Family
System · 2024
Data Formulator 2
A visualization authoring system that combines natural-language requests with direct controls, visible data transformations, and history.
Open the primary source ↗Task
Help analysts create and revise visualizations while keeping transformed data and prior branches inspectable.
Evidence
A system paper, runnable implementation, and a bounded contextual user study.
What it establishes
Visible intermediate data, direct manipulation, and history can support steering and verification during authoring.
What it does not establish
A small authoring study does not establish governed production, maintenance benefit, or reader comprehension.
Related entities
Continue through the library.
- DashChatA dashboard-authoring system that uses a dashboard-specific intermediate language and mixed interaction to support iterative creation.
- nvAgentA system that plans and executes visualization queries over one or more databases, evaluated with VisEval.
- Dashboard2CodeA benchmark for reconstructing interactive Plotly Dash applications from screenshots, optional DOM, and interaction.