Calculating Degree Distribution PMF for a Graph

This code defines a function that calculates the degree distribution of a given graph and returns it in the form of a probability mass function (pmf).

Technology Stack : The packages and technologies used in the code include igraph for graph analysis and numpy for numerical operations.

Code Type : The type of code

Code Difficulty : Intermediate

                
                    
def random_degree_distribution(graph):
    import igraph as ig
    import numpy as np
    
    # Calculate the degree distribution of the graph
    degree_distribution = graph.degree_distribution(mode='out')
    
    # Return the degree distribution in a human-readable format
    return degree_distribution.pmf()