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Preferences
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 | $n$ | Added | Tags |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| amazon_ |
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_ |
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 |
| 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 |
| digg_ |
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 |
| 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_ |
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 |
| 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 |
| 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 |
| 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 |
| 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_ |
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 |
| librec_ |
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 |
| mind_ |
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 |
| movielens_ |
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_ |
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 |
| msd_ |
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 |
| netflix_ |
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 |
| slovenian_ |
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 |
| 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 |
| 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 |
| tgbn_ |
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 |
| tripadvisor_ |
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 |
| turkish_ |
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_ |
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 |
| wikilens_ |
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 |
| yahoo_ |
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 |