PyRank
pyranges

pyranges

Performant Pythonic GenomicRanges
PyPI GitHub
More links
Download Stats Homepage
Monthly downloads
70.0K
Weekly downloads
17.0K
GitHub stars
491

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

Package Information

Latest Version
0.1.4
Requires Python
Not specified
Licence
MIT
Last Release
1 year ago
First Release
May 15, 2018
Total Releases
123
Python Versions
3
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
65
Popularity
54
Adoption
68
Community
55
Provenance
0
How the maintenance status was determined
Last commit
176 days ago
Monthly downloads
69,991
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
69,991
Stars
491
Stars per 1k downloads
7.02
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
2,429
Month daily avg
2,333
Momentum
+4.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
581 days ago
Total releases
123
Releases/year
14.6
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
23
Monthly downloads
69,991
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
179.2
per 1k stars
Discussions
20.4
per 1k stars
Fork Ratio
46.0%
contrib / forks
Stale Release
405d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.5K
macOS 12
Windows 3

Python Versions

3.14
51.3% 710
3.12
29.6% 410
3.11
10.5% 145
3.13
4.3% 60
3.9
4.2% 58

Top Countries

1. US US
1.4K
2. CN CN
33
3. DE DE
24
4. SG SG
17
5. AU AU
13
6. NL NL
12
7. GB GB
8
8. IN IN
8
9. JP JP
8
10. CA CA
7

Weekly Downloads

GitHub Stars

Dependencies

5
6 optional dependencies
  • black==24.4.2[dev]
    extra == "dev"
  • bumpver[dev]
    extra == "dev"
  • isort==5.13.2[dev]
    extra == "dev"
  • mypy==1.8.0[dev]
    extra == "dev"
  • pip-tools[dev]
    extra == "dev"
  • pytest==7.4.3[dev]
    extra == "dev"

Used By

70
View all 70 dependents

Repository details

Forks
50
Issues
88
Last Commit
5 months ago
Contributors
23
Open PRs
7
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
bioinformatics genomicranges genomics
Sources and methodology