FlightOnTime

Project 3 at Metis

This project is a supervised machine learning program. The objective is to determine whether an outbound flight from O'Hare airport will or will not be delayed.

Directory Structure

• FAA - Main Codebase
  • Ohare.py
    • Loads database
    • Creates DataFrame of outbound data
    • Calculated attributes
    • Creates a modeling DataFrame
  • Hanger.py
    • Static miscellaneous methods. Creates charts and Data 'views'
  • model_airplanes.py
    • Helpers for creating training sets from airport data
• data/
• docs/
• notebooks/ - EDA and Modeling
  • Modeling v2.ipynb
• scripts/ - Unix and SQL scripts used for loading data

Blog Post

Data Sources

Bureau of Transportation

Weather.gov