Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven M. Drucker, Dan Marshall, Jianfeng Gao
Abstract
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.
Topics & Concepts
Computer scienceData visualizationVisualizationInformation retrievalData scienceData miningHuman–computer interactionData Visualization and AnalyticsScientific Computing and Data ManagementData Analysis with R