Package Insights
Package Risks
- No releases in 325 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
74
Adoption
80
Community
80
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
5,068,513
•
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
5,068,513
Stars
2,648
Stars per 1k downloads
0.52
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
170,536
Month daily avg
168,950
Momentum
+0.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=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
MIT
•
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
354 days ago
Total releases
94
Releases/year
7.6
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
106
Monthly downloads
5,068,513
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
71
Issue Burden
95.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
24.8%
contrib / forks
Stale Release
325d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
95.6K
Windows
78
macOS
47
Python Versions
3.12
49.0%
45.8K
3.11
32.7%
30.5K
3.10
14.3%
13.4K
3.13
3.0%
2.8K
3.14
1.0%
900
Top Countries
1.
US
42.8K
US
2.
AU
13.1K
AU
3.
JP
10.3K
JP
4.
FI
6.6K
FI
5.
DE
5.5K
DE
6.
IE
5.0K
IE
7.
FR
2.7K
FR
8.
GB
2.3K
GB
9.
CH
1.7K
CH
10.
IN
854
IN
Dependencies
2
- botocore >=1.12.54
- typing-extensions >=4
1 optional dependencies
- blinker[signals]
Used By
33
- pynamodb-attributes
- actingweb
- adk-dynamodb-session
- modular-sdk
- historical
- marshmallow-pynamo-db
- kaito-model
- celery-cloud
- pynamodb-session-manager
- pynamodb-mate
- pynamodb-encoder
- aws-textract-pipeline
- netsuite-graphql-engine
- inpynamodb
- versioned
- django-serverless-oauth-session
- certbot-aws-store
- open-alchemy-package-database
- teal-lang
- flask-pynamodb-resource
- cdk-pynamodb
- ikonglobals
- pynamodb-single-table
- bails-lambda-utils
- pynamodb-factories
- wavelength
- pynamodb-plus
- dynaflow
- esser
- hark-lang
- stratafm
- pynamodb-extended
- packer-ami-workflow
Package Information
License
MIT
First Release
January 25, 2014
Last Release
11 months ago
Last Commit
4 weeks ago
Latest Version
6.1.0
Total Releases
94
Contributors
106
Open PRs
65
Archived
No
Author
Jharrod LaFon
Python Versions
3.7
3.8
3.9
3.10
3.11
3.12
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh