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Tracking Flight Prices on Kayak

Final Project for Projects in Programming and Data Science (Fall 2018) by Amy Chen, Jonathan Lin, Nicole Ng and Valerie Wang

We created a website that tracks flight prices from New York City to 10 popular cities in the United States over time, with the goal of identifying any pricing patterns and the best time to buy a flight ticket. Data was scraped from Kayak.com so that we could also test the accuracy of Kayak's price prediction tool.

The website is hosted on a virtual machine in Google Cloud Platform: here

If the link no longer works, here are some images of the website:

  1. Flight Search Navigator Flight Search Navigator

  2. Location Specific Insights about Price and Flights Location Information

  3. Summary of all Flight Prices Summary

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Kayak Predication Algorithm

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