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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_congress/H93"]
Two temporal networks of bill co-sponsorship tendencies among US Congresspeople, from 1973 (93rd Congress) to 2016 (114th Congress). Edges are signed, indicating the presence of a significant tendency to co-sponsor, or tendency to not co-sponsor, bills. Two networks per year, one for each chamber (House, Senate). Each file contains the signed network for a chamber of congress (H = House, S = Senate) in one session (e.g. 93 = 93rd session of congress).1
Name | Nodes | Edges | $\left<k\right>$ | $\sigma_k$ | $\lambda_h$ | $\tau$ | $r$ | $c$ | $\oslash$ | $S$ | Kind | Mode | NPs | EPs | gt | GraphML | GML | csv |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
H93 | 446 | 18,083 | 81.09 | 59.01 | 109.19 | 0.98 | -0.31 | 0.29 | 3 | 1.00 | Undirected | Unipartite | name | weight | 25 KiB | 71 KiB | 64 KiB | 53 KiB |
H94 | 445 | 19,503 | 87.65 | 61.17 | 116.53 | 0.97 | -0.30 | 0.31 | 2 | 1.00 | Undirected | Unipartite | name | weight | 26 KiB | 79 KiB | 67 KiB | 56 KiB |
H95 | 444 | 21,133 | 95.19 | 57.26 | 120.90 | 0.85 | -0.24 | 0.33 | 3 | 1.00 | Undirected | Unipartite | name | weight | 28 KiB | 85 KiB | 72 KiB | 60 KiB |
H96 | 442 | 51,081 | 231.14 | 75.69 | 251.31 | 0.62 | -0.19 | 0.59 | 2 | 1.00 | Undirected | Unipartite | name | weight | 35 KiB | 169 KiB | 166 KiB | 132 KiB |
H97 | 447 | 49,364 | 220.87 | 76.67 | 241.93 | 0.81 | -0.21 | 0.57 | 2 | 1.00 | Undirected | Unipartite | name | weight | 35 KiB | 178 KiB | 160 KiB | 128 KiB |
H98 | 444 | 48,721 | 219.46 | 68.71 | 236.90 | 0.86 | -0.17 | 0.57 | 2 | 1.00 | Undirected | Unipartite | name | weight | 36 KiB | 165 KiB | 132 KiB | 127 KiB |
H99 | 443 | 49,764 | 224.67 | 65.88 | 240.25 | 0.81 | -0.17 | 0.57 | 2 | 1.00 | Undirected | Unipartite | name | weight | 36 KiB | 163 KiB | 136 KiB | 130 KiB |
H100 | 446 | 50,688 | 227.30 | 65.71 | 242.95 | 0.78 | -0.15 | 0.57 | 2 | 1.00 | Undirected | Unipartite | name | weight | 37 KiB | 174 KiB | 143 KiB | 132 KiB |
H101 | 449 | 56,231 | 250.47 | 61.42 | 262.98 | 0.79 | -0.12 | 0.62 | 2 | 1.00 | Undirected | Unipartite | name | weight | 38 KiB | 194 KiB | 159 KiB | 146 KiB |
H102 | 447 | 58,067 | 259.81 | 64.22 | 272.82 | 0.77 | -0.14 | 0.64 | 2 | 1.00 | Undirected | Unipartite | name | weight | 37 KiB | 188 KiB | 154 KiB | 152 KiB |
H103 | 446 | 59,092 | 264.99 | 61.79 | 277.82 | 0.80 | -0.07 | 0.65 | 2 | 1.00 | Undirected | Unipartite | name | weight | 37 KiB | 202 KiB | 164 KiB | 155 KiB |
H104 | 445 | 62,154 | 279.34 | 69.79 | 295.72 | 0.64 | -0.03 | 0.69 | 2 | 1.00 | Undirected | Unipartite | name | weight | 35 KiB | 213 KiB | 163 KiB | 163 KiB |
H105 | 449 | 66,701 | 297.11 | 69.81 | 312.73 | 0.63 | 0.00 | 0.73 | 2 | 1.00 | Undirected | Unipartite | name | weight | 36 KiB | 221 KiB | 171 KiB | 175 KiB |
H106 | 442 | 63,652 | 288.02 | 68.57 | 303.09 | 0.67 | -0.04 | 0.72 | 2 | 1.00 | Undirected | Unipartite | name | weight | 36 KiB | 217 KiB | 191 KiB | 167 KiB |
H107 | 447 | 63,851 | 285.69 | 68.30 | 300.81 | 0.66 | -0.04 | 0.70 | 2 | 1.00 | Undirected | Unipartite | name | weight | 37 KiB | 215 KiB | 196 KiB | 168 KiB |
H108 | 444 | 66,277 | 298.55 | 71.19 | 314.30 | 0.64 | -0.04 | 0.74 | 2 | 1.00 | Undirected | Unipartite | name | weight | 36 KiB | 227 KiB | 175 KiB | 174 KiB |
H109 | 445 | 66,700 | 299.78 | 71.09 | 315.21 | 0.63 | -0.06 | 0.74 | 2 | 1.00 | Undirected | Unipartite | name | weight | 35 KiB | 229 KiB | 175 KiB | 176 KiB |
H110 | 452 | 70,923 | 313.82 | 63.59 | 325.98 | 0.63 | 0.02 | 0.75 | 2 | 1.00 | Undirected | Unipartite | name | weight | 37 KiB | 235 KiB | 178 KiB | 186 KiB |
H111 | 451 | 70,160 | 311.13 | 66.62 | 324.16 | 0.64 | -0.04 | 0.75 | 2 | 1.00 | Undirected | Unipartite | name | weight | 36 KiB | 243 KiB | 184 KiB | 184 KiB |
H112 | 450 | 77,872 | 346.10 | 63.15 | 356.67 | 0.57 | -0.01 | 0.82 | 2 | 1.00 | Undirected | Unipartite | name | weight | 31 KiB | 258 KiB | 196 KiB | 204 KiB |
H113 | 447 | 75,771 | 339.02 | 60.79 | 349.01 | 0.58 | -0.00 | 0.81 | 2 | 1.00 | Undirected | Unipartite | name | weight | 32 KiB | 248 KiB | 194 KiB | 199 KiB |
H114 | 446 | 75,180 | 337.13 | 64.52 | 347.99 | 0.57 | -0.07 | 0.80 | 2 | 1.00 | Undirected | Unipartite | name | weight | 32 KiB | 259 KiB | 179 KiB | 196 KiB |
S93 | 101 | 2,439 | 48.30 | 17.12 | 52.89 | 0.74 | -0.11 | 0.58 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 9 KiB | 8 KiB |
S94 | 100 | 2,432 | 48.64 | 17.15 | 53.00 | 0.79 | -0.18 | 0.58 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 9 KiB | 8 KiB |
S95 | 104 | 2,336 | 44.92 | 17.30 | 49.66 | 0.79 | -0.17 | 0.53 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 9 KiB | 8 KiB |
S96 | 101 | 2,275 | 45.05 | 17.58 | 49.88 | 0.81 | -0.18 | 0.56 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 8 KiB | 7 KiB |
S97 | 101 | 2,073 | 41.05 | 15.07 | 44.78 | 0.97 | -0.14 | 0.48 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 9 KiB | 8 KiB | 7 KiB |
S98 | 101 | 2,194 | 43.45 | 14.55 | 46.75 | 0.86 | -0.13 | 0.51 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 8 KiB | 7 KiB |
S99 | 101 | 2,177 | 43.11 | 14.42 | 46.37 | 0.88 | -0.12 | 0.50 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 8 KiB | 7 KiB |
S100 | 101 | 2,143 | 42.44 | 15.19 | 45.99 | 0.97 | -0.20 | 0.50 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 8 KiB | 7 KiB |
S101 | 101 | 2,445 | 48.42 | 15.18 | 51.58 | 0.90 | -0.17 | 0.57 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 11 KiB | 9 KiB | 8 KiB |
S102 | 102 | 2,479 | 48.61 | 15.19 | 51.66 | 0.95 | -0.16 | 0.55 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 11 KiB | 9 KiB | 8 KiB |
S103 | 101 | 2,257 | 44.69 | 15.51 | 48.69 | 0.90 | -0.11 | 0.53 | 3 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 8 KiB | 7 KiB |
S104 | 102 | 2,324 | 45.57 | 17.43 | 51.06 | 0.81 | -0.06 | 0.56 | 3 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 9 KiB | 8 KiB |
S105 | 100 | 3,002 | 60.04 | 16.12 | 63.16 | 0.69 | -0.07 | 0.67 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 12 KiB | 10 KiB | 9 KiB |
S106 | 102 | 2,930 | 57.45 | 14.19 | 59.87 | 0.72 | -0.03 | 0.62 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 12 KiB | 10 KiB | 9 KiB |
S107 | 101 | 2,522 | 49.94 | 15.08 | 53.12 | 0.83 | -0.10 | 0.56 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 11 KiB | 9 KiB | 8 KiB |
S108 | 100 | 2,387 | 47.74 | 13.42 | 50.41 | 0.77 | -0.03 | 0.52 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 10 KiB | 9 KiB | 8 KiB |
S109 | 101 | 2,823 | 55.90 | 13.97 | 58.25 | 0.68 | -0.06 | 0.59 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 12 KiB | 10 KiB | 9 KiB |
S110 | 102 | 2,779 | 54.49 | 16.11 | 58.25 | 0.75 | -0.01 | 0.62 | 3 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 12 KiB | 10 KiB | 9 KiB |
S111 | 109 | 3,645 | 66.88 | 18.27 | 70.42 | 0.77 | -0.13 | 0.69 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 15 KiB | 13 KiB | 11 KiB |
S112 | 101 | 3,914 | 77.50 | 15.46 | 79.38 | 0.56 | -0.11 | 0.83 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 15 KiB | 13 KiB | 12 KiB |
S113 | 105 | 3,932 | 74.90 | 18.29 | 78.21 | 0.65 | -0.07 | 0.80 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 16 KiB | 13 KiB | 12 KiB |
S114 | 100 | 3,696 | 73.92 | 14.42 | 75.77 | 0.58 | 0.02 | 0.79 | 2 | 1.00 | Undirected | Unipartite | name | weight | 4 KiB | 15 KiB | 12 KiB | 11 KiB |