PyPI Stats
upgini

upgini

Intelligent data search & enrichment for Machine Learning
PyPI GitHub
Downloads
Day
2.2K
Week
4.6K
Month
76.2K
Stars
347
Forks
27
Issues
1
Version
1.2.153

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
50
Adoption
48
Community
30
How the maintenance status was determined
Last commit
39 days ago
Monthly downloads
76,219
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
76,219
Stars
347
Stars per 1k downloads
4.55
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
663
Month daily avg
2,541
Momentum
-73.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.13,>=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
BSD 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
47 days ago
Total releases
1,215
Releases/year
274.6
• 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
16
Monthly downloads
76,219
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
41
 
Issue Burden
2.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
59.3%
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 2

Python Versions

3.12
100.0% 2

Top Countries

1. DE DE
28
2. US US
14
3. GB GB
2
4. CA CA
1

Dependencies

22

Used By

0
Not used by any tracked packages

Package Information

License
BSD License
First Release
December 3, 2021
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
1.2.153
Total Releases
1,215
Contributors
16
Open PRs
3
Archived
No
Python Versions
3.10 3.11 3.12
Wheels
py3
Keywords
automl data mining data science data search machine learning
Topics
data-science machine-learning scikit-learn python-library kaggle open-data public-data automl feature-engineering feature-extraction feature-selection features kaggle-solution data-enrichment automated-feature-engineering open-datasets automl-pipeline large-language-models chatgpt llm
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links