Bike utility

Predict bike demand, test new corridors

Model realized utility of today’s bike network, then sketch new segments to estimate ridership shifts.

Census O/D pairs Crash + safety layers Roadway + elevation

Work in Progress

Transit utility

Assess station reach and line performance

Blend ridership, travel sheds, and route connections to see how service changes ripple across the network.

Station-level ridership Headways + transfers Travel sheds

Work in Progress

Safety utility

Map the high-injury network nationally

Cross-reference fatalities, severe injuries, and roadway traits to prioritize safety investments.

Fatality & injury data HIN detection Street context