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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 2022 DATA SCIENCE BOOT CAMP

Daniel Tuthill

Roman Holowinsky, PhD

DECEMBER 14, 2022

DIRECTOR

DATE

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TEAM

Bristlecone

Daniel Tuthill, Greg McCracken, Benjamin Cote, Jacob Freyermuth, AJ Bishop

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We combined three publicly accessible datasets regarding biking in Greater London to study bike safety. The three datasets were:
1. Bike accidents in the United Kingdom from 2005-2018
2. Annual vehicle and bike traffic for most roads in the United Kingdom from 2000-2021
3. Bike lanes in Greater London
We used these datasets and nearest neighbor algorithms to build a new dataset which contained traffic flow, number of accidents (including severity), and nearby bike safety features for most roads in Greater London. We then performed k-means clustering on this new dataset to determine whether shared bus and bike lanes were as safe as segregated bike lanes.

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