https://github.com/pandas-dev/pandas-stubs
Score: 27.990915583424925
Last synced: about 10 hours ago
JSON representation
Repository metadata:
Public type stubs for pandas
- Host: GitHub
- URL: https://github.com/pandas-dev/pandas-stubs
- Owner: pandas-dev
- License: bsd-3-clause
- Created: 2022-04-22T21:28:32.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2026-10-26T21:18:40.000Z (8 days ago)
- Last Synced: 2026-10-27T11:39:49.691Z (7 days ago)
- Language: Python
- Size: 4.28 MB
- Stars: 331
- Watchers: 8
- Forks: 201
- Open Issues: 67
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Agents: AGENTS.md
-
Funding:
- Custom: https://pandas.pydata.org/donate.html
- Github: numfocus
- Tidelift: pypi/pandas
Owner metadata:
- Name: pandas
- Login: pandas-dev
- Email: pandas-dev@python.org
- Kind: organization
- Description: Powerful data manipulation tools for Python
- Website: http://pandas.pydata.org
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/21206976?v=4
- Repositories: 13
- Last Synced at: 2024-04-14T17:23:45.243Z
- Profile URL: https://github.com/pandas-dev
GitHub Events
Total
- Commit comment event: 2
- Create event: 5
- Delete event: 1
- Discussion event: 2
- Fork event: 33
- Issue comment event: 650
- Issues event: 327
- Member event: 1
- Pull request event: 503
- Pull request review comment event: 1434
- Pull request review event: 1197
- Push event: 297
- Watch event: 59
- Total: 4511
Last Year
- Discussion event: 2
- Fork event: 5
- Issue comment event: 104
- Issues event: 59
- Pull request event: 117
- Pull request review comment event: 425
- Pull request review event: 291
- Push event: 111
- Watch event: 10
- Total: 1124
Committers metadata
Last synced: 2 days ago
Total Commits: 1,251
Total Committers: 175
Avg Commits per committer: 7.149
Development Distribution Score (DDS): 0.819
Commits in past year: 398
Committers in past year: 53
Avg Commits per committer in past year: 7.509
Development Distribution Score (DDS) in past year: 0.565
| Name | Commits | |
|---|---|---|
| Irv Lustig | i****v@p****m | 226 |
| Yi-Fan Wang | c****f | 223 |
| Loic Diridollou | l****u@g****m | 189 |
| Torsten Wörtwein | t****n | 100 |
| Marco Edward Gorelli | 3****i | 100 |
| Kevin Sheppard | b****e | 75 |
| ramvikrams | r****3@g****m | 39 |
| Ali Hamdan | a****v@g****m | 17 |
| Siddhartha Gandhi | s****i@g****m | 15 |
| Soshi Katsuta | s****a | 10 |
| Jan-Eric Nitschke | 4****e | 9 |
| Danny Yang | y****7 | 9 |
| Sujit Nirmal | n****1@g****m | 9 |
| mutricyl | 1****l | 8 |
| amotzop | 1****p | 8 |
| Patrick Hoefler | 6****l | 6 |
| Joren Hammudoglu | j****u@g****m | 5 |
| Jakub Krasuski | 8****q | 5 |
| Aaron Holmes | a****s@m****u | 4 |
| Shantanu | 1****a | 4 |
| Breno Jesus Fernandes | f****o@p****e | 4 |
| Refael Ackermann | r****k@g****m | 3 |
| Raashish Aggarwal | 9****1 | 3 |
| 傅立业（Chris Fu） | 1****1@q****m | 3 |
| Matheus Felipe | m****g@g****m | 3 |
| Pierre-Yves Le Borgne | p****r@g****m | 3 |
| Elliot Ford | e****d@a****m | 3 |
| Amanda Bizzinotto | a****o@g****m | 3 |
| Pierre Thary | p****4@g****m | 2 |
| Randolf Scholz | r****z@g****m | 2 |
| and 145 more... | ||
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 435
Total pull requests: 890
Average time to close issues: 3 months
Average time to close pull requests: 6 days
Total issue authors: 174
Total pull request authors: 129
Average comments per issue: 2.26
Average comments per pull request: 1.24
Merged pull request: 735
Bot issues: 0
Bot pull requests: 0
Past year issues: 95
Past year pull requests: 219
Past year average time to close issues: 16 days
Past year average time to close pull requests: 5 days
Past year issue authors: 27
Past year pull request authors: 43
Past year average comments per issue: 2.09
Past year average comments per pull request: 1.07
Past year merged pull request: 184
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- Dr-Irv (68)
- cmp0xff (40)
- loicdiridollou (40)
- MarcoGorelli (17)
- randolf-scholz (14)
- Blacksujit (11)
- amgcc (8)
- A5rocks (7)
- JanEricNitschke (7)
- bersbersbers (6)
- davetapley (6)
- Daverball (5)
- clo-vis (4)
- zmoon (4)
- gandhis1 (4)
Top Pull Request Authors
- loicdiridollou (196)
- cmp0xff (141)
- MarcoGorelli (96)
- Dr-Irv (91)
- twoertwein (59)
- ramvikrams (22)
- hamdanal (21)
- JanEricNitschke (19)
- yangdanny97 (16)
- mutricyl (16)
- skatsuta (11)
- Blacksujit (8)
- shirzady1934 (6)
- raashish1601 (5)
- bashtage (4)
Top Issue Labels
- good first issue (56)
- Indexing (14)
- Groupby (13)
- Index (12)
- mypy bug (9)
- Numeric Operations (8)
- Master Tracker (8)
- Timedelta (7)
- Series (7)
- Reshaping (7)
- MultiIndex (6)
- Timestamp (6)
- DataFrame (6)
- Awaiting Response (6)
- Testing (6)
- Apply (5)
- Bug (5)
- CI (5)
- IO Excel (4)
- Blocked (4)
- Constructors (4)
- API - Consistency (4)
- nightly (4)
- Needs Triage (4)
- Styler (3)
- Generic Index (3)
- ExtensionArray (3)
- Strings (3)
- Dtype Conversions (3)
- pandas_docs (3)
Top Pull Request Labels
- Blocked (3)
- Testing (1)
- Apply (1)
- pandas_docs (1)
- Groupby (1)
- ty bug (1)
- Awaiting Response (1)
Package metadata
- Total packages: 15
-
Total downloads:
- conda: 2,123,095 total
- pypi: 17,788,864 last-month
- Total docker downloads: 662,790
- Total dependent packages: 306 (may contain duplicates)
- Total dependent repositories: 1,713 (may contain duplicates)
- Total versions: 244
- Total maintainers: 4
pypi.org: pandas-stubs
Type annotations for pandas
- Homepage: https://pandas.pydata.org
- Documentation: https://pandas.pydata.org/pandas-docs/stable
- Licenses: BSD-3-Clause
- Latest release: 3.1.0.261029 (published 5 days ago)
- Last Synced: 2026-11-03T11:22:16.121Z (about 10 hours ago)
- Versions: 143
- Dependent Packages: 297
- Dependent Repositories: 1,690
- Downloads: 17,782,247 Last month
- Docker Downloads: 662,790
-
Rankings:
- Dependent packages count: 0.094%
- Downloads: 0.212%
- Dependent repos count: 0.271%
- Docker downloads count: 1.502%
- Average: 1.959%
- Forks count: 4.626%
- Stargazers count: 5.046%
- Maintainers (2)
nixpkgs-24.11: python311Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/pandas-stubs/default.nix#L104
- Licenses: MIT
- Latest release: 2.2.2.240909 (published 9 months ago)
- Last Synced: 2026-08-15T10:32:22.135Z (3 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 2.216%
- Forks count: 3.244%
- Stargazers count: 5.619%
- Maintainers (1)
proxy.golang.org: github.com/pandas-dev/pandas-stubs
- Homepage:
- Status: removed
- Documentation: https://pkg.go.dev/github.com/pandas-dev/pandas-stubs#section-documentation
- Licenses: bsd-3-clause
- Latest release: v0.0.0-20260812114236-35706459368f (published 3 months ago)
- Last Synced: 2026-11-03T11:22:43.087Z (about 10 hours ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.482%
- Average: 4.633%
- Dependent repos count: 4.783%
pypi.org: pandas-stubs-fork
Type annotations for pandas
- Homepage: https://pandas.pydata.org
- Documentation: https://pandas.pydata.org/pandas-docs/stable
- Licenses: BSD-3-Clause
- Latest release: 1.5.3.230214 (published over 3 years ago)
- Last Synced: 2026-11-03T11:21:53.462Z (about 10 hours ago)
- Versions: 3
- Dependent Packages: 1
- Dependent Repositories: 1
- Downloads: 6,617 Last month
-
Rankings:
- Forks count: 4.61%
- Dependent packages count: 4.798%
- Stargazers count: 5.041%
- Downloads: 7.611%
- Average: 8.717%
- Dependent repos count: 21.526%
- Maintainers (1)
conda-forge.org: pandas-stubs
Collection of Pandas stub files supported by the pandas team
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Licenses: BSD-3-Clause
- Latest release: 1.5.1.221024 (published about 4 years ago)
- Last Synced: 2026-03-23T16:07:16.679Z (8 months ago)
- Versions: 76
- Dependent Packages: 6
- Dependent Repositories: 11
- Downloads: 2,117,177 Total
-
Rankings:
- Dependent packages count: 9.032%
- Dependent repos count: 10.694%
- Average: 17.976%
- Forks count: 23.16%
- Stargazers count: 29.018%
anaconda.org: pandas-stubs
These are public type stubs for pandas, following the convention of providing stubs in a separate package, as specified in PEP 561. The stubs cover the most typical use cases of pandas. In general, these stubs are narrower than what is possibly allowed by pandas, but follow a convention of suggesting best recommended practices for using pandas.
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Licenses: BSD-3-Clause
- Latest release: 3.0.3.260530 (published 3 months ago)
- Last Synced: 2026-07-28T16:33:24.868Z (3 months ago)
- Versions: 7
- Dependent Packages: 2
- Dependent Repositories: 11
- Downloads: 5,918 Total
-
Rankings:
- Dependent packages count: 20.447%
- Average: 33.72%
- Forks count: 36.262%
- Dependent repos count: 37.5%
- Stargazers count: 40.67%
nixpkgs-unstable: python313Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pandas-stubs/default.nix#L114
- Licenses: MIT
- Latest release: 3.0.5.260914 (published 2 days ago)
- Last Synced: 2026-11-01T11:04:55.441Z (2 days ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python314Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pandas-stubs/default.nix#L114
- Licenses: MIT
- Latest release: 3.0.5.260914 (published 2 days ago)
- Last Synced: 2026-11-01T11:39:30.549Z (2 days ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.11: python312Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/pandas-stubs/default.nix#L104
- Licenses: MIT
- Latest release: 2.2.2.240909 (published 9 months ago)
- Last Synced: 2026-04-09T19:02:23.206Z (7 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.11: python310Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/pandas-stubs/default.nix#L125
- Licenses: MIT
- Latest release: 2.0.3.230814 (published 9 months ago)
- Last Synced: 2026-09-14T13:27:09.320Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.05: python312Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/pandas-stubs/default.nix#L86
- Licenses: MIT
- Latest release: 2.2.0.240218 (published 9 months ago)
- Last Synced: 2026-05-19T16:11:41.371Z (6 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.05: python310Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/pandas-stubs/default.nix#L121
- Licenses: MIT
- Latest release: 1.5.3.230321 (published 9 months ago)
- Last Synced: 2026-09-19T18:26:24.649Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.05: python311Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/pandas-stubs/default.nix#L121
- Licenses: MIT
- Latest release: 1.5.3.230321 (published 9 months ago)
- Last Synced: 2026-04-18T06:04:49.427Z (7 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-23.11: python311Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/pandas-stubs/default.nix#L125
- Licenses: MIT
- Latest release: 2.0.3.230814 (published 9 months ago)
- Last Synced: 2026-04-16T11:01:26.155Z (7 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-24.05: python311Packages.pandas-stubs
Type annotations for Pandas
- Homepage: https://github.com/pandas-dev/pandas-stubs
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/pandas-stubs/default.nix#L86
- Licenses: MIT
- Latest release: 2.2.0.240218 (published 9 months ago)
- Last Synced: 2026-10-31T01:28:08.239Z (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)
Dependencies
- numpy >=1.23.5
- ./.github/setup * composite
- actions/checkout v7 composite
- pre-commit/action 2c7b3805fd2a0fd8c1884dcaebf91fc102a13ecd composite
- ./.github/setup * composite
- actions/checkout v7 composite
- actions/github-script 3a2844b7e9c422d3c10d287c895573f7108da1b3 composite
- ./.github/setup * composite
- actions/checkout v7 composite
- actions/cache v5 composite
- actions/setup-python v6 composite
- ./.github/setup * composite
- actions/checkout v7 composite