PyPI Stats
waterdipai

datachecks

Open Source Data Quality Monitoring.
PyPI GitHub
Downloads
Day
14
Week
47
Month
514
Stars
170
Forks
23
Issues
18
Version
0.3.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
55
Popularity
45
Adoption
27
Community
45
How the maintenance status was determined
Last commit
159 days ago
Monthly downloads
514
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
514
Stars
170
Stars per 1k downloads
330.74
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
7
Month daily avg
17
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
<3.13,>=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
Apache-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
650 days ago
Total releases
18
Releases/year
6.4
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
514
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
51
 
Issue Burden
105.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
69.6%
contrib / forks
Stale Release
491d
 
PR Velocity
Quiet
 

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
12
2. CA CA
1

Dependencies

10
8 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
July 16, 2023
Last Release
1 year ago
Last Commit
5 months ago
Latest Version
0.3.1
Total Releases
18
Contributors
16
Open PRs
6
Archived
No
Author
Waterdip Labs
Python Versions
3 3.9 3.10 3.11
Wheels
py3
Topics
data-engineering data-validation dataops dataquality metrics mlops postgresql python data-governance data-observability database postgres sql data-quality-monitor data-quality-monitoring data-ops elasticsearch mysql etl monitoring
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links