Flight Efficiency Analysis – United Airlines
- 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
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