Synthetic populations for regions of the World (SPW) | WashingtonDataset informationA synthetic population of a region as provided here, captures the people of the region with selected demographic attributes, their organization into households, their assigned activities for a day, the locations where the activities take place and thus where interactions among population members happen (e.g., spread of epidemics). LicenseCC-BY-4.0 AcknowledgmentThis project was supported by the National Science Foundation under the NSF RAPID: COVID-19 Response Support: Building Synthetic Multi-scale Networks (PI: Madhav Marathe, Co-PIs: Henning Mortveit, Srinivasan Venkatramanan; Fund Number: OAC-2027541). Contact informationHenning.Mortveit@virginia.edu Identifiers Region name Washington Region ID usa_140002872 Model coarse Version 0_9_0 Statistics Name Value Population 6618311 Average age 37.3 Households 2683070 Average household size 2.5 Residence locations 2683070 Activity locations 651472 Average number of activities 5.7 Average travel distance 72.5 Sources Description Name Version Url Activity template data World Bank 2021 https://data.worldbank.org Administrative boundaries ADCW 7.6 https://www.adci.com/adc-worldmap Curated POIs based on OSM SLIPO/OSM POIs http://slipo.eu/?p=1551 https://www.openstreetmap.org/ Household data IPUMS https://international.ipums.org/international Population count with demographic attributes GPW v4.11 https://sedac.ciesin.columbia.edu/data/set/gpw-v4-admin-unit-center-points-population-estimates-rev11 Files descriptionBase data files (usa_140002872_data_v_0_9.zip) Filename Description usa_140002872_person_v_0_9.csv Data for each person including attributes such as age, gender, and household ID. usa_140002872_household_v_0_9.csv Data at household level. usa_140002872_residence_locations_v_0_9.csv Data about residence locations usa_140002872_activity_locations_v_0_9.csv Data about activity locations, including what activity types are supported at these locations usa_140002872_activity_location_assignment_v_0_9.csv For each person and for each of their activities, this file specifies the location where the activity takes place Derived data files Filename Description usa_140002872_contact_matrix_v_0_9.csv A POLYMOD-type contact matrix constructed from a network representation of the location assignment data and a within-location contact model. Validation and measures files Filename Description usa_140002872_household_grouping_validation_v_0_9.pdf Validation plots for household construction usa_140002872_activity_durations_{adult,child}_v_0_9.pdf Comparison of time spent on generated activities with survey data usa_140002872_activity_patterns_{adult,child}_v_0_9.pdf Comparison of generated activity patterns by the time of day with survey data usa_140002872_location_construction_0_9.pdf Validation plots for location construction usa_140002872_location_assignement_0_9.pdf Validation plots for location assignment, including travel distribution plots usa_140002872_usa_140002872_ver_0_9_0_avg_travel_distance.pdf Choropleth map visualizing average travel distance usa_140002872_usa_140002872_ver_0_9_0_travel_distr_combined.pdf Travel distance distribution usa_140002872_usa_140002872_ver_0_9_0_num_activity_loc.pdf Choropleth map visualizing number of activity locations usa_140002872_usa_140002872_ver_0_9_0_avg_age.pdf Choropleth map visualizing average age usa_140002872_usa_140002872_ver_0_9_0_pop_density_per_sqkm.pdf Choropleth map visualizing population density usa_140002872_usa_140002872_ver_0_9_0_pop_size.pdf Choropleth map visualizing population size