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Hashtag data are common and easy to acquire. Thus, they are widely used instudies and visual data storytelling. For example, a recent story by ChinaCentral Television Europe (CCTV Europe) depicts Brexit as a hashtag movementdisplayed on an animated bubble chart. However, creating such a story isusually laborious and tedious, because narrators have to switch betweendifferent tools and discuss with different collaborators. To reduce the burden,we develop a prototype system to help explore the bubbles' movement byautomatically inserting animations connected to the storytelling of the videocreators and the interaction of viewers to those videos. We demonstrate theusability of our method through both use cases and a semi-structured userstudy.

Bubble Storytelling with Automated Animation: A Brexit Hashtag Activism Case Study