PyPI Stats
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featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.
PyPI GitHub
Downloads
Day
536
Week
1.4K
Month
9.7K
Stars
677
Forks
99
Issues
1
Version
0.6.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
59
Adoption
39
Community
30
How the maintenance status was determined
Last commit
441 days ago
Monthly downloads
9,712
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
9,712
Stars
677
Stars per 1k downloads
69.71
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
205
Month daily avg
324
Momentum
-36.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Apache License 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
441 days ago
Total releases
167
Releases/year
30.7
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
9,712
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
36
 
Issue Burden
1.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
16.2%
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 88
Windows 1

Python Versions

3.10
47.2% 42
3.12
47.2% 42
3.9
3.4% 3
3.11
2.2% 2

Top Countries

1. US US
64
2. IN IN
23
3. CN CN
4
4. SG SG
2
5. CA CA
1
6. HK HK
1

Dependencies

23

Used By

0
Not used by any tracked packages

Package Information

License
Apache License 2.0
First Release
November 29, 2020
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.6.1
Total Releases
167
Contributors
16
Open PRs
0
Archived
No
Author
Ram Seshadri
Python Versions
3
Wheels
py3
Topics
feature-engineering categorical-variables best-encoders feature-engg rfe rfecv feature-extraction feature-selection featuretools xgboost autoencoders feature-encoding mrmr
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links