PyRank
KulikDM

pythresh

Outlier Detection Thresholding
PyPI GitHub
Downloads
Day
245
Week
1.5K
Month
8.2K
Stars
137
Forks
4
Issues
0
Version
1.1.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
36
Adoption
39
Community
0
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
8,197
• 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
8,197
Stars
137
Stars per 1k downloads
16.71
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
208
Month daily avg
273
Momentum
-23.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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
14 days ago
Total releases
34
Releases/year
8.5
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
2
Monthly downloads
8,197
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
11
 
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
50.0%
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 94
Windows 32
macOS 6

Python Versions

3.12
53.0% 70
3.9
15.2% 20
3.11
12.1% 16
3.13
10.6% 14
3.10
9.1% 12

Top Countries

1. US US
88
2. NL NL
44
3. CA CA
3
4. SG SG
3
5. CN CN
2
6. DE DE
2
7. IL IL
2
8. IN IN
2

Dependencies

4
27 optional dependencies

Used By

1

GitHub Topics

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

Package Information

License
BSD-3-Clause
First Release
May 29, 2022
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
1.1.0
Total Releases
34
Contributors
2
Open PRs
0
Archived
No
Author
Daniel Kulik
Python Versions
3 3.8 3.9 3.10 3.11 3.12 3.13
Wheels
py3
Keywords
outlier-detection anomaly-detection thresholding machine-learning data-science statistics unsupervised-learning
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links