NYC Motor Vehicle Collisions: Exploratory Data Analysis and Visualization

Utilized traffic collision data from NYC Open Data to analyze and visualize traffic collisions in New York City between 07/01/2012 to 01/20/2025. The total number of crashes analyzed is 2,150,966.

Contributing Factors

Top Contributing Factors Bar Plot

Location

Crash Count per Borough Bar Plot

Time

Crash Count by Day of Week Bar Plot

Crash Count by Hour of Day Bar Plot

Crash Count by Weekday and Hour of Day Box Plot

Crash Count by Weekday and Hours Heatmap

Crash Count Over Time Scatter Plot

Results

Fatalities by Borough Bar Plot

Injuries by Borough Bar Plot