Mapping the Landscape of COVID-19 Crisis Visualizations
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Abstract (arXiv)
In response to COVID-19, a vast number of visualizations have been created to communicate information to the public. Information exposure in a public health crisis can impact people's attitudes towards and responses to the crisis and risks, and ultimately the trajectory of a pandemic. As such, there is a need for work that documents, organizes, and investigates what COVID-19 visualizations have been presented to the public. We address this gap through an analysis of 668 COVID-19 visualizations. We present our findings through a conceptual framework derived from our analysis, that examines who, (uses) what data, (to communicate) what messages, in what form, under what circumstances in the context of COVID-19 crisis visualizations. We provide a set of factors to be considered within each component of the framework. We conclude with directions for future crisis visualization research.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Jan 2021.
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Citing papers per year: 2022: 1; 2023: 1; 2024: 0; 2025: 1; 2026: 1.
4 papers.
- 2023Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checkingcited by 34
- 2025Protecting multimodal large language models against misleading visualizationscited by 6
- 2022Taking a Language Detour: How International Migrants Speaking a Minority Language Seek COVID-Related Information in Their Host Countriescited by 1
- 2026ChartAttack: Testing the Vulnerability of LLMs to Malicious Prompting in Chart Generationcited by 0
- 2026ChartAttack: Testing the Vulnerability of LLMs to Malicious Prompting in Chart Generation19 Jan 2026
- 2025Protecting multimodal large language models against misleading visualizations27 Feb 2025
- 2023Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking27 Jan 2023
- 2022Taking a Language Detour: How International Migrants Speaking a Minority Language Seek COVID-Related Information in Their Host Countries7 Sep 2022