As we gear up to kick off the summer travel season, we thought it might be fitting to look into our airline options. Which carrier should we book for a smooth, easy trip?

The July issue of Consumer Reports examined the best and worst airlines as determined by a survey of more than 16,000 people who traveled on 31,732 domestic flights. The results: Virgin America, JetBlue, and Southwest got top marks, and no-frills carrier Spirit Airlines came in at the bottom of the list.

Of course, we could’ve told you that just by running a sentiment chart in Topsy Pro. We pulled this chart up in less than a second, based on more than 57,000 tweets about these four airlines over the past 30 days—and Twitter’s verdict matches the results of the Consumer Reports survey.