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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
actor | 767K | 767K | 384K | 1 | 1.02 | - | - | - | - | - | 2 | 3 | 91 MB | Download |
bibsonomy | - | - | - | - | - | - | - | - | - | - | - | - | 23 MB | Download |
citeulike-u2p-u2t | 908K | 5M | 189K | 10 | 1.54 | - | - | - | - | - | 11K | 21 | 16 MB | Download |
dbpedia | 259K | 496K | 259K | 3 | 0.96 | 2M | 6 | 356K | 0.99 | 0.00 | 7 | 6 | 4 MB | Download |
digg | 283K | 283K | 280K | 1 | 1.02 | - | - | - | - | - | 2 | 3 | 32 MB | Download |
epinions | 132K | 841K | 4K | 12 | -0.04 | 28M | 212 | 108K | 0.16 | 0.11 | 180 | 19 | 49 MB | Download |
flickr | 821K | 10M | 15K | 23 | 0.03 | 1B | 2K | 4M | 0.21 | 0.14 | 702 | 46 | 160 MB | Download |
lastfm | - | - | - | - | - | - | - | - | - | - | - | - | 206 MB | Download |
livejournal | 13M | 161M | 1M | 25 | 1.16 | 1B | 80 | 5M | 0.06 | 0.00 | 375 | 16 | 600 MB | Download |
movielens-10m-noRatings | 28K | 287K | 12K | 20 | -0.12 | 15M | 539 | 248K | 10.43 | 0.05 | 641 | 3 | 2 MB | Download |
movielens-10m | 70K | 97K | 70K | 2 | 1.49 | 189K | 2 | 41K | 0.47 | 0.00 | 5 | 5 | 64 MB | Download |
orkut | 12M | 12M | 9M | 1 | 1.00 | - | - | - | - | - | 2 | 3 | 2 GB | Download |
visualize-us | 595K | 7M | 811K | 23 | 1.01 | 4B | 7K | 230M | 241K | 0.01 | 7K | 842 | 11 MB | Download |
yahoo-msg | 100K | 6M | 206K | 126 | 0.91 | 2B | 15K | 15M | 1.67 | 0.01 | 1K | 9 | 27 MB | Download |
Discuss and Share
Collaborate and contribute to the first interactive and community-oriented data repository!
Share key insights, awesome visualizations, or simply discuss advantages of data, any observed or known properties, challenges, problems, corrections, and any other helpful comments! Post and discuss recent published works that utilize this dataset (including your own). Any and all feedback is welcome and encouraged.