Tip: click on a column header to sort the list, or hover over it for a description.
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 | $n$ | Added | 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 | 2020-08-11 | Social Offline Multilayer Unweighted Metadata |
| a_blue_start | Bluesky starter packs (A Blue Start, 2025) | 2,369,378 | 12,812,086 | 10.81 | 165.72 | 645.98 | 2991.78 | -0.03 | 0.00 | 20 | 1.00 | Undirected | Bipartite | 1 | 2026-10-31 | Social Online Affiliation Bipartite Unweighted Timestamps 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 | 2020-08-11 | 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 | 2026-10-25 | Social Offline Weighted Metadata |
| acl_anthology | ACL Anthology citations and authorships (ACL OCL, 1952-2022) | 585,793 | 3,142,549 | 5.36 | 83.46 | 180.98 | 1207.99 | -0.05 | 0.01 | 14 | 1.00 | Directed | Unipartite | 3 | 2026-10-31 | Informational Citation Collaboration Bipartite Unweighted 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | Informational Language Unweighted |
| advogato | Advogato trust network (2014) | 14,008 | 56,461 | 4.03 | 26.83 | 74.52 | 22.33 | -0.05 | 0.11 | 9 | 0.38 | Directed | Unipartite | 1 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Transportation Airport Unweighted Metadata |
| airports_struc2vec | Air traffic in Brazil, Europe and the USA (struc2vec, 2016) | 1,190 | 13,599 | 22.86 | 40.45 | 99.94 | 42.78 | 0.03 | 0.43 | 8 | 1.00 | Undirected | Unipartite | 3 | 2026-10-27 | Transportation Airport Unweighted Metadata |
| alaska_subsistence | Subsistence flows in Alaska Native communities (2009-2010) | 218 | 2,694 | 12.36 | 35.83 | 24.04 | 2.30 | -0.22 | 0.22 | 5 | 1.00 | Directed | Unipartite | 3 | 2026-10-26 | Social Offline Economic Weighted Multigraph Multilayer |
| 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 | 2026-10-25 | 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 | 2026-10-25 | Economic Commerce Unweighted |
| amazon_coauthor_shchur | Amazon co-purchases and Microsoft Academic co-authorships (Shchur et al., 2018) | 34,493 | 247,962 | 14.38 | 15.57 | 49.23 | 63.29 | 0.20 | 0.19 | 17 | 1.00 | Undirected | Unipartite | 4 | 2026-10-27 | Economic Commerce Social Collaboration Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Offline Weighted Temporal |
| aminer_citation | AMiner citation networks (2010-2016) | 3,177,888 | 8,466,859 | 2.66 | 657.94 | 68.26 | 22412.81 | -0.07 | 0.00 | 25 | 0.51 | Directed | Unipartite | 9 | 2026-10-25 | Informational Citation Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Online Unweighted |
| ao3 | Archive of Our Own fan fiction works and tags (2021) | 18,484,023 | 119,146,249 | 12.89 | 1768.82 | 2423.45 | 54.99 | -0.09 | 0.00 | 6 | 1.00 | Undirected | Bipartite | 1 | 2026-10-28 | Social Online Folksonomy Bipartite Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Technological Communication Unweighted |
| asu_social_networks | Online social networks, ASU crawls (2010) | 11,316,811 | 85,331,845 | 7.54 | 654.12 | 2109.67 | 60.08 | -0.16 | 0.00 | 8 | 1.00 | Directed | Unipartite | 7 | 2026-10-25 | Social Online Unweighted Multigraph Metadata |
| 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 | 2023-05-16 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Weighted Temporal |
| austria_comorbidity | Comorbidity networks of Austrian hospital patients (2003-2014) | 1,080 | 278 | 0.51 | 2.36 | 11.51 | 50.29 | 0.04 | 0.36 | 10 | 0.10 | Undirected | Unipartite | 376 | 2026-11-03 | Biological Public Health Weighted Metadata |
| baad_terrorist_orgs | Big Allied and Dangerous terrorist organizations (1998-2005) | 459 | 394 | 1.72 | 4.31 | 1.00 | 0.03 | -0.31 | 0.00 | 2 | 0.16 | Undirected | Bipartite | 2 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2021-08-07 | Informational Text 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2021-08-07 | 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 | 2020-08-11 | 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 | 2020-08-11 | Informational Folksonomy Unweighted Multigraph Timestamps |
| bindingdb | BindingDB protein-ligand binding affinities (2023-2026) | 1,457,723 | 3,243,660 | 4.45 | 104.16 | 185.15 | 9911.36 | -0.30 | 0.00 | 20 | 0.97 | Undirected | Bipartite | 4 | 2026-10-31 | Biological Chemical Drug interactions Weighted Bipartite Multigraph Metadata |
| biogrid | BioGRID protein and genetic interactions (2010-2026) | 20,887 | 1,319,164 | 63.16 | 257.44 | 428.85 | 3.52 | -0.03 | 0.14 | 6 | 1.00 | Directed | Unipartite | 258 | 2026-10-27 | Biological Protein interactions Genetic Unweighted Multilayer Multigraph Metadata |
| bioplex | BioPlex human protein co-complex interactomes (2015-2022) | 15,126 | 5,851,900 | 386.88 | 1404.76 | 2028.22 | 1.28 | -0.45 | 0.16 | 4 | 1.00 | Directed | Unipartite | 30 | 2026-10-27 | Biological Protein interactions Unweighted Multigraph Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | Social Online Weighted Signed Timestamps |
| bitcoin_transactions | Bitcoin address-transaction networks (2014-2016) | 4,033,312 | 8,609,253 | 2.13 | 58.75 | 209.62 | 1133603.93 | -0.02 | 0.00 | 144 | 0.98 | Directed | Bipartite | 3 | 2026-10-25 | Economic Cryptocurrency Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-09-26 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | Technological Communication Unweighted Temporal |
| caida_as_relationships | CAIDA AS relationships (1998-2026) | 80,966 | 657,444 | 8.12 | 129.85 | 637.80 | 232.27 | -0.24 | 0.20 | 12 | 1.00 | Directed | Unipartite | 614 | 2026-10-27 | Technological Communication Unweighted Temporal Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Communication Weighted Temporal |
| cbdb | China Biographical Database: kinship and associations (2019-2026) | 289,290 | 564,516 | 1.95 | 5.08 | 10.26 | 11903.50 | -0.28 | 0.06 | 84 | 0.19 | Directed | Unipartite | 100 | 2026-10-31 | Social Offline Relationships Multigraph Metadata |
| 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 | 2020-08-11 | Biological Connectome Weighted |
| celegans_contactome | C. elegans nerve ring membrane contacts (2021) | 185 | 5,245 | 56.70 | 19.12 | 62.63 | 1.47 | 0.05 | 0.46 | 3 | 1.00 | Undirected | Unipartite | 19 | 2026-10-27 | Biological Connectome Weighted Metadata |
| celegans_development | C. elegans brain across development (2021) | 222 | 2,202 | 9.92 | 11.53 | 22.24 | 4.47 | 0.06 | 0.25 | 5 | 1.00 | Directed | Unipartite | 16 | 2026-10-27 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-09-26 | Biological Metabolic Unweighted |
| celegans_multiplex | C. elegans multiplex connectome (2006) | 279 | 3,108 | 22.28 | 18.46 | 24.37 | 5.95 | -0.09 | 0.22 | 5 | 1.00 | Undirected | Unipartite | 1 | 2026-10-26 | Biological Connectome Multilayer 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Informational Citation Weighted Metadata |
| ceo_club | CEO Club Memberships | 41 | 98 | 4.78 | 3.45 | 5.06 | 3.62 | -0.31 | 0.00 | 5 | 1.00 | Undirected | Bipartite | 1 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Fictional Weighted Metadata |
| chembl_bioactivity | ChEMBL compound-target bioactivities (2026) | 2,939,700 | 24,527,044 | 16.69 | 1704.28 | 1482.97 | 551.02 | -0.12 | 0.00 | 12 | 0.96 | Undirected | Bipartite | 1 | 2026-10-28 | Biological Chemical Drug interactions Weighted Multigraph 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 | 2020-08-11 | Social Offline Signed Timestamps |
| chicago_police_complaints | Chicago police complaints, use of force and awards (1967-2023) | 272,520 | 263,315 | 1.93 | 4.63 | 14.75 | 206.75 | -0.31 | 0.00 | 28 | 0.60 | Undirected | Bipartite | 3 | 2026-10-31 | Social Offline Affiliation Bipartite Unweighted Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2021-06-22 | Biological Connectome Weighted |
| cisco_hosts | Communication networks of computing hosts (Cisco Secure Workload, 2019-2022) | 278,739 | 533,240 | 1.91 | 774.81 | 128.08 | 45.45 | -0.71 | 0.00 | 6 | 1.00 | Directed | Unipartite | 27 | 2026-10-27 | Technological Communication Multigraph Timestamps Unweighted Metadata |
| 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 | 2020-08-11 | Informational Citation Unweighted |
| citeseer_linqs | CiteSeer computer science papers (LINQS, 2003) | 3,327 | 4,732 | 1.42 | 3.42 | 11.57 | 662.53 | 0.05 | 0.13 | 28 | 0.64 | Directed | Unipartite | 1 | 2026-10-27 | Informational Citation Unweighted Metadata Text |
| 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 | 2020-08-11 | Informational Folksonomy Unweighted Multigraph Timestamps |
| citibike | Citi Bike trips (New York City and Jersey City, 2013-2026) | 2,501 | 750,659 | 300.14 | 440.12 | 639.97 | 6.81 | 0.41 | 0.61 | 4 | 1.00 | Directed | Unipartite | 293 | 2026-10-27 | Transportation Travel Weighted Metadata |
| cjeu_citations | Court of Justice of the EU case citations (1954-2018) | 14,323 | 43,780 | 3.06 | 7.48 | 21.47 | 33.82 | 0.14 | 0.10 | 15 | 0.83 | Directed | Unipartite | 1 | 2026-10-31 | Informational Citation Legal Unweighted Metadata |
| clinical_trials | Clinical trials and their conditions, interventions, sponsors, sites and investigators (ClinicalTrials.gov) | 1,787,823 | 3,553,382 | 3.98 | 24.69 | 303.19 | 52748.11 | -0.04 | 0.00 | 38 | 0.60 | Undirected | Bipartite | 5 | 2026-10-31 | Biological Public Health Affiliation Bipartite Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | Social Communication Weighted |
| codex_kg | Wikidata knowledge graph benchmarks (CoDEx, 2020) | 380,038 | 1,156,222 | 3.04 | 121.40 | 175.37 | 216.82 | -0.09 | 0.00 | 17 | 0.99 | Directed | Unipartite | 4 | 2026-10-27 | Informational Relatedness Unweighted Multigraph Metadata |
| 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 | 2024-05-27 | Social Directed Unweighted Multigraph Online Collaboration |
| collectri | CollecTRI human transcriptional regulation (2023) | 7,792 | 48,681 | 6.25 | 46.39 | 93.13 | 6.47 | -0.21 | 0.05 | 8 | 1.00 | Directed | Unipartite | 2 | 2026-10-27 | Biological Gene regulation Signed Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Communication Travel Weighted Metadata |
| colombia_urban_mobility | Urban trips in MedellÃn 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 | 2026-10-25 | Transportation Travel Multigraph Weighted Timestamps Metadata |
| community_notes | X Community Notes ratings (2021-2026) | 5,265,675 | 240,984,916 | 91.53 | 373.58 | 1239.50 | 39.32 | -0.04 | 0.00 | 12 | 0.92 | Undirected | Bipartite | 2 | 2026-10-31 | Social Online Informational Bipartite Unweighted 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Political Social Governance Affiliation Unweighted Metadata |
| congress_twitter | US Congress Twitter influence network (2022) | 475 | 13,289 | 27.98 | 34.79 | 55.93 | 4.97 | -0.07 | 0.29 | 4 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Social Online Political Weighted |
| contact | Haggle human proximity network (2005) | 274 | 28,244 | 103.08 | 460.93 | 50.52 | 2.49 | -0.05 | 0.90 | 4 | 1.00 | Directed | Unipartite | 1 | 2020-08-11 | Social Offline Unweighted Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | Transportation Roads Unweighted |
| convote_mentions | US House floor debate mentions (ConVote, 2005) | 219 | 764 | 3.49 | 9.04 | 8.31 | 8.05 | -0.21 | 0.15 | 7 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Social Political Signed Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Informational Citation Unweighted Metadata Text |
| cordis_projects | EU research projects and their participants (CORDIS, 1984-2026) | 313,471 | 750,446 | 4.79 | 24.91 | 67.84 | 4441.25 | -0.07 | 0.00 | 22 | 0.92 | Undirected | Bipartite | 10 | 2026-10-31 | Social Collaboration Affiliation Bipartite Multigraph Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | Economic Governance Weighted Projection Metadata |
| correspsearch_letters | Historical correspondence networks (LetterSampo: correspSearch and Finland) | 107,172 | 1,283,361 | 11.97 | 223.97 | 73.49 | 1576.36 | -0.14 | 0.13 | 17 | 0.96 | Directed | Unipartite | 3 | 2026-10-31 | Social Communication Offline Unweighted Multigraph Timestamps 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 | 3 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Technological Software Social Collaboration Weighted Multigraph Metadata |
| cptond_china_transit | Bus and metro networks of Chinese cities (CPTOND-2025) | 17,058 | 41,912 | 2.46 | 2.85 | 7.10 | 4771.73 | 0.20 | 0.11 | 106 | 0.99 | Directed | Unipartite | 396 | 2026-10-27 | Transportation Public Transport Spatial Weighted Metadata |
| cricsheet | Cricsheet cricket matches (2001-2026) | 36,963 | 511,644 | 27.68 | 46.33 | 76.97 | 9946.57 | -0.32 | 0.00 | 16 | 1.00 | Undirected | Bipartite | 3 | 2026-10-31 | Social Offline Sports Multigraph Bipartite Timestamps Temporal 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Social Academic graph Unweighted Metadata |
| ctd_associations | Comparative Toxicogenomics Database associations (CTD, 2026) | 73,813 | 3,171,202 | 85.93 | 860.72 | 702.50 | 8.23 | -0.15 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 4 | 2026-10-28 | Biological Chemical Public Health Unweighted Multigraph 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Public Health Unweighted Timestamps Metadata |
| dblp_author_paper | DBLP author-paper (2017-2026) | 12,985,008 | 30,284,208 | 4.66 | 14.76 | 83.54 | 1270.67 | -0.10 | 0.00 | 38 | 0.95 | Undirected | Bipartite | 2 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | Informational Relatedness Unweighted Multigraph Metadata |
| debian_dependencies | Debian package dependencies (1995-2025) | 142,865 | 469,732 | 3.29 | 74.11 | 140.56 | 1011.11 | -0.05 | 0.00 | 20 | 0.97 | Directed | Unipartite | 19 | 2026-10-31 | Technological Software Unweighted Multigraph Metadata |
| deezer_friends | Deezer user friendships (2017, 2020) | 54,573 | 498,202 | 18.26 | 17.95 | 46.19 | 30.02 | 0.20 | 0.11 | 12 | 1.00 | Undirected | Unipartite | 4 | 2026-10-27 | Social Online Unweighted 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 | 2020-08-11 | Informational Folksonomy Unweighted Multigraph Timestamps |
| dgidb | DGIdb drug-gene interactions (2021-2026) | 39,596 | 122,904 | 6.21 | 24.07 | 62.70 | 145.36 | -0.21 | 0.00 | 16 | 0.94 | Undirected | Bipartite | 8 | 2026-10-31 | Biological Drug interactions Unweighted Multigraph Bipartite Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Biological Unweighted Metadata |
| divvy | Divvy bicycle sharing trips (Chicago, 2013-2026) | 1,572 | 127,529 | 81.13 | 204.07 | 283.20 | 17.53 | 0.25 | 0.58 | 10 | 0.99 | Directed | Unipartite | 160 | 2026-10-27 | Transportation Travel Weighted 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2022-02-08 | 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 | 2026-10-25 | Informational Web graph Unweighted |
| douban | Douban friendship network (2010) | 154,908 | 327,162 | 4.22 | 11.75 | 39.78 | 103.63 | -0.18 | 0.01 | 9 | 1.00 | Undirected | Unipartite | 1 | 2020-08-11 | Social Online Unweighted |
| drkg | Drug Repurposing Knowledge Graph (DRKG, 2020) | 97,238 | 5,874,261 | 60.41 | 443.17 | 1131.67 | 121.10 | -0.12 | 0.20 | 13 | 0.99 | Directed | Unipartite | 1 | 2026-10-31 | Biological Informational Drug interactions Unweighted Multigraph Metadata |
| 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 | 2023-04-16 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Unweighted Metadata Temporal |
| dutch_criticism | Dutch literary criticism (1976) | 35 | 81 | 2.31 | 2.97 | 5.57 | 5.29 | 0.04 | 0.16 | 7 | 1.00 | Directed | Unipartite | 1 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 1117 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | Social Communication Unweighted Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Social Communication Unweighted Timestamps Metadata |
| email_eu_core_temporal | Emails at a European research institution, temporal (2003-2005) | 986 | 332,334 | 337.05 | 1160.06 | 74.75 | 34.17 | 0.05 | 0.57 | 7 | 1.00 | Directed | Unipartite | 5 | 2026-10-27 | Social Communication Multigraph Timestamps Unweighted |
| emp_microbiome | Earth Microbiome Project sample-microbe networks (2017) | 8,051,550 | 158,521,504 | 39.38 | 534.11 | 3297.57 | 19.00 | -0.50 | 0.00 | 7 | 1.00 | Undirected | Bipartite | 6 | 2026-10-31 | Biological Ecological Weighted Bipartite Metadata |
| endow_sites | ENDOW project community networks | 347 | 517 | 1.49 | 5.63 | 6.32 | 14.01 | -0.20 | 0.10 | 7 | 0.66 | Directed | Unipartite | 7 | 2026-10-31 | Social Offline Multilayer Multigraph 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 | 2026-10-25 | 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 | 2026-10-25 | Social Communication Unweighted Multigraph Timestamps Metadata |
| epinions | Epinions review ratings and trust (2001-2003) | 876,252 | 13,668,320 | 31.20 | 396.37 | 838.83 | 45.13 | -0.12 | 0.00 | 12 | 1.00 | Undirected | Bipartite | 2 | 2020-08-11 | Economic Preferences Social Online Bipartite Weighted Signed Timestamps Metadata |
| epinions_massa | Epinions product ratings and trust (2003) | 189,027 | 664,824 | 7.03 | 24.81 | 81.94 | 80.85 | -0.09 | 0.00 | 13 | 0.94 | Undirected | Bipartite | 2 | 2026-10-31 | Social Online Economic Preferences Bipartite Weighted Unweighted |
| epinions_trust | Epinions trust network (2003) | 75,888 | 508,837 | 6.71 | 52.66 | 181.65 | 208.29 | -0.01 | 0.08 | 15 | 1.00 | Directed | Unipartite | 1 | 2020-08-11 | Social Online Unweighted |
| erc20_ethereum | Ethereum token transfers: stablecoins (2022) and exchange tokens (2018-2020) | — | — | — | — | — | — | — | — | — | — | 2 | 2026-10-27 | Economic Cryptocurrency Multigraph Timestamps Weighted Metadata | ||
| erdos_collaboration | Erdős collaboration graph (1997-2002) | 6,927 | 11,850 | 3.42 | 11.69 | 25.03 | 79.21 | -0.12 | 0.04 | 4 | 1.00 | Undirected | Unipartite | 4 | 2026-10-27 | Social Collaboration Unweighted Metadata |
| 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 | 2020-08-11 | Social Public Health Weighted Timestamps |
| estonia_company_ownership | Estonian company shareholders, officers and beneficial owners (2026) | 687,712 | 526,911 | 0.77 | 8.12 | 14.96 | 6433.48 | -0.01 | 0.00 | 59 | 0.23 | Directed | Unipartite | 4 | 2026-10-31 | Economic Commerce Social Affiliation Multigraph Weighted Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | Economic Production Unweighted Metadata |
| eu_procurements | European procurement contract networks (2004-2025) | 839,824 | 4,098,711 | 9.76 | 118.22 | 145.81 | 1947.04 | 0.14 | 0.00 | 23 | 0.97 | Undirected | Bipartite | 271 | 2020-08-11 | Economic Commerce Weighted Temporal Metadata |
| euppollnet | EuPPollNet European plant-pollinator networks (2004-2021) | 252 | 487 | 3.87 | 4.60 | 7.19 | 8.92 | -0.20 | 0.00 | 9 | 0.99 | Undirected | Bipartite | 3723 | 2026-10-27 | Biological Food web Weighted Metadata |
| euroroad | Euroroad network (2011) | 1,177 | 1,469 | 2.50 | 1.32 | 2.56 | 1970.92 | 0.19 | 0.03 | 62 | 0.88 | Undirected | Unipartite | 1 | 2020-08-11 | 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 | 2026-10-25 | Economic Commerce Unweighted Metadata |
| eventernote | Japanese idol and voice actor events (Eventernote, 1980-2024) | 427,803 | 2,076,182 | 9.71 | 38.53 | 121.06 | 568.06 | -0.25 | 0.00 | 25 | 0.98 | Undirected | Bipartite | 1 | 2026-10-27 | Social Offline Affiliation Unweighted Timestamps 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 | 2020-08-11 | Transportation Airport Unweighted |
| facebook100 | Facebook100 university friendship networks (2005) | 41,554 | 1,362,229 | 65.56 | 79.77 | 176.40 | 5.92 | -0.00 | 0.10 | 8 | 1.00 | Undirected | Unipartite | 100 | 2026-10-27 | Social Online Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | Social Online Unweighted |
| facebook_pages | Facebook verified page networks (2017) | 50,515 | 819,306 | 32.44 | 63.47 | 176.27 | 24.64 | -0.02 | 0.05 | 11 | 1.00 | Undirected | Unipartite | 9 | 2026-10-27 | Social Online Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2021-09-02 | 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 | 2022-11-17 | 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 | 2020-08-11 | 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 | 2021-03-08 | Social Online Information |
| fics_games | Free Internet Chess Server games (1999-2016) | 519,583 | 214,873,738 | 827.10 | 5746.95 | 3754.65 | 6364.86 | -0.01 | 0.27 | 17 | 0.98 | Undirected | Unipartite | 1 | 2026-10-31 | Social Online Sports Multigraph Timestamps Temporal Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Informational Folksonomy Unweighted Projection |
| flixster | Flixster friendship network (2010) | 2,523,386 | 7,918,801 | 6.28 | 36.64 | 145.66 | 108.52 | -0.32 | 0.01 | 8 | 1.00 | Undirected | Unipartite | 1 | 2020-08-11 | 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 | 2020-08-11 | Social Relationships Multilayer Unweighted |
| fly_banc | BANC fly brain and nerve cord (2026) | 150,802 | 1,861,418 | 12.34 | 54.04 | 128.34 | 57.50 | -0.06 | 0.07 | 14 | 0.96 | Directed | Unipartite | 18 | 2026-10-27 | Biological Connectome Weighted Multigraph Metadata |
| 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 | 2022-11-17 | 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 | 2023-03-11 | Biological Connectome Weighted Multigraph Metadata |
| fly_manc | Male fly adult nerve cord (2024) | 27,046 | 6,168,749 | 228.08 | 478.63 | 793.99 | 22.10 | 0.01 | 0.22 | 10 | 1.00 | Directed | Unipartite | 5 | 2026-10-27 | 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 | 2026-10-25 | Biological Connectome Unweighted Multigraph Metadata |
| fly_optic_lobe | Male fly optic lobe (2025) | 10,318,164 | 22,258,367 | 2.16 | 74.12 | 523.58 | 21389.35 | -0.05 | 0.02 | 35 | 0.99 | Directed | Unipartite | 6 | 2026-10-27 | Biological Connectome Weighted 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 | 2026-10-25 | Social Offline Signed Metadata |
| flywire | FlyWire whole adult fly brain (2024) | 139,255 | 3,869,878 | 27.79 | 165.14 | 155.47 | 148.67 | -0.03 | 0.05 | 16 | 0.95 | Directed | Unipartite | 3 | 2026-10-27 | Biological Connectome Weighted Multigraph 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Sports Unweighted |
| football_league_results | Football league results (2013-2017) | 20 | 380 | 19.00 | 0.00 | 18.00 | inf | nan | 0.97 | 1 | 1.00 | Directed | Unipartite | 4 | 2026-10-27 | Social Offline Sports Signed Weighted Metadata |
| 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 | 2020-08-11 | Social Online Unweighted Metadata |
| foursquare_global | Foursquare global check-ins and friendships (2012-2014) | 3,935,215 | 22,809,624 | 11.59 | 62.44 | 163.10 | 1016.53 | 0.02 | 0.00 | 14 | 1.00 | Undirected | Bipartite | 3 | 2020-08-11 | 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 | 2026-10-25 | Social Online Unweighted Metadata Timestamps Multigraph Spatial |
| freebase_fb15k | Freebase knowledge graph benchmarks (FB15k and FB15k-237, 2013-2015) | 14,951 | 592,213 | 39.61 | 220.72 | 152.99 | 32.04 | -0.11 | 0.03 | 8 | 1.00 | Directed | Unipartite | 2 | 2026-10-27 | Informational Relatedness Unweighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Biological Protein interactions Unweighted |
| fungal_networks | Fungal and slime mould networks (2016) | 2,741 | 2,971 | 2.17 | 1.36 | 2.27 | 3752.54 | -0.15 | 0.03 | 57 | 1.00 | Undirected | Unipartite | 270 | 2026-10-25 | Biological Weighted Spatial |
| gab_followers | Gab followers, reposts, replies and quotes (2016-2018) | 351,829 | 17,138,442 | 48.71 | 1009.99 | 2168.51 | 19.76 | -0.22 | 0.05 | 8 | 1.00 | Directed | Unipartite | 4 | 2026-10-31 | Social Online Political Unweighted Multigraph Timestamps Metadata |
| gab_users_fair | Gab follower network (2019) | 825,365 | 38,719,518 | 46.91 | 1258.30 | 2739.66 | 52.21 | -0.12 | 0.03 | 9 | 1.00 | Directed | Unipartite | 1 | 2026-10-31 | Social Online Political Unweighted Metadata |
| 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| game_thrones | Game of Thrones and A Song of Ice and Fire character interactions | 796 | 2,823 | 7.09 | 12.68 | 26.56 | 16.43 | -0.12 | 0.21 | 9 | 1.00 | Undirected | Unipartite | 16 | 2020-08-11 | Social Fictional Weighted Multigraph |
| 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 | 6 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Sports Unweighted Multigraph Temporal Metadata |
| gdelt_outlinks | GDELT news outlink domain network (2016-2019) | 4,407,927 | 30,072,787 | 6.82 | 288.82 | 2193.18 | 301.81 | -0.11 | 0.04 | 11 | 1.00 | Directed | Unipartite | 1 | 2026-10-31 | Informational Web graph Online Weighted |
| 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 | 2026-10-25 | Social Animal Weighted Metadata |
| gene_fusion | Gene fusions in human neoplasia (2006) | 291 | 279 | 1.92 | 3.24 | 3.13 | 63.84 | -0.35 | 0.00 | 9 | 0.38 | Undirected | Unipartite | 1 | 2026-10-27 | Biological Genetic Unweighted |
| 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 | 2020-08-11 | Biological Gene regulation Protein interactions Unweighted Multilayer |
| genius_expertise | Genius users, annotations and artists (2019-2020) | 1,994,956 | 3,184,366 | 3.19 | 18.74 | 48.76 | 5228.08 | -0.15 | 0.00 | 28 | 0.88 | Undirected | Bipartite | 3 | 2026-10-27 | Social Online Collaboration Multigraph Timestamps Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Gene regulation Unweighted Metadata |
| giant_tissue_networks | Human tissue-specific functional gene networks (GIANT/HumanBase, 2015) | — | — | — | — | — | — | — | — | — | — | 145 | 2026-10-28 | Biological Genetic Weighted 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 | 2026-10-25 | 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 | 2020-08-11 | Economic Preferences Unweighted Metadata |
| github_developers | GitHub developer mutual followers (2019) | 37,700 | 289,003 | 15.33 | 80.79 | 135.25 | 13.17 | -0.08 | 0.01 | 11 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Social Online Unweighted Metadata |
| gleif_ownership | Corporate parent and fund relationships of legal entities (GLEIF, 2026) | 357,105 | 489,614 | 1.37 | 14.68 | 28.95 | 28770.56 | -0.06 | 0.01 | 45 | 0.26 | Directed | Unipartite | 2 | 2026-10-27 | Economic Commerce 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Unweighted Temporal |
| globi_interactions | Global Biotic Interactions (GloBI, 2026) | 1,161,090 | 24,453,954 | 21.06 | 2237.34 | 497.22 | 11844.72 | 0.47 | 0.12 | 26 | 0.92 | Directed | Unipartite | 2 | 2026-10-28 | Biological Food web Unweighted Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | Technological Peer-to-peer Unweighted |
| 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Food web Unweighted Metadata |
| gridkit | GridKit high-voltage grids of Europe and North America (2016) | 16,174 | 22,459 | 2.78 | 1.55 | 3.63 | 36239.29 | 0.18 | 0.08 | 138 | 0.93 | Undirected | Unipartite | 3 | 2026-10-27 | Technological Power grid Spatial Weighted Multigraph 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 | 2026-10-25 | Social Offline Weighted Metadata Temporal |
| gwas_catalog | GWAS Catalog variant-trait associations (2016-2026) | 585,910 | 1,331,547 | 4.55 | 122.84 | 128.08 | 744.36 | -0.18 | 0.00 | 16 | 0.99 | Undirected | Bipartite | 11 | 2026-10-31 | Biological Genetic Unweighted Bipartite Multigraph Timestamps Metadata |
| hacker_news | Hacker News discussions (2006-2026) | 2,581,829 | 27,344,811 | 21.18 | 140.63 | 458.21 | 1069.22 | -0.11 | 0.00 | 20 | 0.93 | Undirected | Bipartite | 2 | 2026-10-28 | Social Online Communication Multigraph Timestamps Temporal Bipartite Weighted Metadata |
| 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 | 2026-10-25 | Social Offline Weighted Temporal |
| hamsterster | Hamsterster pet social network (2017) | 2,426 | 16,631 | 13.71 | 19.87 | 48.28 | 62.06 | 0.05 | 0.23 | 10 | 0.82 | Undirected | Unipartite | 2 | 2026-10-27 | Social Online Unweighted Metadata |
| 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 | 2026-10-25 | Social Fictional Unweighted Metadata Temporal |
| haslemere | BBC Pandemic Haslemere proximity (2017) | 469 | 102,831 | 438.51 | 374.08 | 51.62 | 138.97 | 0.42 | 0.51 | 5 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Social Offline Temporal Timestamps Multigraph Unweighted Metadata |
| hens | White Leghorn hens (1946) | 32 | 496 | 15.50 | 0.00 | 30.00 | inf | nan | 1.00 | 1 | 1.00 | Directed | Unipartite | 1 | 2020-08-11 | 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 | 2026-10-25 | Social Communication Unweighted |
| heterophilous_graphs | Heterophilous node classification benchmarks (roman-empire, amazon-ratings, questions, minesweeper, 2023) | 48,921 | 153,540 | 6.28 | 27.11 | 91.84 | 121.48 | -0.15 | 0.02 | 16 | 1.00 | Undirected | Unipartite | 4 | 2026-10-27 | Informational Language Economic Commerce Social Online Unweighted Metadata |
| hetionet | Hetionet biomedical knowledge graph (v1.0, 2017) | 47,031 | 2,250,197 | 47.84 | 471.93 | 695.15 | 13.26 | -0.18 | 0.01 | 8 | 0.96 | Directed | Unipartite | 1 | 2026-10-27 | Biological Protein interactions Gene regulation Drug interactions Unweighted Multigraph Metadata |
| hf_model_tree | Hugging Face model atlas (2025) | 1,167,895 | 485,834 | 0.42 | 54.74 | 21.18 | 48861.63 | -0.16 | 0.00 | 37 | 0.12 | Directed | Unipartite | 1 | 2026-10-31 | Informational Technological Software Online Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Biological Protein interactions Unweighted Metadata |
| hiv_cluster_1984 | Sexual contacts of early AIDS patients (1984) | 40 | 41 | 2.05 | 1.47 | 1.22 | 41.72 | -0.28 | 0.03 | 10 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Social Offline Public Health Unweighted |
| 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 | 2020-08-11 | Social Public Health Unweighted Metadata |
| hollywood_actors | Movie actor collaborations (IMDb, 2009-2021) | 2,996,317 | 5,369,819 | 3.58 | 14.31 | 157.17 | 2972.59 | 0.33 | 0.13 | 22 | 0.31 | Undirected | Unipartite | 3 | 2026-10-25 | Social Collaboration Unweighted Projection |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Public Health Weighted Metadata Multigraph |
| hosts_lepidoptera | HOSTS database of lepidopteran hostplants (2023) | 41,493 | 140,485 | 6.77 | 29.01 | 59.83 | 186.61 | -0.10 | 0.00 | 20 | 0.92 | Undirected | Bipartite | 1 | 2026-10-31 | Biological Ecological Food web Unweighted Bipartite Multigraph Metadata |
| 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 | 2026-10-25 | Social Animal Weighted Metadata |
| hudong | Hudong encyclopedia links (2011) | 2,452,715 | 18,854,882 | 7.69 | 158.16 | 231.01 | 2636.52 | -0.01 | 0.00 | 108 | 0.98 | Directed | Unipartite | 2 | 2026-10-27 | Informational Web graph Unweighted |
| 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 | 2021-02-01 | Biological Connectome |
| human_connectomes_multiscale | Multiscale weighted human connectomes (2024) | 1,014 | 37,910 | 74.77 | 48.05 | 105.51 | 4.03 | -0.02 | 0.30 | 4 | 1.00 | Undirected | Unipartite | 420 | 2026-10-27 | Biological Connectome Weighted Metadata |
| 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 | 2026-10-25 | Biological Weighted Signed |
| human_disease_comorbidity | Human disease comorbidity networks, Medicare (1990-1993) | 15,983 | 6,088,553 | 761.88 | 1367.47 | 2610.67 | 0.98 | -0.48 | 0.43 | 4 | 1.00 | Undirected | Unipartite | 18 | 2026-10-25 | Biological Public Health Weighted Metadata |
| human_gut_microbiome_compendium | Human Microbiome Compendium of gut samples (2023-2026) | 3,280,035 | 22,963,366 | 14.00 | 96.29 | 832.50 | 987344.14 | -0.10 | 0.00 | 38 | 0.67 | Undirected | Bipartite | 5 | 2026-10-31 | Biological Ecological Weighted Bipartite Metadata |
| 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 | 2026-10-25 | Biological Protein interactions Unweighted Metadata |
| human_interactomes_ndex | Molecular interaction networks of two benchmark collections and related studies (NDEx, 2017-2025) | 25,355 | 15,199,639 | 1198.95 | 1123.51 | 2342.91 | 2.32 | 0.09 | 0.27 | 6 | 1.00 | Undirected | Unipartite | 98 | 2026-10-31 | Biological Protein interactions Unweighted Metadata |
| human_microbiome | Human microbiome multiplex network (2014) | 305 | 4,433 | 29.07 | 39.98 | 28.34 | 23.93 | 0.49 | 0.65 | 10 | 0.95 | Undirected | Unipartite | 1 | 2026-10-26 | Biological Multilayer Unweighted |
| 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Public Health Weighted Metadata |
| humannet | HumanNet human functional gene networks (v2 and v3) | 18,593 | 1,125,494 | 121.07 | 87.97 | 291.37 | 9.54 | 0.42 | 0.31 | 6 | 1.00 | Undirected | Unipartite | 41 | 2026-10-31 | Biological Genetic Protein interactions Weighted Metadata |
| humap_complexes | hu.MAP human protein complexes, versions 1.0, 2.0 and 3.0 (2017-2024) | 29,095 | 75,531 | 5.19 | 5.12 | 20.14 | 357.90 | -0.02 | 0.00 | 30 | 0.97 | Undirected | Bipartite | 7 | 2026-10-31 | Biological Protein interactions Weighted Bipartite Multigraph Metadata |
| huri | Human Reference Interactome HuRI (2020) | 9,094 | 64,006 | 14.08 | 29.75 | 72.03 | 23.01 | -0.13 | 0.05 | 11 | 0.99 | Undirected | Unipartite | 9 | 2026-10-27 | Biological Protein interactions Unweighted |
| hyperbard | Shakespeare's plays, characters on stage (Hyperbard, 2022) | 255 | 711 | 5.58 | 8.92 | 12.46 | 22.23 | -0.36 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 37 | 2026-10-27 | Social Fictional Unweighted Metadata |
| hyves | Hyves friendship network (2010) | 1,402,673 | 2,777,419 | 3.96 | 45.30 | 113.02 | 47.91 | -0.02 | 0.00 | 10 | 1.00 | Undirected | Unipartite | 1 | 2020-08-11 | Social Online Unweighted |
| iceland_sexual_contacts | Sexual contacts among men in Iceland (1992) | 75 | 114 | 3.04 | 4.02 | 4.90 | 21.15 | -0.40 | 0.16 | 6 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Social Offline Public Health 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-09-28 | Online Social Directed Unweighted |
| insee_commuting | French commuting flows between communes (INSEE, 2006-2023) | 38,130 | 1,013,812 | 26.59 | 116.75 | 331.34 | 19.08 | 0.09 | 0.23 | 7 | 1.00 | Directed | Unipartite | 18 | 2026-10-31 | Transportation Employment Weighted Metadata |
| 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| inspire_hep | INSPIRE-HEP high-energy physics literature: citations and authorships | 2,691,319 | 22,086,057 | 16.41 | 121.92 | 1689.64 | 893.40 | 0.41 | 0.00 | 29 | 0.96 | Undirected | Bipartite | 2 | 2026-10-31 | Informational Citation Collaboration Bipartite Unweighted Metadata |
| intact | IntAct molecular interactions (2026) | 146,461 | 1,187,800 | 16.22 | 52.99 | 224.75 | 38614.42 | -0.04 | 0.06 | 24 | 0.93 | Undirected | Unipartite | 39 | 2026-10-27 | Biological Protein interactions Weighted Multigraph 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Affiliation Unweighted Tree |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| itc99 | ITC'99 benchmark circuits (2000) | 237,962 | 441,881 | 1.86 | 4.00 | 7.73 | 8547.62 | -0.13 | 0.00 | 37 | 1.00 | Directed | Unipartite | 82 | 2026-10-25 | Technological Unweighted Multigraph 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 | 2026-10-25 | Social Collaboration Unweighted Multigraph |
| iwdb | Interaction Web Database (IWDB) ecological networks (1923-2011) | 1,884 | 15,265 | 16.20 | 29.64 | 54.02 | 31.30 | -0.32 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 115 | 2026-10-25 | Biological Food web Weighted Unweighted Metadata Multilayer |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Social Offline Weighted |
| jlaw_citegraph | Japanese statutory law citations (JLaw-CiteGraph, 2026) | 951,458 | 1,528,207 | 1.61 | 8.31 | 88.34 | 2581.59 | -0.01 | 0.02 | 51 | 0.81 | Directed | Unipartite | 12 | 2026-10-31 | Informational Citation Legal Weighted Multigraph Metadata |
| jodie_wikipedia | Wikipedia edits, Reddit posts, MOOC actions and Last.fm listens (JODIE, 2019) | 9,227 | 157,474 | 34.13 | 86.40 | 24.32 | 719.63 | 0.18 | 0.00 | 11 | 0.99 | Undirected | Bipartite | 4 | 2026-10-25 | Informational Web graph Social Online 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Multilayer Weighted Metadata |
| kuairand | Kuaishou short video recommendation logs with random exposure (KuaiRand, 2022) | 32,066,010 | 323,464,444 | 10.09 | 494.09 | 2787.97 | 6.08 | -0.33 | 0.00 | 6 | 1.00 | Directed | Bipartite | 3 | 2026-10-28 | Social Online Preferences Bipartite Multigraph Timestamps Metadata |
| kuairec | Kuaishou short video views, fully observed (KuaiRec, 2020) | 17,904 | 12,530,806 | 699.89 | 1417.10 | 2206.84 | 1.49 | -0.05 | 0.00 | 5 | 1.00 | Directed | Bipartite | 3 | 2026-10-28 | Social Online Preferences Bipartite Multigraph Timestamps Metadata |
| kujala_public_transport | Public transport networks of 27 cities (2014-2017) | 24,261 | 335,841 | 27.69 | 14.53 | 81.46 | 59227.14 | 0.82 | 0.63 | 144 | 0.85 | Undirected | Unipartite | 169 | 2026-10-27 | Transportation Public Transport Spatial Multilayer Weighted Multigraph Timestamps Metadata |
| lastfm | Last.fm listening histories (2009) | 1,085,612 | 19,150,868 | 35.28 | 915.72 | 589.26 | 11.34 | -0.44 | 0.00 | 6 | 1.00 | Undirected | Bipartite | 2 | 2020-08-11 | Social Online Preferences Bipartite Unweighted Multigraph Timestamps Metadata |
| lastfm_360k | Last.fm users and their top artists (2008) | 628,124 | 17,559,530 | 55.91 | 458.13 | 689.40 | 7.20 | -0.16 | 0.00 | 10 | 1.00 | Undirected | Bipartite | 1 | 2026-10-28 | Social Online Preferences Bipartite Weighted Metadata |
| 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 | 2020-08-11 | Social Online Unweighted |
| lastfm_asia | LastFM Asia mutual followers (2020) | 7,624 | 27,806 | 7.29 | 11.50 | 36.81 | 105.31 | 0.02 | 0.18 | 15 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Social Online Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | Social Online Unweighted Metadata |
| latvia_company_ownership | Latvian company shareholders, officers and beneficial owners (2026) | 416,601 | 283,085 | 0.68 | 0.94 | 8.25 | 12092.50 | 0.00 | 0.00 | 75 | 0.07 | Directed | Unipartite | 3 | 2026-10-31 | Economic Commerce Social Affiliation Multigraph Weighted 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Fictional Weighted |
| libimseti | Libimseti.cz dating ratings (2006) | 220,970 | 17,359,346 | 78.56 | 483.96 | 943.38 | 6.29 | -0.14 | 0.01 | 6 | 1.00 | Directed | Unipartite | 1 | 2020-08-11 | Social Online Weighted Metadata |
| librec_trust | FilmTrust and CiaoDVD trust and rating networks (2011-2013) | 33,736 | 72,665 | 4.31 | 16.72 | 34.97 | 101.63 | -0.13 | 0.00 | 19 | 0.95 | Undirected | Bipartite | 5 | 2026-10-27 | Social Online Preferences Weighted Multigraph Timestamps Metadata |
| lightning_network | Bitcoin Lightning Network (2019-2023) | 15,855 | 78,577 | 4.96 | 51.23 | 107.57 | 37.96 | -0.18 | 0.03 | 9 | 0.99 | Directed | Unipartite | 5 | 2026-10-31 | Economic Cryptocurrency Technological Timestamps Metadata |
| liner_shipping | Global liner shipping networks (2015-2018) | 977 | 16,680 | 34.15 | 41.03 | 84.34 | 14.73 | -0.02 | 0.35 | 5 | 1.00 | Undirected | Unipartite | 4 | 2026-10-27 | Transportation Economic Trade Weighted Metadata |
| 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 | 2020-08-11 | 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| littlesis | LittleSis network of power (2022, 2024, 2026) | 443,997 | 1,885,509 | 4.25 | 75.23 | 290.26 | 805.17 | -0.08 | 0.00 | 36 | 0.86 | Directed | Unipartite | 3 | 2026-10-31 | Social Economic Political Affiliation Multigraph Weighted 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 | 2020-08-11 | 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 | 2020-08-11 | Social Online Unweighted |
| livejournal_asu | LiveJournal friendships, ASU crawl (2010) | 2,238,731 | 14,608,137 | 6.53 | 62.96 | 214.22 | 290.82 | -0.10 | 0.03 | 8 | 1.00 | Directed | Unipartite | 1 | 2026-10-25 | 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 | 2020-08-11 | Social Online Unweighted Multigraph |
| ljournal_2008 | LiveJournal friendships (2008) | 5,363,260 | 79,023,142 | 14.73 | 80.35 | 582.44 | 25001.71 | 0.07 | 0.15 | 38 | 1.00 | Directed | Unipartite | 1 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Transportation Public Transport Multilayer Weighted |
| lotus_natural_products | LOTUS natural products and the organisms they occur in (2021-2026) | 338,694 | 6,438,722 | 38.02 | 289.05 | 126.44 | 1674.17 | -0.03 | 0.00 | 22 | 0.93 | Undirected | Bipartite | 16 | 2026-10-31 | Biological Chemical Unweighted Bipartite Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Economic Unweighted Tree |
| 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 | 2026-10-25 | Social Offline Weighted Temporal |
| mag_cs_coauthor | Computer science coauthor teams in ten conferences (MAG, 2020) | 132,087 | 180,725 | 2.74 | 3.75 | 8.57 | 1514.68 | -0.07 | 0.00 | 36 | 0.79 | Undirected | Bipartite | 1 | 2026-10-25 | Social Collaboration Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Unweighted Multigraph Metadata |
| mangal | Mangal ecological interaction networks | 1,500 | 15,255 | 10.17 | 19.07 | 36.94 | 2.62 | -0.04 | 0.00 | 6 | 1.00 | Directed | Bipartite | 1481 | 2026-10-27 | Biological Food web Unweighted Weighted 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-13 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Weighted Metadata |
| mcm_atmospheric | Master Chemical Mechanism and CRI mechanism of atmospheric chemistry (1999-2023) | 22,530 | 55,455 | 2.46 | 61.40 | 48.76 | 6.58 | -0.18 | 0.00 | 9 | 1.00 | Directed | Bipartite | 7 | 2026-10-31 | Chemical Unweighted Bipartite Multigraph 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Economic Trade Weighted Metadata |
| metamath_setmm | Metamath set.mm theorem dependencies (2015-2026) | 51,242 | 1,523,526 | 29.73 | 400.39 | 494.56 | 5.91 | -0.16 | 0.00 | 8 | 1.00 | Directed | Unipartite | 12 | 2026-10-31 | Informational Relatedness Weighted Metadata |
| metanetx_reactions | MetaNetX/MNXref reconciled metabolic reactions (2013-2025) | 131,442 | 382,400 | 2.91 | 121.66 | 153.79 | 293.10 | -0.13 | 0.00 | 32 | 0.99 | Directed | Bipartite | 11 | 2026-10-31 | Biological Metabolic Chemical Unweighted Bipartite 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 | 2026-10-25 | 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 | 2026-10-25 | Social Political Unweighted Metadata |
| mice_contacts | Free-ranging house mice contacts (2017) | 437 | 5,751,692 | 26323.53 | 16446.69 | 65.19 | 13540.76 | 0.50 | 0.94 | 5 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Animal Offline Temporal Timestamps Multigraph Unweighted Metadata |
| microns_mm3 | MICrONS mouse visual cortex (2023-2025) | 71,981 | 9,005,438 | 125.11 | 375.49 | 710.52 | 18.42 | -0.14 | 0.09 | 9 | 1.00 | Directed | Unipartite | 7 | 2026-10-27 | Biological Connectome Weighted Multigraph 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 | 2020-08-11 | Informational Relatedness Weighted |
| mind_news | MIND news clicks of Microsoft News users (2019) | 1,007,335 | 22,090,337 | 43.86 | 493.35 | 614.83 | 5.86 | -0.17 | 0.00 | 8 | 0.96 | Undirected | Bipartite | 2 | 2026-10-28 | Social Online Informational Preferences Unweighted Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | 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 | 2023-04-16 | 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| monarch_kg | Monarch Initiative knowledge graph (2023-2026) | 1,670,861 | 16,433,147 | 9.84 | 385.31 | 456.60 | 441.47 | -0.04 | 0.02 | 25 | 0.70 | Directed | Unipartite | 5 | 2026-10-28 | Biological Informational Unweighted Multigraph 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2022-12-06 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Fictional Weighted |
| movielens_10m_tags | MovieLens 10M tag assignments (2005-2009) | 24,130 | 95,580 | 7.92 | 22.20 | 40.18 | 39.85 | -0.03 | 0.00 | 14 | 0.98 | Undirected | Bipartite | 1 | 2020-08-11 | Informational Folksonomy Unweighted Multigraph Timestamps Metadata |
| movielens_32m | MovieLens 32M ratings and tags (1995-2023) | 288,533 | 32,000,204 | 221.81 | 1425.67 | 2441.02 | 3.00 | -0.29 | 0.00 | 6 | 0.99 | Undirected | Bipartite | 2 | 2026-10-28 | Social Online Preferences Weighted Timestamps Metadata |
| movielens_ratings | MovieLens ratings (1995-2019) | 224,964 | 25,000,095 | 222.26 | 1295.45 | 2177.72 | 4.24 | -0.29 | 0.00 | 6 | 0.98 | Undirected | Bipartite | 7 | 2026-10-28 | Social Online Preferences Weighted Timestamps Metadata |
| movies_tmdb | The Movies Dataset: TMDB cast, crew and keywords (2017) | 249,176 | 562,044 | 4.51 | 7.95 | 24.69 | 675.54 | -0.13 | 0.00 | 24 | 0.97 | Undirected | Bipartite | 3 | 2026-10-25 | Economic Employment Affiliation Unweighted Multigraph Metadata |
| msd_taste_profile | Echo Nest Taste Profile of the Million Song Dataset (2011) | 1,403,864 | 48,373,586 | 68.91 | 422.53 | 883.92 | 12.58 | -0.08 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 1 | 2026-10-28 | Social Online Preferences Bipartite Weighted Metadata |
| mturk_workers | Amazon Mechanical Turk worker communication network (2015) | 10,354 | 5,268 | 1.02 | 6.06 | 31.24 | 43.95 | -0.10 | 0.26 | 14 | 0.10 | Undirected | Unipartite | 1 | 2026-10-25 | Social Online Communication Unweighted |
| multiplex_diseasome | Multiplex network of human diseases (2019) | 13,409 | 47,970 | 7.15 | 67.16 | 98.02 | 36.90 | -0.45 | 0.00 | 14 | 0.99 | Undirected | Bipartite | 2 | 2026-10-26 | Biological Genetic Public Health Unweighted Multilayer 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | Social Offline Unweighted Temporal Projection |
| national_public_transport | National public transport networks (2026) | 439,081 | 805,836 | 1.84 | 2.54 | 15.92 | 54546.88 | 0.34 | 0.14 | 206 | 0.99 | Directed | Unipartite | 9 | 2026-10-31 | Transportation Public Transport Spatial Multilayer Weighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-09-26 | Biological Food web Unweighted Metadata |
| netflix_prize | Netflix Prize ratings (1998-2005) | 497,959 | 100,480,507 | 403.57 | 3363.30 | 5022.55 | 1.43 | -0.39 | 0.00 | 5 | 1.00 | Undirected | Bipartite | 2 | 2026-10-28 | Social Online Preferences Weighted Timestamps 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 | 2020-08-11 | Social Collaboration Weighted Projection |
| network_science_book | Phone call, email, metabolic and citation networks of the Network Science book | 449,673 | 4,689,479 | 10.43 | 31.95 | 101.44 | 112.50 | -0.02 | 0.08 | 20 | 1.00 | Directed | Unipartite | 4 | 2026-10-27 | Social Communication Biological Metabolic Informational Citation Unweighted |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Sports Weighted Multigraph Metadata |
| nft_trades | NFT trades on Ethereum and WAX (2017-2021) | 5,211,187 | 12,142,054 | 2.33 | 174.61 | 184.70 | 482.61 | -0.03 | 0.00 | 20 | 0.58 | Directed | Bipartite | 2 | 2026-10-31 | Economic Cryptocurrency Commerce Bipartite Multigraph Timestamps 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Technological Software Unweighted Metadata |
| obo_ontologies | Gene Ontology, Human Phenotype Ontology, Mondo and Uberon ontologies (OBO, 2004-2026) | 59,125 | 117,320 | 1.98 | 27.02 | 21.30 | 748.54 | -0.04 | 0.00 | 41 | 1.00 | Directed | Unipartite | 58 | 2026-10-31 | Biological Informational Unweighted Multigraph 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 | 2026-10-25 | Informational Language Unweighted Metadata |
| offshore_leaks | ICIJ Offshore Leaks database | 2,016,523 | 3,339,267 | 1.66 | 53.93 | 195.10 | 14330.09 | -0.03 | 0.00 | 35 | 0.47 | Directed | Unipartite | 1 | 2026-10-27 | Economic Social Offline Unweighted Multigraph Metadata |
| offsides_twosides | OFFSIDES and TWOSIDES drug side effects and interactions (FAERS) | 17,272 | 3,206,557 | 371.30 | 878.53 | 1266.38 | 1.61 | -0.39 | 0.00 | 5 | 1.00 | Undirected | Bipartite | 2 | 2026-10-31 | Biological Drug interactions Public Health Weighted Multigraph Metadata |
| ogbl_biokg | Biomedical knowledge graph BioKG (ogbl-biokg, 2020) | 93,773 | 5,088,434 | 54.26 | 686.06 | 528.49 | 143.10 | -0.08 | 0.31 | 10 | 1.00 | Directed | Unipartite | 1 | 2026-10-31 | Biological Informational Drug interactions Protein interactions Unweighted Multigraph Metadata |
| ogbl_citation2 | Microsoft Academic Graph citations (ogbl-citation2, 2020) | 2,927,963 | 30,561,187 | 10.44 | 43.00 | 193.44 | 442.64 | -0.01 | 0.06 | 28 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Citation Unweighted Metadata |
| ogbl_ppa | Protein associations of 58 species (ogbl-ppa, 2020) | 576,289 | 30,326,273 | 105.25 | 142.32 | 916.36 | 95.38 | 0.47 | 0.32 | 15 | 1.00 | Undirected | Unipartite | 1 | 2026-10-28 | Biological Protein interactions Unweighted Metadata |
| ogbl_wikikg2 | Wikidata knowledge graph (ogbl-wikikg2, 2015) | 2,500,604 | 17,137,181 | 6.85 | 1332.19 | 1266.29 | 1325.50 | -0.11 | 0.00 | 12 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Relatedness Unweighted Multigraph Metadata |
| ogbn_arxiv | arXiv computer science citations (ogbn-arxiv, 1971-2020) | 169,343 | 1,166,243 | 6.89 | 68.70 | 161.11 | 1409.73 | -0.04 | 0.02 | 25 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Citation Unweighted Metadata |
| ogbn_mag | Microsoft Academic Graph, heterogeneous subset (ogbn-mag, 2020) | 1,939,743 | 21,111,007 | 10.88 | 591.72 | 889.06 | 53.64 | -0.03 | 0.00 | 6 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Citation Social Collaboration Academic graph Unweighted Metadata |
| ogbn_products | Amazon product co-purchases (ogbn-products) | 2,449,029 | 61,859,140 | 50.52 | 95.90 | 376.04 | 251318.22 | -0.04 | 0.13 | 29 | 0.97 | Undirected | Unipartite | 1 | 2026-10-28 | Economic Commerce Unweighted Metadata |
| ogbn_proteins | Protein associations of 8 species (ogbn-proteins, 2020) | 132,534 | 39,561,252 | 597.00 | 621.48 | 2291.21 | 28.57 | 0.36 | 0.28 | 10 | 1.00 | Undirected | Unipartite | 1 | 2026-10-28 | Biological Protein interactions Weighted Metadata |
| omnipath | OmniPath molecular interactions (2018-2026) | 56,444 | 2,071,155 | 36.69 | 342.36 | 451.99 | 51.80 | -0.23 | 0.06 | 12 | 0.41 | Directed | Unipartite | 24 | 2026-10-31 | Biological Protein interactions Gene regulation Signed Unweighted Multigraph Metadata |
| open_payments | Open Payments: industry payments to US health care providers (2019-2025) | 1,025,628 | 16,131,856 | 15.73 | 2356.32 | 789.13 | 86.01 | -0.21 | 0.00 | 10 | 1.00 | Directed | Bipartite | 7 | 2026-10-28 | Economic Public Health Bipartite Multigraph Weighted Temporal Timestamps Metadata |
| open_targets_associations | Open Targets target-disease associations (2021-2026) | 59,444 | 17,459,960 | 587.44 | 1363.96 | 2512.23 | 2.18 | -0.33 | 0.00 | 6 | 1.00 | Undirected | Bipartite | 7 | 2026-10-31 | Biological Weighted Bipartite Metadata |
| openalex_cocitations | Co-citations of highly cited papers in five fields (OpenAlex, 2024) | 59,287 | 124,659 | 4.21 | 14.64 | 25.93 | 633.61 | -0.05 | 0.00 | 34 | 1.00 | Undirected | Bipartite | 5 | 2026-10-27 | Informational Citation 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 | 2020-08-11 | Transportation Airport Weighted Multigraph |
| openlegaldata_citations | German court decision citations (Open Legal Data, 2019, 2026) | 497,040 | 3,833,034 | 7.71 | 304.73 | 397.59 | 1286.57 | -0.11 | 0.00 | 22 | 0.93 | Directed | Unipartite | 2 | 2026-10-31 | Informational Citation Legal Weighted Metadata |
| opensanctions | OpenSanctions persons and companies of interest (2026) | 1,801,650 | 1,525,805 | 0.85 | 21.58 | 57.08 | 33582.35 | -0.05 | 0.00 | 70 | 0.36 | Directed | Unipartite | 1 | 2026-10-31 | Social Economic Political Affiliation Multigraph Unweighted Metadata |
| opensky_flights | OpenSky airport networks (2019-2021) | 13,269 | 284,004 | 21.40 | 98.61 | 200.21 | 64.62 | 0.03 | 0.22 | 11 | 0.99 | Directed | Unipartite | 36 | 2026-10-27 | Transportation Airport Weighted Temporal Metadata |
| opensky_flights_full | OpenSky airport networks, non-commercial release (2019-2022) | 13,651 | 302,246 | 22.14 | 100.32 | 198.41 | 37.46 | 0.02 | 0.21 | 11 | 1.00 | Directed | Unipartite | 48 | 2026-10-27 | Transportation Airport Weighted Temporal Metadata |
| 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 | 2020-08-11 | Transportation Roads Multigraph Unweighted |
| oregon_as | Oregon Route Views AS graphs (2001) | 11,461 | 32,731 | 5.71 | 35.21 | 72.23 | 33.75 | -0.16 | 0.04 | 9 | 1.00 | Undirected | Unipartite | 18 | 2026-10-25 | Technological Communication Unweighted Temporal |
| 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 | 2020-08-12 | Technological Communication Weighted |
| paris_transportation | Paris Transportation (2016) | 15,497 | 51,931 | 3.35 | 4.36 | 12.88 | 6145.42 | 0.19 | 0.17 | 114 | 0.99 | Directed | Unipartite | 1 | 2020-08-11 | 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| parlnet | Bill cosponsorship in European parliaments (parlnet, 1983-2015) | 663 | 25,730 | 38.81 | 62.65 | 101.71 | 6.24 | -0.10 | 0.41 | 5 | 1.00 | Directed | Unipartite | 150 | 2026-10-27 | Political Social Governance Weighted Metadata |
| patentsview | U.S. patents: citations, inventors, assignees and classes (PatentsView, 1976-2026) | 13,228,767 | 22,884,194 | 3.46 | 9.31 | 157.46 | 11566.59 | -0.03 | 0.00 | 52 | 0.82 | Undirected | Bipartite | 5 | 2026-10-31 | Informational Citation Collaboration Affiliation Bipartite 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 | 2026-10-25 | Social Affiliation Unweighted Projection Political |
| pchic_blood_cells | Promoter Capture Hi-C in 17 human blood cell types (2016) | 769,334 | 10,554,701 | 13.72 | 88.44 | 243.53 | 5477.64 | -0.70 | 0.11 | 12 | 1.00 | Directed | Unipartite | 4 | 2026-10-31 | Biological Genetic Weighted Metadata |
| peeringdb | PeeringDB interconnection network (2010-2026) | 78,268 | 176,269 | 4.50 | 22.59 | 80.99 | 91.24 | -0.08 | 0.01 | 16 | 0.64 | Undirected | Unipartite | 196 | 2026-10-31 | Technological Unweighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2020-08-11 | Social Online Unweighted |
| pgp_2004 | PGP web of trust (2004) | 10,680 | 24,316 | 4.55 | 8.08 | 41.03 | 288.47 | 0.24 | 0.38 | 24 | 1.00 | Undirected | Unipartite | 1 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Biological 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | Informational Relatedness Unweighted Metadata |
| polecat_events | Political events between actors (POLECAT, 2018-2024) | 91,314 | 1,996,186 | 21.86 | 1081.24 | 318.37 | 25.51 | -0.07 | 0.35 | 9 | 0.97 | Directed | Unipartite | 1 | 2026-10-27 | Social Political Conflict Unweighted Multigraph Timestamps 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Genetic Weighted |
| portland_contacts | Synthetic contact network of Portland, Oregon | 1,615,860 | 31,213,500 | 38.63 | 33.10 | 99.34 | 64.35 | 0.29 | 0.39 | 15 | 0.98 | Undirected | Unipartite | 1 | 2026-10-28 | Social Offline Public Health Unweighted |
| 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 | 2020-08-11 | Technological Power grid Unweighted |
| powerplant_bayesian | Power plant sensor Bayesian network (2007) | 46 | 42 | 0.91 | 2.43 | 1.55 | 24.43 | -0.39 | 0.00 | 9 | 0.87 | Directed | Unipartite | 1 | 2026-10-25 | Informational Unweighted Metadata |
| primekg | PrimeKG precision medicine knowledge graph (2022) | 134,583 | 4,098,513 | 60.91 | 412.61 | 1125.68 | 3508.62 | -0.29 | 0.08 | 23 | 1.00 | Undirected | Unipartite | 4 | 2026-10-27 | Biological Informational Unweighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2021-12-25 | 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 | 2020-08-11 | 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 | 2023-02-19 | Biological Weighted |
| pubchem_literature | PubChem compound-literature links (2025) | 13,789,196 | 51,878,601 | 7.52 | 441.33 | 1291.52 | 716.76 | -0.15 | 0.00 | 19 | 1.00 | Undirected | Bipartite | 1 | 2026-10-28 | Informational Chemical Unweighted Multigraph Metadata |
| pubmed_linqs | PubMed diabetes papers (LINQS, 2012) | 19,717 | 44,338 | 2.25 | 7.44 | 21.65 | 70.60 | -0.04 | 0.05 | 17 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Citation Unweighted Metadata Text |
| pubtator3_relations | PubTator3 biomedical relations mined from PubMed | 618,545 | 40,411,999 | 65.33 | 3332.10 | 1625.65 | 55.76 | -0.03 | 0.44 | 11 | 0.99 | Directed | Unipartite | 1 | 2026-10-31 | Biological Informational Unweighted Multigraph Metadata |
| pypsa_eur_grid | European high-voltage grid from OpenStreetMap (PyPSA-Eur, 2024-2026) | 6,863 | 10,146 | 2.96 | 1.72 | 2.89 | 7770.77 | 0.14 | 0.04 | 89 | 1.00 | Undirected | Unipartite | 7 | 2026-10-27 | Technological Power grid Spatial Weighted Multigraph Metadata |
| 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 | 2020-08-11 | Technological Software Unweighted |
| qa_user | User interactions on Q&A websites (2016, 2024) | 2,601,977 | 63,497,050 | 24.40 | 436.50 | 713.99 | 47.91 | 0.25 | 0.04 | 11 | 0.99 | Directed | Unipartite | 32 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Relatedness Unweighted Metadata |
| railway_delays | Italian and Chinese railway networks with delays (2020-2024) | 2,415 | 8,556 | 7.09 | 7.24 | 20.67 | 310.62 | 0.19 | 0.29 | 16 | 0.98 | Undirected | Unipartite | 2 | 2026-10-26 | Transportation Spatial 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | Social Offline Unweighted Timestamps |
| recipe_rec | Food.com recipes and their ingredients (RecipeRec, 2022) | 87,004 | 515,189 | 11.84 | 148.25 | 168.42 | 15.99 | -0.16 | 0.00 | 10 | 1.00 | Undirected | Bipartite | 1 | 2026-10-27 | Informational Online Unweighted Metadata |
| reddit_graphsage | Reddit posts linked by common commenters (GraphSAGE, 2014) | 232,965 | 57,307,946 | 491.99 | 799.82 | 2358.81 | 50.36 | 0.11 | 0.24 | 8 | 1.00 | Undirected | Unipartite | 2 | 2026-10-28 | Social Online Projection Unweighted Metadata |
| reddit_hyperlinks | Reddit subreddit hyperlinks (2014-2017) | 67,180 | 858,488 | 12.78 | 280.56 | 239.07 | 440.71 | -0.01 | 0.31 | 14 | 0.98 | Directed | Unipartite | 2 | 2026-10-27 | Social Online Communication Signed Multigraph 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 | 2026-10-25 | Biological Weighted Metadata |
| regulondb | RegulonDB E. coli transcriptional regulatory networks (2026) | 3,112 | 7,351 | 2.36 | 21.64 | 24.14 | 47.41 | -0.34 | 0.00 | 9 | 0.97 | Directed | Bipartite | 13 | 2026-10-27 | Biological Gene regulation Unweighted 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 | 2020-08-11 | 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 | 2020-08-11 | Informational Language Bipartite Weighted Metadata |
| 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 | 2026-10-25 | Informational Language Weighted Timestamps Metadata |
| rhea_reactions | Rhea biochemical reactions (2026) | 33,814 | 90,303 | 2.67 | 75.35 | 88.96 | 34.99 | -0.15 | 0.00 | 14 | 0.99 | Directed | Bipartite | 2 | 2026-10-31 | Biological Metabolic Chemical Unweighted Bipartite 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 | 2020-08-11 | 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 | 2020-08-11 | Transportation Roads Unweighted |
| rocketfuel | Rocketfuel ISP topologies (2002-2003) | 11,800 | 14,293 | 2.42 | 5.70 | 16.79 | 849.39 | -0.45 | 0.01 | 18 | 1.00 | Undirected | Unipartite | 17 | 2026-10-27 | Technological Communication Weighted Metadata |
| 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 | 2026-10-25 | Informational Language Unweighted Metadata |
| roman_roads | Roads of the Roman Empire (Itiner-e, 2024) | 10,406 | 14,769 | 2.84 | 0.84 | 2.84 | 109221.01 | 0.13 | 0.08 | 316 | 0.87 | Undirected | Unipartite | 1 | 2026-10-27 | Transportation Roads Spatial Weighted Multigraph 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 | 2026-10-25 | 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 | 2020-08-11 | Technological Communication Unweighted Temporal |
| rt_retweets | Twitter retweet networks from the Network Repository (2009-2012) | 1,112,702 | 2,278,852 | 4.10 | 16.38 | 68.04 | 648.57 | -0.02 | 0.00 | 18 | 1.00 | Undirected | Unipartite | 33 | 2026-10-27 | Social Online Unweighted Multigraph Timestamps |
| 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 | 2026-10-25 | 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 | 2026-10-25 | Social Online Weighted Metadata |
| sa_companies | South African company directors (1905) | 11 | 13 | 2.36 | 0.98 | 1.63 | 5.88 | -0.22 | 0.00 | 6 | 1.00 | Undirected | Bipartite | 1 | 2020-08-11 | Social Affiliation Bipartite Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Offline Unweighted Metadata |
| saxena_terror_india | Jammu and Kashmir terrorist organizations (2000-2003) | 25 | 64 | 5.12 | 3.77 | 6.23 | 2.38 | -0.32 | 0.40 | 4 | 1.00 | Undirected | Unipartite | 4 | 2026-10-25 | Social Offline Unweighted Temporal |
| scigrid_gas | European gas transmission network (SciGRID_gas IGGIELGN, 2021) | 4,804 | 6,263 | 2.61 | 1.66 | 3.71 | 9481.84 | 0.21 | 0.06 | 131 | 1.00 | Undirected | Unipartite | 3 | 2026-10-27 | Technological Spatial Weighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-09-26 | 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 | 2026-10-25 | Social Offline Weighted |
| sec_13f_holdings | Institutional investment manager holdings (SEC Form 13F, 2013-2026) | 44,022 | 2,464,092 | 111.95 | 772.86 | 726.67 | 73.09 | -0.14 | 0.00 | 7 | 1.00 | Undirected | Bipartite | 54 | 2026-10-31 | Economic Commerce Bipartite Multigraph Weighted Metadata |
| 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 | 2026-10-25 | Informational Web graph Unweighted Temporal |
| sider | SIDER drug side effects and indications (2015) | 7,553 | 309,849 | 82.05 | 198.09 | 225.99 | 3.92 | -0.20 | 0.00 | 7 | 1.00 | Undirected | Bipartite | 5 | 2026-10-27 | Biological Drug interactions Unweighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Social Communication Unweighted |
| sister_cities | Sister cities (Wikidata) | 14,274 | 20,573 | 2.88 | 4.30 | 25.00 | 217.11 | 0.39 | 0.11 | 25 | 0.72 | Undirected | Unipartite | 2 | 2026-10-27 | Social Offline Relationships Unweighted Metadata |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Online Social Collaboration Informational Relatedness Unweighted Metadata |
| soccer_passing | Soccer passing networks (Wyscout, 2016-2018) | 602 | 13,796 | 22.92 | 29.07 | 15.23 | 0.91 | 0.47 | 0.86 | 2 | 0.04 | Directed | Unipartite | 7 | 2026-10-27 | Social Offline Sports Weighted Multigraph Timestamps 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2021-12-25 | 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 | 2026-10-25 | 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 | 2021-08-07 | 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 | 2021-08-07 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Offline Weighted Temporal Metadata |
| sp_sfhh_conference | SFHH conference contacts (2009) | 403 | 70,261 | 348.69 | 377.35 | 64.36 | 13.43 | 0.41 | 0.49 | 4 | 1.00 | Undirected | Unipartite | 1 | 2026-10-25 | Social Offline Temporal Timestamps Multigraph Unweighted |
| sp_south_african_households | South African household contacts (2020-2021) | 340 | 70,271 | 413.36 | 471.36 | 6.00 | 0.78 | 0.64 | 0.56 | 1 | 0.02 | Undirected | Unipartite | 1 | 2026-10-25 | Social Offline Temporal Timestamps Multigraph Unweighted 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 | 2026-10-25 | 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 | 2023-04-27 | 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 | 2026-10-25 | Biological Genetic Weighted |
| splotopen | sPlotOpen global vegetation plots (1888-2015) | 137,633 | 1,943,306 | 28.24 | 95.67 | 194.32 | 99.76 | -0.17 | 0.00 | 12 | 1.00 | Undirected | Bipartite | 1 | 2026-10-31 | Biological Ecological Weighted Bipartite Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Informational Online Folksonomy Unweighted Timestamps Metadata |
| stackexchange_threads | Stack Exchange question threads (2008-2017) | 13,981,325 | 25,578,226 | 3.66 | 34.25 | 45.99 | 413.29 | -0.04 | 0.00 | 27 | 0.94 | Undirected | Bipartite | 4 | 2026-10-27 | Social Online Collaboration Unweighted Timestamps Metadata |
| stackoverflow | Stack Overflow favorites (2011) | 641,876 | 1,302,040 | 4.06 | 25.07 | 88.46 | 136.55 | -0.05 | 0.00 | 20 | 0.94 | Undirected | Bipartite | 1 | 2020-08-11 | 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 | 2021-08-07 | 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 | 2026-10-25 | Social Fictional Weighted Metadata |
| statsbomb | StatsBomb soccer passing networks | 2,126 | 188,707 | 88.76 | 485.60 | 43.21 | 33.18 | 0.42 | 0.74 | 6 | 0.99 | Directed | Unipartite | 24 | 2026-10-27 | Social Offline Sports Weighted Multigraph Timestamps Metadata |
| steam | Steam video game reviews, ownership and bundles (2010-2018) | 2,842,673 | 7,793,069 | 2.74 | 221.27 | 291.57 | 26.00 | -0.13 | 0.00 | 12 | 1.00 | Directed | Bipartite | 4 | 2026-10-28 | Social Online Preferences Bipartite Multigraph Timestamps 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 | 2026-10-25 | Informational Language Unweighted Metadata |
| stitch_chemicals | STITCH chemical-chemical and protein-chemical associations (2015) | 806,234 | 15,473,939 | 38.39 | 659.94 | 2692.45 | 51.29 | -0.36 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 8 | 2026-10-28 | Biological Chemical Drug interactions Weighted 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 | 2026-10-25 | 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 | 2026-10-25 | Social Animal Weighted Metadata |
| string_ppi | STRING protein association networks (2025) | 27,462 | 7,659,944 | 557.86 | 627.69 | 1358.60 | 5.80 | 0.05 | 0.22 | 7 | 0.95 | Undirected | Unipartite | 56 | 2026-10-27 | Biological Protein interactions 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Offline Unweighted |
| swissrailnet | Swiss railway network, four representations (2025) | 1,626 | 37,945 | 23.34 | 38.67 | 49.76 | 67.09 | 0.11 | 0.54 | 7 | 0.98 | Directed | Unipartite | 5 | 2026-10-27 | Transportation Public Transport Spatial Weighted Multigraph Timestamps Metadata |
| 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 | 2026-10-25 | Social Offline Weighted Metadata Temporal |
| telegram_channels_graph | Telegram channels graph (2015-2024) | 277,790 | 8,046,017 | 28.96 | 570.62 | 2517.65 | 472.46 | -0.45 | 0.02 | 23 | 0.44 | Directed | Unipartite | 2 | 2026-10-31 | Social Online Communication Weighted Multigraph Metadata |
| telegram_forwards | Pushshift Telegram channels and users (2015-2019) | 1,197,990 | 1,325,088 | 2.21 | 75.91 | 46.72 | 979.99 | -0.28 | 0.00 | 12 | 0.98 | Undirected | Bipartite | 2 | 2026-10-31 | Social Online Communication Political Bipartite Weighted Timestamps Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Offline Unweighted Metadata |
| tflink | TFLink transcription factor-target gene interactions (2022) | 21,597 | 4,057,582 | 187.88 | 1389.20 | 1791.15 | 1.82 | -0.70 | 0.08 | 5 | 1.00 | Directed | Unipartite | 7 | 2026-10-31 | Biological Gene regulation Unweighted Metadata |
| tgbl_comment | Reddit comment replies (tgbl-comment, TGB, 2005-2010) | 994,790 | 44,314,507 | 44.55 | 569.83 | 1665.73 | 1662.26 | 0.08 | 0.12 | 31 | 0.76 | Directed | Unipartite | 1 | 2026-10-27 | Social Online Communication Unweighted Multigraph Timestamps Metadata |
| tgbn_genre | Last.fm users and the music genres they listen to (tgbn-genre, TGB, 2005-2009) | 1,505 | 17,858,395 | 11866.04 | 85482.29 | 262.17 | 2.58 | -0.24 | 0.00 | 4 | 1.00 | Directed | Bipartite | 1 | 2026-10-27 | Social Online Preferences Weighted Multigraph Timestamps Metadata |
| tgbn_reddit | Reddit users and the subreddits they post in (tgbn-reddit, TGB, 2008-2010) | 11,766 | 27,174,118 | 2309.55 | 57803.85 | 460.88 | 10.01 | -0.34 | 0.00 | 4 | 1.00 | Directed | Bipartite | 1 | 2026-10-27 | Social Online Affiliation Unweighted Multigraph Timestamps Metadata |
| tgbn_token | Ethereum users and the tokens they transfer (tgbn-token, TGB, 2016-2018) | 61,756 | 72,936,998 | 1181.05 | 43991.62 | 455.02 | 54455.19 | 0.01 | 0.00 | 8 | 1.00 | Directed | Bipartite | 1 | 2026-10-27 | Economic Cryptocurrency Weighted Multigraph Timestamps Metadata |
| tgbn_trade | International agricultural trade shares (tgbn-trade, TGB, 1986-2016) | 255 | 468,245 | 1836.25 | 2996.83 | 180.04 | 0.67 | -0.31 | 0.91 | 3 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Economic Trade Weighted Multigraph Timestamps Metadata |
| thgl_forum | Reddit comments of January 2014 (thgl-forum, TGB 2.0) | 152,816 | 23,757,707 | 155.47 | 3840.86 | 573.70 | 2169.72 | -0.07 | 0.06 | 7 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Social Online Communication Unweighted Multigraph Timestamps Metadata |
| thgl_github | GitHub activity in January and March 2024 (thgl-github and thgl-software, TGB 2.0) | 5,856,765 | 17,499,577 | 2.99 | 384.90 | 237.13 | 99618.60 | -0.05 | 0.00 | 77 | 0.59 | Directed | Unipartite | 2 | 2026-10-27 | Technological Software Online Collaboration Unweighted Multigraph Timestamps Metadata |
| thgl_myket | Myket app market installations and updates (thgl-myket, TGB 2.0, 2020-2021) | 1,530,835 | 53,632,788 | 35.03 | 2750.32 | 1660.42 | 12.98 | -0.12 | 0.00 | 10 | 1.00 | Directed | Bipartite | 1 | 2026-10-27 | Economic Commerce Online Unweighted Multigraph Timestamps Metadata |
| thurman_office | Thurman office networks (1979) | 15 | 34 | 2.27 | 3.90 | 4.82 | 1.22 | -0.71 | 0.35 | 2 | 1.00 | Directed | Unipartite | 2 | 2026-10-25 | Social Offline Unweighted Metadata |
| tkgl_icews | Political events between actors (ICEWS, tkgl-icews, TGB 2.0, 1995-2022) | 87,856 | 15,513,446 | 176.58 | 4908.59 | 616.35 | 11.73 | 0.12 | 0.66 | 10 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Social Political Conflict Unweighted Multigraph Timestamps Metadata |
| tkgl_smallpedia | Wikidata temporal knowledge graph, small subset (tkgl-smallpedia, TGB 2.0) | 304,735 | 978,022 | 3.21 | 158.50 | 160.39 | 45.17 | -0.16 | 0.00 | 11 | 1.00 | Directed | Unipartite | 2 | 2026-10-27 | Informational Relatedness Unweighted Multigraph Timestamps 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 | 2026-10-25 | Transportation Roads Weighted Metadata Spatial |
| tolokers | Toloka crowd annotators (Tolokers, 2023) | 11,758 | 519,000 | 88.28 | 161.82 | 390.61 | 14.32 | -0.08 | 0.23 | 11 | 1.00 | Undirected | Unipartite | 1 | 2026-10-27 | Social Online Collaboration Unweighted Projection Metadata |
| 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 | 2026-10-25 | 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 | 2020-08-11 | Technological Communication Unweighted Multigraph Timestamps |
| trackers | Web domains and trackers (2012) | 40,421,974 | 140,613,762 | 6.96 | 2294.88 | 2673.57 | 13778.00 | -0.10 | 0.00 | 21 | 0.99 | Undirected | Bipartite | 2 | 2020-08-11 | 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 | 2020-08-11 | Social Offline Weighted Metadata |
| transfermarkt | Transfermarkt football transfers, matches, teammates and appearances (2026) | 202,230 | 3,316,321 | 32.80 | 49.15 | 100.40 | 33.90 | -0.30 | 0.00 | 16 | 1.00 | Undirected | Bipartite | 5 | 2026-10-31 | Social Sports Economic Multigraph Bipartite Weighted Timestamps 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2021-12-25 | Biological Protein interactions |
| tripadvisor_ratings | TripAdvisor hotel ratings (2001-2009) | 892,431 | 1,621,956 | 3.63 | 33.98 | 71.21 | 293.73 | -0.23 | 0.00 | 15 | 1.00 | Undirected | Bipartite | 2 | 2026-10-27 | Economic Online Preferences Bipartite Weighted Multigraph Timestamps Metadata |
| 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 | 2026-10-25 | Online Travel Commerce Unweighted Metadata |
| trophich | trophiCH Swiss multi-trophic metaweb (2025) | 26,251 | 1,188,049 | 45.26 | 261.51 | 478.57 | 10.98 | -0.27 | 0.03 | 9 | 1.00 | Directed | Unipartite | 3 | 2026-10-27 | Biological Food web Unweighted Multigraph Metadata |
| trrust | TRRUST transcriptional regulatory networks (2018) | 2,862 | 9,396 | 3.28 | 21.30 | 31.97 | 18.62 | -0.17 | 0.04 | 9 | 0.98 | Directed | Unipartite | 2 | 2026-10-27 | Biological Gene regulation Signed Unweighted Multigraph 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 | 2026-10-25 | Social Political Unweighted Metadata |
| truth_social | Truth Social users and interactions (2022) | 444,951 | 4,002,115 | 8.99 | 234.53 | 731.21 | 32.58 | -0.44 | 0.01 | 6 | 1.00 | Directed | Unipartite | 7 | 2026-10-31 | Social Online Political Bipartite Unweighted Multigraph Timestamps Metadata |
| tudor_letters | Tudor State Papers correspondence (1509-1603) | 20,560 | 139,297 | 6.78 | 268.47 | 61.60 | 69.38 | -0.32 | 0.11 | 11 | 0.90 | Directed | Unipartite | 1 | 2026-10-31 | Social Communication Offline Unweighted Multigraph Timestamps 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 | 2026-10-25 | 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 | 2026-10-25 | Economic Preferences Weighted |
| twitch_social | Twitch mutual follower networks (2018) | 168,114 | 6,797,557 | 80.87 | 314.16 | 572.49 | 8.73 | -0.09 | 0.02 | 8 | 1.00 | Undirected | Unipartite | 7 | 2026-10-27 | Social Online Unweighted Metadata |
| twitch_viewers | Twitch stream viewers (2019) | 16,314,409 | 234,422,289 | 28.74 | 1577.76 | 2541.19 | 219.95 | -0.08 | 0.00 | 12 | 1.00 | Undirected | Bipartite | 1 | 2026-10-27 | Social Online Preferences Weighted Metadata |
| 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 | 2020-08-11 | 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 | 2020-09-26 | 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 | 2020-09-26 | Social Online Unweighted |
| twitter_events | Twitter, 12 events (2013-2016) | 4,377,184 | 9,304,937 | 2.13 | 124.84 | 272.08 | 12553.57 | -0.09 | 0.00 | 25 | 0.88 | Directed | Unipartite | 12 | 2020-08-11 | Social Online Multilayer Weighted |
| 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2021-02-07 | Social Economic Travel Political Weighted Metadata |
| un_votes | UN General Assembly roll-call votes (1946-2024) | 7,709 | 1,087,353 | 282.10 | 891.89 | 949.81 | 0.97 | -0.89 | 0.00 | 4 | 1.00 | Undirected | Bipartite | 2 | 2026-10-27 | Social Political Offline Signed Unweighted Timestamps 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2021-12-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | Social Political Signed Temporal |
| us_county_fb | US counties linked by Facebook social connectedness | 3,204 | 5,134,410 | 3205.00 | 0.00 | 3204.00 | 0.12 | nan | 1.00 | 1 | 1.00 | Undirected | Unipartite | 2 | 2026-10-27 | Social Online Political Unweighted Weighted Metadata |
| us_county_flows | US county-to-county migration and commuting flows (2006-2023) | 3,224 | 132,019 | 40.95 | 89.41 | 155.95 | 24.39 | 0.10 | 0.26 | 5 | 1.00 | Directed | Unipartite | 16 | 2026-10-27 | Social Travel Economic Weighted Metadata |
| 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 | 2020-08-11 | Informational Citation Unweighted Temporal Metadata |
| us_rail_narn | North American Rail Network (2026) | 250,204 | 302,774 | 2.42 | 0.86 | 2.63 | 1510441.65 | -0.01 | 0.06 | 1,658 | 1.00 | Undirected | Unipartite | 1 | 2026-10-31 | Transportation Rail Spatial Weighted Multigraph Metadata |
| us_roads | United States roads (2000, 2008–2026) | 24,412,259 | 29,653,988 | 2.43 | 0.95 | 3.31 | 6863045.84 | 0.11 | 0.03 | 8,440 | 0.98 | Undirected | Unipartite | 71 | 2020-08-11 | Transportation Roads Spatial 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 | 2026-10-25 | Social Political Offline Signed Weighted Projection Metadata Temporal |
| us_transmission_lines | US electric power transmission lines (HIFLD, 2024) | 81,291 | 94,619 | 2.33 | 2.15 | 4.40 | 2182.49 | 0.11 | 0.03 | 48 | 0.81 | Undirected | Unipartite | 2 | 2026-10-31 | Technological Power grid Spatial Weighted Multigraph Metadata |
| 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Public Health Weighted Metadata |
| viabundus | Viabundus premodern northern European road and waterway network (1350-1650) | 18,840 | 22,613 | 2.40 | 0.80 | 2.67 | 70353.46 | 0.11 | 0.04 | 364 | 0.98 | Undirected | Unipartite | 5 | 2026-10-31 | Transportation Roads Spatial Weighted Metadata |
| virion | VIRION vertebrate-virus associations (2026) | 15,848 | 904,234 | 114.11 | 5639.45 | 36.39 | 153.31 | -0.32 | 0.00 | 15 | 0.90 | Undirected | Bipartite | 1 | 2026-10-27 | Biological Public Health Unweighted Multigraph Metadata |
| virus_host_db | Virus-Host DB virus-host associations (2016-2026) | 42,904 | 42,632 | 1.99 | 26.53 | 12.68 | 6001.19 | -0.16 | 0.00 | 30 | 0.28 | Undirected | Unipartite | 55 | 2026-10-31 | Biological Ecological Unweighted Multigraph 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 | 2020-08-11 | 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 | 2026-10-25 | Social Online Unweighted Metadata |
| voat | Voat discussions (2013-2020) | 204,433 | 1,060,479 | 10.37 | 233.24 | 453.34 | 350.09 | -0.26 | 0.00 | 11 | 0.93 | Undirected | Bipartite | 2 | 2026-10-28 | Social Online Communication Multigraph Timestamps Temporal Bipartite Weighted Metadata |
| w3c_email | W3C mailing list emails (1995-2004) | 20,082 | 124,303 | 6.19 | 142.82 | 41.51 | 283.15 | -0.33 | 0.13 | 17 | 0.95 | Directed | Unipartite | 1 | 2026-10-27 | Social Communication Online Unweighted Multigraph Timestamps 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 | 2026-10-25 | Commerce Offline Unweighted Metadata |
| water_distribution_exeter | Water distribution networks (Exeter benchmarks) | 12,527 | 14,831 | 1.18 | 0.78 | 2.07 | 107248.72 | 0.18 | 0.02 | 297 | 1.00 | Directed | Unipartite | 19 | 2026-10-25 | Technological Weighted Spatial Metadata |
| web_of_life | Web of Life ecological networks (1923-2021) | 1,500 | 15,255 | 20.34 | 19.07 | 36.94 | 2.62 | -0.04 | 0.00 | 6 | 1.00 | Undirected | Bipartite | 321 | 2026-10-27 | Biological Food web Weighted 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-13 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | Social Communication Unweighted Timestamps Multigraph |
| wiki_topcats | Wikipedia hyperlinks among pages of top categories (2011) | 1,791,489 | 28,511,807 | 15.92 | 289.70 | 433.24 | 55.09 | -0.02 | 0.00 | 11 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Web graph Unweighted Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | Social Conflict Signed Timestamps |
| wikics | Wikipedia computer science articles (Wiki-CS, 2019) | 11,701 | 297,110 | 25.39 | 90.77 | 147.38 | 17.72 | -0.05 | 0.39 | 10 | 0.97 | Directed | Unipartite | 1 | 2026-10-27 | Informational Web graph Unweighted Multigraph Metadata |
| wikidata5m | Wikidata knowledge graph (Wikidata5M, 2019) | 4,594,485 | 20,624,575 | 4.49 | 892.45 | 788.28 | 3044.39 | -0.08 | 0.00 | 104 | 1.00 | Directed | Unipartite | 1 | 2026-10-28 | Informational Relatedness Unweighted Multigraph Metadata |
| wikilens_ratings | WikiLens ratings and links (2004-2008) | 5,788 | 7,430 | 1.28 | 17.36 | 16.27 | 232.06 | -0.26 | 0.00 | 10 | 0.68 | Directed | Unipartite | 2 | 2026-10-27 | Social Online Preferences Bipartite Weighted Timestamps Metadata |
| wikilinkgraphs | Wikipedia article links, yearly snapshots (WikiLinkGraphs, 2001-2018) | — | — | — | — | — | — | — | — | — | — | 152 | 2026-10-28 | Informational Web graph Unweighted Metadata | ||
| 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 | 2020-08-11 | Social Communication Unweighted |
| wikipedia_article_networks | Wikipedia article networks on chameleons, crocodiles and squirrels (2018) | 11,631 | 170,918 | 29.39 | 107.26 | 204.30 | 53.49 | -0.28 | 0.03 | 11 | 1.00 | Undirected | Unipartite | 3 | 2026-10-27 | Informational Web graph Unweighted Metadata |
| wikipedia_citations | English Wikipedia citations of identified works (2020) | 2,924,668 | 3,771,785 | 1.29 | 10.54 | 77.43 | 6406.09 | -0.02 | 0.00 | 43 | 0.76 | Directed | Bipartite | 1 | 2026-10-28 | Informational Citation Bipartite Multigraph Metadata |
| wikipedia_discussions_de | German Wikipedia discussion replies (2001-2026) | 126,559 | 3,987,918 | 31.51 | 507.88 | 408.06 | 106.32 | 0.21 | 0.30 | 13 | 0.98 | Directed | Unipartite | 2 | 2026-10-27 | Social Online Communication Unweighted Multigraph Timestamps Metadata |
| 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 | 2020-08-11 | 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 | 2020-08-11 | Informational Web graph Unweighted Metadata |
| wikipedia_links_2013 | Wikipedia hyperlinks (2013-2025) | 4,206,785 | 101,355,853 | 24.09 | 422.67 | 717.85 | 22.68 | -0.02 | 0.00 | 9 | 1.00 | Directed | Unipartite | 16 | 2026-10-25 | Informational Web graph Unweighted |
| wikispeedia | Wikispeedia hyperlinks and human navigation paths (2008-2014) | 4,604 | 119,882 | 26.04 | 78.54 | 128.53 | 4.30 | -0.09 | 0.12 | 5 | 1.00 | Directed | Unipartite | 2 | 2026-10-27 | Informational Web graph Weighted 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 | 2020-08-11 | 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 | 2020-08-11 | Social Offline Weighted Metadata |
| wiod | World input-output networks of country-sectors (WIOD, 2000-2014) | 2,464 | 5,024,257 | 2039.07 | 1150.50 | 2290.55 | 0.29 | -0.02 | 1.00 | 3 | 0.94 | Directed | Unipartite | 29 | 2026-10-27 | Economic Trade Production 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2020-08-11 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Language Unweighted Metadata |
| world_trade_atlas | World trade networks (Atlas of Economic Complexity, 1962-2024) | 231 | 27,409 | 118.65 | 117.55 | 158.53 | 0.62 | -0.32 | 0.80 | 3 | 1.00 | Directed | Unipartite | 109 | 2026-10-27 | Economic Trade Weighted Metadata |
| world_trade_wf | International trade among 24 countries (Wasserman-Faust) | 24 | 1,428 | 59.50 | 45.34 | 19.14 | 0.50 | -0.27 | 0.87 | 2 | 1.00 | Directed | Unipartite | 1 | 2026-10-25 | Economic Trade Multilayer Unweighted Metadata |
| yago3_10 | YAGO3 knowledge graph benchmark (YAGO3-10, 2018) | 123,182 | 1,089,040 | 8.84 | 185.46 | 101.07 | 41.50 | -0.04 | 0.00 | 11 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Informational Relatedness Unweighted Multigraph 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 | 2020-08-11 | 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 | 2020-08-11 | Economic Preferences Timestamps Weighted |
| yambda | Yandex Music user-track interactions (Yambda) | 3,104,578 | 480,255,564 | 309.39 | 2479.57 | 3383.68 | 219.66 | -0.07 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 2 | 2026-10-28 | Social Online Preferences Bipartite Unweighted Multigraph Timestamps Temporal Metadata |
| yeast_biogrid_2007 | Yeast protein interactions (BioGRID, 2007) | 5,151 | 31,201 | 12.11 | 17.56 | 38.34 | 7.66 | -0.08 | 0.12 | 9 | 1.00 | Undirected | Unipartite | 1 | 2026-10-25 | Biological Protein interactions Unweighted |
| 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | 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 | 2026-10-25 | Biological Protein interactions Unweighted Metadata |
| yeast_spliceosome | Yeast spliceosome protein interactions (2017) | 103 | 4,119 | 79.98 | 24.54 | 86.49 | 0.62 | -0.02 | 0.94 | 3 | 1.00 | Undirected | Unipartite | 1 | 2026-10-25 | Biological Protein interactions Weighted |
| 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 | 2020-08-11 | Biological Gene regulation Unweighted |
| yelp_restaurants | Yelp users and restaurants (AllSet, 2021) | 730,060 | 4,523,594 | 12.39 | 52.54 | 127.97 | 37.35 | -0.14 | 0.00 | 10 | 1.00 | Undirected | Bipartite | 1 | 2026-10-25 | Online Commerce Unweighted Metadata Spatial |
| 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 | 2026-10-25 | Online Commerce Unweighted Metadata |
| youtube_growth | YouTube friendship network growth (2006-2007) | 3,223,643 | 18,524,095 | 5.75 | 254.87 | 423.12 | 1493.82 | -0.06 | 0.00 | 31 | 1.00 | Directed | Unipartite | 1 | 2026-10-27 | Social Online Unweighted Timestamps |
| 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 | 2026-10-25 | 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 | 2020-08-11 | Social Animal Weighted Metadata |