Members:

• Aarti - Aarti Narendra Kumthekar ank2139@columbia.edu
• Cathy - Jing QIU qj2133@columbia.edu
• Dennis - Dennis Lyubyvy dvl2110@columbia.edu
• Hafiz - Ahmed Hafiz Ahsan aha2140@columbia.edu
• Kedar - Kedar Ravindra Patil krp2135@columbia.edu

• Map
  • National level
  • City level
• Structure
  • Fatalities per type
  • Rollover fatalities
  • Fatalities vs Restraint
• Alcohol
  • Change over the years
  • % of total fatalities over the years
  • Do we have peaks on national holidays
  • City/Intercity
• Children
  • % by state
  • % by drunk drivers
  • % by city/intercity road
• Fluctuations
  • Seasonality by state
  • Average seasonality
  • By time of the day
  • By total number of fatalities (seasonal trends)
  • Fatalities vs weekday
  • Fatalities by type of the
• Biggest accidents
  • Rates
  • Biggest accidents by states