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We combined Chicago transit data into an interactive map to reveal underused stops and guide smarter, climate-focused public transport investments.
We predict Chicago bus delays using weather data, hitting 93% delay recall and 0.83 AUC, helping riders and operators prepare for disruptions before they happen.
SafeTransit shows real-time crime heatmaps along your route and crowdsourced alerts from riders, helping you navigate Chicago public transit more safely and confidently.
Python-based planner for navigating best accessible route considering real-time alerts
We got it !!
Collects event and transportation data in Chicago to anticipate delays and optimize transit, focusing on major hubs like McCormick Place. Built for the UChicago Transit Hackathon.
find faster routes for the cta!
We aim to build a platform that matches UChicago students traveling alone based on shared routes and social interests, enhancing safety, relationships, and the overall transit experience for students.
By analyzing foot traffic and dwell time, we identified higher-impact locations. Optimizing ad placements could significantly boost revenue with minimal cost.
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