PyRank
pysal

mapclassify

Classification schemes for choropleth mapping.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
29.2K
Week
196.8K
Month
927.8K
Stars
150
Forks
36
Issues
7
Version
2.10.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
46
Adoption
69
Community
65
Provenance
0
How the maintenance status was determined
Last commit
17 days ago
Monthly downloads
927,753
• 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
927,753
Stars
150
Stars per 1k downloads
0.16
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
28,119
Month daily avg
30,925
Momentum
-9.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.11
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
359 days ago
Total releases
23
Releases/year
2.5
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
927,753
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
69
 
Issue Burden
46.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
86.1%
contrib / forks
Stale Release
342d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 22.1K
Windows 396
macOS 110

Python Versions

3.11
68.5% 15.3K
3.12
25.3% 5.7K
3.13
2.8% 631
3.10
2.5% 568
3.14
0.9% 192

Top Countries

1. US US
15.4K
2. NL NL
2.7K
3. IE IE
1.4K
4. DE DE
716
5. AU AU
485
6. GB GB
444
7. SG SG
247
8. CA CA
180
9. IL IL
174
10. IN IN
161
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
BSD 3-Clause
First Release
April 21, 2017
Last Release
12 months ago
Last Commit
2 weeks ago
Latest Version
2.10.0
Total Releases
23
Contributors
31
Open PRs
8
Archived
No
Python Versions
3
Wheels
py3
Keywords
spatial statistics geovisualization
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links