DataMagic: Transforming Tabular Data into Data Insight Video
Data videos integrate dynamic charts, voice narration, and synchronized animations to communicate data insights as temporal narratives, making them an effective medium for improving data consumption efficiency in the data management lifecycle. However, producing high-quality data videos requires expertise spanning data analysis, narrative design, and video production. Existing approaches fall short: static visualization tools (e.g., BI dashboards) lack narrative logic and animation; authoring tools require users to pre-prepare visualizations rather than working from raw data; pixel-level video generation models cannot guarantee data fidelity or provenance. We demonstrate DataMagic, an end...
| Authors | Yupeng Xie, Chen Ma, Zhenyang Wang et al. |
|---|---|
| Primary category | cs.HC |
| Published | 18 June 2026 |
| Last updated at source | 18 June 2026 |
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