Python Machine Learning Blueprints - Second Edition

Sourcing airfare pricing data

Fortunately, sourcing airfare data is somewhat easier that real estate data. There are a number of providers of this data, as well as paid and unpaid APIs. One challenging aspect of retrieving the data is that it requires a number of web requests. In the previous edition of this book, we outlined how to scrape data from Google's Flight Explorer page. This was the ideal presentation for seeing weeks of pricing data on one page for multiple cities. Unfortunately, that page has now been removed, and Google now provides a more typical search interface that requires the user to input the departure city, the destination city, start date, and end date. One fortunate feature that remains is the ability to input an entire ...