With the popularity of online video game, online video has become one of the most popular online video. By crawler technology, this paper obtained 2,272 data related to audience participation (View, Follow, Barrage,Thumb up, Reward and Collect). Then, based on Kendall correlation and one-way ANOVA, this paper explores the influence of three types of game videos (PC game, e-sports, online game) on audience engagement. It is found that the influence of game categories on audience participation is different, and PC games video has the highest view counts, number of followers, number of barrage screen, number of thumb up, reward amount and collection amount among the three types of game videos.
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