Synthetic population for USA_WASHINGTON

<strong>Synthetic populations for regions of the World (SPW) | Washington</strong><strong>Dataset information</strong>A 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). <strong>License</strong>CC-BY-4.0 <strong>Acknowledgment</strong>This 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). <strong>Contact information</strong>[e-mail] <strong>Identifiers</strong> Region name Washington Region ID usa_140002872 Model coarse Version 0_9_0 <strong>Statistics</strong> 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 <strong>Sources</strong> 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 <strong>Files description</strong><strong>Base data files (usa_140002872_data_v_0_9.zip)</strong> Filename Description <code>usa_140002872_person_v_0_9.csv</code> Data for each person including attributes such as age, gender, and household ID. <code>usa_140002872_household_v_0_9.csv</code> Data at household level. <code>usa_140002872_residence_locations_v_0_9.csv</code> Data about residence locations <code>usa_140002872_activity_locations_v_0_9.csv</code> Data about activity locations, including what activity types are supported at these locations <code>usa_140002872_activity_location_assignment_v_0_9.csv</code> For each person and for each of their activities, this file specifies the location where the activity takes place <strong>Derived data files</strong> Filename Description <code>usa_140002872_contact_matrix_v_0_9.csv</code> A POLYMOD-type contact matrix constructed from a network representation of the location assignment data and a within-location contact model. <strong>Validation and measures files</strong> Filename Description <code>usa_140002872_household_grouping_validation_v_0_9.pdf</code> Validation plots for household construction <code>usa_140002872_activity_durations_{adult,child}_v_0_9.pdf</code> Comparison of time spent on generated activities with survey data <code>usa_140002872_activity_patterns_{adult,child}_v_0_9.pdf</code> Comparison of generated activity patterns by the time of day with survey data <code>usa_140002872_location_construction_0_9.pdf</code> Validation plots for location construction <code>usa_140002872_location_assignement_0_9.pdf</code> Validation plots for location assignment, including travel distribution plots <code>usa_140002872_usa_140002872_ver_0_9_0_avg_travel_distance.pdf</code> Choropleth map visualizing average travel distance <code>usa_140002872_usa_140002872_ver_0_9_0_travel_distr_combined.pdf</code> Travel distance distribution <code>usa_140002872_usa_140002872_ver_0_9_0_num_activity_loc.pdf</code> Choropleth map visualizing number of activity locations <code>usa_140002872_usa_140002872_ver_0_9_0_avg_age.pdf</code> Choropleth map visualizing average age <code>usa_140002872_usa_140002872_ver_0_9_0_pop_density_per_sqkm.pdf</code> Choropleth map visualizing population density <code>usa_140002872_usa_140002872_ver_0_9_0_pop_size.pdf</code> Choropleth map visualizing population size**全球区域合成人口数据集（SPW）| 华盛顿州** **数据集说明** 本数据集收录的区域合成人口数据，完整覆盖该区域人口的选定人口统计属性、家庭组织结构、单日分配的活动类型、活动开展地点，以及由此衍生的人口成员间互动场景（如传染病传播场景）。 **使用许可** 知识共享署名4.0许可协议（CC-BY-4.0） **致谢说明** 本项目由美国国家科学基金会（National Science Foundation, NSF）资助，项目编号为OAC-2027541，项目名称为"NSF快速响应：新冠疫情应对支持——构建合成多尺度网络"（项目负责人：Madhav Marathe，联合负责人：Henning Mortveit、Srinivasan Venkatramanan）。 **联系方式** [e-mail] **标识符信息** 区域名称：华盛顿州；区域ID：usa_140002872；模型类型：粗粒度；版本：0_9_0 **统计数据** | 统计项 | 数值 | |----------------|--------------------| | 总人口数 | 6618311 | | 平均年龄 | 37.3 | | 家庭总数 | 2683070 | | 平均家庭规模 | 2.5 | | 居住地点数 | 2683070 | | 活动地点数 | 651472 | | 人均活动数 | 5.7 | | 平均出行距离 | 72.5 | **数据来源** 1. 活动模板数据：世界银行（World Bank）2021年数据集，链接：https://data.worldbank.org 2. 行政边界数据：ADCW 7.6，链接：https://www.adci.com/adc-worldmap 3. 精选兴趣点（Point of Interest, POI）数据：基于开放街道地图（OpenStreetMap, OSM）的SLIPO/OSM POI，链接：http://slipo.eu/?p=1551、https://www.openstreetmap.org/ 4. 家庭数据：IPUMS，链接：https://international.ipums.org/international 5. 带人口统计属性的人口计数数据：GPW v4.11，链接：https://sedac.ciesin.columbia.edu/data/set/gpw-v4-admin-unit-center-points-population-estimates-rev11 **文件说明** **基础数据文件（usa_140002872_data_v_0_9.zip）** - `usa_140002872_person_v_0_9.csv`：包含每位人口的年龄、性别、家庭ID等属性数据。 - `usa_140002872_household_v_0_9.csv`：家庭层级统计数据。 - `usa_140002872_residence_locations_v_0_9.csv`：居住地点相关信息数据。 - `usa_140002872_activity_locations_v_0_9.csv`：活动地点相关数据，包含各地点支持的活动类型。 - `usa_140002872_activity_location_assignment_v_0_9.csv`：针对每位人口及其各项活动，明确对应活动开展地点的关联数据。 **衍生数据文件** - `usa_140002872_contact_matrix_v_0_9.csv`：基于地点分配数据的网络表征与地点内接触模型构建的POLYMOD型接触矩阵。 **验证与指标文件** - `usa_140002872_household_grouping_validation_v_0_9.pdf`：家庭构建验证绘图文件。 - `usa_140002872_activity_durations_{adult,child}_v_0_9.pdf`：生成活动的耗时与调查数据对比图。 - `usa_140002872_activity_patterns_{adult,child}_v_0_9.pdf`：按每日时段划分的生成活动模式与调查数据对比图。 - `usa_140002872_location_construction_0_9.pdf`：地点构建验证绘图文件。 - `usa_140002872_location_assignement_0_9.pdf`：地点分配验证绘图文件，包含出行分布可视化图。 - `usa_140002872_usa_140002872_ver_0_9_0_avg_travel_distance.pdf`：可视化平均出行距离的分级色彩地图（Choropleth map）。 - `usa_140002872_usa_140002872_ver_0_9_0_travel_distr_combined.pdf`：出行距离分布可视化图。 - `usa_140002872_usa_140002872_ver_0_9_0_num_activity_loc.pdf`：可视化活动地点数量的分级色彩地图。 - `usa_140002872_usa_140002872_ver_0_9_0_avg_age.pdf`：可视化平均年龄的分级色彩地图。 - `usa_140002872_usa_140002872_ver_0_9_0_pop_density_per_sqkm.pdf`：可视化每平方公里人口密度的分级色彩地图。 - `usa_140002872_usa_140002872_ver_0_9_0_pop_size.pdf`：可视化人口规模的分级色彩地图。