Mexican political elite (1910-1994) 35 117 6.69 3.27 6.98 4.21 -0.18 0.36 4 1.00 Undirected Unipartite 1 Social Political Unweighted Metadata
microsoft_concept Microsoft Concept Graph 16,936,670 33,377,320 3.94 196.69 744.91 17939.31 -0.06 0.00 22 0.89 Undirected Unipartite 1 Informational Relatedness Weighted
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 6 Social Online Unweighted Affiliation Metadata
mist MIST protein interaction database (2020) 109,706 2,864,523 52.22 102.93 252.64 5.34 -0.10 0.07 7 0.15 Undirected Unipartite 34 Biological Protein interactions Unweighted
modern_math Modern math diffusion among school superintendents (1958-1963) 38 76 2.00 2.96 3.83 7.24 0.08 0.23 5 0.79 Directed Unipartite 2 Social Offline Unweighted Metadata
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 Unweighted
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
mosquito_ppi Mosquito predicted protein interactions (2010) 6,263 64,449 20.58 45.87 156.48 39.09 0.20 0.34 10 0.98 Undirected Unipartite 1 Biological Protein interactions Weighted Metadata
mouse_mesoscale Mouse brain mesoscale connectome (2014) 1,061 238,510 449.59 88.64 462.07 0.59 -0.49 0.00 3 1.00 Undirected Bipartite 2 Biological Connectome Weighted Metadata
mouse_retina Mouse retina inner plexiform layer contacts (2013) 1,123 577,350 1028.23 1104.40 254.97 3.18 0.02 0.61 4 0.96 Undirected Unipartite 1 Biological Connectome Weighted Multigraph Spatial Metadata
mouse_visual_cortex Mouse visual cortex neurons (2011) 195 214 1.10 4.86 2.83 59.88 -0.84 0.00 8 0.99 Directed Unipartite 2 Biological Connectome Weighted Metadata
moviegalaxies Moviegalaxies movie character networks (2018) 109 326 5.98 10.78 11.86 3.22 -0.36 0.16 3 1.00 Undirected Unipartite 773 Social Fictional Weighted
movielens_100k MovieLens 10M tag assignments (2005-2009) 24,129 95,580 7.92 22.20 40.18 39.85 -0.03 0.00 14 0.98 Undirected Bipartite 1 Informational Folksonomy Unweighted Multigraph Timestamps Metadata
musculoskeletal Human musculoskeletal network (2018) 443 1,010 4.56 4.43 10.21 198.17 0.07 0.00 22 1.00 Undirected Bipartite 2 Biological Unweighted Metadata
myocardial_inflamome Myocardial infarction inflammation protein interactions (2011) 2,531 6,131 4.84 17.55 28.24 24.11 -0.33 0.02 10 1.00 Undirected Unipartite 1 Biological Protein interactions Unweighted Metadata
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
n17_greece Revolutionary Organization 17 November (1975-2002) 30 52 3.47 3.26 4.85 2.18 -0.39 0.00 4 0.73 Undirected Bipartite 6 Social Offline Unweighted Temporal Projection
ncaa_basketball_2017 NCAA men's basketball tournament teams (2016-2017) 60 260 4.33 5.52 7.50 5.58 0.34 0.47 5 0.93 Directed Unipartite 1 Social Sports Multigraph Timestamps
ndc_drugs FDA National Drug Code directory (2017) 118,475 227,494 3.84 43.93 90.31 5904.75 -0.17 0.00 24 0.67 Undirected Bipartite 2 Public Health Chemical Unweighted Timestamps Metadata
ndrangheta_summits 'Ndrangheta summits (2007-2009) 203 455 4.48 4.54 7.68 34.77 -0.34 0.00 10 0.98 Undirected Bipartite 1 Social Offline Unweighted
nematode_mammal Global helminth–host associations (NHM, 2018) 30,516 146,683 9.61 33.31 33.83 511.13 0.03 0.00 24 0.86 Undirected Bipartite 1 Biological Food web Unweighted Metadata
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
network_scientists Co-authorships among network scientists (1998-2019) 52,406 329,181 12.56 47.70 392.59 2079.06 0.99 0.98 24 0.63 Undirected Unipartite 1 Social Collaboration Projection Unweighted
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_spain_roads Travel routes in 18th century New Spain 230 245 2.13 0.98 1.74 853.58 -0.22 0.08 35 0.97 Undirected Unipartite 1 Transportation Roads Weighted Spatial
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
newcomb_fraternity Newcomb fraternity preference rankings (1956) 17 272 16.00 0.00 15.00 inf nan 0.97 1 1.00 Directed Unipartite 16 Social Offline Weighted Signed Temporal
newsgroups_words 20 Newsgroups word occurrences (1995) 16,342 65,451 8.01 64.48 77.29 4.58 -0.60 0.00 6 1.00 Undirected Bipartite 1 Text Online Unweighted Metadata
nfl_2009 NFL games (2009) 32 266 8.31 0.89 12.27 2.02 -0.05 0.61 2 1.00 Directed Unipartite 1 Social Sports Weighted Multigraph Metadata
nlwiki_link_intervals Dutch Wikipedia hyperlink intervals (2001-2011) 678,907 4,729,035 6.97 112.80 287.28 333.67 -0.03 0.03 21 0.98 Directed Unipartite 1 Informational Web graph Unweighted Timestamps Multigraph
nokia_investors Nokia investor trading correlations (1998-2002) 2,821 6,653,266 4716.96 4159.15 1500.78 1.91 0.04 0.84 2 1.00 Undirected Unipartite 3 Economic Weighted Temporal Multigraph Metadata
noordin_top Noordin Top terrorist network (2006) 79 175 4.43 6.36 12.42 4.59 -0.06 0.67 7 0.47 Undirected Unipartite 10 Social Offline Unweighted
notre_dame_web Webgraph (Notre Dame) 325,729 1,497,134 4.60 48.38 177.36 89281.26 -0.04 0.23 46 1.00 Directed Unipartite 1 Informational Web graph Unweighted
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
npm_dependencies npm software dependency network (2016) 154,744 517,098 3.34 88.06 119.72 343.25 -0.14 0.00 21 0.97 Directed Unipartite 1 Technological Software Unweighted Metadata
odlis Online Dictionary of Library and Information Science (2000) 2,909 18,419 6.33 27.49 40.26 7.25 -0.15 0.07 8 1.00 Directed Unipartite 1 Informational Language Unweighted Metadata
openflights Openflights airport network 3,214 66,771 20.78 109.43 68.15 51.53 0.00 0.34 12 0.99 Directed Unipartite 1 Transportation Airport Weighted Multigraph
openstreetmap U.S. OpenStreetMap roads (2018) 374,570 973,678 2.60 1.88 3.96 1413820.34 0.21 0.03 846 0.97 Directed Unipartite 91040 Transportation Roads Multigraph Unweighted
packet_delays Internet packet delays (2002) 10 9,567 956.70 124.82 10.00 0.29 0.02 0.89 1 1.00 Directed Unipartite 1 Technological Communication Weighted
paris_transportation Paris Transportation (2016) 42,678 51,931 1.22 1.40 1.00 0.01 -0.31 0.00 2 0.00 Directed Bipartite 1 Transportation Public Transport Multilayer Unweighted
parker_asher_classrooms Parker and Asher elementary school friendships (1993) 24 161 6.71 2.53 8.44 5.13 -0.11 0.59 3 1.00 Directed Unipartite 3 Social Offline Unweighted Metadata
paul_revere Paul Revere's Boston organisations (1775) 261 334 2.56 8.90 6.43 18.88 -0.82 0.00 6 1.00 Undirected Bipartite 2 Social Affiliation Unweighted Projection Political
penguins_kyoto Penguins of Kyoto Aquarium relationships (2020) 59 139 2.36 2.27 3.16 13.40 0.18 0.19 9 1.00 Directed Unipartite 1 Social Animal Multilayer Unweighted Metadata
petster Catster/Dogster pet social network (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 Metadata Multilayer
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
piano_codewords Classical piano codeword transitions (1703-1916) 144,183 585,154 4.06 40.74 191.24 1249.25 0.05 0.08 64 1.00 Directed Unipartite 1 Informational Weighted Metadata
pira_gill Provisional IRA members (1970-1998) 526 1,025 3.90 4.03 9.28 221.13 -0.10 0.39 17 0.74 Undirected Unipartite 5 Social Offline Unweighted Temporal Metadata
plant_fungus_japan Japanese plant-root fungal associations (2018) 8,307 30,610 7.37 33.23 57.70 8.38 -0.50 0.00 7 1.00 Undirected Bipartite 9 Biological Weighted Metadata
plant_hypocotyl Plant hypocotyl cellular connectivity (2017) 4,417 21,867 9.90 4.73 11.98 384.43 0.06 0.32 22 1.00 Undirected Unipartite 24 Biological Spatial Weighted Metadata
plant_pol_petanidou Petanidou plant-pollinator web (1983-1987) 797 2,933 7.36 11.75 19.25 4.82 -0.34 0.00 6 0.99 Undirected Bipartite 1 Biological Food web Unweighted Metadata
platynereis_connectome Platynereis dumerilii larval connectome (2025) 2,675 14,066 5.26 12.33 23.27 18.53 0.03 0.11 12 1.00 Directed Unipartite 1 Biological Connectome Weighted Metadata
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 Unweighted
pokemon Pokémon moves and encounter locations (1996-2026) 2,359 117,127 99.30 175.17 31.58 19.17 -0.11 0.00 9 0.97 Undirected Bipartite 2 Fictional Unweighted Multigraph Metadata
polblogs Political blogs network (2004) 1,490 19,090 12.81 42.93 72.56 14.66 -0.20 0.25 8 0.82 Directed Unipartite 1 Informational Web graph Unweighted Metadata
polbooks Political books network (2004) 105 441 8.40 5.45 10.63 25.95 -0.13 0.35 7 1.00 Undirected Unipartite 1 Informational Relatedness Unweighted Metadata
political_actors Political actor network (1989) 14 28 4.00 1.46 3.39 6.23 -0.28 0.52 4 1.00 Undirected Unipartite 1 Social Political Unweighted Metadata
pond_frog_populations Pond frog population genetic differentiation (2014) 27 351 26.00 0.00 25.00 inf nan 1.00 1 1.00 Undirected Unipartite 1 Biological Genetic Weighted
power Western US Power Grid 4,941 6,594 2.67 1.79 6.23 3689.25 0.00 0.10 46 1.00 Undirected Unipartite 1 Technological Power grid Unweighted
prison_gagnon Prison inmate friendships (1960) 67 182 2.72 2.71 4.36 10.41 0.17 0.31 7 1.00 Directed Unipartite 1 Social Offline Unweighted
pristionchus_pharynx Pristionchus pacificus pharyngeal neurons (2013) 54 511 9.46 22.73 8.30 5.35 -0.35 0.22 4 1.00 Directed Unipartite 2 Biological Connectome Unweighted Multigraph Metadata
product_space Atlas of Economic Complexity export network 866 2,532 5.85 7.87 24.41 144.18 0.46 0.43 21 1.00 Undirected Unipartite 2 Economic Trade Weighted Projection Metadata
prosper Prosper user loans (2005-2011) 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 Economic Weighted Multigraph Timestamps Metadata
psi Plant Photosystem I excitation energy transfer network (2020) 192 29,390 153.07 73.83 184.29 0.27 -0.09 0.99 2 1.00 Directed Unipartite 1 Biological Weighted
python_dependency Python Dependency Network 58,743 108,399 1.85 151.32 61.27 136.90 -0.21 0.00 12 0.99 Directed Unipartite 1 Technological Software 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
quakers Early Quaker social network (17th century) 119 174 2.92 3.45 5.55 10.14 -0.03 0.17 8 0.81 Undirected Unipartite 1 Social Offline Unweighted Metadata
ragusa_genealogy Ragusan nobility genealogy (12th-16th century) 5,999 11,317 1.89 2.73 5.18 439.49 -0.09 0.24 31 1.00 Directed Unipartite 2 Social Relatedness Unweighted Metadata
rat_brain_bams Rat brain BAMS connectome (2011-2013) 503 27,667 55.00 155.72 166.31 0.86 -0.59 0.35 3 1.00 Directed Unipartite 3 Biological Connectome Weighted
reactome Reactome human protein interactions (2014) 6,327 147,547 46.64 66.81 207.04 170.67 0.25 0.61 24 0.94 Undirected Unipartite 1 Biological Protein interactions Unweighted Metadata
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
reef_fish_atlantic Western Atlantic reef fish communities (2014) 185 1,239 13.39 17.10 26.16 1.44 -0.78 0.00 4 1.00 Undirected Bipartite 3 Biological Weighted Metadata
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
reuters Reuters news stories (1996-1997) 1,065,176 60,569,726 113.73 1700.21 2298.04 3.48 -0.25 0.00 6 1.00 Undirected Bipartite 1 Informational Language Weighted
reuters_terror Reuters terror news word network (2001) 13,332 243,447 36.52 160.02 185.03 13.04 0.00 0.26 10 1.00 Undirected Unipartite 1 Informational Language Weighted Timestamps Metadata
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 Metadata
roadnet U.S. roads (CA, PA, TX) 1,971,281 5,533,214 5.61 2.01 3.32 1062213.81 0.13 0.05 857 0.99 Undirected Unipartite 3 Transportation Roads Unweighted
roget_thesaurus Roget's Thesaurus cross-references (1879) 1,022 5,075 4.97 6.78 10.68 11.58 0.22 0.14 10 0.97 Directed Unipartite 1 Informational Language Unweighted Metadata
rome_roads Rome road network (1999) 3,353 8,870 2.65 1.82 2.55 1123.30 0.21 0.03 54 1.00 Directed Unipartite 1 Transportation Roads Weighted Spatial
route_views Route Views AS graphs (1997-1998) 6,474 13,895 4.29 25.08 36.22 29.35 -0.16 0.01 9 1.00 Undirected Unipartite 733 Technological Communication Unweighted Temporal
russian_trade Medieval Russian river trade network (1978) 39 53 2.72 1.11 2.20 19.18 0.14 0.05 8 1.00 Undirected Unipartite 1 Economic Trade Unweighted Spatial
russian_troll_mentions Russian troll Twitter mentions (2012-2018) 1,245 2,974 2.39 14.19 17.87 315.59 -0.34 0.06 15 0.92 Directed Unipartite 1 Social Online Weighted Metadata
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
sampson_monastery Sampson's monastery (1968) 25 430 17.20 17.93 13.19 1.64 0.06 0.68 2 1.00 Directed Unipartite 2 Social Offline Signed Weighted Timestamps Metadata
sanak_food_webs Sanak Archipelago food webs with humans (2016) 513 6,774 13.20 26.41 48.29 3.28 -0.11 0.19 5 1.00 Directed Unipartite 2 Biological Food web Unweighted Metadata
sawmill Sawmill communication network (1997) 36 62 3.44 2.15 3.49 11.08 -0.07 0.23 8 1.00 Undirected Unipartite 1 Social Offline Unweighted Metadata
sawmill_strike Informal communication in a sawmill on strike (1997) 24 38 3.17 1.34 2.62 20.04 -0.03 0.35 6 1.00 Undirected Unipartite 1 Social Offline Unweighted Metadata
saxena_terror_india Jammu and Kashmir terrorist organisations (2000-2003) 25 64 5.12 3.77 6.23 2.38 -0.32 0.40 4 1.00 Undirected Unipartite 4 Social Offline Unweighted Temporal
scn_functional_networks Mouse suprachiasmatic nucleus functional networks (2016) 541 1,686 6.23 7.46 17.87 54.09 0.37 0.36 14 0.70 Undirected Unipartite 5 Biological Connectome Weighted Metadata
scotland_interlocks Scottish corporate interlocks (1904-1905) 244 358 2.93 2.04 4.58 96.18 -0.17 0.00 14 0.89 Undirected Bipartite 1 Economic Affiliation Unweighted Metadata
scotus_majority SCOTUS majority opinions 34,613 202,167 5.84 17.39 39.09 189.06 -0.04 0.08 12 0.99 Directed Unipartite 2 Informational Legal Unweighted Metadata Temporal
se_asian_terrorists Southeast Asian terrorist attack series (2005) 108 38 0.70 1.91 4.67 3.11 -0.12 0.49 4 0.16 Undirected Unipartite 7 Social Offline Weighted
sep_hyperlinks Stanford Encyclopedia of Philosophy cross-references (1998-2018) 1,618 16,207 10.02 14.20 25.69 15.82 -0.03 0.18 6 1.00 Directed Unipartite 56 Informational Web graph Unweighted Temporal
signed_biological Signed gene regulatory and signalling networks (2010) 1,461 3,215 4.40 16.58 20.82 34.09 -0.35 0.01 9 0.94 Undirected Unipartite 4 Biological Gene regulation Signed
signed_social_media Epinions and Slashdot signed social networks (2008-2009) 131,828 841,372 6.38 60.55 240.57 119.18 -0.04 0.11 16 0.90 Directed Unipartite 4 Social Online Signed
signed_social_relations Signed social relations in small groups and the US Senate (1952-2004) 100 2,461 49.22 12.62 51.36 1.02 -0.07 0.57 2 1.00 Undirected Unipartite 3 Social Offline Political Signed
siren_togo Siren and Togo stolen vehicle networks (1998-1999) 44 103 4.68 5.52 7.35 12.60 -0.47 0.41 4 1.00 Undirected Unipartite 2 Social Communication Unweighted
skitter_routers_2003 Skitter router-level Internet (2003) 192,244 609,066 6.34 14.14 106.63 18878.77 0.02 0.06 26 0.99 Undirected Unipartite 1 Technological Communication 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
slashdot_zoo_snap Slashdot Zoo social network (2008-2009) 82,168 948,464 11.54 73.15 133.85 66.95 -0.05 0.03 13 1.00 Directed Unipartite 2 Social Online Unweighted
slovene_parties Slovene parliamentary parties (1994) 10 45 9.00 0.00 8.00 0.03 nan 1.00 1 1.00 Undirected Unipartite 1 Social Political Signed Weighted Metadata
slovenian_cs_collab Slovenian computer scientists collaborations (2010) 961 1,925 4.01 12.96 8.06 96.91 0.14 0.45 13 0.25 Undirected Unipartite 1 Social Collaboration Unweighted Multigraph
slovenian_magazines Slovenian magazine readership (1999-2000) 124 6,096 98.32 22.73 101.90 0.52 -0.20 0.85 2 1.00 Undirected Unipartite 1 Social Preferences Weighted Projection Metadata
slumlords Slumlord collusion (2010) 22 15 1.36 0.83 1.00 0.03 -0.67 0.00 2 0.23 Undirected Bipartite 7 Social Offline Unweighted Projection
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_dimensions BlogCatalog, Flickr and YouTube friendships with groups (2009) 1,138,499 2,990,443 5.25 50.67 185.14 492.50 -0.04 0.01 24 1.00 Undirected Unipartite 3 Social Online 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
socnet_coauthors Social Networks journal coauthorships (2008) 475 625 2.63 2.15 8.09 468.24 0.35 0.61 17 0.25 Undirected Unipartite 1 Social Collaboration Weighted Projection Metadata
software_callgraphs Software class collaboration and call graphs (2002) 5,420 11,460 2.11 15.67 16.82 109.12 -0.07 0.01 17 0.98 Directed Unipartite 6 Technological Software Unweighted Metadata
software_dependencies Software dependencies (2010) 6,488 150,985 23.27 479.26 129.28 15.74 -0.22 0.02 7 0.99 Directed Unipartite 16 Technological Software Unweighted Multigraph Metadata
software_documentation Java software documentation networks (2010) 2,089 7,934 3.80 9.97 21.78 290.93 -0.07 0.16 9 0.49 Directed Unipartite 4 Technological Software Unweighted
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 (2009) 10,972 415,912 75.81 68.50 23.51 195.54 0.71 0.53 9 0.04 Undirected Unipartite 70 Social Offline Unweighted Weighted 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_malawi_village Rural Malawi village contacts (2019-2020) 86 102,293 2378.91 1821.35 10.67 2141.77 0.55 0.47 5 0.98 Undirected Unipartite 1 Social Offline Temporal Timestamps Multigraph Unweighted
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_office_2015 Workplace contacts (2015) 232 78,249 674.56 528.42 45.01 8.03 0.28 0.55 5 0.94 Undirected Unipartite 1 Social Offline Temporal Timestamps Multigraph Unweighted 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 3 Social Offline Weighted Temporal Metadata
spanish_cocaine Spanish cocaine trafficking groups (2007-2009) 51 93 3.65 3.17 5.12 17.57 -0.24 0.27 7 1.00 Undirected Unipartite 4 Social Communication Weighted
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
sparrow_populations House sparrow island population differentiation (2014) 15 105 14.00 0.00 13.00 inf nan 1.00 1 1.00 Undirected Unipartite 1 Biological Genetic Weighted
spotted_hyenas Spotted hyena clan associations (2012) 36 585 32.50 4.41 32.08 0.51 -0.07 0.96 2 1.00 Undirected Unipartite 1 Social Animal Offline Weighted
stackexchange_answers Stack Exchange question answering (2020) 16,315,232 26,109,177 3.20 42.36 52.53 396.22 -0.04 0.00 26 1.00 Undirected Bipartite 4 Social Online Informational Unweighted Metadata
stackexchange_tags Stack Exchange question tags (2008-2017) 14,508,873 42,920,549 5.92 911.47 921.54 103.00 -0.17 0.00 11 1.00 Undirected Bipartite 3 Informational Online Folksonomy Unweighted Timestamps Metadata
stackoverflow Stack Overflow favorites (2011) 641,876 1,301,942 4.06 25.06 88.42 136.55 -0.05 0.00 20 0.94 Undirected Bipartite 1 Economic Preferences Unweighted Timestamps Metadata
stanford_web Webgraph (Stanford) 281,904 2,312,497 8.20 167.25 423.82 70233.02 -0.10 0.01 164 0.91 Directed Unipartite 1 Informational Web graph Unweighted
star_wars Star Wars character networks (1977-2015) 113 817 14.46 13.57 23.75 4.46 -0.24 0.44 5 1.00 Undirected Unipartite 25 Social Fictional Weighted Metadata
stem_forma_mentis STEM forma mentis networks of students and researchers (2019) 4,483 10,628 4.74 10.10 21.82 5.56 -0.34 0.04 7 1.00 Undirected Unipartite 4 Informational Language Unweighted Metadata
strayer_preschool Strayer preschool dominance (1976) 19 73 3.84 4.09 6.52 1.73 0.03 0.51 3 1.00 Directed Unipartite 2 Social Offline Weighted
strayer_rhesus_macaques Strayer rhesus macaque dominance (1980) 30 624 20.80 5.16 28.00 0.50 0.06 0.99 1 1.00 Directed Unipartite 1 Social Animal 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
student_government Ljubljana student government communication (1992) 11 41 3.73 2.27 5.16 1.59 -0.04 0.61 3 1.00 Directed Unipartite 6 Social Communication Unweighted Metadata
suffragettes UK suffragette movement (1906-1914) 1,614 1,996 2.47 6.48 7.66 47.52 -0.28 0.00 15 0.86 Undirected Bipartite 13 Social Offline Weighted Temporal Projection Political
swedish_criticism Swedish literary criticism (1881-1883) 15 17 2.27 1.53 1.59 17.88 -0.54 0.23 7 1.00 Undirected Unipartite 1 Informational Relatedness Unweighted Metadata
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
teenage_friends Teenage Friends and Lifestyle Study (1995-1997) 160 586 3.66 3.68 6.06 28.31 0.26 0.39 9 0.96 Directed Unipartite 3 Social Offline Weighted Metadata Temporal
tennis_atp ATP men's singles tennis matches (1968-2018) 22,405 499,057 44.55 88.40 269.68 22.59 0.27 0.19 9 1.00 Undirected Unipartite 3 Social Offline Sports Weighted Metadata
terrorist_attacks Terrorist attacks, LINQS (2005) 1,293 3,172 4.91 10.13 47.00 2.96 1.00 1.00 3 0.04 Undirected Unipartite 2 Social Offline Unweighted Metadata
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
tntp Transportation Networks for Research road networks (1975-2016) 33,113 75,379 2.28 1.60 2.27 55894.99 -0.14 0.01 239 1.00 Directed Unipartite 23 Transportation Roads Weighted Metadata Spatial
topcoder_epidemic TopCoder Epidemic contest social network (2008) 4,846,609 42,851,237 17.68 52.01 513.02 13268.16 0.02 0.12 20 1.00 Undirected Unipartite 1 Social Online Unweighted
topology Internet AS graph (2010) 34,761 171,403 9.86 83.89 151.44 55.38 -0.23 0.11 10 1.00 Undirected Unipartite 1 Technological Communication Unweighted Multigraph Timestamps
trackers Web domains and trackers (2012) 40,421,974 140,613,762 6.96 2294.88 2673.57 13778.17 -0.10 0.00 21 0.99 Undirected Bipartite 2 Informational Web graph 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 Metadata
trec TREC collection (1989-1996) 1,729,302 83,629,405 96.72 1358.95 2935.32 13.41 -0.21 0.00 7 1.00 Undirected Bipartite 1 Informational Language Weighted
trec_web TREC WT10g (2003) 1,601,787 8,063,026 5.03 75.79 313.22 84108.05 -0.05 0.02 112 0.91 Directed Unipartite 1 Informational Web graph Unweighted
tree-of-life Protein interactomes across the tree of life (2019) 16,439 440,135 53.55 86.94 258.15 40.94 0.06 0.36 9 1.00 Undirected Unipartite 1840 Biological Protein interactions
trivago_clicks Trivago accommodation click-outs (2018) 405,940 726,861 3.58 5.37 18.93 3056.83 -0.10 0.00 60 1.00 Undirected Bipartite 1 Online Travel Commerce Unweighted Metadata
trumpworld TrumpWorld associations (2017) 2,669 3,380 2.53 15.75 10.81 104.20 -0.17 0.01 13 1.00 Undirected Unipartite 1 Social Political Unweighted Metadata
tumor_virus_host Tumour virus-human protein interactions (2012) 360 454 2.52 5.49 5.52 53.81 -0.50 0.00 12 0.91 Undirected Bipartite 1 Biological Protein interactions Unweighted Metadata
turkish_program_preferences Turkish undergraduate program co-preferences (2017) 622 6,136 9.86 19.94 28.58 43.81 -0.26 0.30 6 1.00 Directed Unipartite 1 Economic Preferences Weighted
twitter Twitter followers (2009) 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 Metadata
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_golden_dawn Twitter mentions around the Greek Golden Dawn party (2013) 857,199 1,066,872 1.24 38.43 54.90 2680.61 -0.06 0.00 28 0.63 Directed Unipartite 1 Social Online Political Unweighted Multigraph Timestamps
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
uc_irvine_messages UC Irvine student messages (2004) 1,899 59,835 31.51 131.73 46.25 8.97 -0.01 0.09 8 1.00 Directed Unipartite 1 Social Communication Online Weighted Multigraph Timestamps
uci_forum UC Irvine online forum activity (2004) 1,421 33,720 47.46 97.52 22.54 4.67 0.11 0.00 8 1.00 Undirected Bipartite 1 Social Online Affiliation Multigraph Timestamps
uci_mushroom UCI Mushroom attributes (1981) 8,240 176,248 42.78 287.85 284.11 1.79 -0.57 0.00 4 1.00 Undirected Bipartite 1 Biological Unweighted Metadata
uci_zoo UCI Zoo animal attributes (1990) 122 761 12.48 14.98 19.12 2.20 -0.67 0.00 5 1.00 Undirected Bipartite 1 Biological Unweighted Metadata
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
uk_faculty UK university faculty friendship network (2007) 81 817 10.09 11.69 18.07 7.01 0.07 0.51 4 1.00 Directed Unipartite 1 Social Offline Weighted Metadata
uk_prison_transfers Prisoner transfers in England and Wales (2010-2011) 107 1,644 15.36 17.93 30.82 4.42 0.11 0.49 4 0.93 Directed Unipartite 1 Social Offline Travel Spatial Weighted Metadata
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
unicodelang Languages spoken by country (2015) 868 1,255 2.89 6.73 7.88 25.78 -0.17 0.00 8 0.99 Undirected Bipartite 1 Informational Relatedness Weighted Metadata
urban_streets Urban street networks (2017) 2,870 4,387 3.06 0.61 2.28 1823.51 0.01 0.04 86 1.00 Undirected Unipartite 20 Transportation Roads Unweighted Metadata
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_air_traffic U.S. air traffic 2,278 6,390,340 2805.24 23318.93 225.51 41.03 0.03 0.92 6 1.00 Directed Unipartite 1 Transportation Airport Unweighted Metadata Temporal
us_airports US airport networks (2002, 2010) 1,574 28,236 17.94 76.62 110.94 58.57 -0.12 0.41 8 1.00 Directed Unipartite 2 Transportation Airport Weighted
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
us_patents U.S. patent citation network (1975-1999) 3,774,768 16,522,438 8.75 10.49 110.45 322.88 0.17 0.07 26 1.00 Undirected Unipartite 1 Informational Citation Unweighted Temporal Metadata
us_roads United States roads (2000) 24,412,259 29,653,988 2.43 0.95 3.31 6863045.84 0.11 0.03 8,440 0.98 Undirected Unipartite 52 Transportation Roads Unweighted
us_rollcall US Congress roll-call votes (1789-2009) 1,766 551,341 624.40 367.15 725.13 0.50 -0.97 0.00 4 1.00 Undirected Bipartite 232 Social Political Offline Signed Weighted Projection Metadata Temporal
utah_schools Utah school contacts (2012-2013) 591 151,613 513.07 179.97 136.57 2.90 0.09 0.41 3 1.00 Undirected Unipartite 8 Social Offline Temporal Timestamps Multigraph Weighted Metadata
veteran_comorbidity Co-morbidity network of US military veterans (2001-2017) 95 8,930 94.00 0.00 93.00 inf nan 0.99 1 1.00 Directed Unipartite 1 Biological Public Health Weighted Metadata
visualizeus vi.sualize.us picture tagging network 577,437 2,298,816 7.96 559.95 279.27 341.29 -0.12 0.00 17 0.98 Undirected Bipartite 1 Informational Folksonomy Unweighted Multigraph
vivino Vivino wine social network users (2017) 540,003 727,221 1.35 8.43 72.07 1097274.24 0.01 0.03 43 0.67 Directed Unipartite 1 Social Online Unweighted Metadata
walmart_trips Walmart shopping trips (2015) 158,766 460,630 5.80 20.96 43.51 1304.27 -0.02 0.00 24 0.98 Undirected Bipartite 1 Commerce Offline Unweighted Metadata
webkb WebKB graphs (1997) 434 30,462 140.38 131.75 139.94 4.75 0.25 0.76 4 1.00 Undirected Unipartite 8 Informational Web graph Weighted Metadata
whats_cooking What's Cooking recipes and ingredients (2015) 46,488 428,249 18.42 148.80 162.19 4.40 -0.16 0.00 8 1.00 Undirected Bipartite 1 Informational Online Unweighted Metadata
wiki_article_words Wikipedia article-words (en) (2010) 276,739 2,941,902 21.26 138.32 818.58 2.23 -0.35 0.00 4 1.00 Undirected Bipartite 1 Informational Language Weighted
wiki_categories English Wikipedia article-category network (2026) 2,036,440 3,795,796 3.73 29.53 110.20 8918.84 -0.05 0.00 46 0.93 Undirected Bipartite 1 Informational Relatedness Unweighted Timestamps Metadata
wiki_cs_links Wikipedia computer science articles, links and words (2008) 40,065 263,634 13.16 46.50 67.05 49.44 -0.09 0.00 10 1.00 Undirected Bipartite 2 Informational Web graph Unweighted Multigraph Metadata
wiki_link_dyn Wikipedia link dynamics (2001-2026) 100,312 1,627,472 16.22 198.04 205.65 39.02 -0.02 0.06 12 0.99 Directed Unipartite 1 Informational Web graph Multigraph Signed Timestamps Temporal Metadata
wiki_norms Wikipedia norm network (2015) 1,976 17,235 8.72 36.09 59.66 9.37 -0.19 0.13 7 0.95 Directed Unipartite 1 Informational Web graph Unweighted Metadata
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_science Wikipedia Map of Science (2020) 687 6,523 18.99 17.98 41.59 14.55 0.24 0.47 9 0.99 Undirected Unipartite 1 Informational Relatedness Unweighted
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 Online Unweighted Multigraph Timestamps Metadata
wiki_talk_temporal English Wikipedia talk page edits, temporal (2001-2008) 1,140,149 7,833,140 6.87 398.66 348.24 521.14 0.11 0.02 9 0.96 Directed Unipartite 1 Social Communication Unweighted Timestamps Multigraph
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
wikipedia_growth en-Wikipedia links (2007) 1,870,709 39,953,145 21.36 366.44 751.67 351.58 -0.04 0.00 10 1.00 Directed Unipartite 1 Informational Web graph Unweighted Timestamps
wikipedia_link Wikipedia links (2026) 13,593,032 437,217,424 32.16 656.52 1459.21 148.27 -0.01 0.04 12 1.00 Directed Unipartite 168 Informational Web graph Unweighted Metadata
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 2 Social Offline Weighted Metadata
wolfe_primates Wolfe's monkey troop (1986) 20 181 18.10 1.14 17.16 0.40 -0.15 0.96 2 1.00 Undirected Unipartite 2 Social Animal Weighted Metadata
word_adjacency Word Adjacency Networks 11,586 45,129 3.90 63.30 93.51 20.78 -0.28 0.02 10 1.00 Directed Unipartite 4 Informational Language Unweighted
word_assoc Edinburgh word associations (1968-1971) 23,132 312,342 13.50 46.92 97.95 2.39 -0.04 0.04 6 1.00 Directed Unipartite 1 Informational Language Weighted Metadata
word_assoc_usf USF free association norms (1998) 10,617 72,176 6.80 19.73 34.54 4.80 -0.06 0.10 7 1.00 Directed Unipartite 1 Informational Language Weighted Metadata
wordnet WordNet relationships (2011) 146,005 656,999 9.00 20.48 65.16 224.54 -0.06 0.10 16 0.99 Undirected Unipartite 1 Informational Language Unweighted Metadata
world_cities World city network of global service firms (2000) 415 7,518 36.23 38.45 61.33 1.23 -0.50 0.00 4 1.00 Undirected Bipartite 1 Economic Commerce Weighted Spatial Metadata
world_cup_players World Cup 1998 player transfers (1998) 35 118 3.37 4.71 8.48 2.33 -0.18 0.33 5 1.00 Directed Unipartite 1 Economic Employment Weighted Metadata
world_languages Official languages of the world's countries (2015) 350 331 1.89 5.01 3.07 37.67 -0.27 0.00 9 0.64 Undirected Bipartite 1 Language Unweighted Metadata
yahoo_ads Yahoo! advertisement words 653,260 2,931,708 4.49 345.76 143.79 16.53 -0.08 0.00 5 1.00 Directed Unipartite 1 Informational Language Unweighted
yahoo_song Yahoo song ratings (2011) 1,625,951 256,804,235 315.88 2364.80 4238.65 3.03 -0.11 0.00 6 1.00 Undirected Bipartite 1 Economic Preferences Timestamps Weighted
yeast_causal_regulation Yeast causal gene regulation probabilities (2007) 6,216 1,666,106 268.04 674.81 965.97 0.81 -0.51 0.22 3 1.00 Directed Unipartite 1 Biological Gene regulation Weighted Uncertain
yeast_exosome Yeast nuclear exosome protein interactions (2006) 44 106 4.82 5.95 9.32 1.87 -0.55 0.44 4 1.00 Undirected Unipartite 1 Biological Protein interactions Weighted Metadata
yeast_interactome_ccsb Yeast binary interactomes, CCSB (2008) 2,018 2,930 2.90 4.88 11.19 44.03 -0.04 0.02 14 0.82 Undirected Unipartite 6 Biological Protein interactions Unweighted
yeast_pin Yeast protein interactions (2003) 2,361 7,182 6.08 8.08 18.26 34.05 -0.06 0.10 11 0.94 Undirected Unipartite 1 Biological Protein interactions Unweighted Metadata
yeast_transcription Yeast transcription network (2002) 916 1,094 1.19 5.15 6.84 93.12 -0.38 0.02 15 0.72 Directed Unipartite 1 Biological Gene regulation Unweighted
yelp_reviews Yelp reviewers of establishment categories (2005-2017) 2,428 11,865 9.77 11.02 24.18 57.77 -0.07 0.00 13 1.00 Undirected Bipartite 2 Online Commerce Unweighted Metadata
youtube_interactions YouTube user interactions, multi-dimensional (2008) 15,088 76,765 10.18 18.81 55.05 45.82 -0.08 0.08 12 0.91 Undirected Unipartite 5 Social Online Weighted Multilayer
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 Weighted Metadata