PyPI Stats
denisecase

datafun-toolkit

Privacy-safe diagnostics, paths, and logging helpers for analytics projects.
PyPI GitHub
Downloads
Day
29
Week
335
Month
4.9K
Stars
1
Forks
0
Issues
0
Version
1.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
4
Adoption
36
Community
10
How the maintenance status was determined
Last commit
31 days ago
Monthly downloads
4,917
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
4,917
Stars
1
Stars per 1k downloads
0.20
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
48
Month daily avg
164
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
>=3.14
• 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
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
60 days ago
Total releases
7
Releases/year
20.6
• 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
1
Monthly downloads
4,917
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
19
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 40

Python Versions

3.14
100.0% 40

Top Countries

1. US US
40
2. CA CA
1

Package Information

License
MIT License
First Release
January 2, 2026
Last Release
2 months ago
Last Commit
1 month ago
Latest Version
1.0.0
Total Releases
7
Contributors
1
Open PRs
4
Archived
No
Python Versions
3.14
Keywords
data analytics logging diagnostics education toolkit
Topics
ci-cd computer-science-education data-analytics data-analytics-education developer-tools education github-actions logging python python-toolkit reproducible-research src-layout teaching professional-python mkdocs pre-commit pyright ruff uv
Tracking Since
January 10, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links