This dataset contains compiled data of US domestic flight take off data, combined with airport data, aircraft data, and present weather data. Inspired by similar datasets for specific airports, older years. This dataset encompasses a wide range of details, including departure times, dates, flight routes, aircraft types, and passenger numbers. Airlines and aviation authorities rely on this data to monitor and manage flight operations, optimize scheduling, and ensure compliance with regulatory requirements. It is instrumental in tracking the punctuality and efficiency of domestic flights, allowing for the identification of trends, delays, and potential areas for improvement within the U.S. aviation industry.