https://github.com/DerwenAI/pytextrank
graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank
Score: 21.974129628861363
Last synced: about 19 hours ago
JSON representation
Repository metadata:
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
- Host: GitHub
- URL: https://github.com/DerwenAI/pytextrank
- Owner: DerwenAI
- License: mit
- Created: 2016-10-02T18:39:12.000Z (about 10 years ago)
- Default Branch: main
- Last Pushed: 2026-06-24T03:52:57.000Z (4 months ago)
- Last Synced: 2026-10-29T05:38:41.247Z (4 days ago)
- Topics: graph-algorithms, machine-learning, natural-language, natural-language-processing, nlp, python, spacy, spacy-extension, summarization, textgraphs, textrank
- Language: Python
- Homepage: https://derwen.ai/docs/ptr/
- Size: 1.63 MB
- Stars: 2,219
- Watchers: 61
- Forks: 332
- Open Issues: 26
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: code_of_conduct.md
- Citation: CITATION
- Security: SECURITY.md
-
Funding:
- Github: ceteri
Owner metadata:
- Name: derwen.ai
- Login: DerwenAI
- Email:
- Kind: organization
- Description: We provide enterprise customers with full-stack engineering for AI applications at enterprise scale, emphasizing open source integration.
- Website: https://derwen.ai/
- Location: Sebastopol, CA
- Twitter: derwen_ai
- Company:
- Icon url: https://avatars.githubusercontent.com/u/38992803?v=4
- Repositories: 13
- Last Synced at: 2026-10-31T23:49:21.288Z
- Profile URL: https://github.com/DerwenAI
GitHub Events
Total
- Commit comment event: 5
- Create event: 5
- Delete event: 1
- Fork event: 1
- Issue comment event: 3
- Issues event: 1
- Member event: 1
- Pull request event: 7
- Push event: 4
- Watch event: 63
- Total: 91
Last Year
- Create event: 2
- Delete event: 1
- Pull request event: 5
- Push event: 2
- Watch event: 5
- Total: 15
Committers metadata
Last synced: 2 days ago
Total Commits: 327
Total Committers: 19
Avg Commits per committer: 17.211
Development Distribution Score (DDS): 0.287
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Paco Nathan | c****i@g****m | 233 |
| Tom Aarsen | C****v@g****m | 32 |
| Ankush-Chander | a****r@g****m | 30 |
| Louis Guitton | l****3@g****m | 8 |
| snyk-bot | s****t@s****o | 6 |
| Ben Han | b****n@d****m | 2 |
| 0dB | 0****B | 2 |
| Daniel Claborne | d****e@g****m | 2 |
| Michał Nowotka | m****w@g****m | 2 |
| DayalStrub | s****l@g****m | 1 |
| HarshGrandeur | h****3@g****m | 1 |
| Jake Carter | 3****t | 1 |
| Jun Chen | j****2@g****m | 1 |
| Sai Thejeshwar | s****r@g****m | 1 |
| anna-droid-beep | a****h@c****r | 1 |
| dimmu | d****s@g****m | 1 |
| kjam | k****l@g****m | 1 |
| zhan xiong | z****g@m****m | 1 |
| æriess | i****e@g****m | 1 |
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 59
Total pull requests: 96
Average time to close issues: about 1 year
Average time to close pull requests: about 1 month
Total issue authors: 43
Total pull request authors: 12
Average comments per issue: 2.88
Average comments per pull request: 0.48
Merged pull request: 63
Bot issues: 0
Bot pull requests: 4
Past year issues: 0
Past year pull requests: 6
Past year average time to close issues: N/A
Past year average time to close pull requests: 2 months
Past year issue authors: 0
Past year pull request authors: 2
Past year average comments per issue: 0
Past year average comments per pull request: 0.33
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 4
Top Issue Authors
- ceteri (4)
- louisguitton (4)
- DayalStrub (3)
- Ankush-Chander (3)
- 0dB (3)
- Ayenem (2)
- Fan-Luo (2)
- BrandonKMLee (2)
- debraj135 (2)
- repodiac (1)
- CaptXiong (1)
- kaiyungtan (1)
- davesnake01 (1)
- Vignesh9395 (1)
- ghost (1)
Top Pull Request Authors
- ceteri (64)
- Ankush-Chander (8)
- tomaarsen (5)
- snyk-bot (4)
- dependabot[bot] (4)
- louisguitton (3)
- sww (2)
- jake-aft (2)
- clabornd (1)
- dayalstrub-cma (1)
- 0dB (1)
- CaptXiong (1)
Top Issue Labels
- question (30)
- enhancement (16)
- good first issue (9)
- howto (9)
- kg (9)
- help wanted (8)
- bug (7)
- summarization (1)
Top Pull Request Labels
- python (4)
- dependencies (4)
- enhancement (1)
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 81,188 last-month
- Total docker downloads: 605
- Total dependent packages: 6 (may contain duplicates)
- Total dependent repositories: 90 (may contain duplicates)
- Total versions: 64
- Total maintainers: 1
pypi.org: pytextrank
Python implementation of TextRank as a spaCy pipeline extension, for graph-based natural language work plus related knowledge graph practices; used for for phrase extraction of text documents.
- Homepage:
- Documentation: https://pytextrank.readthedocs.io/
- Licenses: MIT License
- Latest release: 3.3.0 (published over 2 years ago)
- Last Synced: 2026-10-31T14:07:21.197Z (2 days ago)
- Versions: 20
- Dependent Packages: 6
- Dependent Repositories: 90
- Downloads: 81,188 Last month
- Docker Downloads: 605
-
Rankings:
- Dependent packages count: 1.401%
- Downloads: 1.508%
- Dependent repos count: 1.571%
- Stargazers count: 1.572%
- Average: 2.134%
- Forks count: 2.763%
- Docker downloads count: 3.988%
- Maintainers (1)
proxy.golang.org: github.com/DerwenAI/pytextrank
- Homepage:
- Documentation: https://pkg.go.dev/github.com/DerwenAI/pytextrank#section-documentation
- Licenses: mit
- Latest release: v3.3.0+incompatible (published over 2 years ago)
- Last Synced: 2026-10-31T14:07:31.504Z (2 days ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.449%
- Average: 5.632%
- Dependent repos count: 5.815%
proxy.golang.org: github.com/derwenai/pytextrank
- Homepage:
- Documentation: https://pkg.go.dev/github.com/derwenai/pytextrank#section-documentation
- Licenses: mit
- Latest release: v3.3.0+incompatible (published over 2 years ago)
- Last Synced: 2026-10-31T14:07:51.705Z (2 days ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.449%
- Average: 5.632%
- Dependent repos count: 5.815%
Dependencies
- icecream >=2.0
- bandit * development
- check-manifest >=0.48 development
- codespell * development
- coverage * development
- flask * development
- grayskull * development
- jupyterlab >=3.1.4 development
- mistune * development
- mkdocs-git-revision-date-plugin * development
- mkdocs-material * development
- mknotebooks * development
- mkrefs >=0.2.0 development
- mypy * development
- nbconvert >=6.4 development
- nbmake >=1.0 development
- notebook >=6.1.5 development
- pipdeptree * development
- pre-commit * development
- pylint >=2.7.0 development
- pymdown-extensions * development
- pytest * development
- selenium * development
- twine * development
- wheel * development
- altair >=4.1.0
- graphviz >=0.13
- icecream >=2.1
- networkx >=2.6
- pygments >=2.7.4
- scipy >=1.7
- spacy >=3.0