Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
76
Adoption
80
Community
70
How the maintenance status was determined
Last commit
239 days ago
Monthly downloads
1,070,768,828
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
1,070,768,828
Stars
2,886
Stars per 1k downloads
0.00
•
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
37,265,575
Month daily avg
35,692,294
Momentum
+4.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
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
234 days ago
Total releases
31
Releases/year
2.1
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
49
Monthly downloads
1,070,768,828
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
69
Issue Burden
82.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
8.5%
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
25.6M
Windows
503.5K
macOS
323.6K
Python Versions
3.12
39.4%
9.5M
3.11
28.2%
6.8M
3.10
16.0%
3.9M
3.13
11.4%
2.7M
3.14
5.0%
1.2M
Top Countries
1.
US
17.7M
US
2.
GB
2.9M
GB
3.
DE
742.0K
DE
4.
SG
666.9K
SG
5.
IE
642.7K
IE
6.
IN
588.2K
IN
7.
NL
514.3K
NL
8.
LU
290.2K
LU
9.
JP
228.3K
JP
10.
CA
198.2K
CA
Dependencies
0
No dependencies
Used By
35814
- awscli
- huggingface-hub
- kubernetes
- pre-commit
- transformers
- datasets
- dbt-core
- langchain-core
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- cfn-lint
- snowflake-snowpark-python
- responses
- google-ads
- ray
- libcst
- jupyter-events
- langchain-community
- mlflow-skinny
- omegaconf
- yamllint
- pydantic-evals
- dbt-semantic-interfaces
- wandb
- pymdown-extensions
- accelerate
- dask
- bandit
- kubernetes-asyncio
- checkov
- openlineage-python
- optuna
- langchain-classic
- pymupdf-layout
- mkdocs
- pyyaml-env-tag
- ansible-core
- gradio
- mkdocs-get-deps
- chromadb
- kfp
- prefect
- timm
- datamodel-code-generator
- vcrpy
- jsondiff
- crewai
- pytorch-lightning
- peft
- google-adk
- drf-spectacular
Package Information
License
MIT
First Release
July 1, 2011
Last Release
7 months ago
Last Commit
7 months ago
Latest Version
6.0.3
Total Releases
31
Contributors
49
Open PRs
109
Archived
No
Author
Kirill Simonov
Python Versions
3
3.8
3.9
3.10
3.11
3.12
3.13
3.14
Wheels
cp27
cp310
cp311
cp312
cp313
cp314
cp34
cp35
cp36
cp37
cp38
cp39
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh