Showing only entries with tags:
Spatial
Tip: click on a column header to sort the list, or hover over it for a description.
Tip: click on a column header to sort the list, or hover over it for a description.
Column legend
- $\left<k\right>$
- Mean degree
- $\sigma_k$
- Standard deviation of the degrees
- $\lambda_h$
- Largest eigenvalue of the Hashimoto (non-backtracking) matrix
- $\tau$
- Random walk mixing time
- $r$
- Degree assortativity
- $c$
- Global clustering coefficient
- $\oslash$
- (Pseudo-) diameter
- $S$
- Relative size of the largest component
- $n$
- Number of networks
| Name | Title | Nodes | Edges | $\left<k\right>$ | $\sigma_k$ | $\lambda_h$ | $\tau$ | $r$ | $c$ | $\oslash$ | $S$ | Kind | Mode | $n$ | Added | Tags |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| celegans_ |
C. elegans neurons with spatial positions (2006) | 277 | 2,105 | 7.60 | 12.01 | 21.59 | 6.11 | -0.04 | 0.22 | 6 | 1.00 | Directed | Unipartite | 1 | 2026-10-25 | Biological Connectome Unweighted Spatial Metadata |
| chicago_ |
Chicago road network | 12,982 | 39,018 | 3.01 | 2.37 | 3.06 | 7577.38 | -0.00 | 0.04 | 106 | 1.00 | Directed | Unipartite | 1 | 2020-08-11 | Transportation Roads Weighted Metadata Spatial |
| chilean_ |
Central Chilean power grid (2016) | 347 | 444 | 2.56 | 1.97 | 2.82 | 380.57 | -0.08 | 0.09 | 23 | 1.00 | Undirected | Unipartite | 3 | 2026-10-25 | Technological Power grid Weighted Spatial Metadata Timestamps |
| cptond_ |
Bus and metro networks of Chinese cities (CPTOND-2025) | 17,058 | 41,912 | 2.46 | 2.85 | 7.10 | 4771.73 | 0.20 | 0.11 | 106 | 0.99 | Directed | Unipartite | 396 | 2026-10-27 | Transportation Public Transport Spatial Weighted Metadata |
| foursquare_ |
Foursquare check-ins in New York and Tokyo (2012-2013) | 64,151 | 573,703 | 17.89 | 111.42 | 96.53 | 35.91 | -0.02 | 0.00 | 8 | 1.00 | Undirected | Bipartite | 2 | 2026-10-25 | Social Online Unweighted Metadata Timestamps Multigraph Spatial |
| fullerene_ |
Fullerene molecular structures (2017) | 6,000 | 9,000 | 3.00 | 0.00 | 2.00 | 1241.32 | nan | 0.00 | 99 | 1.00 | Undirected | Unipartite | 15 | 2020-08-11 | Chemical Unweighted Spatial |
| fungal_ |
Fungal and slime mould networks (2016) | 2,741 | 2,971 | 2.17 | 1.36 | 2.27 | 3752.54 | -0.15 | 0.03 | 57 | 1.00 | Undirected | Unipartite | 270 | 2026-10-25 | Biological Weighted Spatial |
| gb_ |
Great Britain public transport networks (2011) | 16,259 | 18,295 | 2.25 | 0.70 | 4.34 | 15895.56 | 0.19 | 0.02 | 249 | 1.00 | Undirected | Unipartite | 6 | 2026-10-25 | Transportation Public Transport Spatial Unweighted Metadata |
| german_ |
German highway system (2002) | 1,168 | 1,243 | 2.13 | 0.92 | 2.04 | 694.36 | 0.03 | 0.00 | 62 | 1.00 | Undirected | Unipartite | 1 | 2026-10-25 | Transportation Roads Unweighted Spatial |
| german_ |
German high-voltage transmission grid (2014) | 231 | 304 | 2.63 | 1.55 | 2.42 | 139.70 | -0.20 | 0.08 | 22 | 1.00 | Undirected | Unipartite | 5 | 2026-10-25 | Technological Power grid Weighted Spatial Metadata |
| gridkit | GridKit high-voltage grids of Europe and North America (2016) | 16,174 | 22,459 | 2.78 | 1.55 | 3.63 | 36239.29 | 0.18 | 0.08 | 138 | 0.93 | Undirected | Unipartite | 3 | 2026-10-27 | Technological Power grid Spatial Weighted Multigraph Metadata |
| kujala_ |
Public transport networks of 27 cities (2014-2017) | 24,261 | 335,841 | 27.69 | 14.53 | 81.46 | 59227.14 | 0.82 | 0.63 | 144 | 0.85 | Undirected | Unipartite | 169 | 2026-10-27 | Transportation Public Transport Spatial Multilayer Weighted Multigraph Timestamps Metadata |
| macaque_ |
Macaque cortical connectivity with spatial positions (95 areas) | 94 | 2,390 | 25.43 | 25.57 | 38.27 | 6.64 | -0.10 | 0.75 | 4 | 1.00 | Directed | Unipartite | 1 | 2026-10-25 | Biological Connectome Unweighted Spatial Metadata |
| mouse_ |
Mouse retina inner plexiform layer contacts (2013) | 1,123 | 577,350 | 1028.23 | 1104.40 | 254.97 | 3.18 | 0.02 | 0.61 | 4 | 0.96 | Undirected | Unipartite | 1 | 2026-10-25 | Biological Connectome Weighted Multigraph Spatial Metadata |
| national_ |
National public transport networks (2026) | 439,081 | 805,836 | 1.84 | 2.54 | 15.92 | 54546.88 | 0.34 | 0.14 | 206 | 0.99 | Directed | Unipartite | 9 | 2026-10-31 | Transportation Public Transport Spatial Multilayer Weighted Multigraph Metadata |
| new_ |
Travel routes in 18th century New Spain | 230 | 245 | 2.13 | 0.98 | 1.74 | 853.58 | -0.22 | 0.08 | 35 | 0.97 | Undirected | Unipartite | 1 | 2026-10-25 | Transportation Roads Weighted Spatial |
| pypsa_ |
European high-voltage grid from OpenStreetMap (PyPSA-Eur, 2024-2026) | 6,863 | 10,146 | 2.96 | 1.72 | 2.89 | 7770.77 | 0.14 | 0.04 | 89 | 1.00 | Undirected | Unipartite | 7 | 2026-10-27 | Technological Power grid Spatial Weighted Multigraph Metadata |
| railway_ |
Italian and Chinese railway networks with delays (2020-2024) | 2,415 | 8,556 | 7.09 | 7.24 | 20.67 | 310.62 | 0.19 | 0.29 | 16 | 0.98 | Undirected | Unipartite | 2 | 2026-10-26 | Transportation Spatial Unweighted Metadata |
| roman_ |
Roads of the Roman Empire (Itiner-e, 2024) | 10,406 | 14,769 | 2.84 | 0.84 | 2.84 | 109221.01 | 0.13 | 0.08 | 316 | 0.87 | Undirected | Unipartite | 1 | 2026-10-27 | Transportation Roads Spatial Weighted Multigraph Metadata |
| rome_ |
Rome road network (1999) | 3,353 | 8,870 | 2.65 | 1.82 | 2.55 | 1123.30 | 0.21 | 0.03 | 54 | 1.00 | Directed | Unipartite | 1 | 2026-10-25 | Transportation Roads Weighted Spatial |
| russian_ |
Medieval Russian river trade network (1978) | 39 | 53 | 2.72 | 1.11 | 2.20 | 19.18 | 0.14 | 0.05 | 8 | 1.00 | Undirected | Unipartite | 1 | 2026-10-25 | Economic Trade Unweighted Spatial |
| scigrid_ |
European gas transmission network (SciGRID_gas IGGIELGN, 2021) | 4,804 | 6,263 | 2.61 | 1.66 | 3.71 | 9481.84 | 0.21 | 0.06 | 131 | 1.00 | Undirected | Unipartite | 3 | 2026-10-27 | Technological Spatial Weighted Multigraph Metadata |
| social_ |
Location-based social networks | 196,591 | 1,900,654 | 19.34 | 107.16 | 159.86 | 160.56 | -0.03 | 0.02 | 16 | 1.00 | Undirected | Unipartite | 2 | 2020-08-11 | Social Online Spatial |
| swissrailnet | Swiss railway network, four representations (2025) | 1,626 | 37,945 | 23.34 | 38.67 | 49.76 | 67.09 | 0.11 | 0.54 | 7 | 0.98 | Directed | Unipartite | 5 | 2026-10-27 | Transportation Public Transport Spatial Weighted Multigraph Timestamps Metadata |
| tntp | Transportation Networks for Research road networks (1975-2016) | 33,113 | 75,379 | 2.28 | 1.60 | 2.27 | 55894.99 | -0.14 | 0.01 | 239 | 1.00 | Directed | Unipartite | 23 | 2026-10-25 | Transportation Roads Weighted Metadata Spatial |
| uk_ |
Prisoner transfers in England and Wales (2010-2011) | 107 | 1,644 | 15.36 | 17.93 | 30.82 | 4.42 | 0.11 | 0.49 | 4 | 0.93 | Directed | Unipartite | 1 | 2026-10-25 | Social Offline Travel Spatial Weighted Metadata |
| us_ |
North American Rail Network (2026) | 250,204 | 302,774 | 2.42 | 0.86 | 2.63 | 1510441.65 | -0.01 | 0.06 | 1,658 | 1.00 | Undirected | Unipartite | 1 | 2026-10-31 | Transportation Rail Spatial Weighted Multigraph Metadata |
| us_ |
United States roads (2000, 2008–2026) | 24,412,259 | 29,653,988 | 2.43 | 0.95 | 3.31 | 6863045.84 | 0.11 | 0.03 | 8,440 | 0.98 | Undirected | Unipartite | 71 | 2020-08-11 | Transportation Roads Spatial Unweighted |
| us_ |
US electric power transmission lines (HIFLD, 2024) | 81,291 | 94,619 | 2.33 | 2.15 | 4.40 | 2182.49 | 0.11 | 0.03 | 48 | 0.81 | Undirected | Unipartite | 2 | 2026-10-31 | Technological Power grid Spatial Weighted Multigraph Metadata |
| viabundus | Viabundus premodern northern European road and waterway network (1350-1650) | 18,840 | 22,613 | 2.40 | 0.80 | 2.67 | 70353.46 | 0.11 | 0.04 | 364 | 0.98 | Undirected | Unipartite | 5 | 2026-10-31 | Transportation Roads Spatial Weighted Metadata |
| water_ |
Water distribution networks (Exeter benchmarks) | 12,527 | 14,831 | 1.18 | 0.78 | 2.07 | 107248.72 | 0.18 | 0.02 | 297 | 1.00 | Directed | Unipartite | 19 | 2026-10-25 | Technological Weighted Spatial Metadata |
| world_ |
World city network of global service firms (2000) | 415 | 7,518 | 36.23 | 38.45 | 61.33 | 1.23 | -0.50 | 0.00 | 4 | 1.00 | Undirected | Bipartite | 1 | 2026-10-25 | Economic Commerce Weighted Spatial Metadata |
| yelp_ |
Yelp users and restaurants (AllSet, 2021) | 730,060 | 4,523,594 | 12.39 | 52.54 | 127.97 | 37.35 | -0.14 | 0.00 | 10 | 1.00 | Undirected | Bipartite | 1 | 2026-10-25 | Online Commerce Unweighted Metadata Spatial |