Essay About Flight Delayslink And Flight Delay

Tweet Analysis for Flight Delays
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Tweet Analysis for Flight DelaysLink:
The main reason for flight delay in the Southwest Airlines, the airline having the highest percentage of flights (34%) in the dataset, is the Late Aircraft Delay. Moreover, Southwest is the only airline which has some of its flight delays due to Security Delay. Other flight delay factors like Airline Delay, Air System Delay, and Weather Delay are the ones primarily responsible for flights delay for Delta Airlines. Virgin America, having the least percentage of flights in the dataset (2%), has the highest average delay of eight minutes. One of the most alarming insight is related to US Airways which has the highest percentage of negative tweets (78%) among all the airlines present in the dataset.Among all the airlines having departure flight details in the dataset, Delta Airlines is the only one which has a negative value of average departure time during some of the hours in a day. Highest negative average delay (-23 minutes) among all flights is for United Airlines in its flights arriving at 9 AM during a day. Highest average delay (43 minutes) among all the airlines in their arriving flights is encountered at 9 PM by American Airlines.Another great insight from the Twitter Data section of the report, showing the Tweet Sentiments “Around the 24-Hour Clock”, points towards the highest number of bad sentiment tweets for United Airlines. Specifically speaking about the flight delays at the airports, the Puerto Rican airport BQN, Rafael Hernandez, has an average departure delay of 102 minutes which is more than double the average delay at any other airport mentioned in the dataset.