Tuesday, 24 February 2026

๐ŸŒ Day 36: Network Chart in Python

 



๐ŸŒ Day 36: Network Chart in Python


๐Ÿ”น What is a Network Chart?

A Network Chart (also called Network Graph) shows relationships between different items.

  • Circles = Nodes

  • Lines = Connections

  • Shows how things are linked


๐Ÿ”น When Should You Use It?

Use a network chart when:

  • Showing social connections

  • Visualizing team collaboration

  • Displaying system architecture

  • Mapping relationships between concepts


๐Ÿ”น Example Scenario

Social Media Connections:

  • You

  • Designer

  • Developer

  • Marketer

  • Client

It shows who is connected to whom.


๐Ÿ”น Key Idea Behind It

๐Ÿ‘‰ Nodes represent entities
๐Ÿ‘‰ Edges (lines) represent relationships
๐Ÿ‘‰ More connections = more central node


๐Ÿ”น Python Code (Simple Network Chart – NetworkX)

import networkx as nx import matplotlib.pyplot as plt # Create graph G = nx.Graph() # Add connections
G.add_edges_from([ ("You", "Designer"),
("You", "Developer"),
("Designer", "Marketer"),
("Developer", "Client"),
("Marketer", "Client") ]) # Draw graph plt.figure(figsize=(6,6)) nx.draw(G, with_labels=True, node_size=3000, node_color="skyblue", font_size=10) plt.title("Team Collaboration Network")
plt.show()

๐Ÿ“Œ Install if needed:

pip install networkx

๐Ÿ”น Output Explanation (Beginner Friendly)

  • Each circle is a person.

  • Each line shows a connection.

  • If two people are connected, they work together.

  • If someone has many lines, they are more connected.

You can easily see:

๐Ÿ‘‰ Who is central in the network
๐Ÿ‘‰ Who connects different people
๐Ÿ‘‰ How everyone is related


๐Ÿ”น Network Chart vs Sankey Diagram

AspectNetwork ChartSankey
Shows relationships
Shows flow quantity
Good for social graphsExcellentLimited
Shows directionOptionalYes

๐Ÿ”น Key Takeaways

  • Best for relationship visualization

  • Great for social networks

  • Easy to understand

  • Powerful for concept mapping


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