Analysis of delays of US flights in 2015.
For a class project (CSE 258 at UCSD), we explored statistics on US domestic flights and created a model to predict if a flight would be delayed by 15 or more minutes.
This notebook explores the statistical relationships between the delay of
This notebook attempts to predict whether or not a flight will be delayed by more than 15 minutes using the features of flights explored in the former notebook.
Download data that includes information on all domestic flights in 2015 from Kaggle.
After acquired, the data can be cleaned as in this notebook to make the airport codes consistent, and this notebook to fix the inconsistency in the Austin airport encoding.
Some tools for data loading, exploration, etc.
Notebooks written during the project