Introduction In the realm of aviation, understanding flight patterns can provide valuable insights into operational efficiency, safety, and passenger experience. Avia Fly 2, a hypothetical airline, offers a rich dataset of flight history that can be analyzed to uncover trends and patterns. This report aims to explore methodologies for spotting…