Hashtag data are common and easy to acquire. Thus, they are widely used in studies and visual data storytelling. For example, a recent story by China Central Television Europe depicts Brexit as a hashtag movement displayed on an animated bubble chart. However, creating such a story is usually laborious and tedious, because narrators have to switch between different tools and discuss with different collaborators. To reduce the burden, we develop a prototype system to help explore the bubbles' movement by automatically inserting animations connected to the storytelling of the video creators and the interaction of viewers to those videos. We demonstrate the usability of our method through both use cases and a semi-structured user study. Keywords Storytelling Á Data journalism Á Automated animation 1 Introduction Hashtags are an essential part of Twitter trends. Using Twitter's hashtags for Internet activism is called ''Hashtag activism'' (Carr 2012), commonly used to make people aware of social and political issues.
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