Your certificate is now private
Certificate of Completion
THIS ACKNOWLEDGES THAT
HAS COMPLETED THE FALL 2022 DATA SCIENCE BOOT CAMP
Jacob Freyermuth
Roman Holowinsky, PhD
DECEMBER 14, 2022
DIRECTOR
DATE
TEAM
Bristlecone
Daniel Tuthill, Greg McCracken, Benjamin Cote, Jacob Freyermuth, AJ Bishop
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.