SNS Histplot

Introduction

SNS Histplot is a Python library that allows users to plot a histogram of a social network's degree distribution. The degree distribution of a social network shows how many connections each node has in the network. By plotting this distribution, users can gain insight into the overall structure of the network.

Usage

Installation

To install SNS Histplot, simply run the following command in your terminal:

pip install sns_histplot

Example

Once you have installed SNS Histplot, you can use it as follows:

import sns_histplot
import networkx as nx

# Create a networkx graph
G = nx.fast_gnp_random_graph(1000, 0.5)

# Plot the degree distribution
sns_histplot.histplot(G)

This will plot a histogram of the degree distribution of the randomly generated network.

Conclusion

SNS Histplot is a simple yet powerful tool for plotting the degree distribution of social networks. By using it, users can gain a deeper understanding of the structure of a network and extract valuable insights from their data.