PyRank
zqfang

gseapy

Gene Set Enrichment Analysis in Python
PyPI GitHub
Downloads
Day
5.2K
Week
31.3K
Month
139.3K
Stars
695
Forks
135
Issues
8
Version
1.2.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
61
Adoption
61
Community
50
How the maintenance status was determined
Last commit
23 days ago
Monthly downloads
139,275
• 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
139,275
Stars
695
Stars per 1k downloads
4.99
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
4,474
Month daily avg
4,642
Momentum
-3.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
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-3-Clause
• 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
25 days ago
Total releases
52
Releases/year
5.8
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
23
Monthly downloads
139,275
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
65
 
Issue Burden
11.5
per 1k stars
Discussions
51.8
per 1k stars
Fork Ratio
17.0%
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 2.1K
Windows 151
macOS 90

Python Versions

3.12
44.0% 937
3.11
32.9% 702
3.13
12.5% 267
3.10
8.6% 183
3.14
2.0% 42

Top Countries

1. US US
2.7K
2. CN CN
107
3. JP JP
101
4. IE IE
56
5. SG SG
46
6. HK HK
39
7. DE DE
33
8. FR FR
28
9. NL NL
27
10. CA CA
26

GitHub Topics

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

Package Information

License
BSD-3-Clause
First Release
May 14, 2017
Last Release
3 weeks ago
Last Commit
3 weeks ago
Latest Version
1.2.1
Total Releases
52
Contributors
23
Open PRs
1
Archived
No
Python Versions
3
Wheels
cp310 cp311 cp312 cp313 cp314 cp37 cp38 cp39 py3
Keywords
Gene Ontology GO Biology Enrichment Bioinformatics Computational Biology
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links