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# Getting Started with Pyvis for Graph Visualization

4 min readApr 13, 2025

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Graph visualization is a powerful way to represent relationships and connections between entities. In this article, we will explore how to use the pyvis library to create interactive and visually appealing graph visualizations.

## Installing Pyvis

To get started, you need to install the pyvis library. You can do this using the following command:

pip3 install pyvis

## Creating a Network

All networks in pyvis must be instantiated as a Network object. Here's how we set up our environment:

from pyvis.network import Network

## Adding Nodes to the Network

Nodes are the fundamental building blocks of a graph. Each node must have an ID and an optional label. Here’s how you can add nodes to your network:

The ID can be a string or an integer, and the label will be a string. If you don’t provide a label, the ID will be used as the label by default. Label is visually attached to the node in the final graph visualization.

net = Network(notebook=True, height="700px", width="700px")

# Adding individual nodes
net.add_node(1, label="Node 1") # Node ID: 1, Label: "Node 1"
net.add_node(2) # Node ID…

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UAV
UAV

Written by UAV

UAV stands for Udashey-Avi-Vinay—3 engineers from Blinkit sharing real-world problem-solving insights in the field of data. Join us on our knowledge journey!