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Trending Categories Repositories Insights Dependencies Withheld

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Topics: graph-visualization

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3 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: graph-visualization
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1.networkx / networkx

Network Analysis in Python

python
complex-networks
graph-theory
graph-algorithms
graph-analysis
graph-generation
+1 more

Python Other license17K total3.7K forks

+565 stars

from 16,815 · score 6.34

2.graphistry / pygraphistry

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

graph
visualization
gpu
graphistry
python
rapids
+14 more

Python BSD-3-CLAUSE2.6K total232 forks

+107 stars

from 2,469 · score 4.68

3.pygraphviz / pygraphviz

Python interface to Graphviz graph drawing package

graph-visualization
complex-networks
python

Python Other license848 total231 forks

+10 stars

from 838 · score 2.40

Order: Attention Score

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How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Category holds the repositories that its published rules match; see Categories.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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