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: 24.122360650961564
Last synced: about 22 hours 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 (almost 8 years ago)
- Default Branch: main
- Last Pushed: 2026-01-05T09:07:36.000Z (about 1 month ago)
- Last Synced: 2026-01-29T15:27:04.266Z (8 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: 14.3 MB
- Stars: 1,870
- Watchers: 28
- Forks: 163
- Open Issues: 22
-
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:
- Kind: user
- Description: Sleep science, signal processing, machine-learning. Postdoctoral researcher, UC Berkeley. Advisor, Oura ring.
- Website: https://raphaelvallat.com
- Location: Berkeley, USA
- Twitter: RaphaelVallat
- Company: UC Berkeley
- Icon url: https://avatars.githubusercontent.com/u/25703792?u=db16ce560d63fd804ddfd854f7f166867c72a2ff&v=4
- Repositories: 6
- Last Synced at: 2023-03-04T17:09:17.220Z
- Profile URL: https://github.com/raphaelvallat
GitHub Events
Total
- Create event: 2
- Delete event: 2
- Fork event: 23
- Issue comment event: 64
- Issues event: 34
- Pull request event: 22
- Pull request review comment event: 2
- Pull request review event: 7
- Push event: 9
- Watch event: 212
- Total: 377
Last Year
- Create event: 2
- Delete event: 2
- Fork event: 10
- Issue comment event: 37
- Issues event: 28
- Pull request event: 14
- Pull request review comment event: 2
- Pull request review event: 5
- Push event: 5
- Watch event: 144
- Total: 249
Committers metadata
Last synced: 4 days ago
Total Commits: 1,197
Total Committers: 49
Avg Commits per committer: 24.429
Development Distribution Score (DDS): 0.156
Commits in past year: 5
Committers in past year: 4
Avg Commits per committer in past year: 1.25
Development Distribution Score (DDS) in past year: 0.6
| Name | Commits | |
|---|---|---|
| Raphael Vallat | r****9@g****m | 1010 |
| 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 |
| Dominic C | 4****m | 6 |
| Arthur Paulino | a****p@g****m | 6 |
| Antoine Weill | w****d@g****m | 4 |
| Ádám Nárai | n****m@g****m | 4 |
| Sam Wallan | 4****n | 3 |
| qbarthelemy | q****y@g****m | 3 |
| Jin Weixin | j****e@g****m | 2 |
| Dominic C | d****m@g****m | 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 |
| kraktus | 5****s | 1 |
| julibeg | 3****g | 1 |
| Dominik Straub | d****b@y****m | 1 |
| Nikola Jajcay | n****y@g****m | 1 |
| jnecus | j****s@n****k | 1 |
| Yannick | 5****s | 1 |
| and 19 more... | ||
Issue and Pull Request metadata
Last synced: 8 days ago
Total issues: 129
Total pull requests: 115
Average time to close issues: 5 months
Average time to close pull requests: 28 days
Total issue authors: 97
Total pull request authors: 31
Average comments per issue: 2.53
Average comments per pull request: 2.04
Merged pull request: 80
Bot issues: 0
Bot pull requests: 0
Past year issues: 9
Past year pull requests: 19
Past year average time to close issues: 5 days
Past year average time to close pull requests: 7 days
Past year issue authors: 8
Past year pull request authors: 8
Past year average comments per issue: 1.44
Past year average comments per pull request: 1.79
Past year merged pull request: 6
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- raphaelvallat (13)
- turkalpmd (7)
- FlorinAndrei (6)
- stikpet (2)
- dalensis (2)
- vabatista (2)
- GegznaV (2)
- PibeChorro (2)
- JohannesWiesner (2)
- jankaWIS (2)
- Federico2111 (2)
- musicinmybrain (2)
- eremingt (1)
- danli349 (1)
- jolespin (1)
Top Pull Request Authors
- raphaelvallat (44)
- turkalpmd (12)
- remrama (10)
- yann1cks (7)
- GanshengT (4)
- getzze (4)
- sjg2203 (4)
- Petemir (2)
- kamelCased (2)
- sbwiecko (2)
- rhazn (2)
- smathot (2)
- AlexanderJCS (2)
- gkanwar (1)
- musicinmybrain (1)
Top Issue Labels
- question :raising_hand: (24)
- feature request :construction: (23)
- bug :boom: (20)
- invalid :triangular_flag_on_post: (13)
- docs/testing:book: (8)
- URGENT :warning: (5)
- IMPORTANT❗ (5)
- help wanted :bell: (2)
- deprecation :skull: (1)
- docs/testing :book: (1)
Top Pull Request Labels
- feature request :construction: (13)
- bug :boom: (10)
- IMPORTANT❗ (7)
- docs/testing:book: (5)
- URGENT :warning: (3)
- invalid :triangular_flag_on_post: (3)
- docs/testing :book: (1)
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 320,906 last-month
- Total docker downloads: 1,717
- Total dependent packages: 63 (may contain duplicates)
- Total dependent repositories: 216 (may contain duplicates)
- Total versions: 66
- Total maintainers: 1
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: 0.5.5 (published over 1 year ago)
- Last Synced: 2026-02-03T02:11:57.574Z (3 days ago)
- Versions: 41
- Dependent Packages: 63
- Dependent Repositories: 200
- Downloads: 320,906 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)
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 3 years ago)
- Last Synced: 2026-01-20T20:24:23.712Z (16 days 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%
Dependencies
- actions/checkout v2 composite
- psf/black stable composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/upload-artifact v1 composite
- codecov/codecov-action v1 composite
- matplotlib *
- numpy *
- pandas *
- pingouin *
- scipy *
- seaborn *