Top Projects in SUDS
A chronological look at featured SUDS partnerships, grouped by semester.
Spring 2026
8 projects


Environmental Metrics & Conservation Data Analysis
Partner: Allegheny Land Trust
2026 Spring


Operational Data Analysis & Impact Dashboard Development
Partner: Casa San José
2026 Spring

Program Impact Analysis & Data Infrastructure Development
Partner: Melanin Mommies
2026 Spring


Property Ownership Analysis & Sheriff Sale Tracking
Partner: Wilkinsburg Land Bank
2026 Spring

User Engagement Analysis & Personalized Recommendation Modeling
Partner: Peachy Day
2026 Spring
Fall 2024
4 projects

Analyzing the Effects of Marijuana Decriminalization
Partner: Alliance for Police Accountability
2024 Fall

Promoting Green Infrastructure
Partner: Pittsburgh Innovation & Performance
2024 Fall


Visualizing & Predicting Trail Usage
Partner: Friends of the Riverfront
2024 Fall
2023 - 2024
1 project

Analyzing Mental Health Data
Partner: Women's Center and Shelter of Greater Pittsburgh
2023 - 2024
Spring 2024
1 project

Quantifying Student Success Factors
Partner: CMU Student Academic Success Center
2024 Spring
Spring 2023
2 projects


Fall 2022
1 project

2020
1 project

Mobile Data Collection and Dashboard for Pediatric HIV/AIDS Response
Partner: Elizabeth Glaser Pediatric AIDS Foundation (EGPAF)
2020
2018 Fall - 2019 Spring
1 project

Visualizing Community Vibrancy and Fiscal Sponsorship Impact
Partner: New Sun Rising (NSR)
2018 Fall - 2019 Spring
Fall 2018
8 projects

Analyzing Family Participation and Economic Mobility on UpTogether
Partner: Up Together/Family Independence Initiative (FII)
2018 Fall

Analyzing Household Engagement and Financial Behavior on UpTogether
Partner: Uptogether/Family Independence Initiative (FII)
2018 Fall

Analyzing Income Trends and Financial Mobility on UpTogether
Partner: Up Together/Family Independence Initiative (FII)
2018 Fall


Assessing Safety and Perceptions of Law Enforcement among Immigrant and Refugee Youth
Partner: Alliance for Refugee Youth Support and Education (ARYSE)
2018 Fall

Building a Data Portal for African Americans
Partner: Joint Center for Political and Economic Studies
2018 Fall

Investigating Digital Redlining in Pittsburgh
Partner: City of Pittsburgh (Department of Innovation & Performance)
2018 Fall

2018
2 projects

Enhancing Transparency through Interactive Data Visualization
Partner: Office of Natural Resources Revenue (ONRR), U.S. Department of the Interior
2018

Visualizing Equity in Grant Distribution for Remake Learning
Partner: Remake Learning
2018
Spring 2018
2 projects

Environmental Health Data Management and Visualization
Partner: Environmental Health Project (EHP)
2018 Spring

Optimizing Smart Trash Collection Routes
Partner: City of Pittsburgh, Departments of Innovation & Performance (I&P) and Public Works (DPW)
2018 Spring
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