Creating the Network.py

import pandas as pd
import networkx as nx
import netwulf as wulf
import community as community_louvain

df = pd.read_csv('YOUR RELATIONS FILE.csv')

#Filter the user following accounts to a smaller subset of accounts that follow me
df=df[df['following'].isin(my_followers)]

#Create Network Object
G=nx.from_pandas_edgelist(df, 'user', 'following')

#Find sub-communities with the Louvain method
partition = community_louvain.best_partition(G)

#Add sub-communities as Groups
nx.set_node_attributes(G, partition, "group")

#Find most influential nodes of the network
top_influencers_nodes=nx.voterank(G,number_of_nodes=15)

#VISUALISE
stylized_network, config = wulf.visualize(G,config=netwulf_config)