In this script:

flight_data represents the sample flight price data for different destinations. Replace this with your actual data or fetch it through web scraping or an API.
The recommend_booking_time function filters the flight data for the specified destination, calculates monthly average prices, and identifies the month with the lowest average price.
The script provides a recommendation for the best time to book a flight to the specified destination based on historical price trends.