PyPI Stats
moj-analytical-services

data-linter

Docker image used to automatically validate data
PyPI GitHub
Downloads
Day
87
Week
171
Month
1.6K
Stars
6
Forks
2
Issues
8
Version
6.3.6

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
16
Adoption
32
Community
70
How the maintenance status was determined
Last commit
35 days ago
Monthly downloads
1,623
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
1,623
Stars
6
Stars per 1k downloads
3.70
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
24
Month daily avg
54
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,>=3.9
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
35 days ago
Total releases
35
Releases/year
5.2
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
45
Monthly downloads
1,623
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
38
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
2250.0%
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

macOS 2

Python Versions

3.14
100.0% 2

Top Countries

1. US US
3
2. CA CA
1

Dependencies

12

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
August 27, 2019
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
6.3.6
Total Releases
35
Contributors
45
Open PRs
2
Archived
No
Author
Thomas Hirsch
Python Versions
3 3.9 3.10 3.11 3.12 3.13
Wheels
py3
Topics
data-engineering python moj-data-engineering dmet-python-packages
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links