top of page
Search

Flight Efficiency Analysis – United Airlines

  • Writer: Tejaswi Rupa Neelapu
    Tejaswi Rupa Neelapu
  • Apr 20
  • 1 min read

Tags: Hypothesis Testing | R | Data Wrangling

Link: GitHub


🔍 Overview

Analyzed gain/loss in flight time for United Airlines flights from NYC to determine where efficiencies or inefficiencies occurred.


❓ Key Questions

  • Do late departures result in higher time gain during flight?

  • Which destinations show consistent positive gain?


🧪 Methodology

  • Created features: net_gain, gain_per_hour

  • Applied hypothesis testing and CI to compare flight groups


📈 Results

  • Significant gain difference between late and on-time flights

  • SFO and ORD identified as most time-efficient destinations

 
 
 

Comments


Contact
Information


Seattle, WA 98122

206-856-4851

  • LinkedIn
  • GitHub

©Tejaswi Neelapu

bottom of page