Anticipating local events isn't enough to influence flight availability.
These platforms show flight data. Not the atmosphere or local crowd.
A festival doesn't add airplane seats. It impacts accommodation.
Flight search tools don't deal with emotions. They process data.
For example, a major sporting event in Tokyo doesn't change the number of flights. Only the demand for hotels.