Multi-level Graph Visualization: From Global to Local Graph Properties
Select a network below for amulti-level graph visualization
that leverages both local
and global graph properties
, as well as additional features and tools including:
- interactive network visualizations,
- global network statistics,
- local node-level network stats & features, and
- interactive visualizations of the important network distributions.
Note: Networks may also be sorted by the statistics.
Global Network Statistics
Summary of notation.- |V|
- Number of nodes
- |E|
- Number of edges
- dmax
- Maximum degree
- davg
- Average degree
- r
- Assort. Coeff.
- |T|
- Number of triangles (3-clique)
- |T|avg
- Average triangles formed by a edge
- |T|max
- Maximum number of triangles formed by a edge
- κavg
- Average local clustering coefficient
- κ
- Global clustering coefficient
- Kmax
- Maximum k-core number
- ωlb
- Lower bound on the size of the maximum clique
Citation and acknowledgement policy
Please cite the following if you use the data:
@inproceedings{nr,
title = {The Network Data Repository with Interactive Graph Analytics and Visualization},
author={Ryan A. Rossi and Nesreen K. Ahmed},
booktitle = {AAAI},
url={http://networkrepository.com},
year={2015}
}
Graph Name | |V|    | |E|    | dmax    | davg    | r    | |T|    | Tavg    | Tmax    | κavg    | κ    | K    | ωheu    | Size | Download |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
soc-ANU-residence | - | - | - | - | - | - | - | - | - | - | - | - | 9 KB | Download |
soc-BlogCatalog | 89K | 2M | 9K | 47 | -0.23 | 154M | 2K | 804K | 0.35 | 0.06 | 222 | 40 | 6 MB | Download |
soc-FourSquare | 639K | 3M | 106K | 10 | -0.71 | 65M | 101 | 2M | 0.11 | 0.00 | 64 | 30 | 10 MB | Download |
soc-LiveJournal1 | 5M | 69M | 23K | 14.23 | - | - | - | - | - | - | - | - | 261 MB | Download |
soc-LiveMocha | 104K | 2M | 3K | 42 | -0.15 | 10M | 96 | 37K | 0.05 | 0.01 | 93 | 13 | 7 MB | Download |
soc-Slashdot0811 | 77K | 828K | 5K | 21 | -0.07 | 6M | 74 | 57K | 0.05 | 0.03 | 107 | 15 | 3 MB | Download |
soc-Slashdot0902 | 82K | 870K | 5K | 21 | -0.07 | 6M | 73 | 58K | 0.05 | 0.03 | 107 | 15 | 3 MB | Download |
soc-academia | 200K | 1M | 11K | 13 | -0.02 | 8M | 42 | 120K | 0.24 | 0.04 | 38 | 16 | 6 MB | Download |
soc-advogato | 5K | 47K | 947 | 18 | -0.08 | 500K | 96 | 11K | 0.29 | 0.11 | 32 | 18 | 176 KB | Download |
soc-anybeat | 13K | 67K | 9K | 10 | -0.12 | 947K | 74 | 51K | 0.23 | 0.02 | 50 | 25 | 220 KB | Download |
soc-brightkite | 57K | 213K | 1K | 7 | 0.01 | 1M | 26 | 12K | 0.17 | 0.11 | 53 | 36 | 659 KB | Download |
soc-buzznet | 101K | 3M | 64K | 54 | 2.85 | 93M | 916 | 1M | 0.23 | 0.01 | 154 | 26 | 8 MB | Download |
soc-catster | 150K | 5M | 81K | 72 | 5.47 | 556M | 4K | 4M | 0.39 | 0.01 | 420 | 53 | 14 MB | Download |
soc-delicious | 536K | 1M | 3K | 5 | -0.07 | 1M | 2 | 8K | 0.03 | 0.01 | 34 | 21 | 4 MB | Download |
soc-digg | 771K | 6M | 18K | 15 | -0.09 | 188M | 244 | 397K | 0.09 | 0.05 | 237 | 45 | 19 MB | Download |
soc-dogster | 427K | 9M | 47K | 40 | -0.13 | 250M | 586 | 2M | 0.17 | 0.01 | 249 | 37 | 24 MB | Download |
soc-dolphins | 62 | 159 | 12 | 5 | -0.04 | 285 | 4 | 17 | 0.26 | 0.31 | 5 | 5 | 2 KB | Download |
soc-douban | 155K | 327K | 287 | 4 | -0.18 | 122K | - | 394 | 0.02 | 0.01 | 16 | 11 | 975 KB | Download |
soc-epinions | 27K | 100K | 443 | 7 | 0.06 | 479K | 18 | 5K | 0.14 | 0.09 | 33 | 16 | 310 KB | Download |
soc-firm-hi-tech | 33 | 1K | 28 | 9.19 | -0.12 | 5K | 13.77 | 88.50 | 0.41 | 0.30 | 8 | 6 | 1 KB | Download |
soc-flickr-und | 2M | 16M | 27K | 18 | -0.02 | 2B | 959 | 2M | 0.18 | 0.11 | 569 | 66 | 47 MB | Download |
soc-flickr | 514K | 3M | 4K | 12 | 0.16 | 176M | 343 | 525K | 0.17 | 0.15 | 310 | 53 | 10 MB | Download |
soc-flixster | 3M | 8M | 1K | 6 | -0.32 | 24M | 9 | 15K | 0.08 | 0.01 | 69 | 31 | 26 MB | Download |
soc-google-plus | 211K | 2M | 2K | 14 | 0.22 | 69M | 325 | 191K | 0.15 | 0.27 | 163 | 59 | 6 MB | Download |
soc-gowalla | 197K | 950K | 15K | 9 | -0.03 | 7M | 34 | 94K | 0.24 | 0.02 | 52 | 29 | 3 MB | Download |
soc-gplus | 24K | 392K | 3K | 3.32 | - | 64K | 2.69 | 53K | 0.22 | 0.00 | 13 | 11 | 96 KB | Download |
soc-hamsterster | 2K | 17K | 273 | 13 | 0.05 | 160K | 65 | 3K | 0.54 | 0.23 | 25 | 25 | 42 KB | Download |
soc-highschool-moreno | - | - | - | - | - | - | - | - | - | - | - | - | 2 KB | Download |
soc-karate | 34 | 78 | 17 | 4 | -0.48 | 135 | 3 | 18 | 0.57 | 0.26 | 5 | 5 | 2 KB | Download |
soc-lastfm | 1M | 5M | 5K | 7 | -0.14 | 12M | 9 | 38K | 0.07 | 0.01 | 71 | 14 | 15 MB | Download |
soc-linkedin | - | - | - | - | - | - | - | - | - | - | - | - | 100 MB | Download |
soc-livejournal-user-groups | - | - | - | - | - | - | - | - | - | - | - | - | 383 MB | Download |
soc-livejournal | 4M | 28M | 3K | 13 | 0.27 | 251M | 62 | 80K | 0.26 | 0.14 | 214 | 87 | 103 MB | Download |
soc-livejournal07 | - | - | - | - | - | - | - | - | - | - | - | - | 174 MB | Download |
soc-ljournal-2008 | - | - | - | - | - | - | - | - | - | - | - | - | 246 MB | Download |
soc-loc-brightkite | 58K | 2M | 1K | 7.35 | - | 1M | 25.49 | 12K | 0.17 | 0.11 | 52 | 47 | 653 KB | Download |
soc-myspace | - | - | - | - | - | - | - | - | - | - | - | - | 27 MB | Download |
soc-orkut-dir | 3M | 117M | 33K | 76 | 0.02 | 2B | 612 | 2M | 0.17 | 0.04 | 254 | 47 | 422 MB | Download |
soc-orkut | 3M | 106M | 27K | 70 | 0.02 | 2B | 525 | 1M | 0.17 | 0.04 | 231 | 41 | 388 MB | Download |
soc-physicians | - | - | - | - | - | - | - | - | - | - | - | - | 4 KB | Download |
soc-pokec | 2M | 22M | 15K | 27 | 0.00 | 98M | 59 | 29K | 0.11 | 0.05 | 48 | 29 | 88 MB | Download |
soc-sign-Slashdot081106 | 77K | 517K | 3K | 13 | -0.06 | 3M | 39 | 33K | 0.06 | 0.04 | 85 | 15 | 2 MB | Download |
soc-sign-Slashdot090216 | 82K | 546K | 3K | 13 | -0.06 | 3M | 38 | 33K | 0.07 | 0.04 | 86 | 14 | 2 MB | Download |
soc-sign-Slashdot090221 | 82K | 549K | 3K | 13 | -0.06 | 3M | 38 | 34K | 0.07 | 0.04 | 86 | 14 | 2 MB | Download |
soc-sign-bitcoinalpha | - | - | - | - | - | - | - | - | - | - | - | - | 145 KB | Download |
soc-sign-bitcoinotc | - | - | - | - | - | - | - | - | - | - | - | - | 389 KB | Download |
soc-sign-epinions | 132K | 841K | 4K | 12 | -0.04 | 28M | 211 | 108K | 0.16 | 0.11 | 180 | 19 | 3 MB | Download |
soc-sinaweibo | 21M | 261M | - | - | - | 64B | - | - | - | - | - | - | 2 GB | Download |
soc-slashdot-trust-all | 79K | 516K | 3K | 13 | -0.06 | 3M | 37 | 33K | 0.07 | 0.04 | 85 | 26 | 2 MB | Download |
soc-slashdot-zoo | - | - | - | - | - | - | - | - | - | - | - | - | 2 MB | Download |
soc-slashdot | 70K | 359K | 3K | 10 | -0.07 | 1M | 17 | 13K | 0.06 | 0.03 | 54 | 23 | 1 MB | Download |
soc-student-coop | 7M | 1 | 1 | - | - | - | - | - | - | - | 2 | 2 | 2 KB | Download |
soc-themarker | 69K | 2M | 9K | 47 | -0.15 | 53M | 767 | 346K | 0.19 | 0.05 | 165 | 21 | 6 MB | Download |
soc-tribes | 16 | 58 | 10 | 7 | 0.05 | 204 | 12 | 22 | 0.54 | 0.53 | 6 | 5 | 1 KB | Download |
soc-twitter-2010 | - | - | - | - | - | - | - | - | - | - | - | - | 961 MB | Download |
soc-twitter-follows-mun | 465K | 835K | 811 | 3 | -0.87 | 135K | - | 3K | 0.02 | 0.00 | 31 | 6 | 2 MB | Download |
soc-twitter-follows | 405K | 713K | 626 | 3 | -0.88 | 89K | - | 2K | 0.01 | 0.00 | 29 | 6 | 3 MB | Download |
soc-twitter-higgs | 457K | 15M | 51K | 65 | -0.13 | 411M | 899 | 893K | 0.21 | 0.01 | 188 | 66 | 56 MB | Download |
soc-wiki-Talk-dir | 2M | 5M | 100K | 4 | -0.29 | 54M | 22 | 360K | 0.07 | 0.00 | 185 | 25 | 16 MB | Download |
soc-wiki-Vote | 889 | 3K | 102 | 6 | -0.03 | 6K | 7 | 251 | 0.15 | 0.13 | 10 | 6 | 8 KB | Download |
soc-wiki-conflict | - | - | - | - | - | - | - | - | - | - | - | - | 19 MB | Download |
soc-wiki-elec | 7K | 107K | 1K | 30 | -0.05 | 3M | 354 | 56K | 0.17 | 0.14 | 61 | 17 | 619 KB | Download |
soc-youtube-snap | 1M | 3M | 29K | 5 | -0.04 | 9M | 8 | 181K | 0.08 | 0.01 | 52 | 16 | 10 MB | Download |
soc-youtube | 496K | 2M | 25K | 7 | -0.03 | 7M | 14 | 151K | 0.11 | 0.01 | 50 | 16 | 7 MB | Download |
Acknowledgement & Citation Policy
Please cite the following if you use the data:
@inproceedings{nr,
title={The Network Data Repository with Interactive Graph Analytics and Visualization},
author={Ryan A. Rossi and Nesreen K. Ahmed},
booktitle={AAAI},
url={http://networkrepository.com},
year={2015}
}
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