https://github.com/modin-project/modin

analytics data-science dataframe datascience distributed modin pandas python sql

Score: 31.35605165396749

Last synced: about 11 hours ago
JSON representation

Repository metadata:

Modin: Scale your Pandas workflows by changing a single line of code

Host: GitHub
URL: https://github.com/modin-project/modin
Owner: modin-project
License: apache-2.0
Created: 2018-06-21T21:35:05.000Z (about 8 years ago)
Default Branch: main
Last Pushed: 2026-02-10T20:52:42.000Z (7 months ago)
Last Synced: 2026-08-24T15:09:42.776Z (1 day ago)
Topics: analytics, data-science, dataframe, datascience, distributed, modin, pandas, python, sql
Language: Python
Homepage: http://modin.readthedocs.io
Size: 51.3 MB
Stars: 10,390
Watchers: 109
Forks: 680
Open Issues: 713
Metadata Files:
- Readme: README.md
- Contributing: contributing/clone_my_modin.png
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS
- Support: docs/supported_apis/dataframe_supported.rst
- Notice: NOTICE

Owner metadata:

Name: modin-project
Login: modin-project
Email:
Kind: organization
Description:
Website: http://modin.org
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/40475955?v=4
Repositories: 9
Last Synced at: 2024-03-25T20:23:07.500Z
Profile URL: https://github.com/modin-project

GitHub Events

Total

Create event: 29
Fork event: 21
Issue comment event: 101
Issues event: 215
Pull request event: 218
Pull request review comment event: 497
Pull request review event: 430
Push event: 220
Release event: 3
Watch event: 466
Total: 2200

Last Year

Create event: 2
Fork event: 5
Issue comment event: 7
Issues event: 21
Pull request event: 19
Pull request review comment event: 37
Pull request review event: 33
Push event: 33
Release event: 1
Watch event: 61
Total: 219

Committers metadata

Last synced: 6 days ago

Total Commits: 3,020
Total Committers: 143
Avg Commits per committer: 21.119
Development Distribution Score (DDS): 0.767

Commits in past year: 17
Committers in past year: 5
Avg Commits per committer in past year: 3.4
Development Distribution Score (DDS) in past year: 0.706

Name	Email	Commits
Anatoly Myachev	a**v@i**m	704
Devin Petersohn	d****n	572
Dmitry Chigarev	6****v	250
YarShev	y**v@i**m	162
Mahesh Vashishtha	m****a	154
Vasilij Litvinov	v**v@i**m	110
Andrey Pavlenko	a**o@g**m	101
amyskov	5****v	92
Alexey Prutskov	a**v@i**m	85
Gregory Shimansky	g**y@i**m	74
William Ma	1****2	68
Mahesh Vashishtha	m**a@s**m	58
Rehan Sohail Durrani	r**n@p**o	50
ienkovich	i**h@i**m	41
Jonathan Shi	j**7@g**m	40
Arun Jose	4****6	31
Karthik Velayutham	v**k@p**o	27
Omkar Salpekar	o**r@b**u	27
Jonathan Shi	1****i	26
Igor Zamyatin	i**n@i**m	21
John Kew	j**w@s**m	20
Kirill Suvorov	k**v@i**m	18
Naren Krishna	9****r	18
Simon Mo	x**o@b**u	16
jeffreykennethli	j**i@p**o	14
Eran Avidan	e**n@g**m	13
jbrockmendel	j**l@g**m	11
Kunal Gosar	g**9@g**m	11
Rubtsowa	m**a@i**m	11
Rehan Sohail Durrani	r**i@b**u	8
and 113 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 4,261
Total pull requests: 3,662
Average time to close issues: 5 months
Average time to close pull requests: 21 days
Total issue authors: 654
Total pull request authors: 167
Average comments per issue: 1.7
Average comments per pull request: 3.7
Merged pull request: 3,132
Bot issues: 0
Bot pull requests: 8

Past year issues: 26
Past year pull requests: 38
Past year average time to close issues: 3 days
Past year average time to close pull requests: 6 days
Past year issue authors: 8
Past year pull request authors: 11
Past year average comments per issue: 0.27
Past year average comments per pull request: 0.21
Past year merged pull request: 25
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

anmyachev (705)
devin-petersohn (338)
dchigarev (331)
mvashishtha (244)
aregm (214)
YarShev (190)
gshimansky (121)
amyskov (120)
vnlitvinov (111)
prutskov (97)
Rubtsowa (88)
AndreyPavlenko (77)
ienkovich (73)
sfc-gh-mvashishtha (72)
RehanSD (61)

Top Pull Request Authors

anmyachev (908)
devin-petersohn (568)
dchigarev (285)
YarShev (195)
mvashishtha (171)
sfc-gh-mvashishtha (139)
AndreyPavlenko (111)
vnlitvinov (97)
prutskov (88)
williamma12 (81)
amyskov (79)
RehanSD (78)
noloerino (58)
gshimansky (54)
arunjose696 (52)

Top Issue Labels

bug 🦗 (1,484)
P2 (659)
new feature/request 💬 (575)
P1 (420)
P3 (373)
HDK (363)
Performance 🚀 (351)
pandas concordance 🐼 (330)
Code Quality 💯 (318)
Testing 📈 (261)
documentation 📜 (236)
External (181)
dependencies 🔗 (144)
question ❓ (139)
P0 (124)
CI (114)
Needs more information ❔ (111)
Internals (111)
pandas.series (86)
Ray ⚡ (85)
Triage 🩹 (80)
good first issue 🔰 (69)
pandas.groupby (68)
pandas.io (60)
pandas.dataframe (60)
Dask ⚡ (49)
Epic (49)
Benchmarking 🏁 (47)
Regression ↩️ (37)
Backport :back: (33)

Top Pull Request Labels

Ready for review (600)
hybrid-execution (62)
P0 (35)
documentation 📜 (22)
HDK (19)
P1 (17)
bug 🦗 (15)
Testing 📈 (11)
Backport :back: (11)
Code Quality 💯 (9)
Performance 🚀 (9)
Blocked ❌ (8)
dependencies 🔗 (7)
Needs Review (4)
CI (4)
partitions reshuffling 🔀 (3)
External (3)
Ray ⚡ (3)
Cloud ☁️ (3)
python (2)
Benchmarking 🏁 (2)
new feature/request 💬 (2)
XGBoost (2)
Memory 💾 (1)
pandas concordance 🐼 (1)
Internals (1)
sql (1)
Regression ↩️ (1)

Package metadata

Total packages: 19
Total downloads:
- conda: 174,340
- pypi: 1,450,142 last-month
Total docker downloads: 24,495,698
Total dependent packages: 56 (may contain duplicates)
Total dependent repositories: 310 (may contain duplicates)
Total versions: 377
Total maintainers: 8

pypi.org: modin

Modin: Make your pandas code run faster by changing one line of code.

Homepage: https://github.com/modin-project/modin
Documentation: https://modin.readthedocs.io/
Licenses: Apache 2
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-08-24T15:02:47.466Z (1 day ago)
Versions: 110
Dependent Packages: 18
Dependent Repositories: 302
Downloads: 1,450,142 Last month
Docker Downloads: 24,495,698
Rankings:
- Stargazers count: 0.263%
- Downloads: 0.328%
- Dependent packages count: 0.595%
- Docker downloads count: 0.71%
- Average: 0.782%
- Dependent repos count: 0.842%
- Forks count: 1.952%
Maintainers (7)
- devin-petersohn
- msv
- rehan-durrani
- dchigarev
- vnlitvinov
- YarShev
- anmyachev

proxy.golang.org: github.com/Modin-project/modin

Homepage:
Documentation: https://pkg.go.dev/github.com/Modin-project/modin#section-documentation
Licenses: apache-2.0
Latest release: v0.6.3 (published almost 7 years ago)
Last Synced: 2026-08-24T15:05:15.539Z (1 day ago)
Versions: 19
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.73%
- Average: 4.889%
- Dependent repos count: 5.048%

proxy.golang.org: github.com/modin-project/modin

Homepage:
Documentation: https://pkg.go.dev/github.com/modin-project/modin#section-documentation
Licenses: apache-2.0
Latest release: v0.6.3 (published almost 7 years ago)
Last Synced: 2026-08-24T15:02:48.331Z (1 day ago)
Versions: 19
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.521%
- Average: 6.74%
- Dependent repos count: 6.959%

conda-forge.org: modin-core

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.17.0 (published almost 4 years ago)
Last Synced: 2026-04-01T03:21:39.637Z (5 months ago)
Versions: 22
Dependent Packages: 9
Dependent Repositories: 1
Rankings:
- Stargazers count: 3.284%
- Dependent packages count: 6.452%
- Forks count: 6.647%
- Average: 10.198%
- Dependent repos count: 24.407%

conda-forge.org: modin-dask

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.17.0 (published almost 4 years ago)
Last Synced: 2026-08-12T01:02:14.616Z (14 days ago)
Versions: 22
Dependent Packages: 5
Dependent Repositories: 1
Rankings:
- Stargazers count: 3.284%
- Forks count: 6.647%
- Dependent packages count: 10.42%
- Average: 11.189%
- Dependent repos count: 24.407%

conda-forge.org: modin

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.17.0 (published almost 4 years ago)
Last Synced: 2026-04-01T03:21:44.888Z (5 months ago)
Versions: 31
Dependent Packages: 3
Dependent Repositories: 2
Rankings:
- Stargazers count: 3.284%
- Forks count: 6.647%
- Average: 11.461%
- Dependent packages count: 15.649%
- Dependent repos count: 20.265%

conda-forge.org: modin-ray

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.17.0 (published almost 4 years ago)
Last Synced: 2026-04-01T03:21:26.250Z (5 months ago)
Versions: 22
Dependent Packages: 4
Dependent Repositories: 0
Rankings:
- Stargazers count: 3.085%
- Forks count: 6.169%
- Dependent packages count: 12.433%
- Average: 13.928%
- Dependent repos count: 34.025%

spack.io: py-modin

Modin: Make your pandas code run faster by changing one line of code.

Homepage: https://github.com/modin-project/modin
Licenses: []
Latest release: 0.16.2 (published almost 4 years ago)
Last Synced: 2026-08-24T15:02:47.994Z (1 day ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Stargazers count: 1.251%
- Forks count: 3.793%
- Average: 15.579%
- Dependent packages count: 57.274%
Maintainers (1)
- adamjstewart

conda-forge.org: modin-omnisci

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.15.3 (published almost 4 years ago)
Last Synced: 2026-04-01T16:16:01.060Z (5 months ago)
Versions: 18
Dependent Packages: 2
Dependent Repositories: 0
Downloads: 166,036 Total
Rankings:
- Stargazers count: 3.085%
- Forks count: 6.169%
- Average: 15.696%
- Dependent packages count: 19.506%
- Dependent repos count: 34.025%

anaconda.org: modin-core

Modin is a drop-in replacement for pandas. While pandas is single-threaded, Modin lets you instantly speed up your workflows by scaling pandas so it uses all of your cores. Modin works especially well on larger datasets, where pandas becomes painfully slow or runs out of memory.

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0 AND BSD-3-Clause
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-03-08T22:55:37.674Z (6 months ago)
Versions: 15
Dependent Packages: 7
Dependent Repositories: 1
Rankings:
- Dependent packages count: 5.98%
- Stargazers count: 8.577%
- Forks count: 13.984%
- Average: 19.986%
- Dependent repos count: 51.404%

anaconda.org: modin-dask

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0 AND BSD-3-Clause
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-03-08T22:55:36.715Z (6 months ago)
Versions: 15
Dependent Packages: 4
Dependent Repositories: 1
Rankings:
- Stargazers count: 8.577%
- Dependent packages count: 11.114%
- Forks count: 13.984%
- Average: 21.27%
- Dependent repos count: 51.404%

anaconda.org: modin-ray

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0 AND BSD-3-Clause
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-03-08T22:55:26.290Z (6 months ago)
Versions: 15
Dependent Packages: 3
Dependent Repositories: 0
Rankings:
- Stargazers count: 8.556%
- Dependent packages count: 12.58%
- Forks count: 13.324%
- Average: 23.039%
- Dependent repos count: 57.694%

conda-forge.org: modin-hdk

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.17.0 (published almost 4 years ago)
Last Synced: 2026-04-01T01:59:02.601Z (5 months ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Stargazers count: 3.085%
- Forks count: 6.169%
- Average: 23.614%
- Dependent repos count: 34.025%
- Dependent packages count: 51.175%

conda-forge.org: modin-all

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.17.0 (published almost 4 years ago)
Last Synced: 2026-04-01T01:58:20.604Z (5 months ago)
Versions: 22
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Stargazers count: 3.085%
- Forks count: 6.169%
- Average: 23.614%
- Dependent repos count: 34.025%
- Dependent packages count: 51.175%

anaconda.org: modin

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0 AND BSD-3-Clause
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-03-08T22:55:38.548Z (6 months ago)
Versions: 17
Dependent Packages: 1
Dependent Repositories: 2
Rankings:
- Stargazers count: 8.577%
- Forks count: 13.984%
- Average: 25.529%
- Dependent packages count: 30.655%
- Dependent repos count: 48.898%

anaconda.org: modin-all

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0 AND BSD-3-Clause
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-03-10T15:15:09.534Z (6 months ago)
Versions: 15
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 8,304 Total
Rankings:
- Stargazers count: 8.556%
- Forks count: 13.324%
- Average: 29.844%
- Dependent packages count: 39.804%
- Dependent repos count: 57.694%

anaconda.org: modin-omnisci

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0
Latest release: 0.15.2 (published about 4 years ago)
Last Synced: 2026-04-01T01:57:40.265Z (5 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Stargazers count: 8.827%
- Forks count: 13.629%
- Average: 29.988%
- Dependent packages count: 39.804%
- Dependent repos count: 57.694%

anaconda.org: modin-mpi

Homepage: https://github.com/modin-project/modin
Licenses: Apache-2.0 AND BSD-3-Clause
Latest release: 0.37.1 (published 11 months ago)
Last Synced: 2026-03-08T22:55:25.763Z (6 months ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 43.702%
- Average: 45.874%
- Dependent repos count: 48.045%

guix: python-modin

Make your pandas code run faster

Homepage: https://github.com/modin-project/modin
Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/python-science.scm#n1726
Licenses: asl2.0
Latest release: 0.37.1 (published 6 months ago)
Last Synced: 2026-04-27T16:42:22.062Z (4 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

Dependencies

.github/actions/run-core-tests/group_2/action.yml actions

setup.py pypi

fsspec >=2022.11.0
numpy >=1.22.4
packaging >=21.0
pandas >=2.2,<2.4
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./.github/actions/run-core-tests/group_1 * composite
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Slashgear/action-check-pr-title v4.3.0 composite
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.github/workflows/ci.yml actions

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codecov/codecov-action v4 composite
conda-incubator/setup-miniconda v3 composite
dorny/paths-filter v3 composite
nick-fields/retry v3 composite
${{(matrix.os=='ubuntu'&&(matrix.engine=='python'||matrix.engine=='native'||matrix.test_task=='group_4'))&&'motoserver/moto 5.0.13' || '' }} docker
${{matrix.os!='windows'&&'motoserver/moto 5.0.13' || '' }} docker
motoserver/moto 5.0.13 docker

.github/workflows/codeql.yml actions

actions/checkout v4 composite
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github/codeql-action/autobuild v3 composite
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continuumio/miniconda3 latest build

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actions/setup-python v5 composite

.github/actions/run-core-tests/group_1/action.yml actions

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./.github/actions/mamba-env * composite
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actions/upload-artifact v4 composite

.github/workflows/push-to-main.yml actions

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ubuntu 20.04 build

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examples/tutorial/jupyter/execution/pandas_on_ray/requirements.txt pypi

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.github/actions/run-core-tests/group_4/action.yml actions

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.github/workflows/publish-to-pypi.yml actions

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pypa/gh-action-pypi-publish release/v1 composite

docker/Dockerfile docker

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continuumio/miniconda3 latest build

docs/requirements-doc.txt pypi

click *
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ray >=2.10.0,<3
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sphinx <6.0.0
sphinx-click *
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sphinxcontrib_plantuml *

examples/tutorial/jupyter/execution/pandas_on_dask/requirements.txt pypi

fsspec >=2022.11.0
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requirements-dev.txt pypi

Jinja2 >=3.1.2 development
PyGithub >=1.58.0 development
asv ==0.5.1 development
black >=24.1.0 development
connectorx >=0.2.6a4 development
coverage >=7.1.0 development
dask >=2.22.0 development
dataframe-api-compat >=0.2.7 development
distributed >=2.22.0 development
fastparquet >=2022.12.0 development
flake8 >=6.0.0 development
flake8-no-implicit-concat >=0.3.4 development
flake8-print >=5.0.0 development
flask-cors * development
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pyarrow >=10.0.1 development
pygit2 >=1.9.2 development
pymssql >=2.1.5, development
pytest >=7.3.2 development
pytest-benchmark >=4.0.0 development
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pytest-xdist >=3.2.0 development
ray >=2.10.0,<3 development
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scipy >=1.10.0 development
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typing_extensions * development
xarray >=2022.12.0 development
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