Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Figure 1: With Data Formulator 2, analysts can iterate on a previous design by (1) selecting a chart from data threads and (2) providing combined natural language and graphical user interface inputs in the chart builder to specify the new design.The AI model generates code to transform the data and update the chart.Data threads are updated with new charts for future use.
Authors
- Steven M. Drucker (ORCID: https://orcid.org/0000-0002-5022-9343)
- Chenglong Wang (ORCID: https://orcid.org/0000-0002-5933-6620)
- Bongshin Lee (ORCID: https://orcid.org/0000-0002-4217-627X)
- D.H. Marshall
- Jianfeng Gao (ORCID: https://orcid.org/0000-0002-5702-6143)
Institutions
- Microsoft (United States) (US)
- Yonsei University (KR)
Publication Details
- Published
- 2025-04-25
- DOI
- https://doi.org/10.1145/3706598.3713296
- Citations
- 7
- Primary Topic
- Data Visualization and Analytics
- Type
- article
- Field-Weighted Citation Impact
- 8.93
Funders
- Yonsei University
- Iran Telecommunication Research Center
- Ministry of Science and ICT, South Korea
- Institute for Information and Communications Technology Promotion