PyPI Stats
nteract

papermill

📚 Parameterize, execute, and analyze notebooks
PyPI GitHub

Shared Repository

This package shares its GitHub repository (nteract/papermill) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
300.8K
Week
2.0M
Month
7.1M
Stars
6.4K
Forks
449
Issues
143
Version
2.7.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
79
Adoption
100
Community
70
How the maintenance status was determined
Last commit
59 days ago
Monthly downloads
7,101,493
Active
Activity within 30 days
• Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
7,101,493
Stars
6,439
Stars per 1k downloads
0.91
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
• Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
286,177
Month daily avg
236,716
Momentum
+20.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BSD
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
67 days ago
Total releases
76
Releases/year
8.6
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
117
Monthly downloads
7,101,493
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
70
 
Issue Burden
22.2
per 1k stars
Discussions
0.9
per 1k stars
Fork Ratio
26.1%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 246.0K
Windows 295
macOS 223

Python Versions

3.9
32.6% 70.1K
3.10
27.3% 58.9K
3.11
17.8% 38.3K
3.12
14.5% 31.3K
3.13
7.8% 16.8K

Top Countries

1. US US
230.3K
2. NL NL
3.3K
3. KR KR
3.1K
4. SG SG
2.0K
5. BR BR
1.7K
6. FI FI
1.3K
7. IE IE
1.1K
8. ID ID
925
9. AU AU
885
10. DE DE
646

Dependencies

9
94 optional dependencies

Used By

113
View all 113 dependents

Package Information

License
BSD
First Release
July 6, 2017
Last Release
2 months ago
Last Commit
1 month ago
Latest Version
2.7.0
Total Releases
76
Contributors
117
Open PRs
23
Archived
No
Python Versions
3.10 3.11 3.12 3.13
Wheels
py2 py3
Keywords
jupyter mapreduce notebook nteract pipeline
Topics
jupyter notebooks notebook-generator nteract publishing pipeline notebook python r julia scala
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links