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resistance_game — Gaze networks in games of The Resistance (2019)

Description

Dynamic face-to-face interaction networks of groups of 5 to 8 people playing The Resistance, a party game of social deception in which some players secretly work against the group, recorded on video by C. Bai, S. Kumar and collaborators in sessions held at several universities. There are 62 games, each lasting 45 to 60 minutes, with 451 participants in total. Each participant had a laptop in front of them. From the videos, the authors estimated, every 1/3 second, where each participant was looking (the visual focus of attention): at another participant or at their own laptop, using their ICAF algorithm.

Each game gives two directed temporal networks, whose nodes are its participants:

  • network<ID>: the most likely focus of attention. An edge from participant $u$ to participant $v$ is an uninterrupted interval of time during which $u$ looked at $v$, according to the binary networks of the data (consecutive time steps with the same focus are merged into one edge; each participant has exactly one focus at each time step). A self-loop is an interval during which the participant looked at their laptop.
  • network<ID>_weighted: the estimated probabilities of the focus of attention. For every time step and every participant $u$, there is one edge from $u$ to each participant $v$ (or to $u$ itself, for the laptop) with a nonzero probability that $u$ looked at $v$ at that time; the probabilities of a participant at one time step sum to approximately 1 (they are given with three decimals).

The data do not identify the games (they are numbered 0 to 61, as given) nor the participants (numbered within each game), and do not include the roles of the players (whether they were deceivers) or the outcomes of the games, which were used in the study of deception detection.

The networks have the following properties:

  • (Node) name: the label of the participant within the game ("P1", "P2", ...).
  • (Edge) time, duration (network<ID>): the start of the interval, in seconds since the beginning of the recording, and its length, in seconds (multiples of 1/3 s).
  • (Edge) time (network<ID>_weighted): the time step, in seconds since the beginning of the recording.
  • (Edge) weight (network<ID>_weighted): the probability that the source participant looked at the target participant (or at their laptop, for a self-loop) at that time.
Tags
Social Offline Weighted Temporal Multigraph
Added
2026-10-27
Citation
  • S. Kumar, C. Bai, V. S. Subrahmanian, and J. Leskovec, "Deception Detection in Group Video Conversations using Dynamic Interaction Networks." Proceedings of the International AAAI Conference on Web and Social Media (ICWSM) 15, 339-350 (2021). 10.1609/icwsm.v15i1.18065 Sci-Hub
  • C. Bai, S. Kumar, J. Leskovec, M. Metzger, J. F. Nunamaker, and V. S. Subrahmanian, "Predicting the Visual Focus of Attention in Multi-Person Discussion Videos." Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), 4504-4510 (2019). 10.24963/ijcai.2019/626 Sci-Hub
Upstream URL OK
https://snap.stanford.edu/data/comm-f2f-Resistance.html
Networks
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
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
network0 7 13,151 1878.71 1121.27 7.00 0.75 -0.28 0.79 1 1.00 Directed Unipartite name time duration 34 KiB 81 KiB 76 KiB 63 KiB
network0_weighted 7 339,228 48461.14 2542.89 7.00 0.23 -0.04 0.83 1 1.00 Directed Unipartite name time weight 518 KiB 2.1 MiB 2.0 MiB 1.4 MiB
network1 8 14,698 1837.25 997.18 8.00 0.43 -0.17 0.84 1 1.00 Directed Unipartite name time duration 35 KiB 88 KiB 83 KiB 68 KiB
network1_weighted 8 324,758 40594.75 2547.76 8.00 0.20 -0.08 0.86 1 1.00 Directed Unipartite name time weight 503 KiB 2.0 MiB 1.9 MiB 1.3 MiB
network2 7 16,585 2369.29 1147.43 7.00 0.24 -0.23 0.82 1 1.00 Directed Unipartite name time duration 41 KiB 100 KiB 95 KiB 77 KiB
network2_weighted 7 361,726 51675.14 729.48 7.00 0.15 -0.00 0.83 1 1.00 Directed Unipartite name time weight 522 KiB 2.2 MiB 2.1 MiB 1.4 MiB
network3 7 15,417 2202.43 581.43 7.00 0.42 0.02 0.81 1 1.00 Directed Unipartite name time duration 37 KiB 92 KiB 86 KiB 70 KiB
network3_weighted 7 305,175 43596.43 386.39 7.00 0.22 -0.01 0.83 1 1.00 Directed Unipartite name time weight 432 KiB 1.9 MiB 1.7 MiB 1.2 MiB
network4 8 19,730 2466.25 968.54 8.00 0.27 -0.08 0.84 1 1.00 Directed Unipartite name time duration 48 KiB 118 KiB 112 KiB 91 KiB
network4_weighted 8 448,349 56043.62 3910.38 8.00 0.24 -0.10 0.86 1 1.00 Directed Unipartite name time weight 675 KiB 2.8 MiB 2.6 MiB 1.8 MiB
network5 8 24,492 3061.50 949.59 8.00 0.68 -0.11 0.84 1 1.00 Directed Unipartite name time duration 59 KiB 147 KiB 140 KiB 113 KiB
network5_weighted 8 593,389 74173.62 3419.59 8.00 0.04 -0.03 0.86 1 1.00 Directed Unipartite name time weight 869 KiB 3.6 MiB 3.4 MiB 2.4 MiB
network6 7 14,933 2133.29 1247.54 7.00 0.32 -0.22 0.81 1 1.00 Directed Unipartite name time duration 38 KiB 91 KiB 85 KiB 70 KiB
network6_weighted 7 341,173 48739.00 2305.83 7.00 0.22 -0.03 0.83 1 1.00 Directed Unipartite name time weight 537 KiB 2.1 MiB 2.0 MiB 1.4 MiB
network7 6 11,437 1906.17 590.85 6.00 0.28 -0.08 0.79 1 1.00 Directed Unipartite name time duration 30 KiB 71 KiB 66 KiB 55 KiB
network7_weighted 6 253,068 42178.00 807.33 6.00 0.24 -0.00 0.80 1 1.00 Directed Unipartite name time weight 369 KiB 1.6 MiB 1.5 MiB 1.0 MiB
network8 7 14,246 2035.14 513.13 7.00 inf -0.10 0.82 1 1.00 Directed Unipartite name time duration 35 KiB 86 KiB 81 KiB 66 KiB
network8_weighted 7 298,913 42701.86 734.36 7.00 0.04 -0.01 0.83 1 1.00 Directed Unipartite name time weight 422 KiB 1.8 MiB 1.7 MiB 1.2 MiB
network9 8 20,660 2582.50 726.70 8.00 0.34 -0.20 0.85 1 1.00 Directed Unipartite name time duration 51 KiB 124 KiB 117 KiB 96 KiB
network9_weighted 8 521,542 65192.75 1486.91 8.00 inf -0.02 0.86 1 1.00 Directed Unipartite name time weight 747 KiB 3.2 MiB 2.9 MiB 2.1 MiB
network10 7 12,329 1761.29 640.14 7.00 0.44 -0.18 0.81 1 1.00 Directed Unipartite name time duration 33 KiB 77 KiB 72 KiB 59 KiB
network10_weighted 7 320,852 45836.00 1319.30 7.00 0.19 -0.02 0.83 1 1.00 Directed Unipartite name time weight 475 KiB 2.0 MiB 1.8 MiB 1.3 MiB
network11 7 11,435 1633.57 530.67 7.00 0.49 -0.32 0.81 1 1.00 Directed Unipartite name time duration 29 KiB 70 KiB 65 KiB 54 KiB
network11_weighted 7 257,630 36804.29 1152.91 7.00 inf -0.02 0.83 1 1.00 Directed Unipartite name time weight 409 KiB 1.6 MiB 1.5 MiB 1.0 MiB
network12 8 13,768 1721.00 708.50 8.00 0.53 -0.14 0.84 1 1.00 Directed Unipartite name time duration 35 KiB 84 KiB 79 KiB 66 KiB
network12_weighted 8 348,971 43621.38 1151.40 8.00 0.19 -0.03 0.86 1 1.00 Directed Unipartite name time weight 477 KiB 2.1 MiB 2.0 MiB 1.4 MiB
network13 7 15,232 2176.00 585.08 7.00 0.41 -0.11 0.82 1 1.00 Directed Unipartite name time duration 39 KiB 93 KiB 87 KiB 71 KiB
network13_weighted 7 345,858 49408.29 585.31 7.00 0.17 -0.01 0.83 1 1.00 Directed Unipartite name time weight 481 KiB 2.1 MiB 2.0 MiB 1.4 MiB
network14 8 25,555 3194.38 1107.73 8.00 0.56 -0.05 0.84 1 1.00 Directed Unipartite name time duration 61 KiB 151 KiB 144 KiB 116 KiB
network14_weighted 8 587,935 73491.88 2059.62 8.00 0.22 -0.01 0.86 1 1.00 Directed Unipartite name time weight 869 KiB 3.6 MiB 3.4 MiB 2.4 MiB
network15 6 8,439 1406.50 483.52 6.00 0.77 -0.01 0.78 1 1.00 Directed Unipartite name time duration 23 KiB 53 KiB 50 KiB 41 KiB
network15_weighted 6 191,863 31977.17 892.77 6.00 0.25 -0.01 0.80 1 1.00 Directed Unipartite name time weight 277 KiB 1.2 MiB 1.1 MiB 781 KiB
network16 6 10,423 1737.17 654.57 6.00 0.37 -0.19 0.78 1 1.00 Directed Unipartite name time duration 27 KiB 64 KiB 60 KiB 49 KiB
network16_weighted 6 230,994 38499.00 1082.44 6.00 0.20 -0.01 0.80 1 1.00 Directed Unipartite name time weight 379 KiB 1.5 MiB 1.4 MiB 969 KiB
network17 7 6,172 881.71 390.78 7.00 0.35 -0.21 0.81 1 1.00 Directed Unipartite name time duration 17 KiB 39 KiB 36 KiB 30 KiB
network17_weighted 7 145,167 20738.14 976.40 7.00 0.20 -0.04 0.83 1 1.00 Directed Unipartite name time weight 235 KiB 926 KiB 854 KiB 604 KiB
network18 8 25,392 3174.00 945.31 8.00 0.32 -0.20 0.85 1 1.00 Directed Unipartite name time duration 60 KiB 149 KiB 143 KiB 115 KiB
network18_weighted 8 576,048 72006.00 2519.64 8.00 inf -0.02 0.86 1 1.00 Directed Unipartite name time weight 852 KiB 3.5 MiB 3.3 MiB 2.3 MiB
network19 5 4,926 985.20 268.12 5.00 0.03 -0.24 0.74 1 1.00 Directed Unipartite name time duration 14 KiB 32 KiB 30 KiB 24 KiB
network19_weighted 5 98,462 19692.40 1512.54 5.00 inf -0.09 0.75 1 1.00 Directed Unipartite name time weight 172 KiB 655 KiB 593 KiB 420 KiB
network20 6 11,600 1933.33 623.19 6.00 0.39 -0.14 0.79 1 1.00 Directed Unipartite name time duration 30 KiB 71 KiB 66 KiB 55 KiB
network20_weighted 6 234,654 39109.00 494.05 6.00 0.16 -0.01 0.80 1 1.00 Directed Unipartite name time weight 344 KiB 1.5 MiB 1.3 MiB 962 KiB
network21 8 27,001 3375.12 939.19 8.00 0.49 -0.10 0.84 1 1.00 Directed Unipartite name time duration 64 KiB 159 KiB 151 KiB 123 KiB
network21_weighted 8 611,657 76457.12 1513.56 8.00 0.23 -0.01 0.86 1 1.00 Directed Unipartite name time weight 807 KiB 3.7 MiB 3.4 MiB 2.4 MiB
network22 8 22,536 2817.00 1072.59 8.00 0.50 -0.08 0.84 1 1.00 Directed Unipartite name time duration 53 KiB 132 KiB 125 KiB 102 KiB
network22_weighted 8 474,154 59269.25 2428.54 8.00 0.03 -0.03 0.86 1 1.00 Directed Unipartite name time weight 735 KiB 2.9 MiB 2.8 MiB 1.9 MiB
network23 8 22,787 2848.38 1526.40 8.00 0.54 -0.24 0.83 1 1.00 Directed Unipartite name time duration 55 KiB 136 KiB 129 KiB 105 KiB
network23_weighted 8 588,426 73553.25 3007.22 8.00 0.24 -0.04 0.86 1 1.00 Directed Unipartite name time weight 828 KiB 3.6 MiB 3.3 MiB 2.3 MiB
network24 5 10,101 2020.20 853.24 5.00 0.45 0.03 0.73 1 1.00 Directed Unipartite name time duration 27 KiB 63 KiB 58 KiB 48 KiB
network24_weighted 5 195,886 39177.20 109.29 5.00 0.12 -0.00 0.75 1 1.00 Directed Unipartite name time weight 298 KiB 1.2 MiB 1.1 MiB 814 KiB
network25 8 21,243 2655.38 712.20 8.00 0.52 -0.01 0.84 1 1.00 Directed Unipartite name time duration 51 KiB 127 KiB 120 KiB 98 KiB
network25_weighted 8 481,998 60249.75 1220.06 8.00 0.17 -0.01 0.86 1 1.00 Directed Unipartite name time weight 695 KiB 3.0 MiB 2.7 MiB 1.9 MiB
network26 7 10,460 1494.29 460.87 7.00 0.03 -0.06 0.82 1 1.00 Directed Unipartite name time duration 27 KiB 65 KiB 61 KiB 50 KiB
network26_weighted 7 240,394 34342.00 699.47 7.00 0.23 -0.02 0.83 1 1.00 Directed Unipartite name time weight 356 KiB 1.5 MiB 1.4 MiB 983 KiB
network27 8 16,447 2055.88 594.77 8.00 0.54 -0.04 0.84 1 1.00 Directed Unipartite name time duration 39 KiB 96 KiB 90 KiB 75 KiB
network27_weighted 8 327,651 40956.38 1006.00 8.00 0.26 -0.01 0.86 1 1.00 Directed Unipartite name time weight 498 KiB 2.0 MiB 1.9 MiB 1.3 MiB
network28 8 18,364 2295.50 1103.73 8.00 0.38 -0.26 0.84 1 1.00 Directed Unipartite name time duration 46 KiB 112 KiB 105 KiB 86 KiB
network28_weighted 8 475,165 59395.62 2005.31 8.00 0.20 -0.02 0.86 1 1.00 Directed Unipartite name time weight 666 KiB 2.9 MiB 2.7 MiB 1.9 MiB
network29 8 16,645 2080.62 626.59 8.00 0.44 -0.21 0.84 1 1.00 Directed Unipartite name time duration 41 KiB 100 KiB 94 KiB 77 KiB
network29_weighted 8 399,768 49971.00 1055.52 8.00 0.16 -0.02 0.86 1 1.00 Directed Unipartite name time weight 562 KiB 2.4 MiB 2.3 MiB 1.6 MiB
network30 8 18,849 2356.12 1013.95 8.00 0.30 -0.13 0.84 1 1.00 Directed Unipartite name time duration 46 KiB 113 KiB 106 KiB 87 KiB
network30_weighted 8 469,660 58707.50 4068.60 8.00 0.22 -0.03 0.86 1 1.00 Directed Unipartite name time weight 697 KiB 2.9 MiB 2.7 MiB 1.9 MiB
network31 8 16,196 2024.50 431.38 8.00 0.47 -0.15 0.84 1 1.00 Directed Unipartite name time duration 39 KiB 96 KiB 90 KiB 74 KiB
network31_weighted 8 345,025 43128.12 1606.67 8.00 0.18 -0.05 0.86 1 1.00 Directed Unipartite name time weight 480 KiB 2.1 MiB 2.0 MiB 1.4 MiB
network32 8 16,301 2037.62 741.19 8.00 0.60 -0.09 0.84 1 1.00 Directed Unipartite name time duration 39 KiB 97 KiB 91 KiB 75 KiB
network32_weighted 8 359,288 44911.00 942.20 8.00 0.24 -0.00 0.86 1 1.00 Directed Unipartite name time weight 550 KiB 2.2 MiB 2.1 MiB 1.5 MiB
network33 8 18,093 2261.62 1111.40 8.00 0.58 -0.19 0.82 1 1.00 Directed Unipartite name time duration 45 KiB 109 KiB 102 KiB 84 KiB
network33_weighted 8 461,679 57709.88 3132.85 8.00 0.18 -0.06 0.86 1 1.00 Directed Unipartite name time weight 666 KiB 2.8 MiB 2.6 MiB 1.8 MiB
network34 8 27,110 3388.75 1561.15 8.00 0.39 -0.21 0.84 1 1.00 Directed Unipartite name time duration 65 KiB 161 KiB 154 KiB 124 KiB
network34_weighted 8 668,323 83540.38 2042.06 8.00 0.20 -0.02 0.86 1 1.00 Directed Unipartite name time weight 931 KiB 4.1 MiB 3.8 MiB 2.6 MiB
network35 7 16,452 2350.29 618.75 7.00 0.44 -0.03 0.82 1 1.00 Directed Unipartite name time duration 40 KiB 98 KiB 92 KiB 76 KiB
network35_weighted 7 333,485 47640.71 942.79 7.00 0.25 -0.01 0.83 1 1.00 Directed Unipartite name time weight 501 KiB 2.1 MiB 1.9 MiB 1.3 MiB
network36 7 12,703 1814.71 893.21 7.00 0.40 -0.21 0.80 1 1.00 Directed Unipartite name time duration 33 KiB 79 KiB 74 KiB 60 KiB
network36_weighted 7 337,564 48223.43 2329.89 7.00 0.04 -0.04 0.83 1 1.00 Directed Unipartite name time weight 496 KiB 2.1 MiB 1.9 MiB 1.3 MiB
network37 8 12,057 1507.12 707.21 8.00 0.81 -0.10 0.83 1 1.00 Directed Unipartite name time duration 31 KiB 73 KiB 68 KiB 57 KiB
network37_weighted 8 293,676 36709.50 769.31 8.00 0.20 -0.01 0.86 1 1.00 Directed Unipartite name time weight 452 KiB 1.8 MiB 1.7 MiB 1.2 MiB
network38 7 11,648 1664.00 778.96 7.00 0.65 -0.06 0.80 1 1.00 Directed Unipartite name time duration 29 KiB 70 KiB 66 KiB 54 KiB
network38_weighted 7 239,320 34188.57 340.71 7.00 0.16 -0.01 0.83 1 1.00 Directed Unipartite name time weight 366 KiB 1.5 MiB 1.4 MiB 997 KiB
network39 7 6,846 978.00 356.79 7.00 0.82 0.09 0.80 1 1.00 Directed Unipartite name time duration 19 KiB 43 KiB 40 KiB 34 KiB
network39_weighted 7 177,721 25388.71 323.08 7.00 0.20 -0.00 0.83 1 1.00 Directed Unipartite name time weight 250 KiB 1.1 MiB 1013 KiB 716 KiB
network40 8 15,700 1962.50 923.25 8.00 0.48 -0.21 0.84 1 1.00 Directed Unipartite name time duration 40 KiB 96 KiB 90 KiB 74 KiB
network40_weighted 8 425,222 53152.75 1765.78 8.00 0.04 -0.04 0.86 1 1.00 Directed Unipartite name time weight 595 KiB 2.6 MiB 2.4 MiB 1.7 MiB
network41 8 22,020 2752.50 1053.64 8.00 0.38 -0.05 0.84 1 1.00 Directed Unipartite name time duration 52 KiB 129 KiB 123 KiB 101 KiB
network41_weighted 8 456,165 57020.62 1105.27 8.00 0.03 -0.01 0.86 1 1.00 Directed Unipartite name time weight 669 KiB 2.8 MiB 2.6 MiB 1.8 MiB
network42 8 21,490 2686.25 1667.20 8.00 0.56 -0.22 0.83 1 1.00 Directed Unipartite name time duration 52 KiB 129 KiB 122 KiB 99 KiB
network42_weighted 8 542,360 67795.00 1270.91 8.00 0.18 -0.01 0.86 1 1.00 Directed Unipartite name time weight 784 KiB 3.3 MiB 3.1 MiB 2.2 MiB
network43 7 11,548 1649.71 822.58 7.00 0.53 -0.10 0.80 1 1.00 Directed Unipartite name time duration 30 KiB 72 KiB 67 KiB 55 KiB
network43_weighted 7 276,368 39481.14 3074.35 7.00 0.29 -0.01 0.83 1 1.00 Directed Unipartite name time weight 448 KiB 1.7 MiB 1.6 MiB 1.1 MiB
network44 6 12,411 2068.50 508.72 6.00 0.32 -0.09 0.79 1 1.00 Directed Unipartite name time duration 32 KiB 76 KiB 71 KiB 59 KiB
network44_weighted 6 285,259 47543.17 705.61 6.00 0.03 -0.01 0.80 1 1.00 Directed Unipartite name time weight 429 KiB 1.8 MiB 1.7 MiB 1.1 MiB
network45 6 12,750 2125.00 805.91 6.00 0.31 -0.12 0.79 1 1.00 Directed Unipartite name time duration 32 KiB 77 KiB 72 KiB 59 KiB
network45_weighted 6 246,302 41050.33 591.64 6.00 0.22 -0.01 0.80 1 1.00 Directed Unipartite name time weight 394 KiB 1.6 MiB 1.5 MiB 1.0 MiB
network46 7 18,665 2666.43 1341.73 7.00 0.32 -0.13 0.81 1 1.00 Directed Unipartite name time duration 47 KiB 113 KiB 107 KiB 87 KiB
network46_weighted 7 429,517 61359.57 3886.97 7.00 0.28 -0.04 0.83 1 1.00 Directed Unipartite name time weight 627 KiB 2.6 MiB 2.4 MiB 1.7 MiB
network47 7 16,191 2313.00 878.46 7.00 0.57 -0.25 0.81 1 1.00 Directed Unipartite name time duration 40 KiB 97 KiB 92 KiB 75 KiB
network47_weighted 7 348,268 49752.57 3617.93 7.00 0.20 -0.05 0.83 1 1.00 Directed Unipartite name time weight 538 KiB 2.2 MiB 2.0 MiB 1.4 MiB
network48 7 5,999 857.00 310.95 7.00 0.77 -0.21 0.80 1 1.00 Directed Unipartite name time duration 16 KiB 38 KiB 35 KiB 29 KiB
network48_weighted 7 140,842 20120.29 172.36 7.00 0.23 -0.01 0.83 1 1.00 Directed Unipartite name time weight 208 KiB 883 KiB 809 KiB 572 KiB
network49 7 11,142 1591.71 509.38 7.00 0.37 -0.05 0.82 1 1.00 Directed Unipartite name time duration 29 KiB 69 KiB 64 KiB 53 KiB
network49_weighted 7 274,473 39210.43 492.47 7.00 0.18 -0.01 0.83 1 1.00 Directed Unipartite name time weight 385 KiB 1.7 MiB 1.6 MiB 1.1 MiB
network50 6 8,154 1359.00 350.31 6.00 0.36 -0.18 0.79 1 1.00 Directed Unipartite name time duration 22 KiB 51 KiB 47 KiB 39 KiB
network50_weighted 6 168,836 28139.33 452.60 6.00 0.24 -0.01 0.80 1 1.00 Directed Unipartite name time weight 251 KiB 1.0 MiB 982 KiB 686 KiB
network51 7 17,830 2547.14 1000.87 7.00 0.41 -0.21 0.81 1 1.00 Directed Unipartite name time duration 43 KiB 106 KiB 100 KiB 81 KiB
network51_weighted 7 353,779 50539.86 676.35 7.00 0.19 -0.01 0.83 1 1.00 Directed Unipartite name time weight 492 KiB 2.2 MiB 2.0 MiB 1.4 MiB
network52 6 11,871 1978.50 580.37 6.00 0.42 -0.13 0.79 1 1.00 Directed Unipartite name time duration 29 KiB 71 KiB 66 KiB 54 KiB
network52_weighted 6 198,585 33097.50 211.18 6.00 0.17 -0.00 0.80 1 1.00 Directed Unipartite name time weight 321 KiB 1.2 MiB 1.2 MiB 836 KiB
network53 8 15,958 1994.75 1020.80 8.00 0.34 -0.26 0.84 1 1.00 Directed Unipartite name time duration 39 KiB 95 KiB 90 KiB 73 KiB
network53_weighted 8 367,902 45987.75 2479.80 8.00 0.20 -0.07 0.86 1 1.00 Directed Unipartite name time weight 556 KiB 2.3 MiB 2.1 MiB 1.5 MiB
network54 8 22,232 2779.00 958.88 8.00 0.58 -0.10 0.83 1 1.00 Directed Unipartite name time duration 52 KiB 130 KiB 123 KiB 100 KiB
network54_weighted 8 461,423 57677.88 760.71 8.00 0.21 -0.01 0.86 1 1.00 Directed Unipartite name time weight 677 KiB 2.8 MiB 2.7 MiB 1.8 MiB
network55 7 14,191 2027.29 821.93 7.00 0.30 -0.27 0.81 1 1.00 Directed Unipartite name time duration 35 KiB 86 KiB 81 KiB 66 KiB
network55_weighted 7 319,618 45659.71 1051.46 7.00 0.20 -0.03 0.83 1 1.00 Directed Unipartite name time weight 514 KiB 2.0 MiB 1.9 MiB 1.3 MiB
network56 8 21,712 2714.00 1162.39 8.00 0.50 -0.13 0.84 1 1.00 Directed Unipartite name time duration 52 KiB 129 KiB 122 KiB 100 KiB
network56_weighted 8 522,190 65273.75 697.56 8.00 0.16 -0.01 0.86 1 1.00 Directed Unipartite name time weight 693 KiB 3.2 MiB 2.9 MiB 2.0 MiB
network57 8 17,579 2197.38 784.58 8.00 0.39 -0.12 0.84 1 1.00 Directed Unipartite name time duration 43 KiB 104 KiB 98 KiB 81 KiB
network57_weighted 8 402,844 50355.50 1418.69 8.00 0.20 -0.02 0.86 1 1.00 Directed Unipartite name time weight 559 KiB 2.5 MiB 2.3 MiB 1.6 MiB
network58 8 29,516 3689.50 1303.36 8.00 0.41 -0.14 0.84 1 1.00 Directed Unipartite name time duration 69 KiB 174 KiB 166 KiB 134 KiB
network58_weighted 8 668,574 83571.75 2147.11 8.00 0.20 -0.02 0.86 1 1.00 Directed Unipartite name time weight 978 KiB 4.1 MiB 3.8 MiB 2.7 MiB
network59 7 9,791 1398.71 536.62 7.00 0.26 -0.23 0.82 1 1.00 Directed Unipartite name time duration 25 KiB 60 KiB 56 KiB 46 KiB
network59_weighted 7 216,930 30990.00 801.70 7.00 0.21 -0.02 0.83 1 1.00 Directed Unipartite name time weight 309 KiB 1.3 MiB 1.2 MiB 881 KiB
network60 7 16,835 2405.00 876.11 7.00 inf -0.20 0.82 1 1.00 Directed Unipartite name time duration 41 KiB 100 KiB 94 KiB 77 KiB
network60_weighted 7 328,068 46866.86 152.18 7.00 0.17 -0.00 0.83 1 1.00 Directed Unipartite name time weight 458 KiB 2.0 MiB 1.9 MiB 1.3 MiB
network61 8 22,130 2766.25 1548.70 8.00 0.49 -0.14 0.83 1 1.00 Directed Unipartite name time duration 53 KiB 132 KiB 125 KiB 101 KiB
network61_weighted 8 536,232 67029.00 716.35 8.00 0.20 -0.00 0.86 1 1.00 Directed Unipartite name time weight 753 KiB 3.3 MiB 3.1 MiB 2.1 MiB