PyPI Stats
c2g-dev

city2graph

Transform geospatial relations into graphs for Graph Neural Networks and network analysis
PyPI GitHub
Downloads
Day
72
Week
359
Month
1.7K
Stars
1.2K
Forks
125
Issues
5
Version
0.3.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
63
Adoption
32
Community
20
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
1,701
• 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
1,701
Stars
1,165
Stars per 1k downloads
684.89
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
51
Month daily avg
57
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
<3.14,>=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
45 days ago
Total releases
15
Releases/year
18.3
• 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
1,701
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
35
 
Issue Burden
4.3
per 1k stars
Discussions
4.3
per 1k stars
Fork Ratio
0.8%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 6
Windows 2

Python Versions

3.12
75.0% 6
3.11
25.0% 2

Top Countries

1. SG SG
5
2. CA CA
3
3. HK HK
2
4. CN CN
1

Dependencies

11
12 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD-3-Clause
First Release
July 10, 2025
Last Release
1 month ago
Last Commit
3 days ago
Latest Version
0.3.1
Total Releases
15
Contributors
1
Open PRs
3
Archived
No
Python Versions
3.11 3.12 3.13
Wheels
py3
Keywords
Digital Twin GNNs GeoAI Geographic Data Science Geospatial Analysis Geospatial Foundation Models Graph Neural Networks Graph Representation Learning PyTorch Geometric Spatial Data Science Spatial Knowledge Graphs Spatiotemporal Analysis Transportation Networks Urban Analytics Urban Informatics Urban Mobility Urban Planning and Design
Topics
network-analysis spatial-analysis geographical-information-system graph-neural-networks pytorch pytorch-geometric geographic-data-science graph-representation-learning mobility transportation gis urban-morphometrics gnn overturemaps pyg geospatial-analysis geoai geospatial python good-first-issue
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links