Downloads

Day

801

Week

6.5K

Month

31.4K

Stars

Forks

Issues

Version

0.4.27

Package Insights

What's this?

Score breakdown - each component scores 0–100, weighted by percentage

Maintenance

Popularity

Adoption

Community

How the maintenance status was determined

Last commit

374 days ago

Monthly downloads

31,401

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

31,401

Stars

Stars per 1k downloads

0.41

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

935

Month daily avg

1,047

Momentum

-10.6%

((week_daily_avg - month_daily_avg) / month_daily_avg) * 100

Python version support tiers

requires_python

<4.0,>=3.11

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 License

• Permissive

MIT, Apache, BSD, ISC, Unlicense, CC0, etc.

Copyleft

GPL, LGPL, AGPL, MPL, EPL, etc.

Proprietary

Unknown

No license specified, or none of the above match

How the release cadence was determined

Last release

374 days ago

Total releases

101

Releases/year

75.2

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

Monthly downloads

31,401

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

Issue Burden

per 1k stars

Discussions

per 1k stars

Fork Ratio

50.0%

contrib / forks

Stale Release

PR Velocity

Overwhelmed

Weekly Downloads

Charts require JavaScript to render.

GitHub Stars

Charts require JavaScript to render.

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 560

Windows 27

macOS 24

Python Versions

3.12

68.9% 421

3.11

18.5% 113

3.13

6.5% 40

3.14

6.1% 37

Top Countries

572

204

10.

Dependencies

pydantic-settings >=2.9.1
tenacity >=9.1.2
typer >=0.15.1

5 optional dependencies

jinja2[examples]
jupyter[examples]
marimo[examples]
matplotlib[examples]
streamlit[examples]

Used By

Package Information

License

MIT License

First Release

December 31, 2024

Last Release

1 year ago

Last Commit

1 year ago

Latest Version

0.4.27

Total Releases

101

Contributors

Open PRs

Archived

Python Versions

3 3.11 3.12 3.13

Wheels

py3

Keywords

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Topics