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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
bio-CE-CX | 15K | 246K | 375 | 32 | 0.34 | 7M | 442 | 14K | 0.21 | 0.29 | 79 | 43 | 3 MB | Download |
bio-CE-GN | 2K | 54K | 242 | 48 | 0.07 | 686K | 308 | 3K | 0.18 | 0.14 | 49 | 16 | 512 KB | Download |
bio-CE-GT | 924 | 3K | 151 | 7 | -0.18 | 12K | 12 | 684 | 0.61 | 0.13 | 10 | 8 | 30 KB | Download |
bio-CE-HT | 3K | 3K | 44 | 2 | -0.30 | 87 | - | 4 | 0.01 | 0.01 | 4 | 4 | 19 KB | Download |
bio-CE-LC | 1K | 2K | 131 | 2 | -0.17 | 699 | - | 31 | 0.08 | 0.04 | 7 | 7 | 10 KB | Download |
bio-CE-PG | 2K | 48K | 913 | 51 | -0.15 | 2M | 1K | 30K | 0.42 | 0.32 | 81 | 28 | 500 KB | Download |
bio-DM-CX | 4K | 77K | 362 | 37 | 0.29 | 2M | 544 | 15K | 0.27 | 0.31 | 72 | 32 | 785 KB | Download |
bio-DM-HT | 3K | 5K | 37 | 3 | -0.09 | 354 | - | 59 | 0.01 | 0.01 | 12 | 3 | 46 KB | Download |
bio-DM-LC | 658 | 1K | 50 | 3 | -0.12 | 603 | - | 71 | 0.10 | 0.06 | 11 | 4 | 5 KB | Download |
bio-DR-CX | 3K | 85K | 497 | 51 | 0.34 | 3M | 936 | 17K | 0.20 | 0.29 | 96 | 19 | 905 KB | Download |
bio-HS-CX | 4K | 109K | 473 | 49 | 0.25 | 4M | 913 | 20K | 0.28 | 0.30 | 99 | 18 | 1 MB | Download |
bio-HS-HT | 3K | 14K | 149 | 10 | 0.29 | 147K | 57 | 2K | 0.17 | 0.31 | 40 | 38 | 91 KB | Download |
bio-HS-LC | 4K | 39K | 397 | 18 | 0.06 | 695K | 164 | 7K | 0.20 | 0.23 | 67 | 58 | 372 KB | Download |
bio-MUTAG-g1 | 23 | 54 | 3 | 2.35 | -0.03 | - | - | - | - | - | 2 | 3 | 300 B | Download |
bio-SC-CC | 2K | 35K | 571 | 31 | -0.15 | 596K | 267 | 7K | 0.41 | 0.19 | 69 | 10 | 330 KB | Download |
bio-SC-GT | 2K | 34K | 549 | 39 | 0.06 | 1M | 645 | 8K | 0.35 | 0.35 | 61 | 39 | 332 KB | Download |
bio-SC-HT | 2K | 63K | 472 | 60 | 0.13 | 4M | 2K | 28K | 0.35 | 0.38 | 101 | 62 | 537 KB | Download |
bio-SC-LC | 2K | 20K | 167 | 20 | 0.19 | 228K | 113 | 3K | 0.17 | 0.22 | 49 | 29 | 182 KB | Download |
bio-SC-TS | 636 | 4K | 66 | 12 | 0.92 | 153K | 240 | 2K | 0.47 | 0.91 | 67 | 67 | 26 KB | Download |
bio-WormNet-v3-benchmark | 2K | 79K | 347 | 64 | 0.31 | 6M | 2K | 18K | 0.84 | 0.72 | 126 | 126 | 191 KB | Download |
bio-WormNet-v3 | 16K | 763K | 1K | 93 | 0.32 | 46M | 3K | 87K | 0.19 | 0.20 | 165 | 35 | 4 MB | Download |
bio-celegans-dir | 453 | 5K | 634 | 20 | -0.07 | 245K | 541 | 27K | 3.26 | 0.35 | 115 | 9 | 10 KB | Download |
bio-celegans | 453 | 2K | 237 | 8 | -0.23 | 10K | 21 | 870 | 0.65 | 0.12 | 11 | 9 | 7 KB | Download |
bio-diseasome | 516 | 1K | 50 | 4 | 0.07 | 4K | 7 | 152 | 0.64 | 0.43 | 11 | 11 | 5 KB | Download |
bio-dmela | 7K | 26K | 190 | 6 | -0.05 | 9K | 1 | 225 | 0.01 | 0.01 | 12 | 7 | 85 KB | Download |
bio-grid-fission-yeast | 2K | 25K | 878 | 24 | -0.10 | 561K | 276 | 9K | 0.19 | 0.19 | 69 | 10 | 67 KB | Download |
bio-grid-fruitfly | 7K | 50K | 352 | 13 | -0.04 | 61K | 8 | 1K | 0.02 | 0.03 | 25 | 7 | 158 KB | Download |
bio-grid-human | 9K | 62K | 616 | 13 | -0.07 | 206K | 21 | 2K | 0.09 | 0.06 | 25 | 9 | 194 KB | Download |
bio-grid-mouse | 1K | 3K | 222 | 4 | -0.15 | 1K | - | 100 | 0.03 | 0.02 | 13 | 7 | 10 KB | Download |
bio-grid-plant | 2K | 6K | 142 | 7 | 0.06 | 30K | 17 | 1K | 0.12 | 0.23 | 25 | 9 | 18 KB | Download |
bio-grid-worm | 4K | 13K | 1K | 7 | -0.17 | 25K | 7 | 2K | 0.04 | 0.02 | 21 | 7 | 38 KB | Download |
bio-grid-yeast | 6K | 314K | 5K | 104 | -0.08 | 11M | 2K | 145K | 0.16 | 0.10 | 129 | 11 | 834 KB | Download |
bio-human-gene1 | 22K | 12M | 8K | 1K | 0.14 | 20B | 934K | 9M | 0.62 | 0.57 | 2K | 1K | 138 MB | Download |
bio-human-gene2 | 14K | 9M | 7K | 1K | 0.08 | 15B | 105M | 7M | 0.65 | 0.59 | 2K | 1K | 59 MB | Download |
bio-mouse-gene | 43K | 14M | 8K | 670 | 0.00 | 11B | 252K | 4M | 0.51 | 0.42 | 1K | 418 | 155 MB | Download |
bio-yeast-protein-inter | 2K | 4K | 112 | 4 | -0.16 | 3K | 1 | 72 | 0.05 | 0.05 | 11 | 6 | 17 KB | Download |
bio-yeast | 1K | 2K | 56 | 2 | -0.21 | 618 | - | 18 | 0.07 | 0.05 | 6 | 6 | 8 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}
}