https://github.com/nteract/papermill

julia jupyter notebook notebook-generator notebooks nteract pipeline publishing python r scala

Score: 30.379705472990455

Last synced: about 23 hours ago
JSON representation

Repository metadata:

📚 Parameterize, execute, and analyze notebooks

Host: GitHub
URL: https://github.com/nteract/papermill
Owner: nteract
License: bsd-3-clause
Created: 2017-07-06T17:17:53.000Z (over 9 years ago)
Default Branch: main
Last Pushed: 2026-10-05T23:30:41.000Z (28 days ago)
Last Synced: 2026-10-25T20:29:36.815Z (8 days ago)
Topics: julia, jupyter, notebook, notebook-generator, notebooks, nteract, pipeline, publishing, python, r, scala
Language: Python
Homepage: http://papermill.readthedocs.io/en/latest/
Size: 1.93 MB
Stars: 6,497
Watchers: 82
Forks: 467
Open Issues: 198
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md

Owner metadata:

Name: nteract
Login: nteract
Email:
Kind: organization
Description: Interactive computing experiences that allow people to collaborate with ease
Website: http://nteract.io
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/12401040?v=4
Repositories: 100
Last Synced at: 2026-10-25T15:48:48.636Z
Profile URL: https://github.com/nteract

GitHub Events

Total

Create event: 5
Delete event: 8
Fork event: 14
Issue comment event: 61
Issues event: 24
Pull request event: 32
Pull request review comment event: 20
Pull request review event: 33
Push event: 27
Watch event: 364
Total: 588

Last Year

Create event: 5
Delete event: 8
Fork event: 2
Issue comment event: 43
Issues event: 16
Pull request event: 25
Pull request review comment event: 15
Pull request review event: 28
Push event: 20
Watch event: 36
Total: 198

Committers metadata

Last synced: 2 days ago

Total Commits: 817
Total Committers: 125
Avg Commits per committer: 6.536
Development Distribution Score (DDS): 0.711

Commits in past year: 23
Committers in past year: 9
Avg Commits per committer in past year: 2.556
Development Distribution Score (DDS) in past year: 0.696

Name	Email	Commits
Matthew Seal	m**7@g**m	236
Carol Willing	c**e@w**m	130
Eric Massey	e**y@n**m	45
Kyle Kelley	r**k@g**m	29
M Pacer	m**r@b**u	27
Jirka Borovec	6****a	23
Vincent Barnabé-Lortie	v**e@g**m	20
dependabot[bot]	4****]	17
vizhur	v**r@l**m	14
Jan Freyberg	j**g@g**m	13
cclauss	c**s@b**h	13
Harsha Mandai	H**i@i**m	13
Gonzalo Gasca Meza	g**a@g**m	12
Tim Head	b**m@g**m	10
Huon Wilson	H**n@d**u	9
William Savran	w**n@u**u	9
Duarte OC	d**o@g**m	8
Casper da Costa-Luis	c**l@p**g	8
Marc Wouts	m**s@g**m	7
Aarni Koskela	a**x@i**i	6
Harrington Joseph	h**o@h**m	6
ANALYTICS\OrengoM	m**o@m**m	5
Aaron Mak Kang Sheng	a**s@g**m	5
madhu94	g**0@g**m	5
Mehmet Bektas	4****s	5
Chris Holdgraf	c**f@b**u	4
David Lewis	m**s@g**m	4
Reo Ono	5****o	4
Michael Surdouski	6****i	3
John Detlefs	j**e@g**m	3
and 95 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 112
Total pull requests: 143
Average time to close issues: 5 months
Average time to close pull requests: 2 months
Total issue authors: 97
Total pull request authors: 62
Average comments per issue: 3.32
Average comments per pull request: 1.64
Merged pull request: 84
Bot issues: 0
Bot pull requests: 26

Past year issues: 4
Past year pull requests: 30
Past year average time to close issues: N/A
Past year average time to close pull requests: about 2 months
Past year issue authors: 3
Past year pull request authors: 23
Past year average comments per issue: 1.25
Past year average comments per pull request: 0.93
Past year merged pull request: 2
Past year bot issues: 0
Past year bot pull requests: 7

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

Top Issue Authors

willingc (4)
MSeal (3)
reoono (3)
rchui (2)
tvoipio (2)
blink1073 (2)
choldgraf (2)
quancore (2)
HealthyPear (2)
malcolmbovey (2)
dhimmel (2)
SpaciousCoder78 (1)
alex-treebeard (1)
mix-protocol (1)
ashesh-0 (1)

Top Pull Request Authors

dependabot[bot] (21)
willingc (16)
Borda (13)
mbektas (6)
pre-commit-ci[bot] (5)
surdouski (4)
reoono (4)
MSeal (3)
akx (3)
NickSchouten (3)
Nikita-Smirnov-Exactpro (2)
dcnadler (2)
fzlzjerry (2)
musicinmybrain (2)
s-t-e-v-e-n-k (2)

Top Issue Labels

help wanted (78)
bug (57)
enhancement (31)
new-contributor-friendly (4)
question (4)
needs:discussion (2)
docs (2)
upstream (2)
reference:extensions (1)

Top Pull Request Labels

enhancement (19)
idea (3)
dependencies (2)
python (2)
wip (2)
ci (2)
needs:discussion (1)

Package metadata

Total packages: 17
Total downloads:
- pypi: 16,870,598 last-month
- conda: 997,746 total
Total docker downloads: 797,217
Total dependent packages: 148 (may contain duplicates)
Total dependent repositories: 1,190 (may contain duplicates)
Total versions: 125
Total maintainers: 7

pypi.org: papermill

Parameterize and run Jupyter and nteract Notebooks

Homepage:
Documentation: https://papermill.readthedocs.io
Licenses: BSD
Latest release: 2.7.0 (published 8 months ago)
Last Synced: 2026-10-31T11:11:15.396Z (2 days ago)
Versions: 76
Dependent Packages: 129
Dependent Repositories: 1,105
Downloads: 16,870,550 Last month
Docker Downloads: 797,217
Rankings:
- Dependent packages count: 0.172%
- Downloads: 0.317%
- Dependent repos count: 0.346%
- Stargazers count: 0.403%
- Average: 0.792%
- Docker downloads count: 0.872%
- Forks count: 2.643%
Maintainers (4)
- MSeal
- willingc
- Kyle.Kelley
- mbektas
Funding:
- https://nteract.io

conda-forge.org: papermill

Homepage: http://github.com/nteract/papermill
Licenses: BSD-3-Clause
Latest release: 2.3.4 (published almost 5 years ago)
Last Synced: 2026-04-01T16:17:54.469Z (7 months ago)
Versions: 17
Dependent Packages: 19
Dependent Repositories: 84
Downloads: 997,213 Total
Rankings:
- Dependent packages count: 3.329%
- Dependent repos count: 3.803%
- Stargazers count: 4.817%
- Average: 5.1%
- Forks count: 8.45%

spack.io: py-papermill

Parametrize and run Jupyter and nteract Notebooks.

Homepage: https://github.com/nteract/papermill
Licenses: []
Latest release: 2.4.0 (published over 3 years ago)
Last Synced: 2026-10-31T15:31:37.330Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Stargazers count: 2.13%
- Forks count: 4.854%
- Average: 16.056%
- Dependent packages count: 57.24%
Maintainers (1)
- adamjstewart

pypi.org: papermill-nb-runner

Use papermill in CI/CD.

Homepage: https://github.com/nteract/papermill
Documentation: https://papermill.readthedocs.io
Licenses: BSD
Latest release: 1.1.16 (published about 7 years ago)
Last Synced: 2026-10-31T15:31:36.040Z (2 days ago)
Versions: 17
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 48 Last month
Rankings:
- Stargazers count: 0.407%
- Forks count: 2.644%
- Dependent packages count: 7.306%
- Average: 16.26%
- Dependent repos count: 22.077%
- Downloads: 48.866%
Maintainers (1)
- yashanantha
Funding:
- https://nteract.io

anaconda.org: papermill

Papermill is a tool for parameterizing and executing Jupyter Notebooks. Papermill lets you parameterize notebooks and execute notebooks

Homepage: https://github.com/nteract/papermill
Licenses: BSD-3-Clause
Latest release: 2.7.0 (published 6 months ago)
Last Synced: 2026-05-20T13:37:06.295Z (6 months ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 533 Total
Rankings:
- Dependent packages count: 41.941%
- Average: 44.025%
- Dependent repos count: 46.109%