Data Science for Social Good

The Hitchhiker's Guide to Data Science for Social Good

dssg

General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems

dssg

Bias Auditing & Fair ML Toolkit

dssg

Statistical models and webapp for predicting when bikeshare stations will be empty or full.

dssg

Class resources for CAPP 30254 (Machine Learning for Public Policy)

dssg

Repo for ML for Public Policy Lab course at CMU

dssg

Exploratory analysis and predictive models of how Chicago's neighborhoods interact with the City's 311 service requests.

dssg

Mapping and analyzing local business data from the Census Bureau.

dssg

OpenTripPlanner tool and transit mobility maps for Chicago

dssg

Big data simulation of Chicago's public transportation to improve transit planning and reduce bus crowding

dssg