https://github.com/nltk/nltk

machine-learning natural-language-processing nlp nltk python

Score: 36.51976365700498

Last synced: about 9 hours ago
JSON representation

Repository metadata:

NLTK Source

Host: GitHub
URL: https://github.com/nltk/nltk
Owner: nltk
License: apache-2.0
Created: 2009-09-07T10:53:58.000Z (over 16 years ago)
Default Branch: develop
Last Pushed: 2026-01-10T07:49:54.000Z (27 days ago)
Last Synced: 2026-01-20T18:37:20.662Z (16 days ago)
Topics: machine-learning, natural-language-processing, nlp, nltk, python
Language: Python
Homepage: https://www.nltk.org
Size: 338 MB
Stars: 14,465
Watchers: 442
Forks: 2,980
Open Issues: 288
Metadata Files:
- Readme: README.md
- Changelog: ChangeLog
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Citation: CITATION.cff
- Security: SECURITY.md
- Authors: AUTHORS.md

Owner metadata:

Name: Natural Language Toolkit
Login: nltk
Email:
Kind: organization
Description:
Website: http://nltk.org
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/124114?v=4
Repositories: 10
Last Synced at: 2024-03-25T20:23:21.452Z
Profile URL: https://github.com/nltk

GitHub Events

Total

Commit comment event: 7
Create event: 4
Delete event: 3
Fork event: 91
Gollum event: 4
Issue comment event: 353
Issues event: 105
Pull request event: 103
Pull request review comment event: 64
Pull request review event: 89
Push event: 43
Watch event: 827
Total: 1693

Last Year

Commit comment event: 7
Create event: 4
Delete event: 3
Fork event: 53
Gollum event: 4
Issue comment event: 270
Issues event: 73
Pull request event: 92
Pull request review comment event: 64
Pull request review event: 86
Push event: 42
Watch event: 540
Total: 1238

Committers metadata

Last synced: about 12 hours ago

Total Commits: 13,451
Total Committers: 481
Avg Commits per committer: 27.965
Development Distribution Score (DDS): 0.691

Commits in past year: 164
Committers in past year: 18
Avg Commits per committer in past year: 9.111
Development Distribution Score (DDS) in past year: 0.573

Name	Email	Commits
Steven Bird	s**1@g**m	4152
Edward Loper	e**r@l**u	2188
Ewan Klein	e**n@g**m	1477
alvations	a**s@g**m	739
Dan Garrette	d**e@g**m	357
Mikhail Korobov	k**4@g**m	276
Pierpaolo Pantone	2**o@g**m	257
Steven Xu		193
Ilia Kurenkov	i**v@g**m	178
Tom Aarsen	C**v@g**m	175
Eric Kafe	k**c@g**m	168
Will Roberts	w**s@r**e	154
Peter Ljunglöf	p**f@h**e	106
Paul Bone	p**e@c**u	94
Sumukh Ghodke	s**e@g**m	91
Dmitrijs Milajevs	d**t@g**m	91
hoontw	h**w@g**m	80
Joel Nothman	j**n@s**u	79
Joseph Frazee	j**e@g**m	72
nschneid	n**t@g**m	72
Marcus Uneson	m**n@g**m	69
purificant	p****t	66
Haejoong Lee	h**g@l**u	65
Mike Recachinas	m**p@v**u	65
Trevor Cohn	t**n@c**u	64
xim	x**t@a**o	63
lrnzcig	l**g@g**m	62
Long Duong	l**9@g**m	59
Rob Speer	r**r@m**u	56
Greg Aumann	g**n@g**m	53
and 451 more...

Issue and Pull Request metadata

Last synced: 22 days ago

Total issues: 283
Total pull requests: 259
Average time to close issues: 11 months
Average time to close pull requests: 4 months
Total issue authors: 243
Total pull request authors: 90
Average comments per issue: 3.78
Average comments per pull request: 2.82
Merged pull request: 142
Bot issues: 0
Bot pull requests: 1

Past year issues: 39
Past year pull requests: 76
Past year average time to close issues: 17 days
Past year average time to close pull requests: 16 days
Past year issue authors: 29
Past year pull request authors: 23
Past year average comments per issue: 1.36
Past year average comments per pull request: 3.04
Past year merged pull request: 32
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/nltk/nltk

Top Issue Authors

ekaf (13)
alvations (12)
BLKSerene (3)
mcepl (2)
hiDevman (2)
purificant (2)
shavetakhepra (2)
DavidNemeskey (2)
TomerYS (2)
Killpit (2)
kloczek (2)
tomaarsen (2)
LordTT (2)
asrelo (2)
ExplodingCabbage (2)

Top Pull Request Authors

ekaf (64)
purificant (24)
tomaarsen (12)
alvations (11)
HyperPS (7)
Mike014 (6)
Shazid08 (4)
WilliamPLaCroix (4)
Copilot (3)
smithct2 (3)
josecols (2)
naktinis (2)
drewvid (2)
Higgs32584 (2)
eidheim (2)

Top Issue Labels

enhancement (11)
wordnet (9)
bug (9)
nltk_data (8)
corpus (8)
good first issue (7)
tokenizer (7)
SMT (6)
inactive (5)
critical (5)
resolved (5)
invalid (4)
tagger (4)
CI (4)
nice idea (3)
pythonic (3)
documentation (3)
installation (3)
tests (2)
metrics (2)
pleaseverify (2)
admin (2)
internals (2)
windows related (2)
parsing (2)
stanford api (2)
stem/lemma (2)
multithread / multiprocessing (2)
classifier (1)
language-model (1)

Top Pull Request Labels

corpus (37)
tokenizer (31)
CI (26)
tagger (18)
parsing (17)
metrics (15)
stem/lemma (12)
GUI (11)
classifier (10)
critical (8)
enhancement (7)
admin (6)
bug (5)
sentiment (4)
internals (4)
tests (3)
language-model (3)
twitter (2)
cluster (2)
wordnet (2)
nice idea (2)
translate (2)
plot (1)
needs review (1)
cli (1)
documentation (1)
pythonic (1)
inactive (1)
LGTM (1)
dependencies (1)

Package metadata

Total packages: 19
Total downloads:
- pypi: 46,627,988 last-month
Total docker downloads: 974,969,708
Total dependent packages: 1,491 (may contain duplicates)
Total dependent repositories: 59,006 (may contain duplicates)
Total versions: 126
Total maintainers: 7
Total advisories: 5

pypi.org: nltk

Natural Language Toolkit

Homepage: https://www.nltk.org/
Documentation: https://www.nltk.org/
Licenses: Apache License, Version 2.0
Latest release: 3.9.2 (published 4 months ago)
Last Synced: 2026-02-04T20:54:08.161Z (1 day ago)
Versions: 64
Dependent Packages: 1,440
Dependent Repositories: 57,572
Downloads: 46,627,988 Last month
Docker Downloads: 974,969,708
Rankings:
- Dependent packages count: 0.021%
- Dependent repos count: 0.024%
- Downloads: 0.071%
- Average: 0.199%
- Docker downloads count: 0.276%
- Forks count: 0.394%
- Stargazers count: 0.406%
Maintainers (5)
- alvations
- stevenbird
- iliakur
- tomaarsen
- purificant
Advisories:

alpine-v3.18: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.8.1-r1 (published almost 3 years ago)
Last Synced: 2026-01-18T13:18:46.531Z (19 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.539%
- Forks count: 0.828%
- Stargazers count: 1.327%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.18: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.8.1-r1 (published almost 3 years ago)
Last Synced: 2026-02-04T01:22:35.014Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.539%
- Forks count: 0.828%
- Stargazers count: 1.327%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-edge: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.2-r0 (published 4 months ago)
Last Synced: 2026-02-03T05:10:15.501Z (3 days ago)
Versions: 9
Dependent Packages: 2
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 0.732%
- Stargazers count: 1.331%
- Average: 1.364%
- Dependent packages count: 3.393%
Maintainers (1)
- wpsinatra@gmail.com

conda-forge.org: nltk

Homepage: http://nltk.org/
Licenses: Apache-2.0
Latest release: 3.6.7 (published about 4 years ago)
Last Synced: 2026-02-01T14:34:26.358Z (5 days ago)
Versions: 15
Dependent Packages: 43
Dependent Repositories: 717
Rankings:
- Dependent repos count: 0.948%
- Dependent packages count: 1.632%
- Average: 1.789%
- Forks count: 2.106%
- Stargazers count: 2.471%

alpine-edge: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.2-r0 (published 4 months ago)
Last Synced: 2026-02-03T05:09:06.982Z (3 days ago)
Versions: 7
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 0.802%
- Stargazers count: 1.369%
- Average: 4.076%
- Dependent packages count: 14.133%
Maintainers (1)
- wpsinatra@gmail.com

alpine-v3.17: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.7-r1 (published over 3 years ago)
Last Synced: 2026-02-03T13:44:52.270Z (3 days ago)
Versions: 1
Dependent Packages: 2
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 0.803%
- Stargazers count: 1.336%
- Average: 5.273%
- Dependent packages count: 18.951%
Maintainers (1)
- iztok@iztok-jr-fister.eu

proxy.golang.org: github.com/nltk/nltk

Homepage:
Documentation: https://pkg.go.dev/github.com/nltk/nltk#section-documentation
Licenses: apache-2.0
Latest release: v3.9.2+incompatible (published 4 months ago)
Last Synced: 2026-01-30T05:16:08.407Z (7 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.15%
- Average: 5.323%
- Dependent repos count: 5.496%

anaconda.org: nltk

NLTK has been called a wonderful tool for teaching and working in computational linguistics using Python and an amazing library to play with natural language.

Homepage: https://www.nltk.org
Licenses: Apache-2.0
Latest release: 3.9.2 (published 4 months ago)
Last Synced: 2026-01-22T09:50:55.756Z (15 days ago)
Versions: 17
Dependent Packages: 4
Dependent Repositories: 717
Rankings:
- Dependent repos count: 5.713%
- Forks count: 6.081%
- Stargazers count: 6.787%
- Average: 10.037%
- Dependent packages count: 21.567%

alpine-v3.23: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.2-r0 (published 4 months ago)
Last Synced: 2026-02-03T15:12:45.253Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

alpine-v3.23: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.2-r0 (published 4 months ago)
Last Synced: 2026-02-03T15:12:45.187Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:

alpine-v3.22: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.1-r0 (published about 1 year ago)
Last Synced: 2026-01-27T13:55:53.329Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- wpsinatra@gmail.com

alpine-v3.22: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.1-r0 (published about 1 year ago)
Last Synced: 2026-01-30T05:14:48.574Z (7 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- wpsinatra@gmail.com

alpine-v3.19: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.8.1-r2 (published over 2 years ago)
Last Synced: 2026-02-03T13:36:11.491Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.20: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.8.1-r3 (published almost 2 years ago)
Last Synced: 2026-02-03T13:19:09.878Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.21: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.1-r0 (published about 1 year ago)
Last Synced: 2026-01-27T13:54:58.973Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- wpsinatra@gmail.com

alpine-v3.19: py3-nltk-pyc

Precompiled Python bytecode for py3-nltk

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.8.1-r2 (published over 2 years ago)
Last Synced: 2026-02-02T15:24:36.247Z (4 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

alpine-v3.21: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.9.1-r0 (published about 1 year ago)
Last Synced: 2026-01-30T05:15:14.983Z (7 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- wpsinatra@gmail.com

alpine-v3.20: py3-nltk

Natural Language Toolkit

Homepage: https://github.com/nltk/nltk
Licenses: Apache-2.0
Latest release: 3.8.1-r3 (published almost 2 years ago)
Last Synced: 2026-02-03T13:20:47.937Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- iztok@iztok-jr-fister.eu

Dependencies

.github/workflows/cffconvert.yml actions

actions/checkout v3 composite
citation-file-format/cffconvert-github-action 2.0.0 composite

.github/workflows/ci.yaml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-java v3 composite
actions/setup-python v3 composite
pre-commit/action v2.0.3 composite

.github/workflows/labeler.yml actions

actions/labeler v4 composite

requirements-ci.txt pypi

click *
gensim >=4.0.0
markdown-it-py *
matplotlib *
mdit-plain *
mdit-py-plugins *
pytest *
pytest-mock *
pytest-xdist *
pyyaml *
regex *
scikit-learn *
tqdm *
twython *

requirements-test.txt pypi

pylint * test
pytest >=6.0.1 test
pytest-cov >=2.10.1 test
pytest-mock * test
tox * test

setup.py pypi

click *
joblib *
regex >=2021.8.3
tqdm *

ecosyste.ms

Data

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Experiments

Summary

https://github.com/nltk/nltk

Repository metadata:

Owner metadata:

GitHub Events

Total

Last Year

Committers metadata

Issue and Pull Request metadata

Top Issue Authors

Top Pull Request Authors

Top Issue Labels

Top Pull Request Labels

Package metadata

pypi.org: nltk

alpine-v3.18: py3-nltk

alpine-v3.18: py3-nltk-pyc

alpine-edge: py3-nltk

conda-forge.org: nltk

alpine-edge: py3-nltk-pyc

alpine-v3.17: py3-nltk

proxy.golang.org: github.com/nltk/nltk

anaconda.org: nltk

alpine-v3.23: py3-nltk-pyc

alpine-v3.23: py3-nltk

alpine-v3.22: py3-nltk-pyc

alpine-v3.22: py3-nltk

alpine-v3.19: py3-nltk

alpine-v3.20: py3-nltk-pyc

alpine-v3.21: py3-nltk-pyc

alpine-v3.19: py3-nltk-pyc

alpine-v3.21: py3-nltk

alpine-v3.20: py3-nltk

Dependencies