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Drawing a network graph with networkX and Matplotlib
To draw a network graph with networkx and matplotlib, plt.show() −
Set the figure size and adjust the padding between and around the subplots.
Make an object for a dataframe with the keys, from and to.
Get a graph containing an edgelist.
Draw a graph (Step 3) using draw() method with some node properties.
To display the figure, use show() method.
Example
import pandas as pd
import networkx as nx
from matplotlib import pyplot as plt
plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True
df = pd.DataFrame({'from': ['A', 'B', 'C', 'A'], 'to': ['D', 'A', 'E', 'C']})
G = nx.from_pandas_edgelist(df, 'from', 'to')
nx.draw(G, with_labels=True, node_size=100, alpha=1, linewidths=10)
plt.show()Output
Updated on: 01-Jun-2021
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