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Title: Python Graph Visualization with NetworkX: A Comprehensive Tutorial
Introduction:
NetworkX is a powerful Python library for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. In this tutorial, we will explore the basics of graph visualization using NetworkX, a popular tool for working with graphs in Python.
Installation:
First, make sure you have NetworkX installed. You can install it using the following command:
Creating a Graph:
Let's start by creating a simple graph using NetworkX.
This code creates a simple undirected graph with four nodes and three edges.
Customizing Graph Visualization:
You can customize the appearance of the graph by specifying various parameters.
Graph Analysis:
NetworkX provides various functions for analyzing graphs. Let's calculate some basic metrics.
Adding Node and Edge Attributes:
You can attach additional information to nodes and edges.