PyPI Stats
pysal

spreg

Spatial econometric regression in Python
PyPI GitHub
Downloads
Day
1.3K
Week
10.2K
Month
440.0K
Stars
87
Forks
28
Issues
11
Version
1.9.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
41
Adoption
56
Community
70
How the maintenance status was determined
Last commit
26 days ago
Monthly downloads
440,017
• 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
440,017
Stars
87
Stars per 1k downloads
0.20
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
1,450
Month daily avg
14,667
Momentum
-90.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
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
BSD 3-Clause
• 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
43 days ago
Total releases
29
Releases/year
3.6
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
31
Monthly downloads
440,017
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
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
110.7%
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 934
Windows 319
macOS 24

Python Versions

3.12
39.2% 478
3.11
32.3% 394
3.13
19.6% 239
3.14
4.6% 56
3.10
4.3% 52

Top Countries

1. US US
906
2. CN CN
178
3. SG SG
25
4. HK HK
19
5. NL NL
16
6. DE DE
15
7. GB GB
15
8. IE IE
10
9. IN IN
10
10. TW TW
10

Dependencies

5
15 optional dependencies

Used By

9

Package Information

License
BSD 3-Clause
First Release
May 10, 2018
Last Release
1 month ago
Last Commit
3 weeks ago
Latest Version
1.9.0
Total Releases
29
Contributors
31
Open PRs
1
Archived
No
Python Versions
3
Wheels
py3
Keywords
spatial econometrics regression statistics spatial modeling
Topics
spatial-regression econometrics geography statistics spatial-analysis spatial-statistics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links