The graph shows the abandonment rate of two classes of users watching online videos. One class was shown a pre-roll ad as they waited for their video began. The other class experienced a slow loading video as they waited for the video to begin. The set of users who waited for the video to load were three times more likely to abandon than those who watched the pre-roll ad.