PyRank
pybel

pybel

🌶️ An ecosystem in Python for working with the Biological Expression Language (BEL)
PyPI GitHub
Downloads
Day
717
Week
3.8K
Month
15.6K
Stars
138
Forks
33
Issues
27
Version
0.15.5

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
45
Adoption
61
Community
55
How the maintenance status was determined
Last commit
1561 days ago
Monthly downloads
15,591
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
15,591
Stars
138
Stars per 1k downloads
8.85
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
546
Month daily avg
520
Momentum
+5.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.6
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
• 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
1561 days ago
Total releases
92
Releases/year
9.6
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
11
Monthly downloads
15,591
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
60
 
Issue Burden
195.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
33.3%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 418
Windows 6

Python Versions

3.11
91.7% 387
3.10
3.3% 14
3.12
2.4% 10
3.7
2.1% 9
3.13
0.5% 2

Top Countries

1. US US
525
2. FR FR
17
3. RU RU
16
4. CN CN
2
5. SG SG
2

GitHub Topics

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

Package Information

License
MIT
First Release
October 21, 2016
Last Release
4 years ago
Last Commit
4 years ago
Latest Version
0.15.5
Total Releases
92
Contributors
11
Open PRs
7
Archived
No
Author
Charles Tapley Hoyt
Python Versions
3.6 3.7 3.8 3.9 3.10
Wheels
py2 py3
Keywords
Biological Expression Language BEL Domain Specific Language DSL Systems Biology Networks Biology
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links