PyPI Stats
RoyalHaskoningDHV

sam

Python package for time series analysis and machine learning
PyPI GitHub
Downloads
Day
323
Week
800
Month
4.6K
Stars
28
Forks
6
Issues
24
Version
6.0.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
28
Adoption
36
Community
50
How the maintenance status was determined
Last commit
14 days ago
Monthly downloads
4,609
• 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
4,609
Stars
28
Stars per 1k downloads
6.08
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
114
Month daily avg
154
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.12
• 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
• 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
14 days ago
Total releases
40
Releases/year
2.6
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
12
Monthly downloads
4,609
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
49
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
200.0%
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 59
Windows 5

Python Versions

3.10
75.0% 48
3.12
12.5% 8
3.11
10.9% 7
3.14
1.6% 1

Top Countries

1. SG SG
51
2. US US
9
3. FR FR
4
4. CA CA
3
5. CN CN
2
6. SE SE
2
7. IR IR
1

Dependencies

3
41 optional dependencies

Used By

1

Package Information

License
MIT
First Release
November 26, 2010
Last Release
2 weeks ago
Last Commit
2 weeks ago
Latest Version
6.0.2
Total Releases
40
Contributors
12
Open PRs
1
Archived
No
Python Versions
3
Wheels
py3
Keywords
python data-science time-series forecasting anomaly-detection asset-management
Topics
anomaly-detection asset-management data-science forecasting python time-series machine-learning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links