The Benton County 2040 Thriving Community Initiative (TCI) is a project in which the goal is to identify the core values and vision of the Benton County community. In order to identify community thoughts, the Thriving Communities Council conducted several surveys by hosting public events throughout the County. At these events, community members were asked to to share comments on what they like about where they lived and what they hoped to see in the future.



This project, conducted by students and faculty at Oregon State University, was done to present the results of this survey. The presentation of the results was done in a geo-visual manner which displays demographic results by city or town. The map also contains a word cloud which shows key words which identifies what the community values.


The displayed maps show responses based in each city. Zoom in on an area of interest in order to view the data of that region. Once zoomed into the area of interest, click the different bars or pie chart sections to adjust the word cloud response.



Responses to four different survey questions are depicted in four separate maps (General Comments Map, Values Map, Dreams Map, and Initiate Map) through a word cloud on the bottom left hand corner. The word cloud shows keywords that indicate what is important to the people responding. Larger sized words indicate that the word was used more frequently, while smaller words less frequently.



The project completed by this student team is aimed to display the outcomes of a digitally-distributed survey constructed by the Benton County TCI team. The data was collected by Benton County TCI prior to the creation of this piece.

This piece was created through the use of javascript, geospatial software and techniques, and textual/data analysis. Using textual/data analysis techniques, our team was able to convert the raw data into a usable format that geospatial techniques were then applied to. Following this creation of geospatial references for the raw data, the use of javascript was employed to produce a user-friendly environment for exploration.

In order to collect the geographical data, the latitude and longitude coordinates were collected for each city center. The next step in this process was to geo-reference the responses to the location from where the respondent resided, this was done by linking the response with the correct location coordinates. Finally, a marriage of the qualitative and quantitative data has been achieved with the addition of data filters and a word cloud. The filtering allows users to dig into the data through quantitative metrics and spatial dimensions, allowing for easy data-sleuthing from a desktop browser.

Sione Filimoehala
Student

MPP; Studying tertiary effects of infrastructure investments and methods of communicating scientific findings to decision-makers. My role in this piece was largely to create the data interaction portion of the map and provide support to the other areas.

Scott Whitson
Student

Senior in the College of Earth, Ocean, and Atmospheric Studies majoring in Geography and Geospatial Science. I have become primarily interested in Cartography and Land Use Planning. I play the cartographic role in this project, manipulating the style of the maps to best represent the data available.

Madeleine Savage
Student


Graduating senior at Oregon State University, studying Geography and certificate in GIS with a special interest in Cartography and Human Geography. For this project, I contributed to styling and layout, and data processing.

Bo Zhao
Professor at Oregon State University

Bo specializes Cartography and geovisual analytics, and greatly helped and guided students to write and debug the code for this project.

Kyle Hogrefe
PhD student in Geography

PhD student in Geography, and Teaching Assistant for Spring 2017 GEOG 472/572: Geovisual Analytics. Kyle provided students with background on the Benton County TCI project, suggestions for project development, and critique on methods and geovisual products throughout the term.

Sean McGuire
County Sustainability Coordinator

Benton County representative. Sean coordinated our efforts while providing support whenever needed.

Jenna Tilt
Classmates of GEOG 572 for their critique and support
Benton County TCI 2040 team

This project utilized the following libraries: colorbrewer.js, Bootstrap, Leaflet, D3, Crossfilter ,DC, jqCloud, and Cloudflare.

Benton County 2040