PyPI Stats
abdenlab

oxbow

Oxbow makes genomic data ready for high-performance analytics.
PyPI GitHub
Downloads
Day
118
Week
1.0K
Month
9.1K
Stars
153
Forks
15
Issues
3
Version
0.7.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
42
Adoption
39
Community
20
How the maintenance status was determined
Last commit
46 days ago
Monthly downloads
9,115
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
9,115
Stars
153
Stars per 1k downloads
16.79
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
146
Month daily avg
304
Momentum
-51.9%
((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
MIT OR Apache-2.0
• 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
49 days ago
Total releases
15
Releases/year
5.0
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
12
Monthly downloads
9,115
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
29
 
Issue Burden
19.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
80.0%
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 26
macOS 4

Python Versions

3.11
53.3% 16
3.12
40.0% 12
3.10
6.7% 2

Top Countries

1. US US
95
2. KR KR
8
3. NO NO
2
4. SE SE
2
5. SG SG
2
6. CA CA
1

Dependencies

6

Used By

7

Package Information

License
MIT OR Apache-2.0
First Release
May 16, 2023
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
0.7.0
Total Releases
15
Contributors
12
Open PRs
0
Archived
No
Wheels
cp39
Keywords
genomics ngs bioinformatics dataframe arrow
Topics
apache-arrow bioinformatics data-science dataframe fair-data genomics multiomics ngs pandas polars python r rust-lang
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links