This data was originally posted by Crowdflower last February and includes tweets about 6 major US airlines. Additionally, Crowdflower had their workers extract the sentiment from the tweet as well as what the passenger was dissapointed about if the tweet was negative.
I use Deep Neural Nets to Classify the Sentiment of the user into Postive , Negtive and Neutral