Data Science for Public Good 2025

Introduction

This Quarto website is an experimental page hosting project documentation for the 2024 Data Science for Public Good program at Iowa State University. The Project Blogs tab contains the documentation for each team’s work on a regular basis. The Student Blogs tab contains the introductory blog posts of all participants in DSPG for the summer of 2025. The Activities tab contains student work on activities they’ve completed as part of the program.

To learn more about the program, follow the link to the Iowa State University DSPG Program.

Projects

Iowa STEM Inventory

Despite the recognized importance of STEM initiatives, there remains a lack of comprehensive and actionable data on the availability and distribution of STEM resources within Iowa communities. It is unclear how extensive these resources are and how effectively they can be mobilized to support STEM education development. Additionally, a deeper understanding is needed of the factors influencing students’ decisions to pursue STEM education in Iowa, such as access to local job opportunities, educational infrastructure, participation in science fairs, and extracurricular programs. This project seeks to address these gaps by developing a centralized, user-friendly data repository along with visualization tools that present clear and contextual information. These resources will serve Iowa’s policymakers, educators, advocates, and community stakeholders by informing strategic decisions, guiding investments, and supporting targeted policy interventions to strengthen STEM education throughout the state.

Project Sponsor: ISU Community and Economic Development

Healthy Community Capitals

The Community Capitals project seeks to explore the relationship between community capital indicators and the overall condition of communities in Iowa, aiming to identify strengths, weaknesses, opportunities, and gaps within these communities. The main work focuses on major events such as natural disasters, job losses, new job creation, school closures, and new opportunities for tourism and healthcare. The study seeks to identify the most relevant community capitals, trends over time, and the impact on community resiliency, by analyzing correlations between various indicators and comparing quantitative data with some qualitative insights.

Project Sponsor: ISU Community and Economic Development