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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["sp_colocation/Thiers13"]
Network of colocations between peoople, based on the information on which RFID readers received information from the RFID tags. Namely, we define two individuals to be in co-presence if the same exact set of readers have received signals from both individuals during a 20s time window.
We release here 6 co-presence data sets. The contexts in which these data were collected are: a workplace, with data collected in two different years (InVS13, InVS15), a hospital (LH10), a primary school (LyonSchool), a scientific conference (SFHH) and a high school (Thiers13). In each case, the data on face-to-face contacts during the same timeframe has already been released. In all cases except SFHH, metadata is also available concerning the department, class or status of each individual.
Name | Nodes | Edges | $\left<k\right>$ | $\sigma_k$ | $\lambda_h$ | $\tau$ | $r$ | $c$ | $\oslash$ | $S$ | Kind | Mode | NPs | EPs | gt | GraphML | GML | csv |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Thiers13 | 332 | 18,613,039 | 112126.74 | 42531.96 | 268.38 | 41.01 | 0.42 | 0.98 | 2 | 0.99 | Undirected | Unipartite | id group | time | 5.1 MiB | 52.4 MiB | 50.2 MiB | 44.2 MiB |
SFHH | 403 | 1,417,485 | 7034.67 | 4468.01 | 370.80 | 0.89 | 0.11 | 0.97 | 2 | 1.00 | Undirected | Unipartite | id group | time | 989 KiB | 4.4 MiB | 4.1 MiB | 3.6 MiB |
LyonSchool | 242 | 6,594,492 | 54499.93 | 20291.95 | 220.54 | 2.47 | 0.20 | 0.97 | 2 | 1.00 | Undirected | Unipartite | id group | time | 1.8 MiB | 19.8 MiB | 18.3 MiB | 14.9 MiB |
LH10 | 81 | 150,126 | 3706.81 | 3408.10 | 43.50 | 14.87 | 0.32 | 0.77 | 3 | 0.90 | Undirected | Unipartite | id group | time | 146 KiB | 429 KiB | 401 KiB | 371 KiB |
InVS15 | 232 | 1,283,194 | 11062.02 | 7547.35 | 160.74 | 2.83 | 0.26 | 0.88 | 3 | 0.94 | Undirected | Unipartite | id group | time | 907 KiB | 4.0 MiB | 3.8 MiB | 3.1 MiB |
InVS13 | 100 | 394,247 | 7884.94 | 5777.65 | 83.70 | 4.19 | 0.26 | 0.90 | 2 | 0.95 | Undirected | Unipartite | id group | time | 341 KiB | 1.1 MiB | 1.1 MiB | 969 KiB |