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Agents tracked: 440 Downloads (7d): 202M down 19.5% GitHub stars: 10.4M Releases (7d): 607 Agent status: all upSince last limit reset: Claude 28d · Codex 0d Updated Oct 21, 2026

Shapely

Manipulation and analysis of geometric objects for spatial computing.

ML and data science PyPI BSD-3-Clause Maps and geodata

Used in agent projects
11
0.7% of 1,622 Python repos built with AI coding agents; 276 counting our dependency samples
Gid Score
66 /100
#420 of 3,794 tools, #26 in ml and data science · ranking
Rank in ml and data science
#37 of 262
by use in those projects
Downloads
17.2M
PyPI, last 7 days, shapely
GitHub stars
4,529
644 forks · last push Oct 16, 2026

How Shapely is used

Shapely is a dependency in 11 of the 6,208 public GitHub projects set up for AI coding agents that we scanned, too few to describe it from them alone. Our scan also samples projects by dependency (Solana 2,661, Ethereum and EVM 1,496, 3D and games 2,818, agent frameworks and SDKs 10,983); counting those, it appears in 276 projects, and what it is used with below comes from all of them. The most used alternative in our scan is NetworkX (62 projects). Projects that use it most often also use NumPy (93.8%), Requests (81.9%), PyYAML (79.3%).

Shapely popularity over time

Top tools by Gid Score

Shapely: downloads per weekPyPI, shapely 17,006,442
Shapely: GitHub starsshapely/shapely 4,529

Gid Score 66: downloads 90, use in agent projects 66, GitHub stars 37, downloads trend 58 (each 0-100). How it is calculated.

Often used with Shapely

NumPy93.8% of Shapely projects · 16.1× more than average
Requests81.9% of Shapely projects · 12.0× more than average
PyYAML79.3% of Shapely projects · 13.3× more than average
python-dateutil79.0% of Shapely projects · 48.1× more than average
pandas76.4% of Shapely projects · 17.8× more than average
Click75.7% of Shapely projects · 30.3× more than average
packaging73.2% of Shapely projects · 49.9× more than average

From all 276 projects in our scan that use Shapely, including the dependency samples.

By coding agent

Claude Code0.2% of projects set up for it
GitHub Copilot0.2% of projects set up for it

Share of public repos configured for each agent that list Shapely as a dependency.

Install

Packagepip install shapely
Main stacksPython (276)
Example projectszstar1003/ragflow-plus, opengeos/geospatial, YvanYin/GoalFlow, sethkarten/continual-harness, Luffy03/Large-Scale-Medical

Alternatives to Shapely

All ml and data science

Tools that do the same job, so a project picks one or the other. Add-ons and libraries used alongside Shapely are not listed here; they are in "Often used with".

Tool Gid Score Used in agent projectsDownloads / wk GitHub starsLicense
NetworkX pypi
Python package for creating, analyzing and manipulating complex networks and graphs.
79 62 (3.8%) 54.5M 17.3K BSD-3-Clause

More in ML and data science: NumPy pandas scikit-learn SciPy PyTorch Sentence Transformers Hugging Face Transformers Chroma (Python)

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