https://github.com/modin-project/modin
analytics data-science dataframe datascience distributed modin pandas python sql
Score: 31.36665599640697
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 (almost 8 years ago)
- Default Branch: main
- Last Pushed: 2026-02-10T20:52:42.000Z (about 2 months ago)
- Last Synced: 2026-03-30T16:08:54.760Z (9 days ago)
- Topics: analytics, data-science, dataframe, datascience, distributed, modin, pandas, python, sql
- Language: Python
- Homepage: http://modin.readthedocs.io
- Size: 51.3 MB
- Stars: 10,364
- Watchers: 109
- Forks: 674
- Open Issues: 709
-
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
Committers metadata
Last synced: 1 day ago
Total Commits: 3,020
Total Committers: 143
Avg Commits per committer: 21.119
Development Distribution Score (DDS): 0.767
Commits in past year: 81
Committers in past year: 9
Avg Commits per committer in past year: 9.0
Development Distribution Score (DDS) in past year: 0.556
| Name | 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: 29 days ago
Total issues: 967
Total pull requests: 1,058
Average time to close issues: 9 months
Average time to close pull requests: 27 days
Total issue authors: 161
Total pull request authors: 55
Average comments per issue: 1.33
Average comments per pull request: 1.02
Merged pull request: 837
Bot issues: 0
Bot pull requests: 6
Past year issues: 106
Past year pull requests: 169
Past year average time to close issues: 6 days
Past year average time to close pull requests: 5 days
Past year issue authors: 18
Past year pull request authors: 11
Past year average comments per issue: 0.09
Past year average comments per pull request: 0.24
Past year merged pull request: 125
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- anmyachev (233)
- dchigarev (93)
- mvashishtha (68)
- sfc-gh-mvashishtha (67)
- YarShev (39)
- AndreyPavlenko (38)
- aregm (28)
- sfc-gh-joshi (24)
- sfc-gh-jkew (21)
- noloerino (20)
- arunjose696 (17)
- devin-petersohn (14)
- vnlitvinov (12)
- ienkovich (11)
- Retribution98 (10)
Top Pull Request Authors
- anmyachev (391)
- sfc-gh-mvashishtha (120)
- dchigarev (95)
- YarShev (86)
- AndreyPavlenko (55)
- arunjose696 (44)
- sfc-gh-jkew (43)
- noloerino (35)
- sfc-gh-joshi (34)
- Retribution98 (24)
- RehanSD (22)
- mvashishtha (16)
- devin-petersohn (9)
- dependabot[bot] (6)
- vnlitvinov (5)
Top Issue Labels
- bug 🦗 (320)
- P2 (240)
- new feature/request 💬 (170)
- P1 (133)
- Performance 🚀 (124)
- Code Quality 💯 (122)
- Triage 🩹 (96)
- P3 (93)
- HDK (84)
- External (74)
- Testing 📈 (64)
- pandas concordance 🐼 (63)
- question ❓ (41)
- P0 (40)
- CI (34)
- ponder (33)
- Internals (33)
- pandas.groupby (27)
- Ray ⚡ (25)
- dependencies 🔗 (24)
- documentation 📜 (23)
- Needs more information ❔ (22)
- Epic (19)
- pandas.io (17)
- Integration ➕➕ (14)
- Dask ⚡ (13)
- Interfaces and abstractions (10)
- Enable plugin (9)
- unidist (8)
- hybrid-execution (7)
Top Pull Request Labels
- hybrid-execution (15)
- Ready for review (13)
- P0 (12)
- dependencies 🔗 (6)
- CI (2)
- python (2)
- External (1)
Package metadata
- Total packages: 18
-
Total downloads:
- conda: 174,340
- pypi: 1,800,131 last-month
- Total docker downloads: 24,495,698
- Total dependent packages: 56 (may contain duplicates)
- Total dependent repositories: 310 (may contain duplicates)
- Total versions: 358
- 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 6 months ago)
- Last Synced: 2026-04-05T08:43:01.940Z (3 days ago)
- Versions: 110
- Dependent Packages: 18
- Dependent Repositories: 302
- Downloads: 1,800,131 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)
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 over 6 years ago)
- Last Synced: 2026-04-05T19:02:16.499Z (2 days 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 over 3 years ago)
- Last Synced: 2026-04-01T03:21:39.637Z (7 days 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 over 3 years ago)
- Last Synced: 2026-03-05T11:25:47.323Z (about 1 month 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 over 3 years ago)
- Last Synced: 2026-04-01T03:21:44.888Z (7 days 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 over 3 years ago)
- Last Synced: 2026-04-01T03:21:26.250Z (7 days 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 over 3 years ago)
- Last Synced: 2026-04-05T19:02:15.263Z (2 days 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)
conda-forge.org: modin-omnisci
- Homepage: https://github.com/modin-project/modin
- Licenses: Apache-2.0
- Latest release: 0.15.3 (published over 3 years ago)
- Last Synced: 2026-04-01T16:16:01.060Z (7 days 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 6 months ago)
- Last Synced: 2026-03-08T22:55:37.674Z (about 1 month 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
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 6 months ago)
- Last Synced: 2026-03-08T22:55:36.715Z (about 1 month 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
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 6 months ago)
- Last Synced: 2026-03-08T22:55:26.290Z (about 1 month 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 over 3 years ago)
- Last Synced: 2026-04-01T01:59:02.601Z (7 days 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 over 3 years ago)
- Last Synced: 2026-04-01T01:58:20.604Z (7 days 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
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 6 months ago)
- Last Synced: 2026-03-08T22:55:38.548Z (about 1 month 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
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 6 months ago)
- Last Synced: 2026-03-10T15:15:09.534Z (29 days 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 over 3 years ago)
- Last Synced: 2026-04-01T01:57:40.265Z (7 days 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
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 6 months ago)
- Last Synced: 2026-03-08T22:55:25.763Z (about 1 month 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#n1716
- Licenses: asl2.0
- Latest release: 0.37.1 (published about 1 month ago)
- Last Synced: 2026-04-03T02:19:36.716Z (5 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%