https://github.com/pandas-dev/pandas
alignment data-analysis data-science flexible pandas python
Score: 41.05773072576106
Last synced: about 9 hours ago
JSON representation
Repository metadata:
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
- Host: GitHub
- URL: https://github.com/pandas-dev/pandas
- Owner: pandas-dev
- License: bsd-3-clause
- Created: 2010-08-24T01:37:33.000Z (almost 16 years ago)
- Default Branch: main
- Last Pushed: 2026-08-21T21:31:03.000Z (2 days ago)
- Last Synced: 2026-08-22T11:17:38.297Z (1 day ago)
- Topics: alignment, data-analysis, data-science, flexible, pandas, python
- Language: Python
- Homepage: https://pandas.pydata.org
- Size: 389 MB
- Stars: 49,545
- Watchers: 1,128
- Forks: 20,284
- Open Issues: 2,808
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff
- Codeowners: .github/CODEOWNERS
- Authors: AUTHORS.md
- 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: 4
- Create event: 19
- Delete event: 17
- Fork event: 1396
- Issue comment event: 6445
- Issues event: 1284
- Pull request event: 2364
- Pull request review comment event: 2299
- Pull request review event: 2986
- Push event: 777
- Release event: 1
- Watch event: 3062
- Total: 20654
Last Year
- Commit comment event: 4
- Create event: 19
- Delete event: 17
- Fork event: 1396
- Issue comment event: 6445
- Issues event: 1284
- Pull request event: 2364
- Pull request review comment event: 2299
- Pull request review event: 2986
- Push event: 777
- Release event: 1
- Watch event: 3062
- Total: 20654
Committers metadata
Last synced: 4 days ago
Total Commits: 35,507
Total Committers: 4,060
Avg Commits per committer: 8.746
Development Distribution Score (DDS): 0.836
Commits in past year: 2,330
Committers in past year: 384
Avg Commits per committer in past year: 6.068
Development Distribution Score (DDS) in past year: 0.596
| Name | Commits | |
|---|---|---|
| jbrockmendel | j****l@g****m | 5814 |
| Wes McKinney | w****n@g****m | 2999 |
| jreback | j****f@r****t | 2767 |
| Matthew Roeschke | 1****e | 1538 |
| Joris Van den Bossche | j****e@g****m | 1334 |
| Patrick Hoefler | 6****l | 1133 |
| y-p | y****l@g****m | 765 |
| Tom Augspurger | T****r | 656 |
| Simon Hawkins | s****s@g****m | 628 |
| Richard Shadrach | 4****h | 534 |
| Tuhin Sharma | t****1@g****m | 478 |
| gfyoung | g****7@g****m | 460 |
| Terji Petersen | c****e@t****m | 426 |
| Phillip Cloud | c****d@g****m | 394 |
| sinhrks | s****s@g****m | 377 |
| Chang She | c****g@l****m | 359 |
| Marco Edward Gorelli | 3****i | 341 |
| William Ayd | w****d@i****o | 340 |
| Adam Klein | a****n@g****m | 315 |
| Marc Garcia | g****c@g****m | 275 |
| Thomas Li | 4****1 | 245 |
| Chang She | c****e@g****m | 242 |
| Luke Manley | l****y@g****m | 225 |
| Torsten Wörtwein | t****n | 222 |
| attack68 | 2****8 | 203 |
| MomIsBestFriend | 5****d | 196 |
| Natalia Mokeeva | 9****l | 176 |
| Fangchen Li | f****i@o****m | 168 |
| Jeremy Schendel | j****l | 163 |
| Daniel Saxton | 2****n | 155 |
| and 4030 more... | ||
Issue and Pull Request metadata
Last synced: about 15 hours ago
Total issues: 5,128
Total pull requests: 9,741
Average time to close issues: over 1 year
Average time to close pull requests: 15 days
Total issue authors: 2,876
Total pull request authors: 1,543
Average comments per issue: 4.32
Average comments per pull request: 1.77
Merged pull request: 6,252
Bot issues: 0
Bot pull requests: 143
Past year issues: 310
Past year pull requests: 1,350
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 17 days
Past year issue authors: 166
Past year pull request authors: 388
Past year average comments per issue: 3.05
Past year average comments per pull request: 1.33
Past year merged pull request: 542
Past year bot issues: 0
Past year bot pull requests: 58
Top Issue Authors
- jbrockmendel (231)
- jorisvandenbossche (142)
- rhshadrach (95)
- MarcoGorelli (73)
- Dr-Irv (64)
- WillAyd (63)
- mroeschke (61)
- datapythonista (54)
- TomAugspurger (51)
- jreback (47)
- phofl (46)
- lithomas1 (30)
- randolf-scholz (30)
- DeaMariaLeon (26)
- galipremsagar (24)
Top Pull Request Authors
- jbrockmendel (974)
- mroeschke (751)
- tuhinsharma121 (591)
- meeseeksmachine (510)
- jorisvandenbossche (491)
- phofl (431)
- rhshadrach (343)
- lithomas1 (182)
- natmokval (179)
- WillAyd (160)
- lukemanley (119)
- jordan-d-murphy (97)
- MarcoGorelli (97)
- dependabot[bot] (91)
- tqa236 (79)
Top Issue Labels
- Bug (2,399)
- Needs Triage (1,435)
- Enhancement (927)
- Docs (575)
- Needs Discussion (358)
- Closing Candidate (350)
- Groupby (246)
- Reshaping (227)
- good first issue (226)
- Arrow (219)
- Performance (219)
- Indexing (204)
- Missing-data (185)
- IO CSV (170)
- Dtype Conversions (168)
- Needs Info (154)
- Regression (149)
- Deprecate (145)
- Usage Question (141)
- Build (133)
- Strings (123)
- MultiIndex (123)
- API Design (117)
- ExtensionArray (112)
- Apply (110)
- Error Reporting (106)
- IO Excel (100)
- Visualization (94)
- Testing (90)
- API - Consistency (86)
Top Pull Request Labels
- Docs (2,041)
- Testing (678)
- Bug (639)
- Strings (561)
- Stale (557)
- CI (476)
- Clean (438)
- Arrow (408)
- Performance (325)
- Groupby (298)
- Deprecate (252)
- Build (247)
- Reshaping (224)
- Dependencies (223)
- IO CSV (196)
- Copy / view semantics (168)
- Regression (163)
- Refactor (158)
- Index (158)
- Missing-data (156)
- Frequency (152)
- Enhancement (150)
- Code Style (148)
- Indexing (138)
- Typing (129)
- Dtype Conversions (127)
- Compat (121)
- Visualization (119)
- Apply (119)
- ExtensionArray (106)
Package metadata
- Total packages: 16
-
Total downloads:
- conda: 83,997,913 total
- pypi: 799,321,373
- Total docker downloads: 2,305,483,893
- Total dependent packages: 26,808 (may contain duplicates)
- Total dependent repositories: 333,605 (may contain duplicates)
- Total versions: 1,141
- Total maintainers: 6
pypi.org: pandas
Powerful data structures for data analysis, time series, and statistics
- Homepage:
- Documentation: https://pandas.readthedocs.io/
- Licenses: BSD License
- Latest release: 3.0.5 (published about 1 month ago)
- Last Synced: 2026-08-22T11:11:08.402Z (1 day ago)
- Versions: 123
- Dependent Packages: 24,950
- Dependent Repositories: 310,870
- Downloads: 799,321,262 Last month
- Docker Downloads: 2,305,483,893
-
Rankings:
- Dependent packages count: 0.001%
- Dependent repos count: 0.002%
- Downloads: 0.006%
- Average: 0.023%
- Docker downloads count: 0.029%
- Forks count: 0.034%
- Stargazers count: 0.067%
- Maintainers (3)
conda-forge.org: pandas
- Homepage: http://pandas.pydata.org/
- Licenses: BSD-3-Clause
- Latest release: 1.5.1 (published almost 4 years ago)
- Last Synced: 2026-04-01T16:24:32.353Z (5 months ago)
- Versions: 56
- Dependent Packages: 1,663
- Dependent Repositories: 11,366
- Downloads: 79,410,054 Total
-
Rankings:
- Dependent repos count: 0.015%
- Dependent packages count: 0.035%
- Average: 0.13%
- Forks count: 0.135%
- Stargazers count: 0.334%
anaconda.org: pandas
pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis / manipulation tool available in any language. It is already well on its way towards this goal.
- Homepage: https://pandas.pydata.org
- Licenses: BSD-3-Clause
- Latest release: 3.0.3 (published 3 months ago)
- Last Synced: 2026-07-26T12:01:13.501Z (28 days ago)
- Versions: 59
- Dependent Packages: 195
- Dependent Repositories: 11,366
- Downloads: 4,587,859 Total
-
Rankings:
- Dependent repos count: 0.092%
- Dependent packages count: 0.123%
- Average: 0.423%
- Forks count: 0.522%
- Stargazers count: 0.953%
proxy.golang.org: github.com/pandas-dev/pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/pandas-dev/pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:23:06.503Z (about 20 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 1
-
Rankings:
- Forks count: 0.011%
- Stargazers count: 0.031%
- Average: 3.322%
- Dependent repos count: 4.794%
- Dependent packages count: 8.453%
proxy.golang.org: github.com/pandas-Dev/pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/pandas-Dev/pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:03:11.370Z (about 21 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.674%
- Average: 4.831%
- Dependent repos count: 4.988%
proxy.golang.org: github.com/pandas-dev/PANDAS
- Homepage:
- Documentation: https://pkg.go.dev/github.com/pandas-dev/PANDAS#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:24:37.518Z (about 20 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.688%
- Average: 4.846%
- Dependent repos count: 5.003%
proxy.golang.org: github.com/Pandas-dev/Pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/Pandas-dev/Pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:24:04.280Z (about 20 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.702%
- Average: 4.86%
- Dependent repos count: 5.018%
proxy.golang.org: github.com/Pandas-Dev/pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/Pandas-Dev/pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:43:40.704Z (about 20 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.704%
- Average: 4.862%
- Dependent repos count: 5.02%
proxy.golang.org: github.com/PANDAS-dev/pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/PANDAS-dev/pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:07:22.373Z (about 21 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.741%
- Average: 4.9%
- Dependent repos count: 5.06%
proxy.golang.org: github.com/pandas-dev/Pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/pandas-dev/Pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:24:12.500Z (about 20 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.748%
- Average: 4.908%
- Dependent repos count: 5.067%
proxy.golang.org: github.com/Pandas-dev/pandas
- Homepage:
- Documentation: https://pkg.go.dev/github.com/Pandas-dev/pandas#section-documentation
- Licenses: bsd-3-clause
- Latest release: v3.0.5+incompatible (published about 1 month ago)
- Last Synced: 2026-08-23T00:23:45.493Z (about 20 hours ago)
- Versions: 112
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 4.748%
- Average: 4.908%
- Dependent repos count: 5.067%
pypi.org: alicebob
This package is used for security research and demonstrations. It might contain dangerous code snippets. Do not run.
- Homepage: https://github.com/pandas-dev/pandas
- Documentation: https://alicebob.readthedocs.io/
- Licenses: Apache v2
- Latest release: 6.6.6 (published about 4 years ago)
- Last Synced: 2026-08-22T11:16:02.361Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 0
-
Rankings:
- Forks count: 0.032%
- Stargazers count: 0.042%
- Dependent packages count: 4.842%
- Dependent repos count: 6.331%
- Average: 12.323%
- Downloads: 50.367%
pypi.org: pandassng
This package is used for security research and demonstrations. It might contain dangerous code snippets. Do not run.
- Homepage: https://github.com/pandas-dev/pandas
- Documentation: https://pandassng.readthedocs.io/
- Licenses: Apache v2
- Latest release: 2.1.0 (published about 4 years ago)
- Last Synced: 2026-08-22T11:09:17.595Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 0
-
Rankings:
- Forks count: 0.032%
- Stargazers count: 0.042%
- Dependent packages count: 4.842%
- Dependent repos count: 6.331%
- Average: 12.323%
- Downloads: 50.367%
pypi.org: pandas-mpmkp
Powerful data structures for data analysis, time series, and statistics
- Homepage: https://pandas.pydata.org
- Documentation: https://pandas.pydata.org/pandas-docs/stable/
- Licenses: BSD
- Latest release: 1.0.9 (published over 6 years ago)
- Last Synced: 2026-08-22T11:12:25.637Z (1 day ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 13 Last month
-
Rankings:
- Forks count: 0.01%
- Stargazers count: 0.023%
- Dependent packages count: 7.373%
- Average: 15.876%
- Dependent repos count: 22.233%
- Downloads: 49.738%
- Maintainers (1)
pypi.org: privat24-business-python-sdk
Privat24 for Business Python SDK
- Homepage: https://github.com/antonlabs/privat24-business-python-sdk
- Documentation: https://pandas.pydata.org/pandas-docs/stable/
- Licenses: bsd-3-clause
- Latest release: 0.0.1 (published over 6 years ago)
- Last Synced: 2026-08-22T11:10:28.858Z (1 day ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 17 Last month
-
Rankings:
- Forks count: 0.01%
- Stargazers count: 0.023%
- Dependent packages count: 7.373%
- Average: 16.262%
- Dependent repos count: 22.233%
- Downloads: 51.668%
- Maintainers (1)
pypi.org: acceptchanges
Module for accepting all changes to LaTeX source marked using the package `changes`
- Homepage:
- Documentation: https://acceptchanges.readthedocs.io/
- Licenses: MIT License
- Latest release: 1.1 (published 12 months ago)
- Last Synced: 2026-08-22T11:12:23.736Z (1 day ago)
- Versions: 2
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 81 Last month
-
Rankings:
- Dependent packages count: 8.64%
- Average: 28.663%
- Dependent repos count: 48.686%
- Maintainers (1)
Dependencies
- numpy >=1.22.4; python_version<'3.11'
- numpy >=1.23.2; python_version=='3.11'
- numpy >=1.26.0; python_version>='3.12'
- python-dateutil >=2.8.2
- pytz >=2020.1
- tzdata >=2022.1