PyPI Stats
chenyangkang

stemflow

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)
PyPI GitHub
Downloads
Day
19
Week
286
Month
1.8K
Stars
26
Forks
1
Issues
3
Version
1.1.6

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
23
Adoption
32
Community
0
How the maintenance status was determined
Last commit
75 days ago
Monthly downloads
1,753
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
1,753
Stars
26
Stars per 1k downloads
14.83
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
41
Month daily avg
58
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
>=3.9.0
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
187 days ago
Total releases
51
Releases/year
19.2
• 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
1
Monthly downloads
1,753
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
12
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
100.0%
contrib / forks
Stale Release
111d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CN CN
97
2. US US
4
3. CA CA
1

Dependencies

12

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
September 7, 2023
Last Release
6 months ago
Last Commit
2 months ago
Latest Version
1.1.6
Total Releases
51
Contributors
1
Open PRs
0
Archived
No
Author
Yangkang Chen
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
python spatial-temporal model ebird citizen science spatial temporal exploratory model STEM AdaSTEM abundance phenology
Topics
bird-migration geospatial machine-learning spatio-temporal-analysis species-distribution-modeling spatiotemporal adaptive-spatio-temporal-exploratory-model biodiversity biogeography ebird animal animal-movement ecology ecology-modelling movement-ecology bird-survey spatiotemporal-dynamics big-data ornithology movement
Tracking Since
January 13, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links