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https://github.com/pydata/xarray

dask netcdf numpy pandas python xarray

Score: 32.36658136755459

Last synced: about 16 hours ago
JSON representation

Repository metadata:

N-D labeled arrays and datasets in Python

Owner metadata:

Committers metadata

Last synced: 1 day ago

Total Commits: 6,205
Total Committers: 669
Avg Commits per committer: 9.275
Development Distribution Score (DDS): 0.79

Commits in past year: 476
Committers in past year: 140
Avg Commits per committer in past year: 3.4
Development Distribution Score (DDS) in past year: 0.861

Name Email Commits
Stephan Hoyer s****r@c****m 1304
Maximilian Roos 5****y 424
Deepak Cherian d****n 422
keewis k****s 360
Thomas Nicholas t****s@c****u 318
Illviljan 1****n 176
Michael Niklas m****s@g****m 136
Mathias Hauser m****e 132
dependabot[bot] 4****] 130
Spencer Clark s****k@g****m 118
Joe Hamman j****n@u****u 114
pre-commit-ci[bot] 6****] 111
Clark Fitzgerald c****g@g****m 88
Kai Mühlbauer k****r@u****e 87
Keisuke Fujii f****p@g****m 69
crusaderky c****y@g****m 69
Joe Hamman j****1@u****u 67
Fabien Maussion f****n@u****t 67
Dimitri Papadopoulos Orfanos 3****s 66
Clark Fitzgerald c****d@c****m 61
Anderson Banihirwe a****e@u****u 60
Benoit Bovy b****y@g****m 58
Nick Hodgskin 3****o 51
Thomas Kluyver t****l@g****m 46
Julia Signell j****l@g****m 42
alexamici a****i@b****u 28
Ray Bell r****0@g****m 26
Ian Hunt-Isaak i****k@g****m 25
James Munroe j****e@m****a 25
Alex Kleeman k****n@c****m 24
and 639 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 5,111
Total pull requests: 6,625
Average time to close issues: 9 months
Average time to close pull requests: about 1 month
Total issue authors: 1,631
Total pull request authors: 820
Average comments per issue: 4.54
Average comments per pull request: 3.05
Merged pull request: 5,406
Bot issues: 89
Bot pull requests: 280

Past year issues: 248
Past year pull requests: 630
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 15 days
Past year issue authors: 137
Past year pull request authors: 202
Past year average comments per issue: 3.04
Past year average comments per pull request: 1.7
Past year merged pull request: 396
Past year bot issues: 20
Past year bot pull requests: 44

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/pydata/xarray

Top Issue Authors

  • shoyer (360)
  • dcherian (239)
  • max-sixty (149)
  • TomNicholas (136)
  • mathause (93)
  • github-actions[bot] (88)
  • jhamman (82)
  • keewis (77)
  • rabernat (72)
  • crusaderky (64)
  • fujiisoup (53)
  • benbovy (45)
  • fmaussion (43)
  • Illviljan (38)
  • headtr1ck (36)

Top Pull Request Authors

  • shoyer (720)
  • dcherian (580)
  • max-sixty (536)
  • keewis (411)
  • Illviljan (246)
  • TomNicholas (215)
  • mathause (172)
  • jhamman (154)
  • headtr1ck (150)
  • dependabot[bot] (146)
  • kmuehlbauer (139)
  • spencerkclark (139)
  • DimitriPapadopoulos (112)
  • pre-commit-ci[bot] (111)
  • benbovy (102)

Top Issue Labels

  • bug (1,091)
  • enhancement (451)
  • topic-backends (354)
  • topic-documentation (352)
  • needs triage (272)
  • usage question (218)
  • topic-indexing (190)
  • topic-zarr (186)
  • contrib-help-wanted (184)
  • API design (182)
  • stale (165)
  • upstream issue (148)
  • topic-dask (146)
  • contrib-good-first-issue (141)
  • topic-plotting (141)
  • topic-DataTree (140)
  • CI (126)
  • topic-groupby (117)
  • plan to close (113)
  • topic-performance (105)
  • topic-error reporting (96)
  • topic-CF conventions (94)
  • topic-cftime (79)
  • topic-arrays (73)
  • design question (71)
  • topic-testing (66)
  • topic-combine (63)
  • topic-metadata (62)
  • topic-typing (57)
  • topic-pandas-like (55)

Top Pull Request Labels

  • plan to merge (944)
  • topic-documentation (509)
  • topic-backends (411)
  • io (286)
  • topic-DataTree (240)
  • Automation (220)
  • dependencies (215)
  • topic-indexing (181)
  • topic-zarr (170)
  • run-upstream (165)
  • topic-plotting (145)
  • run-benchmark (133)
  • topic-typing (128)
  • CI (125)
  • topic-groupby (107)
  • topic-NamedArray (105)
  • topic-cftime (102)
  • topic-arrays (97)
  • topic-performance (91)
  • topic-rolling (71)
  • topic-dask (71)
  • bug (69)
  • topic-CF conventions (67)
  • topic-testing (67)
  • needs work (52)
  • enhancement (50)
  • github_actions (48)
  • needs review (46)
  • API design (45)
  • needs triage (40)

Package metadata

nixpkgs-unstable: python313Packages.xarray

N-D labeled arrays and datasets in Python

pypi.org: xarray

N-D labeled arrays and datasets in Python

  • Homepage:
  • Documentation: https://docs.xarray.dev
  • Licenses: Apache-2.0
  • Latest release: 2026.9.0 (published about 1 month ago)
  • Last Synced: 2026-11-01T05:04:12.641Z (1 day ago)
  • Versions: 107
  • Dependent Packages: 1,350
  • Dependent Repositories: 5,198
  • Downloads: 10,352,971 Last month
  • Docker Downloads: 19,430,565
  • Rankings:
    • Dependent packages count: 0.022%
    • Dependent repos count: 0.14%
    • Downloads: 0.164%
    • Average: 0.594%
    • Docker downloads count: 0.628%
    • Forks count: 1.266%
    • Stargazers count: 1.343%
  • Maintainers (4)
conda-forge.org: xarray

  • Homepage: https://github.com/pydata/xarray
  • Licenses: Apache-2.0
  • Latest release: 2022.11.0 (published almost 4 years ago)
  • Last Synced: 2026-08-23T04:31:09.825Z (2 months ago)
  • Versions: 48
  • Dependent Packages: 345
  • Dependent Repositories: 2,401
  • Rankings:
    • Dependent packages count: 0.17%
    • Dependent repos count: 0.175%
    • Average: 3.209%
    • Forks count: 5.051%
    • Stargazers count: 7.442%
spack.io: py-xarray

N-D labeled arrays and datasets in Python

  • Homepage: https://github.com/pydata/xarray
  • Licenses: []
  • Latest release: 2026.9.0 (published 12 days ago)
  • Last Synced: 2026-11-01T05:04:14.017Z (1 day ago)
  • Versions: 16
  • Dependent Packages: 18
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Forks count: 3.029%
    • Average: 3.359%
    • Stargazers count: 4.252%
    • Dependent packages count: 6.155%
  • Maintainers (2)
proxy.golang.org: github.com/pydata/Xarray

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/pydata/Xarray#section-documentation
  • Licenses: apache-2.0
  • Latest release: v2025.12.0+incompatible (published 11 months ago)
  • Last Synced: 2026-11-01T05:04:15.566Z (1 day ago)
  • Versions: 70
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 4.524%
    • Average: 4.677%
    • Dependent repos count: 4.829%
pypi.org: xray

N-D labeled arrays and datasets in Python

  • Homepage: https://github.com/pydata/xarray
  • Documentation: https://xray.readthedocs.io/
  • Licenses: Apache
  • Latest release: 0.7.0 (published almost 11 years ago)
  • Last Synced: 2026-11-01T05:04:13.915Z (1 day ago)
  • Versions: 17
  • Dependent Packages: 1
  • Dependent Repositories: 16
  • Downloads: 1,299 Last month
  • Rankings:
    • Forks count: 1.266%
    • Stargazers count: 1.343%
    • Dependent packages count: 3.271%
    • Dependent repos count: 3.668%
    • Average: 4.905%
    • Downloads: 14.975%
  • Maintainers (1)
proxy.golang.org: github.com/pydata/xarray

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/pydata/xarray#section-documentation
  • Licenses: apache-2.0
  • Latest release: v2025.12.0+incompatible (published 11 months ago)
  • Last Synced: 2026-11-01T05:04:15.359Z (1 day ago)
  • Versions: 70
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Forks count: 0.879%
    • Stargazers count: 1.234%
    • Average: 5.623%
    • Dependent packages count: 9.576%
    • Dependent repos count: 10.802%
anaconda.org: xarray

xarray (formerly xray) is an open source project and Python package that makes working with labelled multi-dimensional arrays simple, efficient, and fun! xarray introduces labels in the form of dimensions, coordinates and attributes on top of raw NumPy_-like arrays, which allows for a more intuitive, more concise, and less error-prone developer experience. The package includes a large and growing library of domain-agnostic functions for advanced analytics and visualization with these data structures. xarray was inspired by and borrows heavily from pandas_, the popular data analysis package focused on labelled tabular data. It is particularly tailored to working with netCDF_ files, which were the source of xarray's data model, and integrates tightly with dask_ for parallel computing.

  • Homepage: https://xarray.dev
  • Licenses: Apache-2.0
  • Latest release: 2026.7.0 (published 4 months ago)
  • Last Synced: 2026-07-13T15:53:03.223Z (4 months ago)
  • Versions: 34
  • Dependent Packages: 18
  • Dependent Repositories: 2,401
  • Downloads: 694,380 Total
  • Rankings:
    • Dependent repos count: 1.076%
    • Dependent packages count: 1.905%
    • Average: 7.391%
    • Forks count: 11.463%
    • Stargazers count: 15.12%
pypi.org: xarray-map

Plot xarrays lat-lon datasets using folium

  • Homepage: https://github.com/pydata/xarray
  • Documentation: https://xarray-map.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: (published 14 days ago)
  • Last Synced: 2026-11-01T05:04:13.691Z (1 day ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Forks count: 1.268%
    • Stargazers count: 1.349%
    • Dependent packages count: 7.167%
    • Average: 10.785%
    • Dependent repos count: 33.355%
pkgsrc-netbsd-x86_64-10.1-all: math/py-xarray

N-D labeled arrays and datasets in Python

  • Homepage: https://github.com/pydata/xarray
  • Documentation: https://pkgsrc.se/math/py-xarray
  • Licenses: apache-2.0
  • Latest release: 2026.2.0 (published 8 months ago)
  • Last Synced: 2026-05-27T08:11:46.337Z (5 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
guix: python-xarray

N-D labeled arrays and datasets

nixpkgs-24.11: python312Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-23.05: python311Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-24.05: python312Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-23.11: python310Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-24.11: python311Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-unstable: python314Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-23.11: python311Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-23.05: python310Packages.xarray

N-D labeled arrays and datasets in Python

nixpkgs-24.05: python311Packages.xarray

N-D labeled arrays and datasets in Python

Dependencies

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