Package Insights
Package Risks
- No releases in 1301 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
56
Adoption
70
Community
40
How the maintenance status was determined
Last commit
260 days ago
Monthly downloads
2,613,464
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
2,613,464
Stars
524
Stars per 1k downloads
0.20
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
84,007
Month daily avg
87,115
Momentum
-3.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
1561 days ago
Total releases
14
Releases/year
1.3
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
14
Monthly downloads
2,613,464
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
21.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
20.3%
contrib / forks
Stale Release
1301d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
61.8K
Windows
187
macOS
20
Python Versions
3.9
43.1%
24.1K
3.7
16.7%
9.3K
3.11
16.4%
9.2K
3.12
12.3%
6.9K
3.10
11.6%
6.5K
Top Countries
1.
US
45.9K
US
2.
NL
4.2K
NL
3.
IE
3.9K
IE
4.
DE
3.0K
DE
5.
SG
2.1K
SG
6.
BR
1.3K
BR
7.
AU
615
AU
8.
IN
376
IN
9.
ID
139
ID
10.
JP
100
JP
Dependencies
0
No dependencies
Used By
32
- pytest-spark
- handyspark
- geospark
- optimuspyspark
- odp-dq
- merlin-batch-predictor
- nose2-spark
- data-ecosystem-services
- pypanabi-tools
- archetype-core-nlp
- sparksampling
- fsi-dq-fabric
- anomalydetection
- sparglim
- spark-sdk
- pysparkrpc
- testaton
- packyak
- sql-magic
- pyemr
- data-ecosystem-python
- xinstall
- marvin-python-toolbox
- metaspore
- dlflow
- fsi-dq
- kalyfo-spark-helper
- spirograph
- marvin-python-common
- spark-quality-rules-tools
- spark-dataframe-tools
- aa-spark-run-utils
Package Information
License
BSD (3-clause)
First Release
June 12, 2015
Last Release
4 years ago
Last Commit
8 months ago
Latest Version
2.0.1
Total Releases
14
Contributors
14
Open PRs
2
Archived
No
Author
Min RK
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh