Skip to main content

Uses in Government

Machine learning initiatives by local, state, and federal agencies. If you know of any others, please email so we can update the list.


Academic Early Intervention System – Mesa Public Schools*

Academic Early Intervention System – Montgomery County Public Schools*

Academic Early Intervention System – Tulsa Public Schools*

Environmental Protection

Early Warning System for Water Infrastructure Problems – City of Syracuse*

Predictive Analytics to Improve Hazardous Waste Detection – Environmental Protection Agency*

Predictive Enforcement of Pollution Violations – New York State Department of Environmental Conservation*

Economic Development 

Predictive Blight Prevention – City of Cincinnati*

Predictive Blight Prevention –  City of Memphis*

Risk Prediction for Investments in Vacant Land – Cook County Land Bank Authority*

Criminal Justice

Early Intervention System for Adverse Police Interactions – Charlotte-Mecklenburg Police Department*

Crime Forecasting – New York Police Department †

Crime Forecasting – Miami Police Department †

Crime Forecasting – Philadelphia Police Department †

Crime Forecasting – St. Louis Police County Police Department †

Predicting Corruption Risks in Infrastructure Grants – World Bank Group*

White House Data-Driven Justice Initiative

Municipal Services

Predictive Analytics to Improve City Services – City of Chicago*

Predicting Impact of Route Changes on Public Transportation – City of Chicago*

Public Health

Predictive Analytics to Prevent Childhood Lead Poisoning – City of Chicago

Predicting Cardiac Arrest Using Electronic Medical Records – NorthShore University HealthSystem

with University of Chicago Data Science for Social Good Fellowship

† with HunchLab

To top