How to plot a circle with Matplotlib in Python
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A circle plot is called a Pie plot. It depicts the distribution of a given variable.
Here is an example of a pie plot using the soccer world cup winners from 1930 to 2018 retrieved from Wikipedia
Here is how to do it in Python
You will first need Matplotlib and Pandas libraries for this example, you can install them by writing this in the console.
Then run this python script
import matplotlib.pyplot as plt
import pandas as pd
fig, axes = plt.subplots(1,1, figsize=(8,6))
# We create our dataframe based on the data we got from Wikipedia
df = pd.DataFrame({"countries":
['Uruguay','Italy','Italy','Uruguay',
'West Germany','Brazil','Brazil',
'England','Brazil','West Germany',
'Argentina','Italy','Argentina',
'West Germany','Brazil','France',
'Brazil','Italy','Spain','Germany',
'France']})
# We do a pie plot on the axes
axes.pie(x=df["countries"].value_counts(),
labels=df["countries"].value_counts().index)
# Add a title
axes.set_title("World cup won by countries")
# Fixing the layout to fit the size
fig.tight_layout()
# we save the plot
plt.savefig("my_fig.png")
Here you are! You now know how to plot a circle in Python!
More on plots
If you want to know more about how to add labels, plot different types of plots, etc... check out the other articles I wrote on the topic, just here :
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