The U.S. Department of Transportation's (DOT) Bureau of Transportation Statistics tracks the on-time performance of domestic flights operated by large air carriers. Summary information on the number of on-time, delayed, canceled, and diverted flights is published in DOT's monthly Air Travel Consumer Report and in this dataset of 2015 flight delays and cancellations.
The goal is to predict flight delays (ARRIVAL_DELAY).
- airlines.csv
- airports.csv
- flights.csv
- The cancelled and diverted flights were removed
- More information about the data: https://www.kaggle.com/usdot/flight-delays
- Useful descriptive statistics: https://www.kaggle.com/fabiendaniel/predicting-flight-delays-tutorial