Monthly downloads
173.2K
Weekly downloads
44.9K
GitHub stars
33
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
Not specified
Licence
Apache-2.0
Last Release
5 years ago
Author
Philipp S. Sommer
First Release
August 20, 2016
Total Releases
16
Python Versions
2
2.7
3
3.4
3.5
3.6
3.7
3.8
3.9
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
28
Adoption
82
Community
10
Provenance
0
How the maintenance status was determined
Last commit
2068 days ago
Monthly downloads
173,234
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
173,234
Stars
33
Stars per 1k downloads
0.19
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
6,410
Month daily avg
5,774
Momentum
+11.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
•
Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
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
2068 days ago
Total releases
16
Releases/year
1.6
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
3
Monthly downloads
173,234
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
22
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
75.0%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
3.5K
macOS
211
Windows
131
Python Versions
3.12
38.4%
1.4K
3.10
24.2%
889
3.11
24.0%
880
3.13
9.0%
329
3.14
4.4%
162
Top Countries
1.
US
3.3K
US
2.
SG
358
SG
3.
CN
129
CN
4.
DE
123
DE
5.
HK
122
HK
6.
IE
62
IE
7.
JP
45
JP
8.
IN
37
IN
9.
FI
31
FI
10.
SE
26
SE
Weekly Downloads
GitHub Stars
Dependencies
0
No dependencies
Used By
29
- omnipath 78.3K/mo
- squidpy 73.2K/mo
- scvi-tools 58.5K/mo
- decoupler 39.9K/mo
- liana 20.8K/mo
- openpnm 9.7K/mo
- rapids-singlecell 7.6K/mo
- cellrank 6.0K/mo
- immlib 4.9K/mo
- metworkpy 1.6K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords