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Showing only entries with tags: Multigraph
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
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
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
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
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
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_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
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_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_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
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
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
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
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
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
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
colombia_urban_mobility Urban trips in MedellĂ­n 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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_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
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_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
erc20_ethereum Ethereum token transfers: stablecoins (2022) and exchange tokens (2018-2020) — — — — — — — — — — 2 2026-10-27 Economic Cryptocurrency Multigraph Timestamps Weighted Metadata
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
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
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
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
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_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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_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_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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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_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
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
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
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_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
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
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
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
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
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
yoochoose YooChoose e-commerce sessions (RecSys Challenge 2015) 11,616,448 42,406,488 3.65 251.10 295.51 394.98 -0.20 0.00 24 1.00 Directed Bipartite 1 2026-10-28 Economic Commerce Bipartite Multigraph Timestamps Metadata