PyPI Stats
Data-Centric-AI-Community

fg-data-quality

YData open-source tools for Data Quality.
PyPI GitHub
Downloads
Day
20
Week
70
Month
383
Stars
456
Forks
55
Issues
19
Version
0.2.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
54
Adoption
25
Community
60
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
383
• 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
383
Stars
456
Stars per 1k downloads
1190.60
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
10
Month daily avg
13
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
<3.9,>=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
https://github.com/Data-Centric-AI-Community/fg-data-quality/blob/master/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
13 days ago
Total releases
1
Releases/year
28.1
• 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
21
Monthly downloads
383
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
61
 
Issue Burden
41.7
per 1k stars
Discussions
6.6
per 1k stars
Fork Ratio
38.2%
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

No OS data available

Python Versions

No Python version data available

Top Countries

1. US US
2
2. CA CA
1

Dependencies

7

Used By

0
Not used by any tracked packages

Package Information

License
https://github.com/Data-Centric-AI-Community/fg-data-quality/blob/master/LICENSE
First Release
April 23, 2026
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
0.2.0
Total Releases
1
Contributors
21
Open PRs
16
Archived
No
Author
YData
Keywords
data science ydata
Topics
data quality-assessment python pandas machine-learning
Tracking Since
April 26, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links