What is the 1957 movie that Airport based on?

The 1970 film "Airport" was not based on any existing novel or movie. It was an original screenplay written by George Seaton, who also directed the film.

However, "Airport" spawned a whole franchise of similar disaster films, often featuring similar plot elements like a ticking clock, a diverse cast of characters, and a dramatic climax.