PyPI Stats
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gators

Gators is a lighting-fast Python feature engineering library with 75+ transformers.
PyPI GitHub
Downloads
Day
61
Week
276
Month
1.9K
Stars
10
Forks
7
Issues
0
Version
1.0.5

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
23
Adoption
32
Community
60
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
1,887
• 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
1,887
Stars
10
Stars per 1k downloads
5.30
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
39
Month daily avg
63
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.10
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
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
7 days ago
Total releases
9
Releases/year
2.0
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
16
Monthly downloads
1,887
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
31
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
228.6%
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 1

Python Versions

3.7
100.0% 1

Top Countries

1. KR KR
6
2. SE SE
2
3. US US
2
4. CA CA
1
5. HK HK
1

Dependencies

8
18 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
October 30, 2021
Last Release
1 week ago
Last Commit
6 days ago
Latest Version
1.0.5
Total Releases
9
Contributors
16
Open PRs
2
Archived
No
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
cp310 cp36 cp37 cp38 cp39 py3
Keywords
data-pipeline data-science feature-engineering feature-selection feature_engine machine-learning pipeline polars preprocessing sklearn transformers
Topics
python data-science machine-learning big-data feature-engine feature-engineering polars preprocessing scikit-learn
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links