PyRank
open2c

bioframe

Genomic interval operations on Pandas DataFrames
PyPI GitHub
More links
Download Stats changelog documentation
Verified repo
Monthly downloads
37.3K
Weekly downloads
4.6K
GitHub stars
196

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.8.0
Requires Python
>=3.8
Licence
MIT
Last Release
1 year ago
First Release
July 19, 2017
Total Releases
30
Python Versions
3 3.8 3.9 3.10 3.11 3.12
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
47
Adoption
45
Community
50
Provenance
100
How the maintenance status was determined
Last commit
318 days ago
Monthly downloads
37,311
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
37,311
Stars
196
Stars per 1k downloads
5.25
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
651
Month daily avg
1,244
Momentum
-47.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.8
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 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
555 days ago
Total releases
30
Releases/year
3.2
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
22
Monthly downloads
37,311
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
62
 
Issue Burden
153.1
per 1k stars
Discussions
15.3
per 1k stars
Fork Ratio
61.1%
contrib / forks
Stale Release
237d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 714
macOS 5

Python Versions

3.10
52.8% 376
3.12
22.2% 158
3.14
10.5% 75
3.11
9.1% 65
3.13
5.3% 38

Top Countries

1. US US
714
2. IE IE
24
3. DE DE
20
4. SG SG
8
5. CN CN
7
6. GB GB
3
7. HK HK
3
8. NL NL
3
9. SE SE
3
10. CA CA
2

Weekly Downloads

GitHub Stars

Dependencies

8
13 optional dependencies

Used By

20
View all 20 dependents

Repository details

Forks
36
Issues
30
Last Commit
10 months ago
Contributors
22
Open PRs
4
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
bed bedframe bedtools bioinformatics dataframe epigenomics genomic ranges genomics interval operations pandas viewframe
Sources and methodology