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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
144 | 145K | 1M | 26 | 14 | 0.05 | 6M | 43 | 104 | 0.42 | 0.40 | 10 | 7 | 4 MB | Download |
598a | 111K | 742K | 26 | 13 | 0.34 | 4M | 34 | 79 | 0.43 | 0.40 | 9 | 7 | 3 MB | Download |
adaptive | 7M | 14M | 4 | 3 | 0.67 | - | - | - | - | - | 3 | 2 | 45 MB | Download |
auto | 449K | 3M | 37 | 14 | 0.16 | 19M | 41 | 122 | 0.41 | 0.40 | 10 | 7 | 12 MB | Download |
bio-celegansneural | 297 | 2K | 134 | 15 | -0.15 | 13K | 42 | 427 | 0.31 | 0.20 | 12 | 8 | 8 KB | Download |
bio-pdb1HYS | 36K | 2M | 203 | 118 | 0.46 | 145M | 4K | 9K | 0.57 | 0.53 | 75 | 39 | 18 MB | Download |
c-62ghs | 42K | 259K | 5K | 12 | -0.02 | - | - | - | - | - | 61 | 2 | 2 MB | Download |
c-66b | 50K | 225K | 5K | 8 | -0.05 | - | - | - | - | - | 43 | 2 | 2 MB | Download |
channel-500x100x100-b050 | 5M | 43M | 18 | 17 | 0.61 | 283M | 58 | 60 | 0.40 | 0.39 | 10 | 4 | 100 MB | Download |
chesapeake | 39 | 170 | 33 | 8 | -0.38 | 582 | 14 | 71 | 0.45 | 0.28 | 7 | 5 | 1 KB | Download |
citationCiteseer | 268K | 1M | 1K | 8 | -0.06 | 3M | 9 | 4K | 0.19 | 0.06 | 16 | 9 | 5 MB | Download |
cnr-2000 | 326K | 3M | 18K | 19 | -0.19 | 96M | 295 | 720K | 0.49 | 0.01 | 162 | 13 | 7 MB | Download |
co-papers-citeseer | 434K | 16M | 1K | 73 | 0.82 | 3B | 6K | 382K | 0.83 | 0.77 | 845 | 534 | 35 MB | Download |
co-papers-dblp | 540K | 15M | 3K | 56 | 0.51 | 1B | 2K | 284K | 0.80 | 0.66 | 337 | 218 | 35 MB | Download |
coAuthorsCiteseer | 227K | 814K | 1K | 7 | 0.07 | 8M | 35 | 5K | 0.68 | 0.46 | 87 | 14 | 2 MB | Download |
connectus | 395K | 1M | 120K | 5 | 335K | 4M | 10 | 494K | 0.15 | 0.00 | 38 | 9 | 3 MB | Download |
consph | 83K | 3M | 80 | 71 | 0.59 | 102M | 1K | 1K | 0.45 | 0.46 | 42 | 24 | 33 MB | Download |
cop20k_A | 121K | 1M | 80 | 20 | -0.01 | 17M | 144 | 652 | 0.49 | 0.48 | 19 | 14 | 9 MB | Download |
cs4 | 22K | 44K | 4 | 3 | 0.32 | 7K | - | 2 | 0.06 | 0.06 | 4 | 3 | 175 KB | Download |
cti | 17K | 48K | 6 | 5 | 0.75 | 1K | - | 1 | 0.00 | 0.00 | 5 | 3 | 146 KB | Download |
delaunay_n10 | 1K | 3K | 12 | 5 | -0.12 | 6K | 5 | 12 | 0.44 | 0.38 | 5 | 4 | 8 KB | Download |
delaunay_n11 | 2K | 6K | 13 | 5 | -0.10 | 12K | 6 | 12 | 0.44 | 0.38 | 5 | 4 | 17 KB | Download |
delaunay_n12 | 4K | 12K | 14 | 5 | -0.11 | 25K | 6 | 13 | 0.43 | 0.38 | 5 | 4 | 33 KB | Download |
delaunay_n13 | 8K | 25K | 12 | 5 | -0.13 | 49K | 6 | 12 | 0.43 | 0.38 | 5 | 4 | 65 KB | Download |
delaunay_n14 | 16K | 49K | 16 | 5 | -0.12 | 99K | 6 | 15 | 0.43 | 0.38 | 5 | 4 | 130 KB | Download |
delaunay_n15 | 33K | 98K | 18 | 5 | -0.13 | 198K | 6 | 18 | 0.43 | 0.38 | 5 | 4 | 259 KB | Download |
delaunay_n16 | 66K | 197K | 17 | 5 | -0.13 | 396K | 6 | 17 | 0.43 | 0.38 | 5 | 4 | 518 KB | Download |
delaunay_n17 | 131K | 393K | 17 | 5 | -0.14 | 791K | 6 | 19 | 0.43 | 0.38 | 5 | 4 | 1 MB | Download |
delaunay_n18 | 262K | 786K | 21 | 5 | -0.14 | 2M | 6 | 21 | 0.43 | 0.38 | 5 | 4 | 2 MB | Download |
delaunay_n19 | 524K | 2M | 21 | 5 | -0.14 | 3M | 6 | 21 | 0.43 | 0.38 | 5 | 4 | 4 MB | Download |
delaunay_n20 | 1M | 3M | 23 | 5 | -0.14 | 6M | 6 | 22 | 0.43 | 0.38 | 5 | 4 | 8 MB | Download |
delaunay_n21 | 2M | 6M | 23 | 5 | -0.15 | 13M | 6 | 22 | 0.43 | 0.38 | 5 | 4 | 16 MB | Download |
delaunay_n22 | 4M | 13M | 23 | 5 | -0.15 | 25M | 6 | 22 | 0.43 | 0.38 | 5 | 4 | 33 MB | Download |
delaunay_n23 | 8M | 25M | 28 | 5 | -0.15 | 51M | 6 | 27 | 0.43 | 0.38 | 5 | 4 | 66 MB | Download |
delaunay_n24 | 17M | 50M | 26 | 5 | -0.15 | 101M | 6 | 26 | 0.43 | 0.38 | 5 | 4 | 134 MB | Download |
email-enron | 37K | 184K | 1K | 5.01 | - | - | - | - | - | - | - | - | 731 KB | Download |
fe-4elt2 | 11K | 33K | 12 | 5 | -0.07 | 65K | 5 | 12 | 0.42 | 0.39 | 5 | 4 | 92 KB | Download |
fe-body | 45K | 164K | 28 | 7 | 0.02 | 466K | 10 | 48 | 0.48 | 0.40 | 7 | 6 | 383 KB | Download |
fe-ocean | 143K | 410K | 6 | 5 | 0.57 | - | - | - | - | - | 5 | 2 | 2 MB | Download |
fe-sphere | 16K | 49K | 6 | 5 | 0.00 | 98K | 5 | 6 | 0.40 | 0.40 | 6 | 3 | 149 KB | Download |
fe-tooth | 78K | 453K | 39 | 11 | -0.05 | 2M | 27 | 111 | 0.51 | 0.38 | 8 | 5 | 1 MB | Download |
fe_rotor | 100K | 662K | 125 | 13 | 0.05 | 3M | 33 | 369 | 0.43 | 0.38 | 9 | 5 | 2 MB | Download |
hugebubbles-00020 | 21M | 32M | 3 | 2 | 0.30 | - | - | - | - | - | 3 | 2 | 149 MB | Download |
hugetrace-00000 | 5M | 7M | 3 | 2 | 0.29 | - | - | - | - | - | 3 | 2 | 27 MB | Download |
hugetrace-00010 | 12M | 18M | 3 | 2 | 0.25 | - | - | - | - | - | 3 | 2 | 77 MB | Download |
hugetrace-00020 | 16M | 24M | 3 | 2 | 0.26 | - | - | - | - | - | 3 | 2 | 107 MB | Download |
hugetric-00000 | 6M | 9M | 3 | 2 | 0.28 | - | - | - | - | - | 3 | 2 | 34 MB | Download |
hugetric-00010 | 7M | 10M | 3 | 2 | 0.29 | - | - | - | - | - | 3 | 2 | 44 MB | Download |
hugetric-00020 | 7M | 11M | 3 | 2 | 0.29 | - | - | - | - | - | 3 | 2 | 48 MB | Download |
inf-asia_osm | 12M | 13M | 9 | 2 | 0.34 | 24K | - | 8 | 0.00 | 0.00 | 4 | 3 | 57 MB | Download |
inf-belgium_osm | 1M | 2M | 10 | 2 | 0.10 | 7K | - | 4 | 0.00 | 0.00 | 4 | 3 | 7 MB | Download |
inf-europe_osm | 51M | 54M | 13 | 2 | 0.18 | 185K | - | 7 | 0.00 | 0.00 | 4 | 3 | 248 MB | Download |
inf-germany_osm | 12M | 12M | 13 | 2 | 0.07 | 40K | - | 6 | 0.00 | 0.00 | 4 | 3 | 57 MB | Download |
inf-great-britain_osm | 8M | 8M | 8 | 2 | 0.03 | 33K | - | 5 | 0.00 | 0.00 | 4 | 3 | 37 MB | Download |
inf-italy_osm | 7M | 7M | 9 | 2 | 0.25 | 22K | - | 5 | 0.00 | 0.00 | 4 | 3 | 32 MB | Download |
inf-luxembourg_osm | 115K | 120K | 6 | 2 | 0.10 | 204 | - | 1 | 0.00 | 0.00 | 3 | 3 | 536 KB | Download |
inf-netherlands_osm | 2M | 2M | 7 | 2 | 0.10 | 6K | - | 4 | 0.00 | 0.00 | 4 | 3 | 10 MB | Download |
inf-road_central | 14M | 17M | 8 | 2 | 0.06 | 687K | - | 8 | 0.02 | 0.02 | 4 | 3 | 79 MB | Download |
inf-road_usa | 24M | 29M | 9 | 2 | 0.07 | 1M | - | 8 | 0.02 | 0.03 | 4 | 3 | 113 MB | Download |
kron_g500-logn16 | 66K | 2M | 18K | 74 | -0.18 | 356M | 5K | 2M | 0.26 | 0.11 | 433 | 136 | 8 MB | Download |
kron_g500-logn17 | 131K | 5M | 30K | 78 | -0.16 | 863M | 7K | 4M | 0.22 | 0.09 | 552 | 155 | 17 MB | Download |
kron_g500-logn18 | 262K | 11M | 49K | 80 | -0.25 | 2B | 8K | 8M | 0.19 | 0.07 | 696 | 178 | 36 MB | Download |
kron_g500-logn19 | 524K | 22M | 81K | 83 | -0.19 | 5B | 9K | 15M | 0.16 | 0.06 | 936 | 206 | 77 MB | Download |
kron_g500-logn20 | 1M | 45M | 132K | 85 | -0.51 | 11B | 11K | 30M | 0.13 | 0.05 | 1K | 232 | 164 MB | Download |
kron_g500-logn21 | 2M | 91M | 214K | 86 | -0.30 | 26B | 13K | 59M | 0.11 | 0.04 | 2K | 259 | 350 MB | Download |
m14b | 215K | 2M | 40 | 15 | 0.16 | 10M | 48 | 125 | 0.42 | 0.40 | 10 | 7 | 5 MB | Download |
packing-500x100x100-b050 | 2M | 17M | 18 | 16 | 0.60 | 111M | 51 | 60 | 0.41 | 0.40 | 10 | 4 | 42 MB | Download |
polblogs | 1K | 19K | 467 | 25 | -0.20 | 459K | 308 | 9K | 0.31 | 0.25 | 44 | 19 | 50 KB | Download |
rgg_n_2_15_s0 | 33K | 160K | 24 | 9 | 0.58 | 923K | 28 | 154 | 0.59 | 0.59 | 13 | 10 | 428 KB | Download |
rgg_n_2_16_s0 | 66K | 342K | 27 | 10 | 0.59 | 2M | 32 | 202 | 0.59 | 0.59 | 14 | 14 | 942 KB | Download |
rgg_n_2_17_s0 | 131K | 729K | 28 | 11 | 0.59 | 5M | 36 | 216 | 0.59 | 0.59 | 15 | 10 | 2 MB | Download |
rgg_n_2_18_s0 | 262K | 2M | 31 | 11 | 0.59 | 11M | 40 | 282 | 0.59 | 0.59 | 16 | 15 | 4 MB | Download |
rgg_n_2_19_s0 | 524K | 3M | 30 | 12 | 0.59 | 24M | 45 | 264 | 0.59 | 0.59 | 18 | 15 | 10 MB | Download |
rgg_n_2_20_s0 | 1M | 7M | 36 | 13 | 0.59 | 53M | 50 | 388 | 0.59 | 0.59 | 18 | 14 | 21 MB | Download |
rgg_n_2_21_s0 | 2M | 14M | 37 | 13 | 0.59 | 118M | 56 | 385 | 0.59 | 0.59 | 19 | 9 | 46 MB | Download |
rgg_n_2_22_s0 | 4M | 30M | 36 | 14 | 0.59 | 258M | 61 | 425 | 0.59 | 0.59 | 20 | 18 | 100 MB | Download |
rgg_n_2_23_s0 | 8M | 64M | 40 | 15 | 0.59 | 564M | 67 | 505 | 0.59 | 0.59 | 21 | 15 | 215 MB | Download |
rgg_n_2_24_s0 | 17M | 133M | 40 | 15 | 0.59 | 1B | 73 | 496 | 0.59 | 0.59 | 21 | 21 | 467 MB | Download |
soc-Epinions1 | 76K | 509K | 3K | 13 | -0.01 | 9M | 120 | 79K | 0.16 | 0.08 | 92 | 11 | 1 MB | Download |
t60k | 60K | 89K | 3 | 2 | 0.16 | - | - | - | - | - | 3 | 2 | 352 KB | Download |
tech-caidaRouterLevel | 192K | 609K | 1K | 6 | 0.02 | 1M | 7 | 6K | 0.16 | 0.06 | 33 | 16 | 2 MB | Download |
venturiLevel3 | 4M | 8M | 6 | 4 | 0.44 | 82K | - | 2 | 0.00 | 0.00 | 4 | 3 | 25 MB | Download |
wing | 62K | 122K | 4 | 3 | 0.36 | 20K | - | 2 | 0.06 | 0.06 | 4 | 3 | 529 KB | Download |
wing_nodal | 11K | 75K | 28 | 13 | 0.22 | 402K | 36 | 81 | 0.42 | 0.40 | 9 | 6 | 257 KB | 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}
}