Metadata-Version: 2.1
Name: nl4dv
Version: 0.0.5
Summary: NL4DV is a Python toolkit that takes a natural language (NL) query about a given dataset as input and outputs a structured JSON object containing Data attributes, Analytic tasks, and Visualizations (Vega-Lite specifications).
Home-page: https://github.com/nl4dv/nl4dv
Author: Arpit Narechania
Author-email: arpitnarechania@gatech.edu
License: LICENSE
Description: # NL4DV: **N**atural **L**anguage toolkit **for** **D**ata **V**isualization
        [![DOI:10.1109/TVCG.2020.3030418](https://zenodo.org/badge/DOI/10.1109/TVCG.2020.3030378.svg)](https://doi.org/10.1109/TVCG.2020.3030378)
        [![arxiv badge](https://img.shields.io/badge/arXiv-2008.10723-red)](https://arxiv.org/abs/2008.10723)
        
        **NL4DV** 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)
        
        With this output, developers can 
          - Create visualizations in Python using natural language, and/or
          - Add a natural language interface to their existing visualization systems.
        
        
        ![NL4DV Overview](https://raw.githubusercontent.com/nl4dv/nl4dv/master/overview.gif)
        
        ### Setup Instructions, API Documentation, and Examples
        These can all be found on [NL4DV's project website](https://nl4dv.github.io/nl4dv/documentation.html).
        
        ### Credits
        NL4DV was created by 
        <a target="_blank" href="https://www.cc.gatech.edu/~anarechania3">Arpit Narechania</a>, <a target="_blank" href="https://arjun010.github.io/">Arjun Srinivasan</a>, and <a href="https://www.cc.gatech.edu/~john.stasko/">John Stasko</a> of the <a target="_blank" href="http://vis.gatech.edu/">Georgia Tech Visualization Lab.</a>
        
        We thank <a target="_blank"  href="https://www.linkedin.com/in/rmitra34/">Rishab Mitra</a> for helping build some of our debugger applications and members of the <a target="_blank" href="http://vis.gatech.edu/">Georgia Tech Visualization Lab</a> for their support and constructive feedback.</p>
        
        ##### Citation
        
        ```bibTeX
        @article{narechaniaNL4DV2020,
          title = {{NL4DV}: A {Toolkit} for Generating {Analytic Specifications} for {Data Visualization} from {Natural Language} Queries},
          shorttitle = {{NL4DV}},
          author = {{Narechania}, Arpit and {Srinivasan}, Arjun and {Stasko}, John},
          journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
          doi = {10.1109/TVCG.2020.3030378},
          year = {2020},
          publisher = {IEEE}
        }
        ```
        
        ### License
        The software is available under the [MIT License](https://github.com/nl4dv/nl4dv/blob/master/LICENSE).
        
        ### Contact
        If you have any questions, feel free to [open an issue](https://github.com/nl4dv/nl4dv/issues/new/choose) or contact [Arpit Narechania](https://www.cc.gatech.edu/~anarechania3).
        
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