yFiles Graphs for Jupyter

Visualize graph networks with Python

yFiles Graphs for Jupyter is a free diagram visualization extension for JupyterLab and Jupyter Notebook. You can easily load structures from your favorite Python graph package and benefit from the superior visualization and automatic layouts of our established yFiles SDK.

Gain new insights into your data and create readable representations of your network by utilizing the automatic layout algorithms, inspecting the item’s neighbors and associated data, mapping data to colors, and more.

You can use this extension in the default Jupyter environments, but also in other environments like VS Code or Google Colab.

yFiles Graphs for Jupyter is a free diagram visualization extension for JupyterLab and Jupyter Notebook. It can import structured data from popular Python graph packages like NetworkX, graph-tool, igraph, PyGraphviz, or any structured list of nodes and edges.

Powerful layout algorithms from our established yFiles SDK are included. You can easily apply the whole range – organic, hierarchic, tree, orthogonal, circular, and radial – to your graph structure. A suitable, clear visualization helps you gain a better understanding of your data.

The embedded extension provides interactive features like automatic layouts, item neighborhood and data views, and search capabilities, as well as an API to integrate the high-performance algorithms and specify data-driven mappings for item color or geometry.