Monthly downloads
168.3K
Weekly downloads
33.8K
GitHub stars
499
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.7
Licence
MIT License
Last Release
2 years ago
Author
Philip Truong
First Release
September 19, 2023
Total Releases
7
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
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
61
Adoption
52
Community
55
Provenance
0
How the maintenance status was determined
Last commit
879 days ago
Monthly downloads
168,329
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
168,329
Stars
499
Stars per 1k downloads
2.96
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
4,824
Month daily avg
5,611
Momentum
-14.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.7
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 License
•
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
879 days ago
Total releases
7
Releases/year
2.3
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
6
Monthly downloads
168,329
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
55
Issue Burden
24.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2.8%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
2.2K
Windows
362
macOS
59
Python Versions
3.13
61.5%
1.6K
3.12
17.9%
452
3.11
8.5%
216
3.14
7.0%
178
3.10
5.0%
127
Top Countries
1.
US
1.8K
US
2.
IN
150
IN
3.
TW
102
TW
4.
CN
89
CN
5.
SG
81
SG
6.
GB
71
GB
7.
NL
67
NL
8.
DE
20
DE
9.
ID
18
ID
10.
SE
15
SE
Weekly Downloads
GitHub Stars
Used By
43
- datadepot 4.1K/mo
- krrood 1.4K/mo
- quoptuna 1.3K/mo
- quapy 1.1K/mo
- benchmarkdpfair 913/mo
- vertimosaic 897/mo
- aia-fairness 837/mo
- dro 782/mo
- mmm-fair 761/mo
- lazyqml 723/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh