The Stories We Tell About Data: Media Types for Data-Driven Storytelling
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Abstract (arXiv)
The emerging practice of data-driven storytelling is framing data using familiar narrative mechanisms such as slideshows, videos, and comics to make even highly complex phenomena understandable. However, current data stories are still not utilizing the full potential of the storytelling domain. One reason for this is that current data-driven storytelling practice does not leverage the full repertoire of media that can be used for storytelling, such as the spoken word, e-learning, and video games. In this paper, we propose a taxonomy focused specifically on media types for the purpose of widening the purview of data-driven storytelling simply by putting more tools into the hands of designers. Using our taxonomy as a generative tool, we also propose three novel storytelling mechanisms, including for live-streaming, gesture-driven oral presentations, and textual reports that dynamically incorporate visual representations.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 31 Jan 2022.
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Citing papers per year: 2023: 1; 2024: 1; 2025: 5.
7 papers.
- 2023Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaborationcited by 13
- 2025DATAWEAVER: Authoring Data-Driven Narratives through the Integrated Composition of Visualization and Textcited by 4
- 2024Gen4DS: Workshop on Data Storytelling in an Era of Generative AIcited by 1
- 2025MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Modelcited by 1
- 2025Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspectivecited by 1
- 2025Representing data in words: A context engineering approachcited by 1
- 2025The Digital Mirror: Gender Bias and Occupational Stereotypes in AI-Generated Imagescited by 1
- 2025The Digital Mirror: Gender Bias and Occupational Stereotypes in AI-Generated Images8 Oct 2025
- 2025DATAWEAVER: Authoring Data-Driven Narratives through the Integrated Composition of Visualization and Text29 Mar 2025
- 2025Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspective4 Mar 2025
- 2025Representing data in words: A context engineering approach27 Jan 2025
- 2025MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model2 Jan 2025
- 2024Gen4DS: Workshop on Data Storytelling in an Era of Generative AI2 Apr 2024
- 2023Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration27 Sep 2023