Monthly downloads
30.9M
Weekly downloads
7.8M
GitHub stars
989
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.6
Licence
2-clause BSD
Last Release
1 month ago
Author
Nathaniel J. Smith
First Release
July 10, 2012
Total Releases
17
Python Versions
3
3.6
3.7
3.8
3.9
3.10
3.11
3.12
3.13
3.14
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
80
Popularity
62
Adoption
80
Community
60
Provenance
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
30,915,269
•
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
30,915,269
Stars
989
Stars per 1k downloads
0.03
•
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
1,116,054
Month daily avg
1,030,509
Momentum
+8.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.6
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
License categories
License
2-clause BSD
•
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
48 days ago
Total releases
17
Releases/year
1.2
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
32
Monthly downloads
30,915,269
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
57
Issue Burden
67.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
29.9%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
774.2K
Windows
15.3K
macOS
11.1K
Python Versions
3.12
29.2%
205.7K
3.13
20.6%
145.2K
3.11
20.0%
141.3K
3.9
18.2%
128.0K
3.10
12.0%
84.5K
Top Countries
1.
US
638.0K
US
2.
DE
32.6K
DE
3.
SG
16.4K
SG
4.
NL
14.0K
NL
5.
JP
12.1K
JP
6.
IN
11.2K
IN
7.
GB
10.2K
GB
8.
CA
7.6K
CA
9.
IE
7.4K
IE
10.
KR
6.4K
KR
Weekly Downloads
GitHub Stars
Dependencies
2
3 optional dependencies
-
pytest[test]extra == "test"
-
pytest-cov[test]extra == "test"
-
scipy[test]extra == "test"
Used By
310
- statsmodels 33.6M/mo
- scanpy 853.3K/mo
- plotly-express 845.0K/mo
- empirical-calibration 314.6K/mo
- pymc-marketing 107.9K/mo
- scikit-bio 93.0K/mo
- hyppo 76.1K/mo
- chainladder 59.0K/mo
- lightkurve 48.4K/mo
- fdasrsf 31.4K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh