JOSS: https://github.com/raphaelvallat/pingouin
anova bayesian-statistics circular-statistics cohens-d correlations effect-size multiple-comparisons pandas statistical-methods statistical-tests statistics ttest
Score: 24.634267628312934
Last synced: 1 day ago
JSON representation
Repository metadata:
Statistical package in Python based on Pandas
- Host: GitHub
- URL: https://github.com/raphaelvallat/pingouin
- Owner: raphaelvallat
- License: gpl-3.0
- Created: 2018-04-01T01:10:22.000Z (over 8 years ago)
- Default Branch: main
- Last Pushed: 2026-10-24T12:58:05.000Z (21 days ago)
- Last Synced: 2026-11-09T03:12:01.572Z (5 days ago)
- Topics: anova, bayesian-statistics, circular-statistics, cohens-d, correlations, effect-size, multiple-comparisons, pandas, statistical-methods, statistical-tests, statistics, ttest
- Language: Python
- Homepage: https://pingouin-stats.org/
- Size: 14.8 MB
- Stars: 1,945
- Watchers: 25
- Forks: 179
- Open Issues: 15
-
Metadata Files:
- Readme: README.rst
- Contributing: docs/contributing.rst
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
-
Funding:
- Custom: https://www.paypal.com/cgi-bin/webscr?cmd=_donations&business=K2FZVJGCKYPAG¤cy_code=USD&source=url
Owner metadata:
- Name: Raphael Vallat
- Login: raphaelvallat
- Email: raphaelvallat9@gmail.com
- Kind: user
- Description: Staff ML scientist, ŌURA. Former postdoctoral researcher, UC Berkeley.
- Website: https://raphaelvallat.com
- Location: Lyon, France
- Twitter:
- Company: ŌURA
- Icon url: https://avatars.githubusercontent.com/u/25703792?u=106689cdafc3ba03b63d8311b08a54344a56d831&v=4
- Repositories: 16
- Last Synced at: 2026-11-09T03:12:41.273Z
- Profile URL: https://github.com/raphaelvallat
GitHub Events
Total
- Create event: 10
- Delete event: 15
- Fork event: 24
- Issue comment event: 79
- Issues event: 38
- Pull request event: 35
- Pull request review comment event: 7
- Pull request review event: 11
- Push event: 37
- Watch event: 218
- Total: 474
Last Year
- Create event: 8
- Delete event: 13
- Fork event: 2
- Issue comment event: 26
- Issues event: 17
- Pull request event: 14
- Pull request review comment event: 5
- Pull request review event: 4
- Push event: 28
- Watch event: 11
- Total: 128
Committers metadata
Last synced: 3 days ago
Total Commits: 1,248
Total Committers: 54
Avg Commits per committer: 23.111
Development Distribution Score (DDS): 0.157
Commits in past year: 51
Committers in past year: 7
Avg Commits per committer in past year: 7.286
Development Distribution Score (DDS) in past year: 0.176
| Name | Commits | |
|---|---|---|
| Raphael Vallat | r****9@g****m | 1052 |
| Stefan Appelhoff | s****f@m****g | 30 |
| Eelke Spaak | e****k@g****m | 22 |
| LegrandNico | l****d@c****r | 18 |
| JoElfner | j****r@g****m | 16 |
| unknown | a****5@o****m | 15 |
| Arthur Leonardo A. Paulino | a****o@v****r | 9 |
| remrama | m****y@g****m | 7 |
| Arthur Paulino | a****p@g****m | 6 |
| Dominic C | 4****m | 6 |
| Ádám Nárai | n****m@g****m | 4 |
| Antoine Weill | w****d@g****m | 4 |
| Sam Wallan | 4****n | 3 |
| Yannick | 5****s | 3 |
| qbarthelemy | q****y@g****m | 3 |
| Jin Weixin | j****e@g****m | 2 |
| Dominic C | d****m@g****m | 2 |
| Anton Soloviev | a****v@g****m | 2 |
| Donncha O'Toole | d****a@f****e | 2 |
| Karthikeyan Singaravelan | t****i@g****m | 2 |
| Kyle N. Crabtree | k****e@u****u | 2 |
| Michal Puncochar | m****r@g****m | 2 |
| S.J. Guillot | 5****3 | 2 |
| ejolly | e****y@g****m | 2 |
| gedeck | p****k@g****m | 2 |
| getzze | g****e@g****m | 2 |
| xfz329 | 4****9 | 1 |
| shaneraphel | s****b@g****m | 1 |
| kraktus | 5****s | 1 |
| Dominik Straub | d****b@y****m | 1 |
| and 24 more... | ||
Issue and Pull Request metadata
Last synced: 3 days ago
Total issues: 141
Total pull requests: 158
Average time to close issues: 7 months
Average time to close pull requests: 25 days
Total issue authors: 104
Total pull request authors: 41
Average comments per issue: 2.55
Average comments per pull request: 1.99
Merged pull request: 115
Bot issues: 0
Bot pull requests: 0
Past year issues: 14
Past year pull requests: 45
Past year average time to close issues: 9 days
Past year average time to close pull requests: 17 days
Past year issue authors: 11
Past year pull request authors: 13
Past year average comments per issue: 2.07
Past year average comments per pull request: 1.91
Past year merged pull request: 35
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- raphaelvallat (18)
- turkalpmd (7)
- FlorinAndrei (6)
- jankaWIS (2)
- GegznaV (2)
- JohannesWiesner (2)
- musicinmybrain (2)
- Federico2111 (2)
- PibeChorro (2)
- stikpet (2)
- vabatista (2)
- dalensis (2)
- PascalIversen (1)
- plankter (1)
- reneshbedre (1)
Top Pull Request Authors
- raphaelvallat (73)
- turkalpmd (12)
- remrama (10)
- yann1cks (7)
- sjg2203 (4)
- GanshengT (4)
- getzze (4)
- AlexanderJCS (2)
- smathot (2)
- hass-nation (2)
- sbwiecko (2)
- rhazn (2)
- poroc300 (2)
- kamelCased (2)
- dnncha (2)
Top Issue Labels
- feature request :construction: (26)
- question :raising_hand: (24)
- bug :boom: (23)
- invalid :triangular_flag_on_post: (14)
- docs/testing:book: (8)
- IMPORTANT❗ (6)
- URGENT :warning: (5)
- help wanted :bell: (3)
- docs/testing :book: (2)
- deprecation :skull: (1)
Top Pull Request Labels
- feature request :construction: (13)
- bug :boom: (12)
- IMPORTANT❗ (7)
- docs/testing:book: (5)
- URGENT :warning: (3)
- invalid :triangular_flag_on_post: (3)
- docs/testing :book: (1)
Package metadata
- Total packages: 5
-
Total downloads:
- pypi: 469,917 last-month
- Total docker downloads: 1,717
- Total dependent packages: 63 (may contain duplicates)
- Total dependent repositories: 216 (may contain duplicates)
- Total versions: 116
- Total maintainers: 2
pypi.org: pingouin
Pingouin: statistical package for Python
- Homepage: https://pingouin-stats.org/index.html
- Documentation: https://pingouin.readthedocs.io/
- Licenses: GPL-3.0
- Latest release: 0.7.0 (published about 2 months ago)
- Last Synced: 2026-11-11T16:31:22.258Z (3 days ago)
- Versions: 44
- Dependent Packages: 63
- Dependent Repositories: 200
- Downloads: 469,917 Last month
- Docker Downloads: 1,717
-
Rankings:
- Dependent packages count: 0.397%
- Downloads: 1.055%
- Dependent repos count: 1.072%
- Average: 1.2%
- Docker downloads count: 2.275%
- Maintainers (1)
proxy.golang.org: github.com/raphaelvallat/pingouin
- Homepage:
- Documentation: https://pkg.go.dev/github.com/raphaelvallat/pingouin#section-documentation
- Licenses: gpl-3.0
- Latest release: v0.7.0 (published about 2 months ago)
- Last Synced: 2026-11-11T16:31:21.630Z (3 days ago)
- Versions: 43
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Stargazers count: 2.301%
- Forks count: 3.01%
- Average: 3.415%
- Dependent packages count: 4.034%
- Dependent repos count: 4.315%
conda-forge.org: pingouin
Pingouin is designed for users who want simple yet exhaustive statistical functions. For example, the scipy.stats.ttest_ind() function returns only the T-value and the p-value. By contrast, the pingouin.ttest() function returns the T-value, p-value, degrees of freedom, effect size (Cohen’s d), statistical power and Bayes Factor (BF10) of the test.
- Homepage: https://pingouin-stats.org/
- Licenses: GPL-3.0-only
- Latest release: 0.5.2 (published over 4 years ago)
- Last Synced: 2026-03-20T21:34:12.469Z (8 months ago)
- Versions: 25
- Dependent Packages: 0
- Dependent Repositories: 16
-
Rankings:
- Dependent repos count: 8.858%
- Stargazers count: 11.078%
- Forks count: 16.318%
- Average: 21.956%
- Dependent packages count: 51.569%
nixpkgs-unstable: python313Packages.pingouin
Statistical package in Python based on Pandas
- Homepage: https://github.com/raphaelvallat/pingouin
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pingouin/default.nix#L72
- Licenses: GPL-3.0-only
- Latest release: 0.7.0 (published 13 days ago)
- Last Synced: 2026-11-01T11:05:26.517Z (13 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python314Packages.pingouin
Statistical package in Python based on Pandas
- Homepage: https://github.com/raphaelvallat/pingouin
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pingouin/default.nix#L72
- Licenses: GPL-3.0-only
- Latest release: 0.7.0 (published 13 days ago)
- Last Synced: 2026-11-01T11:39:59.548Z (13 days ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
Dependencies
- actions/checkout v4 composite
- actions/setup-python v6 composite
- actions/upload-artifact v6 composite
- astral-sh/setup-uv v7 composite
- actions/checkout v6 composite
- actions/setup-python v6 composite
- astral-sh/setup-uv v7 composite
- actions/checkout v4 composite
- actions/deploy-pages v4 composite
- actions/setup-python v6 composite
- actions/upload-pages-artifact v3 composite
- astral-sh/setup-uv v7 composite
- actions/checkout v6 composite
- astral-sh/setup-uv v7 composite
- actions/checkout v6 composite
- actions/setup-python v6 composite
- astral-sh/setup-uv v7 composite