PyPI Stats
WinVector

vtreat

vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.
PyPI GitHub
Downloads
Day
47
Week
467
Month
2.0K
Stars
121
Forks
8
Issues
2
Version
1.3.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
38
Adoption
33
Community
0
How the maintenance status was determined
Last commit
490 days ago
Monthly downloads
2,004
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
2,004
Stars
121
Stars per 1k downloads
60.38
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
67
Month daily avg
67
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
>=3.7
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
License :: OSI Approved :: BSD 3-clause 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
700 days ago
Total releases
37
Releases/year
5.6
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
2
Monthly downloads
2,004
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
14
 
Issue Burden
16.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
25.0%
contrib / forks
Stale Release
209d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 24

Python Versions

3.10
66.7% 16
3.11
33.3% 8

Top Countries

1. KR KR
48
2. US US
37

Dependencies

4
2 optional dependencies

Used By

0
Not used by any tracked packages

GitHub Topics

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

Package Information

License
License :: OSI Approved :: BSD 3-clause License
First Release
September 29, 2019
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
1.3.1
Total Releases
37
Contributors
2
Open PRs
0
Archived
No
Author
John Mount, Nina Zumel
Python Versions
3 3.7 3.8 3.9 3.10 3.11
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 10, 2026
Data Freshness
Fresh

Links