PyRank
owkin

pydeseq2

A Python implementation of the DESeq2 pipeline for bulk RNA-seq DEA.
PyPI GitHub
Downloads
Day
3.5K
Week
22.4K
Month
116.8K
Stars
750
Forks
85
Issues
39
Version
0.5.4

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
59
Adoption
50
Community
60
How the maintenance status was determined
Last commit
31 days ago
Monthly downloads
116,839
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
116,839
Stars
750
Stars per 1k downloads
6.42
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
3,202
Month daily avg
3,895
Momentum
-17.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
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
MIT License
• 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
119 days ago
Total releases
31
Releases/year
9.1
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
32
Monthly downloads
116,839
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
57
 
Issue Burden
52.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
37.6%
contrib / forks
Stale Release
88d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 1.2K
macOS 70
Windows 48

Python Versions

3.12
58.0% 752
3.11
25.8% 335
3.13
6.6% 85
3.10
5.1% 66
3.14
4.5% 58

Top Countries

1. US US
1.2K
2. JP JP
28
3. CN CN
24
4. DE DE
21
5. IE IE
20
6. HK HK
14
7. NL NL
14
8. SE SE
12
9. KR KR
11
10. RU RU
10

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT License
First Release
December 21, 2022
Last Release
3 months ago
Last Commit
1 month ago
Latest Version
0.5.4
Total Releases
31
Contributors
32
Open PRs
11
Archived
No
Author
Boris Muzellec, Maria Telenczuk, Vincent Cabelli, Mathieu Andreux
Python Versions
3.11 3.12 3.13
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links