Visualize Graphs in Python Last Updated : 17 May, 2022 Comments Improve Suggest changes Like Article Like Report Prerequisites: Graph Data Structure And Algorithms A Graph is a non-linear data structure consisting of nodes and edges. The nodes are sometimes also referred to as vertices and the edges are lines or arcs that connect any two nodes in the graph. In this tutorial we are going to visualize undirected Graphs in Python with the help of networkx library. Installation: To install this module type the below command in the terminal. pip install networkx Below is the implementation. python3 # First networkx library is imported # along with matplotlib import networkx as nx import matplotlib.pyplot as plt # Defining a Class class GraphVisualization: def __init__(self): # visual is a list which stores all # the set of edges that constitutes a # graph self.visual = [] # addEdge function inputs the vertices of an # edge and appends it to the visual list def addEdge(self, a, b): temp = [a, b] self.visual.append(temp) # In visualize function G is an object of # class Graph given by networkx G.add_edges_from(visual) # creates a graph with a given list # nx.draw_networkx(G) - plots the graph # plt.show() - displays the graph def visualize(self): G = nx.Graph() G.add_edges_from(self.visual) nx.draw_networkx(G) plt.show() # Driver code G = GraphVisualization() G.addEdge(0, 2) G.addEdge(1, 2) G.addEdge(1, 3) G.addEdge(5, 3) G.addEdge(3, 4) G.addEdge(1, 0) G.visualize() Output: Comment More infoAdvertise with us Next Article Visualize Graphs in Python K kshitijjainm Follow Improve Article Tags : Python python-utility graph-basics Python-matplotlib Practice Tags : python Similar Reads Graph Plotting in Python | Set 1 This series will introduce you to graphing in Python with Matplotlib, which is arguably the most popular graphing and data visualization library for Python.InstallationThe easiest way to install matplotlib is to use pip. Type the following command in the terminal:Â pip install matplotlibOR, you can d 9 min read Python | Visualize graphs generated in NetworkX using Matplotlib Prerequisites: Generating Graph using Network X, Matplotlib IntroIn this article, we will be discussing how to plot a graph generated by NetworkX in Python using Matplotlib. NetworkX is not a graph visualizing package but basic drawing with Matplotlib is included in the software package. Step 1 : Im 3 min read Python Graph Tools Module The graph-tools module is a Python package designed for handling directed and undirected graphs, as well as complex networks. It emphasizes performance and provides a wide range of graph algorithms and data structures. It was initially developed for networking researchers who conduct experiments in 2 min read PyQtGraph - Line Graph In this article we will see how we can create line graph in the PyQtGraph module. PyQtGraph is a graphics and user interface library for Python that provides functionality commonly required in designing and science applications. Its primary goals are to provide fast, interactive graphics for display 3 min read Data Visualization using Matplotlib in Python Matplotlib is a widely-used Python library used for creating static, animated and interactive data visualizations. It is built on the top of NumPy and it can easily handles large datasets for creating various types of plots such as line charts, bar charts, scatter plots, etc. These visualizations he 10 min read Like