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Your certificate is now private

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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE FALL 2025 DATA SCIENCE BOOT CAMP

Gurbir Singh Arora

Roman Holowinsky, PhD

NOVEMBER 13, 2025

DIRECTOR

DATE

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TEAM

Phoenix Traffic Delay Prediction

Yanbing Wang, Nathan Whybra, Gurbir Singh Arora, Steven Bradt, Kristin Dona

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Road work, accidents, and planned closures cause traffic delays; the benefits of construction must be balanced against the immediate impacts to travel time. In this project, we ask what can be done to mitigate these impacts; in particular, whether the timing of a traffic event correlates with the resulting traffic delays. Our conclusion is affirmative – road work and closures have a greater impact on travel time in the middle of the day, and a lesser impact at night.

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