Graph Visualization Python Packages

networkx

Network Analysis in Python

pygraphviz

Python interface to Graphviz graph drawing package

graphistry

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

neo4j-viz

A Python package for creating interactive graph visualizations

grave

Grave—dead simple graph visualization

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.

hypergraph-db

Hypergraph Database with Hypergraph Visualization.

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.

alph

alph

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.

codegraph

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

graphipy

GraphiPy: Universal Social Data Extractor

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.

axial

Interactive Visualizations for High Dimensional Genomics Data

graphvizanim

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

algograph

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

multiplex-plot

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

textgraphs

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

lynxkite-client

Python API for LynxKite

kinbaku

Fast graph database in pure Python

lanet-vi

Large scale network visualization using k-core, k-dense, and d-core decomposition with community detection

reflex-sigma-graph

Sigma.js graph visualization component for Reflex

gnnlens

Visualization tool for Graph Neural Networks

overtime

A Temporal Networks Library written in Python