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={https://networkrepository.com},
year={2015}
}
Graph Name | |V|    | |E|    | dmax    | davg    | r    | |T|    | Tavg    | Tmax    | κavg    | κ    | K    | ωheu    | Size | Download |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
scc-enron-only | 151 | 10K | 145 | 130 | -0.09 | 1M | 8K | 10K | 0.93 | 0.96 | 120 | 119 | 25 KB | Download |
scc-fb-forum | 897 | 71K | 435 | 158 | -0.22 | 22M | 24K | 70K | 0.47 | 0.87 | 273 | 262 | 168 KB | Download |
scc-fb-messages | 2K | 532K | 1K | 560 | -0.25 | 414M | 218K | 531K | 0.59 | 0.82 | 707 | 694 | 1 MB | Download |
scc-infect-dublin | 11K | 176K | 219 | 32 | 0.61 | 7M | 632 | 9K | 0.80 | 0.74 | 84 | 70 | 545 KB | Download |
scc-infect-hyper | 113 | 6K | 112 | 110 | -0.06 | 671K | 6K | 6K | 0.99 | 0.99 | 106 | 106 | 16 KB | Download |
scc-reality | 7K | 5M | 6K | 1K | -0.58 | 7B | 972K | 5M | 0.87 | 0.49 | 1K | 1K | 11 MB | Download |
scc-retweet-crawl | 1M | 24K | 195 | - | 0.26 | 73K | - | 1K | 0.00 | 0.29 | 20 | 20 | 120 KB | Download |
scc-retweet | 18K | 66K | 551 | 7 | -0.16 | 11M | 592 | 52K | 0.05 | 0.63 | 175 | 157 | 177 KB | Download |
scc-rt-alwefaq | 4K | 355 | 39 | - | -0.15 | 4K | 1 | 280 | 0.01 | 0.62 | 16 | 16 | 2 KB | Download |
scc-rt-assad | 2K | 96 | 20 | - | -0.32 | 537 | - | 65 | 0.01 | 0.54 | 8 | 8 | 1 KB | Download |
scc-rt-bahrain | 5K | 129 | 20 | - | 0.21 | 555 | - | 66 | 0.00 | 0.53 | 8 | 8 | 2 KB | Download |
scc-rt-barackobama | 10K | 226 | 43 | - | -0.33 | 1K | - | 153 | 0.00 | 0.43 | 10 | 10 | 2 KB | Download |
scc-rt-damascus | 3K | 41 | 8 | - | 0.50 | 60 | - | 12 | 0.00 | 0.51 | 5 | 5 | 1 KB | Download |
scc-rt-dash | 6K | 39 | 8 | - | 0.38 | 84 | - | 13 | 0.00 | 0.61 | 6 | 6 | 1 KB | Download |
scc-rt-gmanews | 8K | 1K | 114 | - | -0.51 | 20K | 2 | 950 | 0.01 | 0.45 | 22 | 22 | 4 KB | Download |
scc-rt-gop | 4K | 7 | 2 | - | -0.17 | - | - | - | - | - | 2 | 2 | 1 KB | Download |
scc-rt-http | 6K | 6 | 4 | - | -0.71 | 6 | - | 2 | 0.00 | 0.55 | 3 | 3 | 1 KB | Download |
scc-rt-islam | 2 | 2 | 1 | 1 | - | - | - | - | - | - | 1 | 2 | 1 KB | Download |
scc-rt-israel | 4K | 12 | 2 | - | 0.40 | - | - | - | - | - | 2 | 2 | 1 KB | Download |
scc-rt-justinbieber | 9K | 442 | 42 | - | -0.34 | 7K | - | 375 | 0.00 | 0.63 | 17 | 17 | 2 KB | Download |
scc-rt-ksa | 6K | 23 | 5 | - | 0.99 | 60 | - | 10 | 0.00 | 0.98 | 6 | 6 | 1 KB | Download |
scc-rt-lebanon | 3K | 5 | 1 | - | - | - | - | - | - | - | 2 | 2 | 1 KB | Download |
scc-rt-libya | 5K | 26 | 11 | - | -0.19 | 15 | - | 5 | 0.00 | 0.19 | 3 | 3 | 1 KB | Download |
scc-rt-lolgop | 10K | 5K | 249 | - | -0.42 | 175K | 17 | 4K | 0.02 | 0.49 | 42 | 42 | 13 KB | Download |
scc-rt-mittromney | 8K | 108 | 25 | - | -0.08 | 198 | - | 38 | 0.00 | 0.29 | 5 | 5 | 2 KB | Download |
scc-rt-obama | 3K | 4 | 1 | - | - | - | - | - | - | - | 2 | 2 | 1 KB | Download |
scc-rt-occupy | 3K | 60 | 11 | - | 0.32 | 78 | - | 15 | 0.00 | 0.38 | 5 | 5 | 1 KB | Download |
scc-rt-occupywallstnyc | 4K | 931 | 112 | - | -0.51 | 14K | 3 | 809 | 0.03 | 0.39 | 18 | 18 | 4 KB | Download |
scc-rt-oman | 4K | 13 | 6 | - | -0.20 | 6 | - | 2 | 0.00 | 0.29 | 3 | 3 | 1 KB | Download |
scc-rt-onedirection | 8K | 368 | 28 | - | 0.59 | 9K | 1 | 335 | 0.00 | 0.98 | 27 | 27 | 2 KB | Download |
scc-rt-p2 | 5K | 15 | 3 | - | -0.11 | - | - | - | - | - | 2 | 2 | 1 KB | Download |
scc-rt-qatif | 7K | 11 | 5 | - | -0.57 | 3 | - | 1 | 0.00 | 0.21 | 3 | 2 | 1 KB | Download |
scc-rt-saudi | 7K | 91 | 16 | - | 0.12 | 546 | - | 62 | 0.00 | 0.68 | 8 | 8 | 1 KB | Download |
scc-rt-tcot | 5K | 18 | 4 | - | 0.12 | 6 | - | 2 | 0.00 | 0.40 | 3 | 3 | 1 KB | Download |
scc-rt-tlot | 4K | 8 | 3 | - | - | - | - | - | - | - | 2 | 2 | 1 KB | Download |
scc-rt-uae | 5K | 12 | 3 | - | -0.18 | 3 | - | 1 | 0.00 | 0.43 | 3 | 2 | 1 KB | Download |
scc-rt-voteonedirection | 2K | 5 | 2 | - | 1 | 3 | - | 1 | 0.00 | 1 | 3 | 3 | 1 KB | Download |
scc-twitter-copen | 9K | 474K | 2K | 110 | -0.41 | 291M | 34K | 469K | 0.20 | 0.70 | 583 | 541 | 1 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={https://networkrepository.com},
year={2015}
}