Punctuality in the aviation industry is ever-changing but is always an essential factor in overall success and passenger satisfaction. While some airlines consistently perform well, others are looking to improve their results. Low on-time performance (OTP) ratings can easily deter passengers from airlines, ultimately threatening revenue. Additionally, the carriers performance also influences the overall OTP ratings of airports, especially if the specific airport is a hub or focus city.