Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
58
Adoption
60
Community
35
How the maintenance status was determined
Last commit
40 days ago
Monthly downloads
221,531,933
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
221,531,933
Stars
699
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
6,264,676
Month daily avg
7,384,398
Momentum
-15.2%
((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
BSD-3-Clause
•
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
123 days ago
Total releases
22
Releases/year
2.0
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
10
Monthly downloads
221,531,933
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
43
Issue Burden
51.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
14.7%
contrib / forks
Stale Release
83d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
4.6M
Windows
31.9K
macOS
23.4K
Python Versions
3.11
33.1%
1.5M
3.10
28.5%
1.3M
3.12
19.4%
862.4K
3.13
12.6%
560.8K
3.7
6.3%
280.1K
Top Countries
1.
US
3.5M
US
2.
SG
298.7K
SG
3.
LU
287.7K
LU
4.
DE
153.4K
DE
5.
HK
116.7K
HK
6.
GB
105.2K
GB
7.
FI
36.3K
FI
8.
IE
32.1K
IE
9.
JP
25.7K
JP
10.
FR
24.3K
FR
Dependencies
1
- dill >=0.4.1
Used By
423
- datasets
- pathos
- wrapt-timeout-decorator
- salib
- simpleflow
- qianfan
- prolif
- mapply
- schwab-py
- langflow-base
- robyn
- llnl-hatchet
- aimsim-core
- codechecker
- datatrove
- datachain
- paddlenlp
- sciris
- geneva
- reasoning-core
- uni2ts
- langflow-base-nightly
- openrlbenchmark
- schwimmbad
- tsflex
- stoner
- pandantic
- pynguin
- a2ml
- cooler
- maco
- bypy
- phasic
- mmdeploy
- omicverse
- rangekeeper
- distilabel
- spu
- movielite
- rockai
- plotastrodata
- snapatac2
- multiprocess-stubs
- openpectus
- paddleformers
- nuthatch
- exprmat
- vpype
- py-data-juicer
- aitool
Package Information
License
BSD-3-Clause
First Release
June 20, 2015
Last Release
4 months ago
Last Commit
1 month ago
Latest Version
0.70.19
Total Releases
22
Contributors
10
Open PRs
5
Archived
No
Author
Mike McKerns
Python Versions
3
3.9
3.10
3.11
3.12
3.13
3.14
Wheels
cp27
cp35
cp37
pp27
pp310
pp311
pp37
pp38
pp39
py3
py310
py311
py312
py313
py314
py35
py36
py37
py38
py39
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh