Natural Language Toolkit for Data Visualization
Project description
NL4DV
NL4DV stands for Natural Language toolkit for Data Visualization. It takes a natural language query about a given dataset as input and outputs a structured JSON object containing:
- Data attributes,
- Analytic tasks, and
- Visualizations (Vega-Lite specifications)
The preprint of the Research Paper due to appear at IEEE VIS'20 can be downloaded from here.
The Documentation, Usage, and Examples can be found here.
Credits
NL4DV was created by Arpit Narechania, Arjun Srinivasan, and John Stasko of the Georgia Tech Visualization Lab.
We thank Rishab Mitra for helping build some of our debugger applications and members of the Georgia Tech Visualization Lab for their support and constructive feedback.
License
The software is available under the MIT License.
Contact
If you have any questions, feel free to open an issue or contact Arpit Narechania.
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