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Timestamps
Tip: click on a column header to sort the list, or hover over it for a description.
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 | $n$ | Tags |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| amazon_ratings | Amazon customer ratings (2010) | 3,376,972 | 5,838,041 | 3.46 | 19.33 | 83.61 | 610.18 | -0.02 | 0.00 | 28 | 0.86 | Undirected | Bipartite | 1 | Economic Preferences Weighted Timestamps |
| at_migrations | Austrian internal migrations (2002-2021) | 2,115 | 2,908,569 | 1375.21 | 4635.25 | 475.07 | 4.50 | -0.07 | 0.59 | 3 | 1.00 | Directed | Unipartite | 1 | Social Economic Travel Weighted Political Timestamps Metadata |
| bibsonomy | BibSonomy tag assignments (2005-2009) | 972,120 | 2,555,080 | 5.26 | 201.14 | 167.83 | 9651.27 | -0.05 | 0.00 | 22 | 0.96 | Undirected | Bipartite | 1 | Informational Folksonomy Unweighted Multigraph Timestamps |
| bitcoin | Bitcoin transactions (2009-2013) | 6,336,770 | 16,057,711 | 2.53 | 396.54 | 358.35 | 231730.89 | -0.07 | 0.00 | 2,053 | 0.99 | Directed | Unipartite | 1 | Economic Cryptocurrency Unweighted Timestamps |
| bitcoin_alpha | Bitcoin Alpha trust network (2017) | 3,783 | 24,186 | 6.39 | 34.44 | 45.31 | 25.67 | -0.16 | 0.08 | 10 | 1.00 | Directed | Unipartite | 1 | Social Online Weighted Signed Timestamps |
| bitcoin_trust | Bitcoin OTC trust network (2017) | 5,881 | 35,592 | 6.05 | 38.30 | 50.83 | 25.68 | -0.16 | 0.06 | 9 | 1.00 | Directed | Unipartite | 1 | Social Online Weighted Signed Timestamps |
| chess | Kaggle chess players (2010) | 7,301 | 65,053 | 8.91 | 28.88 | 66.57 | 43.97 | 0.45 | 0.18 | 13 | 0.97 | Directed | Unipartite | 1 | Social Offline Signed Timestamps |
| citeulike | CiteULike tag assignments (2004-2008) | 885,046 | 2,411,819 | 5.45 | 223.79 | 176.10 | 1739.49 | -0.06 | 0.00 | 24 | 0.97 | Undirected | Bipartite | 1 | Informational Folksonomy Unweighted Multigraph Timestamps |
| contact | Haggle human proximity network (2006) | 274 | 28,244 | 206.16 | 460.93 | 50.52 | 2.49 | -0.05 | 0.90 | 4 | 1.00 | Undirected | Unipartite | 1 | Social Offline Unweighted Timestamps |
| copenhagen | Copenhagen Networks Study | 800 | 6,429 | 16.07 | 13.38 | 30.19 | 8.18 | 0.18 | 0.24 | 7 | 1.00 | Undirected | Unipartite | 4 | Social Offline Unweighted Weighted Timestamps Multilayer Metadata |
| dblp_coauthor | DBLP co-authorships (2017-2026) | 1,824,701 | 29,487,744 | 32.32 | 99.31 | 285.00 | 1137.14 | 0.15 | 0.23 | 23 | 0.91 | Undirected | Unipartite | 2 | Social Collaboration Unweighted Multigraph Projection Timestamps Metadata |
| dblp_simplices | DBLP coauthor simplices (2017) | 5,631,059 | 10,326,841 | 3.67 | 9.99 | 26.20 | 1700.20 | -0.12 | 0.00 | 45 | 0.91 | Undirected | Bipartite | 4 | Social Collaboration Unweighted Timestamps Weighted Projection |
| delicious | del.icio.us folksonomy networks | 38,289,740 | 301,183,605 | 15.73 | 2210.24 | 1336.99 | 710.36 | -0.17 | 0.00 | 26 | 0.97 | Undirected | Bipartite | 3 | Informational Folksonomy Unweighted Multigraph Timestamps |
| digg_reply | Digg reply network (2008) | 30,398 | 87,627 | 2.88 | 11.73 | 28.31 | 26.22 | 0.04 | 0.01 | 12 | 0.98 | Directed | Unipartite | 1 | Social Online Unweighted Multigraph Timestamps |
| digg_votes | Digg story votes and friendships (2009) | 142,962 | 3,018,197 | 42.22 | 217.76 | 572.48 | 2.17 | -0.21 | 0.00 | 4 | 1.00 | Undirected | Bipartite | 2 | 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 | Economic Employment Affiliation Unweighted Multigraph Timestamps 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 | Informational Web graph Collaboration Multigraph Timestamps Metadata |
| edit_wikinews | Wikinews edits (2004-2026) | 2,766,389 | 4,035,910 | 2.92 | 1560.39 | 154.80 | 1754.88 | -0.49 | 0.00 | 13 | 1.00 | Undirected | Bipartite | 36 | Informational Web graph Collaboration Multigraph Timestamps Metadata |
| edit_wikiquote | Wikiquote edits (2003-2026) | 186,686 | 1,271,653 | 13.62 | 461.41 | 226.18 | 171.85 | -0.22 | 0.00 | 12 | 0.96 | Undirected | Bipartite | 100 | Informational Web graph Collaboration Multigraph Timestamps Metadata |
| edit_wiktionary | Wiktionary edits (2002-2026) | 5,892,253 | 44,788,448 | 15.20 | 4944.76 | 2626.09 | 228.52 | -0.28 | 0.00 | 13 | 1.00 | Undirected | Bipartite | 198 | Informational Web graph Collaboration Multigraph Timestamps Metadata |
| elec | Wikipedia adminship vote (2008) | 7,118 | 103,675 | 14.57 | 60.34 | 136.20 | 9.44 | -0.07 | 0.14 | 7 | 0.99 | Directed | Unipartite | 1 | Social Online Signed Timestamps Multigraph Metadata |
| email_company | Manufacturing company email (2010) | 167 | 82,927 | 496.57 | 1309.42 | 59.43 | 7.30 | 0.16 | 0.68 | 5 | 1.00 | Directed | Unipartite | 1 | Social Communication Unweighted Multigraph Timestamps |
| epinions | Epinions product ratings (2005) | 876,252 | 13,668,320 | 31.20 | 396.37 | 838.83 | 45.13 | -0.12 | 0.00 | 12 | 1.00 | Undirected | Bipartite | 1 | Economic Preferences Timestamps Weighted |
| escorts | Brazilian prostitution network (2010) | 16,730 | 50,632 | 6.05 | 16.80 | 27.66 | 149.53 | -0.09 | 0.00 | 17 | 0.95 | Undirected | Bipartite | 1 | Social Public Health Weighted Timestamps |
| facebook_wall | Facebook wall posts and friendships (2009) | 46,952 | 876,993 | 18.68 | 86.88 | 39.06 | 303.94 | 0.46 | 0.20 | 18 | 0.94 | Directed | Unipartite | 2 | Social Online Communication Timestamps Multigraph |
| flickr_growth | Flickr friendship network (2008) | 2,302,925 | 33,140,017 | 14.39 | 198.55 | 1326.76 | 1330.21 | 0.03 | 0.13 | 23 | 0.94 | Directed | Unipartite | 1 | Social Online Unweighted Timestamps |
| 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 | Social Online Unweighted Metadata Timestamps |
| lkml_reply | Linux kernel reply network | 63,399 | 1,096,440 | 17.29 | 563.89 | 222.08 | 949.21 | 0.06 | 0.53 | 63 | 0.39 | Directed | Unipartite | 1 | Social Communication Unweighted Multigraph Timestamps |
| lkml_thread | Linux kernel mailing list | 379,554 | 1,565,683 | 8.25 | 154.33 | 69.90 | 2124.05 | -0.16 | 0.00 | 22 | 0.96 | Undirected | Bipartite | 1 | Social Communication Unweighted Timestamps |
| mag_geology_coauthor | MAG Geology coauthor simplices (2017) | 2,852,295 | 4,448,428 | 3.12 | 6.78 | 27.64 | 12548.00 | -0.10 | 0.00 | 66 | 0.76 | Undirected | Bipartite | 4 | Social Collaboration Unweighted Timestamps Weighted Projection Multigraph |
| mag_history_coauthor | MAG History coauthor simplices (2017) | 2,848,023 | 2,398,702 | 1.68 | 5.33 | 32.80 | 23855.16 | -0.01 | 0.00 | 66 | 0.28 | Undirected | Bipartite | 4 | Social Collaboration Unweighted Timestamps Weighted Projection Multigraph |
| movielens_100k | MovieLens 10M tag assignments (2005-2009) | 24,129 | 95,580 | 7.92 | 22.20 | 40.18 | 39.85 | -0.03 | 0.00 | 14 | 0.98 | Undirected | Bipartite | 1 | Informational Folksonomy Unweighted Multigraph Timestamps Metadata |
| prosper | Prosper user loans (2005-2011) | 89,269 | 3,394,979 | 38.03 | 145.96 | 327.23 | 5.28 | -0.07 | 0.00 | 8 | 1.00 | Directed | Unipartite | 1 | Social Online Economic Weighted Multigraph Timestamps Metadata |
| qa_user | User interactions on Q&A websites (2016) | 2,601,977 | 63,497,050 | 24.40 | 436.50 | 713.99 | 47.91 | 0.25 | 0.04 | 11 | 0.99 | Directed | Unipartite | 16 | Social Online Unweighted Timestamps |
| reality_mining | Reality mining proximity network (2004) | 96 | 1,086,404 | 22633.42 | 21814.46 | 58.67 | 19.34 | 0.47 | 0.84 | 3 | 1.00 | Undirected | Unipartite | 1 | Social Offline Unweighted Timestamps |
| slashdot_threads | Slashdot thread replies (2007) | 51,083 | 140,778 | 2.76 | 23.21 | 45.57 | 69.58 | -0.03 | 0.01 | 17 | 1.00 | Directed | Unipartite | 1 | Social Communication Unweighted Multigraph Timestamps |
| stackoverflow | Stack Overflow favorites (2011) | 641,876 | 1,301,942 | 4.06 | 25.06 | 88.42 | 136.55 | -0.05 | 0.00 | 20 | 0.94 | Undirected | Bipartite | 1 | Economic Preferences Unweighted Timestamps Metadata |
| topology | Internet AS graph (2010) | 34,761 | 171,403 | 9.86 | 83.89 | 151.44 | 55.38 | -0.23 | 0.11 | 10 | 1.00 | Undirected | Unipartite | 1 | Technological Communication Unweighted Multigraph Timestamps |
| wiki_categories | English Wikipedia article-category network (2026) | 2,036,440 | 3,795,796 | 3.73 | 29.53 | 110.20 | 8918.84 | -0.05 | 0.00 | 46 | 0.93 | Undirected | Bipartite | 1 | Informational Relatedness Unweighted Timestamps Metadata |
| wiki_link_dyn | Wikipedia link dynamics (2001-2026) | 100,312 | 1,627,472 | 16.22 | 198.04 | 205.65 | 39.02 | -0.02 | 0.06 | 12 | 0.99 | Directed | Unipartite | 1 | Informational Web graph Multigraph Signed Timestamps Temporal Metadata |
| wiki_talk | Wikipedia talk networks | 2,987,535 | 24,981,163 | 8.36 | 643.23 | 608.78 | 715.22 | -0.03 | 0.09 | 9 | 0.96 | Directed | Unipartite | 28 | Social Communication Online Unweighted Multigraph Timestamps Metadata |
| wikiconflict | Wikipedia edit wars (2009) | 118,100 | 2,917,785 | 49.41 | 532.85 | 389.69 | 31.06 | -0.06 | 0.03 | 10 | 0.96 | Undirected | Unipartite | 1 | Social Conflict Signed Timestamps |
| wikipedia_growth | en-Wikipedia links (2007) | 1,870,709 | 39,953,145 | 21.36 | 366.44 | 751.67 | 351.58 | -0.04 | 0.00 | 10 | 1.00 | Directed | Unipartite | 1 | Informational Web graph Unweighted Timestamps |
| yahoo_song | Yahoo song ratings (2011) | 1,625,951 | 256,804,235 | 315.88 | 2364.80 | 4238.65 | 3.03 | -0.11 | 0.00 | 6 | 1.00 | Undirected | Bipartite | 1 | Economic Preferences Timestamps Weighted |