https://github.com/nl4dv/nl4dv

A python toolkit to create Visualizations (Vis) using natural language (NL) or add an NL interface to existing Vis.
https://github.com/nl4dv/nl4dv

conversational conversational-interaction conversational-interactions data-visualization datascience jupyter-notebook natural-language natural-language-interface natural-language-processing nl-interface opensource python toolkit vega-lite visualization

Last synced: 3 months ago
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A python toolkit to create Visualizations (Vis) using natural language (NL) or add an NL interface to existing Vis.

• Host: GitHub
• URL: https://github.com/nl4dv/nl4dv
• Owner: nl4dv
• License: mit
• Created: 2020-04-30T21:50:18.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2023-12-14T16:08:13.000Z (7 months ago)
• Last Synced: 2024-03-29T17:08:11.744Z (3 months ago)
• Topics: conversational, conversational-interaction, conversational-interactions, data-visualization, datascience, jupyter-notebook, natural-language, natural-language-interface, natural-language-processing, nl-interface, opensource, python, toolkit, vega-lite, visualization
• Language: Python
• Homepage: https://nl4dv.github.io
• Size: 24.8 MB
• Stars: 125
• Watchers: 5
• Forks: 23
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-viz - NL4DV - 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: (1) Data attributes, (2) Analytic tasks, and (3) Visualizations (Vega-Lite specifications). The [showcase](https://nl4dv.github.io/nl4dv/showcase.html) shows example use cases and applications. [Presented](https://youtu.be/U5uDyILweu8) at IEEE VIS 2020. (Also No Code) ([↑](#contents) Declarative)