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Walking 
around 
NYC 
can 
feel 
like…… 
Jacob Boysen 
Insight Data Science 
jacob.boysen@gmail.com
CrossingGuardNYC.com
CrossingGuardNYC.com
Normalized 
by 
pedestrian 
ac=vity 
Neighborhood pedestrian activity scores 
generously provided by PlaceMeter.com
Algorithm 
Current: 35. 21st St, NYC 
Target: Gramercy Theatre 
• Google 
Maps 
routes 
• NYPD 
Collision 
Data 
• PlaceMeter 
pedestrian 
traffic 
data 
to 
normalize 
• Route 
Score 
mySQL 
database: 
€ 
0.4 × Σ Ped _ Injuries +1.0 × Ped _ Fatalities 
Neighborhood _ Pedestrian _ Activity
Top 10 Top 10 Intersections, unadjusted Intersections, adjusted
Southern Boulevard & Hunts Pt Av, Bronx 
Utica Ave & Eastern Parkway, Brooklyn
Jacob 
Boysen
Jacob 
Boysen
Jacob 
Boysen
Thanks!!
Pedestrian Activity Heat Map Top 10 Riskiest Intersections

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