PyPI Stats
nci

scores

scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.
PyPI GitHub
Downloads
Day
366
Week
2.5K
Month
10.4K
Stars
212
Forks
48
Issues
81
Version
2.5.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
49
Adoption
60
Community
70
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
10,418
• 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
10,418
Stars
212
Stars per 1k downloads
20.35
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
356
Month daily avg
347
Momentum
+2.4%
((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
Apache Software 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
81 days ago
Total releases
29
Releases/year
8.8
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
33
Monthly downloads
10,418
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
74
 
Issue Burden
382.1
per 1k stars
Discussions
9.4
per 1k stars
Fork Ratio
68.8%
contrib / forks
Stale Release
74d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 54
Windows 12

Python Versions

3.11
47.0% 31
3.12
40.9% 27
3.13
9.1% 6
3.14
3.0% 2

Top Countries

1. US US
33
2. SG SG
15
3. CA CA
9
4. CN CN
6
5. CH CH
2
6. EE EE
2
7. FR FR
2
8. IR IR
2
9. TW TW
2
10. IE IE
1

Dependencies

4
51 optional dependencies

Used By

3

Package Information

License
Apache Software License
First Release
January 16, 2023
Last Release
2 months ago
Last Commit
1 week ago
Latest Version
2.5.0
Total Releases
29
Contributors
33
Open PRs
17
Archived
No
Python Versions
3
Wheels
py3
Topics
dask forecast-evaluation forecast-verification forecasting model-validation pandas python xarray climate oceanography weather verification contingency-table
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links