Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
79
Adoption
70
Community
50
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
116,398
•
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
116,398
Stars
5,291
Stars per 1k downloads
45.46
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
3,918
Month daily avg
3,880
Momentum
+1.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=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
1 days ago
Total releases
209
Releases/year
32.2
•
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
58
Monthly downloads
116,398
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
46
Issue Burden
34.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
11.2%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.3K
macOS
425
Windows
48
Python Versions
3.11
45.7%
766
3.12
25.8%
432
3.10
13.1%
220
3.13
11.1%
186
3.7
4.4%
73
Top Countries
1.
US
1.5K
US
2.
SG
855
SG
3.
DE
87
DE
4.
FR
66
FR
5.
IE
24
IE
6.
JP
23
JP
7.
CA
17
CA
8.
AU
14
AU
9.
RU
14
RU
10.
AT
9
AT
Dependencies
11
- asttokens
- astunparse
- build
- execnb >=0.1.12
- fastcore >=1.12.35
- fastgit
- ghapi >=1.0.3
- pyyaml
- setuptools
- tomli
- watchdog
12 optional dependencies
- black[dev]
- ipywidgets[dev]
- llms-txt[dev]
- matplotlib[dev]
- nbclassic[dev]
- nbdev-numpy[dev]
- nbdev-stdlib[dev]
- pandas[dev]
- plum-dispatch[dev]
- pysymbol-llm[dev]
- sphinx[dev]
- svg-py[dev]
Used By
40
- domolibrary
- cjm-transcription-plugin-system
- domolibrary-extensions
- vision-architectures
- auto-data-alerts
- faststripe
- sidetrek
- cjm-nbdev-overview
- nbdev-mkdocs
- daksh
- leximpact-prepare-data
- tjutils
- anndash
- cjm-nbdev-docments
- toyrobot
- dslectures
- hepml
- biofusion
- mis-analytics
- python-schematized-config
- slg-nimrod
- mlexamples
- scoptrial
- artice
- fh-nbdev
- chrov
- nbd-colab
- fast-neptune
- ml-playground-attention
- leximpact-common-python-libraries
- oztools
- projective-simulation
- nbz
- fast-snippets
- seo-rat
- nautilopy
- oae
- tspace
- triggerkit
- solveit
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache-2.0
First Release
November 22, 2019
Last Release
Yesterday
Last Commit
1 week ago
Latest Version
3.0.17
Total Releases
209
Contributors
58
Open PRs
1
Archived
No
Python Versions
3
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh