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The networks in this dataset can be loaded directly from graph-tool with:(and likewise for the other networks available.)import graph_tool.all as gt g = gt.collection.ns["us_agencies/alabama"]
50 networks, one for each U.S. state, representing the web-based links between their associated government agencies websites. A node is an entire agency website and a directed edge (i,j) represents the existence of a hyperlink from any webpage in website i to some webpage in website j. Data was collected with a crawler. Nodes are annotated with the number of webpages per website, website name (related to its government function) and URL, and year the website was indexed by the Internet Archive (proxy for birthday). Edges are weighted by the number of hyperlinks between a pair of websites.1
Name | Nodes | Edges | $\left<k\right>$ | $\sigma_k$ | $\lambda_h$ | $\tau$ | $r$ | $c$ | $\oslash$ | $S$ | Kind | Mode | NPs | EPs | gt | GraphML | GML | csv |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
alabama | 1,281 | 5,479 | 4.28 | 21.13 | 28.87 | 23.79 | -0.25 | 0.08 | 8 | 0.87 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 83 KiB | 106 KiB | 85 KiB | 87 KiB |
alaska | 557 | 7,584 | 13.62 | 44.89 | 64.34 | 4.76 | -0.29 | 0.31 | 5 | 0.93 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 60 KiB | 85 KiB | 73 KiB | 65 KiB |
arizona | 382 | 2,750 | 7.20 | 23.50 | 31.98 | 3.08 | -0.26 | 0.23 | 5 | 0.91 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 32 KiB | 40 KiB | 33 KiB | 31 KiB |
arkansas | 561 | 2,949 | 5.26 | 24.88 | 29.38 | 3.51 | -0.28 | 0.11 | 6 | 0.92 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 42 KiB | 53 KiB | 45 KiB | 42 KiB |
california | 4,292 | 50,898 | 11.86 | 55.29 | 116.42 | 32.40 | -0.12 | 0.33 | 8 | 0.83 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 348 KiB | 542 KiB | 486 KiB | 449 KiB |
colorado | 1,095 | 9,271 | 8.47 | 36.14 | 70.03 | 33.04 | -0.17 | 0.24 | 8 | 0.71 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 90 KiB | 122 KiB | 104 KiB | 97 KiB |
connecticut | 685 | 3,201 | 4.67 | 27.28 | 30.19 | 8.43 | -0.19 | 0.08 | 6 | 0.88 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 48 KiB | 58 KiB | 46 KiB | 47 KiB |
delaware | 446 | 4,920 | 11.03 | 38.49 | 59.07 | 7.74 | -0.32 | 0.33 | 6 | 0.94 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 41 KiB | 58 KiB | 46 KiB | 45 KiB |
florida | 2,263 | 29,815 | 13.17 | 56.84 | 117.82 | 29.57 | -0.18 | 0.32 | 7 | 0.89 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 180 KiB | 300 KiB | 265 KiB | 245 KiB |
georgia | 1,092 | 7,881 | 7.22 | 31.93 | 43.50 | 11.24 | -0.17 | 0.12 | 7 | 0.91 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 87 KiB | 110 KiB | 96 KiB | 88 KiB |
hawaii | 234 | 637 | 2.72 | 12.42 | 18.23 | 11.99 | -0.39 | 0.34 | 8 | 0.68 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 15 KiB | 18 KiB | 15 KiB | 14 KiB |
idaho | 1,109 | 8,916 | 8.04 | 38.21 | 51.64 | 29.42 | -0.16 | 0.37 | 6 | 0.84 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 82 KiB | 114 KiB | 99 KiB | 93 KiB |
illinois | 1,133 | 8,161 | 7.20 | 30.32 | 47.54 | 4.67 | -0.26 | 0.12 | 6 | 0.90 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 88 KiB | 114 KiB | 98 KiB | 91 KiB |
indiana | 1,385 | 7,439 | 5.37 | 33.07 | 49.93 | 47.70 | -0.19 | 0.12 | 6 | 0.73 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 96 KiB | 126 KiB | 108 KiB | 104 KiB |
iowa | 541 | 3,129 | 5.78 | 23.12 | 34.89 | 5.74 | -0.23 | 0.20 | 7 | 0.83 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 43 KiB | 54 KiB | 44 KiB | 42 KiB |
kansas | 675 | 4,583 | 6.79 | 27.80 | 41.41 | 3.78 | -0.21 | 0.20 | 6 | 0.80 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 53 KiB | 66 KiB | 58 KiB | 53 KiB |
kentucky | 1,049 | 7,918 | 7.55 | 35.26 | 49.06 | 9.81 | -0.26 | 0.13 | 5 | 0.92 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 85 KiB | 111 KiB | 97 KiB | 91 KiB |
louisiana | 715 | 3,201 | 4.48 | 17.06 | 32.24 | 3.44 | -0.18 | 0.25 | 6 | 0.57 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 47 KiB | 60 KiB | 49 KiB | 50 KiB |
maine | 547 | 4,501 | 8.23 | 29.47 | 40.47 | 6.50 | -0.21 | 0.19 | 7 | 0.91 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 46 KiB | 61 KiB | 49 KiB | 48 KiB |
maryland | 564 | 4,525 | 8.02 | 23.79 | 39.97 | 4.48 | -0.13 | 0.24 | 5 | 0.90 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 48 KiB | 61 KiB | 52 KiB | 48 KiB |
massachusetts | 1,466 | 14,609 | 9.97 | 41.77 | 61.51 | 73.05 | -0.23 | 0.23 | 6 | 0.93 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 130 KiB | 180 KiB | 155 KiB | 144 KiB |
michigan | 1,796 | 50,734 | 28.25 | 141.11 | 220.87 | 27.32 | -0.57 | 0.21 | 5 | 0.90 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 164 KiB | 347 KiB | 319 KiB | 265 KiB |
minnesota | 1,527 | 13,132 | 8.60 | 35.48 | 59.65 | 13.12 | -0.19 | 0.28 | 7 | 0.91 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 121 KiB | 168 KiB | 149 KiB | 136 KiB |
mississippi | 408 | 1,896 | 4.65 | 17.85 | 25.33 | 3.71 | -0.26 | 0.16 | 5 | 0.87 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 29 KiB | 35 KiB | 31 KiB | 28 KiB |
missouri | 1,161 | 9,977 | 8.59 | 38.03 | 59.29 | 5.91 | -0.25 | 0.22 | 5 | 0.89 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 89 KiB | 124 KiB | 110 KiB | 101 KiB |
montana | 243 | 1,175 | 4.84 | 18.55 | 25.56 | 5.00 | -0.31 | 0.34 | 7 | 0.73 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 19 KiB | 23 KiB | 20 KiB | 18 KiB |
nebraska | 550 | 2,783 | 5.06 | 18.45 | 28.60 | 5.52 | -0.27 | 0.15 | 7 | 0.91 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 39 KiB | 48 KiB | 43 KiB | 38 KiB |
nevada | 388 | 4,644 | 11.97 | 35.62 | 47.95 | 2.02 | -0.20 | 0.26 | 5 | 0.95 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 40 KiB | 54 KiB | 44 KiB | 41 KiB |
newhampshire | 675 | 5,050 | 7.48 | 35.26 | 42.94 | 3.77 | -0.21 | 0.12 | 6 | 0.95 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 56 KiB | 72 KiB | 64 KiB | 56 KiB |
newjersey | 1,606 | 10,470 | 6.52 | 47.02 | 53.22 | 4.94 | -0.18 | 0.07 | 6 | 0.90 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 121 KiB | 158 KiB | 139 KiB | 129 KiB |
newmexico | 411 | 2,946 | 7.17 | 20.38 | 32.92 | 4.25 | -0.17 | 0.24 | 6 | 0.88 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 34 KiB | 44 KiB | 38 KiB | 34 KiB |
newyork | 2,452 | 17,736 | 7.23 | 34.85 | 61.67 | 54.49 | -0.18 | 0.15 | 7 | 0.88 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 180 KiB | 246 KiB | 224 KiB | 204 KiB |
northcarolina | 974 | 9,194 | 9.44 | 33.49 | 56.47 | 2.98 | -0.21 | 0.19 | 5 | 0.94 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 84 KiB | 111 KiB | 96 KiB | 87 KiB |
northdakota | 515 | 3,607 | 7.00 | 31.04 | 38.33 | 2.79 | -0.28 | 0.17 | 5 | 0.94 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 41 KiB | 53 KiB | 46 KiB | 41 KiB |
ohio | 1,153 | 8,771 | 7.61 | 38.85 | 49.31 | 3.27 | -0.18 | 0.11 | 6 | 0.92 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 90 KiB | 117 KiB | 104 KiB | 94 KiB |
oklahoma | 736 | 4,278 | 5.81 | 28.92 | 36.43 | 3.92 | -0.18 | 0.13 | 5 | 0.87 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 55 KiB | 69 KiB | 60 KiB | 55 KiB |
oregon | 522 | 3,637 | 6.97 | 25.80 | 35.35 | 3.77 | -0.24 | 0.20 | 6 | 0.90 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 42 KiB | 53 KiB | 45 KiB | 42 KiB |
pennsylvania | 1,317 | 4,913 | 3.73 | 19.05 | 32.05 | 16.95 | -0.13 | 0.11 | 8 | 0.81 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 81 KiB | 103 KiB | 90 KiB | 86 KiB |
rhodeisland | 294 | 2,141 | 7.28 | 24.46 | 29.97 | 3.87 | -0.24 | 0.21 | 5 | 0.89 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 25 KiB | 31 KiB | 26 KiB | 24 KiB |
southcarolina | 1,530 | 16,399 | 10.72 | 51.84 | 73.24 | 35.29 | -0.13 | 0.41 | 5 | 0.88 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 113 KiB | 175 KiB | 160 KiB | 142 KiB |
southdakota | 403 | 1,397 | 3.47 | 16.89 | 21.13 | 3.95 | -0.22 | 0.13 | 6 | 0.85 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 26 KiB | 32 KiB | 26 KiB | 25 KiB |
tennessee | 363 | 2,128 | 5.86 | 23.92 | 31.57 | 5.96 | -0.23 | 0.21 | 6 | 0.86 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 30 KiB | 37 KiB | 32 KiB | 29 KiB |
texas | 1,079 | 11,238 | 10.42 | 38.47 | 63.18 | 49.52 | -0.21 | 0.21 | 6 | 0.85 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 99 KiB | 133 KiB | 116 KiB | 106 KiB |
utah | 1,158 | 5,038 | 4.35 | 23.04 | 35.04 | 8.02 | -0.21 | 0.11 | 7 | 0.84 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 77 KiB | 96 KiB | 84 KiB | 78 KiB |
vermont | 469 | 2,675 | 5.70 | 24.01 | 31.82 | 7.00 | -0.26 | 0.22 | 5 | 0.91 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 38 KiB | 47 KiB | 41 KiB | 37 KiB |
virginia | 560 | 6,460 | 11.54 | 33.87 | 52.28 | 10.74 | -0.16 | 0.25 | 6 | 0.96 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 53 KiB | 72 KiB | 63 KiB | 56 KiB |
washington | 999 | 11,825 | 11.84 | 48.44 | 68.16 | 7.26 | -0.26 | 0.21 | 5 | 0.92 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 97 KiB | 131 KiB | 114 KiB | 103 KiB |
westvirginia | 579 | 2,562 | 4.42 | 19.15 | 27.56 | 5.98 | -0.28 | 0.13 | 5 | 0.84 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 39 KiB | 48 KiB | 41 KiB | 39 KiB |
wisconsin | 1,371 | 11,737 | 8.56 | 39.93 | 60.71 | 6.44 | -0.25 | 0.15 | 6 | 0.93 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 112 KiB | 151 KiB | 133 KiB | 120 KiB |
wyoming | 318 | 3,020 | 9.50 | 28.72 | 39.58 | 9.95 | -0.08 | 0.62 | 6 | 0.90 | Directed | Unipartite | vid url name year pages traffic | link_counts rel_link_counts | 28 KiB | 37 KiB | 32 KiB | 29 KiB |
aggregate | 42,951 | 506,873 | 11.80 | 57.04 | 230.06 | 81.90 | -0.10 | 0.20 | 10 | 1.00 | Directed | Unipartite | vid | link_counts rel_link_counts | 2.3 MiB | 4.4 MiB | 4.0 MiB | 3.6 MiB |