PyPI Stats
thouska

spotpy

A Statistical Parameter Optimization Tool
PyPI GitHub
Downloads
Day
229
Week
1.6K
Month
743.1K
Stars
277
Forks
158
Issues
53
Version
1.6.7

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
56
Adoption
58
Community
70
How the maintenance status was determined
Last commit
79 days ago
Monthly downloads
743,079
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
743,079
Stars
277
Stars per 1k downloads
0.37
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
226
Month daily avg
24,769
Momentum
-99.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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
MIT License
• 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
79 days ago
Total releases
113
Releases/year
10.1
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
22
Monthly downloads
743,079
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
60
 
Issue Burden
191.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.9%
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 47
Windows 6
macOS 3

Python Versions

3.10
40.7% 22
3.11
25.9% 14
3.12
24.1% 13
3.9
5.6% 3
3.13
3.7% 2

Top Countries

1. US US
35
2. AU AU
8
3. NL NL
6
4. CN CN
4
5. GB GB
4
6. CI CI
2
7. EG EG
2
8. CA CA
1

Dependencies

2
10 optional dependencies

Used By

13
View all 13 dependents

Package Information

License
MIT License
First Release
March 10, 2015
Last Release
2 months ago
Last Commit
2 months ago
Latest Version
1.6.7
Total Releases
113
Contributors
22
Open PRs
3
Archived
No
Author
Philipp Kraft, Alejandro Chamorro-Chavez, Lutz Breuer
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py2 py3
Keywords
Monte Carlo MCMC MLE SCE-UA Simulated Annealing DE-MCz DREAM ROPE Artifical Bee Colony DDS PA-DDS NSGAii Uncertainty Calibration Model Signatures
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links