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
Keywords
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
Keywords from Contributors
measur archiving transforms compose optimize observation animals generic charts products
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
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 5 years ago)
- Default Branch: master
- Last Pushed: 2023-12-14T16:08:13.000Z (over 1 year ago)
- Last Synced: 2024-05-08T03:32:41.590Z (about 1 year 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: 127
- Watchers: 4
- Forks: 23
- Open Issues: 2
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: NL4DV
- Login: nl4dv
- Email: [email protected]
- Kind: organization
- Description: Natural Language Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language Queries
- Website: https://nl4dv.github.io
- Location: Atlanta, GA
- Twitter: GT_Vis
- Company:
- Icon url: https://avatars.githubusercontent.com/u/64604560?v=4
- Repositories: 1
- Last ynced at: 2023-03-11T10:05:58.144Z
- Profile URL: https://github.com/nl4dv
GitHub Events
Total
- Issues event: 21
- Watch event: 128
- Delete event: 12
- Issue comment event: 28
- Push event: 141
- Pull request event: 9
- Fork event: 27
- Create event: 23
Last Year
- Delete event: 1
- Fork event: 5
- Issue comment event: 7
- Issues event: 1
- Push event: 2
- Watch event: 32
Committers metadata
Last synced: over 1 year ago
Total Commits: 192
Total Committers: 6
Avg Commits per committer: 32.0
Development Distribution Score (DDS): 0.141
Commits in past year: 5
Committers in past year: 3
Avg Commits per committer in past year: 1.667
Development Distribution Score (DDS) in past year: 0.4
| Name | Commits | |
|---|---|---|
| Arpit Narechania | a****a@g****u | 165 |
| rmitra34 | r****4@g****u | 15 |
| Arpit Narechania | a****a@g****m | 7 |
| rishabmtr | r****r@g****m | 3 |
| Arjun Srinivasan | a****0@g****m | 1 |
| dependabot[bot] | 4****] | 1 |
Committer domains:
- gatech.edu: 2
Issue and Pull Request metadata
Last synced: 11 months ago
Total issues: 12
Total pull requests: 5
Average time to close issues: 2 months
Average time to close pull requests: about 1 month
Total issue authors: 6
Total pull request authors: 3
Average comments per issue: 1.67
Average comments per pull request: 1.6
Merged pull request: 1
Bot issues: 0
Bot pull requests: 3
Past year issues: 1
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 0
Past year average comments per issue: 8.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- arpitnarechania (7)
- diptenduLF (1)
- npow (1)
- rmitra34 (1)
- shariqak14 (1)
- waddah12alhajar (1)
Top Pull Request Authors
- dependabot[bot] (3)
- helt (1)
- light-and-salt (1)
Top Issue Labels
- bug (3)
- enhancement (2)
Top Pull Request Labels
- dependencies (3)
- enhancement (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 35 last-month
- Total dependent packages: 0
- Total dependent repositories: 2
- Total versions: 8
- Total maintainers: 1
pypi.org: nl4dv
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).
- Homepage: https://github.com/nl4dv/nl4dv
- Documentation: https://nl4dv.readthedocs.io/
- Licenses: LICENSE
- Latest release: 2.1.0 (published almost 2 years ago)
- Last Synced: 2024-06-09T11:20:30.425Z (11 months ago)
- Versions: 8
- Dependent Packages: 0
- Dependent Repositories: 2
- Downloads: 35 Last month
-
Rankings:
- Stargazers count: 7.022%
- Forks count: 8.551%
- Dependent packages count: 10.069%
- Average: 10.957%
- Dependent repos count: 11.568%
- Downloads: 17.576%
- Maintainers (1)
Dependencies
- Flask ==2.0.3
- Flask-Compress ==1.3.0
- ipython ==7.16.3
- fuzzywuzzy *
- nltk *
- pytest *
- pytest-cov *
- python-Levenshtein *
- si-prefix *
- spacy *
- vega *
- fuzzywuzzy *
- nltk *
- pytest *
- pytest-cov *
- python-Levenshtein *
- si-prefix *
- spacy *
- vega *
Score: 10.289158033316113