NDSSL Proto-Entities
NDSSL has produced several synthetic data sets that are being released to the larger academic community for research. The data sets are based on detailed microscopic simulation-based modeling and integration techniques. Data Sets 1 and 2 represent a synthetic population of the city of Portland. Data Set 3 is a movie showing how the topology of a hypothetical ad-hoc network would change as the vehicles carrying the move. It is based on microscopic simulation of vehicular traffic in Washington, DC.
| Data Set Release 1 | |||
|---|---|---|---|
| Name | Description | Details | Sample |
| Portland ProtoPopulation | ProtoPopulation for Portland, OR. with demographics and home locations | demographics-portland-1-v1.txt | Sample Population |
| Portland ProtoLocations | Protolocations for Portland, OR. with location types | locations-portland-1-v1.txt | Sample Locations |
| Portland Activities | Protopopulation activities for Portland, OR. | activities-portland-1-v1.txt | Sample Activities |
| Portland Contact Graph | Protopopulation contact graph for Portland, OR. | contact-portland-2-v1.txt | Sample Contact Graph |
| Portland Dendrogram | Dendrogram of infections for Portland, OR. | dendro-portland-1-v1.txt | Sample Dendrogram |
| Data Set Release 2 | |||
|---|---|---|---|
| Name | Description | Details | Sample |
| Portland ProtoPopulation | ProtoPopulation for Portland, OR. with demographics and home locations | demographics-person-portland-1-v2.txt demographics-household-portland-1-v2.txt | Sample Population Sample Household |
| Portland ProtoLocations | Protolocations for Portland, OR. with location types | locations-portland-1-v2.txt | Sample Locations |
| Portland Activities | Protopopulation activities for Portland, OR. | activities-portland-1-v2.txt | Sample Activities |
| Portland Contact Graph | Protopopulation contact graph for Portland, OR. | contact-portland-1-v2.txt | Sample Contact Graph |
| Portland Dendrogram | Dendrogram of infections for Portland, OR. | dendro-portland-1-v2.txt | Sample Dendrogram |
| Data Set Release 3 | |||
|---|---|---|---|
| Name | Description | Details | Sample |
| Washington Network Movie | Ad-hoc network topology for Washington, DC | DCWireless.avi (20 MB) | Sample Frame |
Selected Publications The following were presented at the Workshop on Spatial Data Mining , part of the 2006 SIAM Conference on Data Mining.
M.V. Marathe. Interaction Based Computer Modeling for Comprehensive Incident Characterization to Support Pandemic Preparedness. NDSSL-TR-06-019 Network Dynamics and Simulation Science Laboratory, Virginia Polytechnic Institute and State University, 1880 Pratt Dr, Building XV, Blacksburg, VA, 24061 http://ndssl.vbi.vt.edu/Publications/ndssl-tr-06-019.pdf
M.V. Marathe. Synthetic Data for Data Mining to Support Epidemiological Modeling. NDSSL-TR-06-020 Network Dynamics and Simulation Science Laboratory, Virginia Polytechnic Institute and State University, 1880 Pratt Dr, Building XV, Blacksburg, VA, 24061 http://ndssl.vbi.vt.edu/Publications/ndssl-tr-06-020.pdf
This work is licensed under a Creative Commons
Attribution-NonCommercial-ShareAlike 2.5 License.
If you make use of this data, please acknowledge its source with the
following citations:
Synthetic Data Products for Societal Infrastructures and
Proto-Populations: Data Set 1.0, NDSSL-TR-06-006, Network
Dynamics and Simulation Science Laboratory, Virginia Polytechnic
Institute and State University, 1880 Pratt Dr, Building XV,
Blacksburg, VA, 24061, ndssl.vbi.vt.edu/Publications/ndssl-tr-06-006.pdf
Synthetic Data Products for Societal Infrastructures and
Proto-Populations: Data Set 2.0, NDSSL-TR-07-003, Network
Dynamics and Simulation Science Laboratory, Virginia Polytechnic
Institute and State University, 1880 Pratt Dr, Building XV,
Blacksburg, VA, 24061, ndssl.vbi.vt.edu/Publications/ndssl-tr-07-003.pdf
Synthetic Data Products for Societal Infrastructures and
Proto-Populations: Data Set 3.0, NDSSL-TR-07-010, Network
Dynamics and Simulation Science Laboratory, Virginia Polytechnic
Institute and State University, 1880 Pratt Dr, Building XV,
Blacksburg, VA, 24061, ndssl.vbi.vt.edu/Publications/ndssl-tr-07-010.pdf
We are always interested in how people are making use of our data. It you publish work using any of this data, please send us a reference. If you have any suggestions on how we can make this data more useful to you, we like to know about that as well. Finally, we have other data that we can make available through individual arrangements. Contact us at ndssl@vbi.vt.edu
Download the complete data sets.