Graph Visualization Python Packages

networkx

Network Analysis in Python

243.8M 17K 4K

pygraphviz

Python interface to Graphviz graph drawing package

384K 841 225

graphistry

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

25K 2K 226

neo4j-viz

A Python package for creating interactive graph visualizations

13K 54 12

grave

Grave—dead simple graph visualization

2K 106 30

emerge-viz

Emerge is a browser-based interactive codebase and dependency visualization tool for many different programming languages. It supports some basic code quality and graph metrics and provides a simple and intuitive way to explore and analyze a codebase by using graph structures.

1K 1K 76

hypergraph-db

Hypergraph Database with Hypergraph Visualization.

1K 69 9

semantic-markdown-converter

An interactive, stylable and expandable graph view for Obsidian. Juggl is designed as an advanced 'local' graph view, where you can juggle all your thoughts with ease.

1K 793 54

alph

1K 9 1

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

917 2K 233

graphipy

GraphiPy: Universal Social Data Extractor

739 96 17

claude-atlas

Scan, map, and visualize your Claude Code setup. Find duplicate agents, conflicting triggers, and orphaned CLAUDE.md files before they silently break your workflow.

704 9 0

codegraph

Static Python dependency graph with interactive HTML visualization, massive object detection, and unlinked module analysis (no code execution).

651 470 22

axial

Interactive Visualizations for High Dimensional Genomics Data

492 8 2

algograph

Immutable graph library with 56+ algorithms, transformers, selectors, and lazy views

321 0 0

graphvizanim

A tool to create animated graph visualizations, based on graphviz.

300 508 55

multiplex-plot

Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualizations and more.

298 114 15