Data playwright: Authoring data videos with annotated narration

L Shen, H Li, Y Wang, T Luo, Y Luo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Creating data videos that effectively narrate stories with animated visuals requires
substantial effort and expertise. A promising research trend is leveraging the easy-to-use …

NotePlayer: Engaging Computational Notebooks for Dynamic Presentation of Analytical Processes

Y Ouyang, L Shen, Y Wang, Q Li - Proceedings of the 37th Annual ACM …, 2024 - dl.acm.org
Diverse presentation formats play a pivotal role in effectively conveying code and analytical
processes during data analysis. One increasingly popular format is tutorial videos …

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

HW Wang, L Birnbaum, V Setlur - arxiv preprint arxiv:2501.16661, 2025 - arxiv.org
Mining and conveying actionable insights from complex data is a key challenge of
exploratory data analysis (EDA) and storytelling. To address this challenge, we present a …

DataLab: A Unifed Platform for LLM-Powered Business Intelligence

L Weng, Y Tang, Y Feng, Z Chang, P Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Business intelligence (BI) transforms large volumes of data within modern organizations into
actionable insights for informed decision-making. Recently, large language model (LLM) …

Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting

S Shen, S Lu, L Shen, Z Sheng, N Tang… - arxiv preprint arxiv …, 2024 - arxiv.org
Visualization authoring is an iterative process requiring users to modify parameters like color
schemes and data transformations to achieve desired aesthetics and effectively convey …