Determine the best meetup city based on total flight distance and price.
This project combines airport metadata with flight prices from Kayak to analyze the price-distance tradeoff associated with multiple parties meeting at a single location on a certain date. The closest airports are computed based on the metadata, and prices are scraped using undetected-chromedriver to create a scatter plot of price vs distance, and also a map displaying all unique flight paths.
View the notebook on nbviewer here
First run create_dataset.ipynb to merge data into a dataframe. Then, run multi_flight_search.ipynb to run analysis.
This project requires numerous packages:
numpypandaspymap3dundetected_chromedriverseleniumBeautifulSoupmore_itertoolsfoliummatplotlib