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https://github.com/nalepae/pandarallel

pandas parallel python

Score: 24.898611559379635

Last synced: about 14 hours ago
JSON representation

Repository metadata:

A simple and efficient tool to parallelize Pandas operations on all available CPUs

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 2 days ago

Total Commits: 167
Total Committers: 26
Avg Commits per committer: 6.423
Development Distribution Score (DDS): 0.228

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
Manu NALEPA n****e@g****m 129
till-m 3****m 10
Joren j****u@g****m 3
6syun9 6****9@g****m 2
Tobias Edwards t****s@g****m 2
Alex Sifel a****l@g****m 1
Alexander Müller a****r@g****m 1
Anton Kostin m****2 1
Attila Nagy n****a@g****m 1
Axel Pahl a****l 1
Bart Broere 2****e 1
Bastiaan van der Weij b****j@g****m 1
Christfried Focke c****e@g****m 1
Giel Dops g****s@h****m 1
Gustavo Camargo g****1 1
Guy Rosin g****n@g****m 1
Haim Daniel h****n 1
Joshua Adelman s****s 1
Mithil Poojary m****7@g****m 1
Robin Beilvert r****t@g****m 1
Sagar Kar s****0@g****m 1
Simon Gurcke s****n@g****e 1
Yash Pratyush Sinha y****2@g****m 1
cschan c****8@g****m 1
quancore b****a@g****m 1
tom-andersson t****d@b****k 1

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 223
Total pull requests: 62
Average time to close issues: 6 months
Average time to close pull requests: 2 months
Total issue authors: 187
Total pull request authors: 44
Average comments per issue: 2.96
Average comments per pull request: 2.29
Merged pull request: 37
Bot issues: 0
Bot pull requests: 0

Past year issues: 2
Past year pull requests: 2
Past year average time to close issues: 17 minutes
Past year average time to close pull requests: 27 days
Past year issue authors: 2
Past year pull request authors: 2
Past year average comments per issue: 0.0
Past year average comments per pull request: 1.5
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

  • nalepae (20)
  • borisRa (3)
  • t-muser (3)
  • mdclone-oa (2)
  • kkawabat (2)
  • universewill (2)
  • conraddd (2)
  • zahra-rou (2)
  • ghost (2)
  • Xetd71 (2)
  • wybert (2)
  • SysuJayce (2)
  • lfdversluis (2)
  • lhduc94 (2)
  • iamtodor (2)

Top Pull Request Authors

  • t-muser (8)
  • nalepae (5)
  • shermansiu (3)
  • AlexandreGazagnes (2)
  • jorenham (2)
  • sirdrakeistda (2)
  • Mithil467 (2)
  • 7Zenox (2)
  • apahl (1)
  • vaaaaanquish (1)
  • rbeilvert (1)
  • SunYanCN (1)
  • mdclone-oa (1)
  • josephenguehard (1)
  • guyrosin (1)

Top Issue Labels

  • enhancement (23)
  • bug (16)
  • help wanted (1)

Top Pull Request Labels

Package metadata

pypi.org: pandarallel

An easy to use library to speed up computation (by parallelizing on multi CPUs) with pandas.

  • Homepage: https://nalepae.github.io/pandarallel
  • Documentation: https://pandarallel.readthedocs.io/
  • Licenses: BSD
  • Latest release: 1.6.5 (published over 3 years ago)
  • Last Synced: 2026-11-02T02:08:30.762Z (2 days ago)
  • Versions: 41
  • Dependent Packages: 43
  • Dependent Repositories: 184
  • Downloads: 507,872 Last month
  • Docker Downloads: 1,390
  • Rankings:
    • Dependent packages count: 0.525%
    • Downloads: 0.527%
    • Dependent repos count: 1.115%
    • Stargazers count: 1.329%
    • Average: 1.652%
    • Docker downloads count: 2.737%
    • Forks count: 3.68%
  • Maintainers (1)
proxy.golang.org: github.com/nalepae/pandarallel

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/nalepae/pandarallel#section-documentation
  • Licenses: bsd-3-clause
  • Latest release: v1.6.5 (published over 3 years ago)
  • Last Synced: 2026-11-03T08:39:20.420Z (about 14 hours ago)
  • Versions: 41
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.521%
    • Average: 6.74%
    • Dependent repos count: 6.959%
conda-forge.org: pandarallel

  • Homepage: https://github.com/nalepae/pandarallel
  • Licenses: BSD-3-Clause
  • Latest release: 1.6.1 (published over 4 years ago)
  • Last Synced: 2026-03-21T04:14:43.776Z (8 months ago)
  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 4
  • Downloads: 131,596 Total
  • Rankings:
    • Stargazers count: 7.422%
    • Forks count: 13.362%
    • Dependent repos count: 16.017%
    • Average: 22.066%
    • Dependent packages count: 51.465%
anaconda.org: pandarallel

pandarallel is a simple and efficient tool to parallelize Pandas operations on all available CPUs. With a one line code change, it allows any Pandas user to take advandage of his multi-core computer, while pandas uses only one core.

  • Homepage: https://github.com/nalepae/pandarallel
  • Licenses: BSD-3-Clause
  • Latest release: 1.6.5 (published about 1 year ago)
  • Last Synced: 2026-03-15T15:19:09.186Z (8 months ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 4
  • Downloads: 1,358 Total
  • Rankings:
    • Stargazers count: 15.028%
    • Forks count: 24.063%
    • Average: 31.101%
    • Dependent packages count: 41.014%
    • Dependent repos count: 44.301%
guix: python-pandarallel

Tool to parallelize Pandas operations across CPUs