bf1_9.py

import pandas as pd
import matplotlib.pyplot as plt

# Import Data
data = pd.read_csv('scrubbed.csv')
data.head()

#Prepare "shapes" column for donut plot entry
shapes = data['shape'].value_counts(normalize=True) * 100
Keys = shapes.keys().to_list()
Percent = shapes.to_list()

fig = plt.figure(figsize=(20,20)) # Create matplotlib figure
plt.rcParams.update({'font.size': 40, 'font.family': 'monospace'})

labels = Keys
sizes = Percent
colors = ['steelblue', 'lightseagreen', 'lightslategrey', 'teal', 'lavender', 'honeydew', 'darkseagreen', 'mediumaquamarine', 'paleturquoise', 'skyblue', 'thistle', 'plum', 'orchid', 'slateblue', 'dimgray', 'lightgrey', 'mediumpurple']

# Plot Pie Chart
plt.pie(sizes, 
        colors=colors, 
        labels=labels,
        autopct='%1.1f%%', 
        shadow=False)
        
# circle at the center of pie to make it look like a donut
centre_circle = plt.Circle((0,0),0.65,color='white', fc='white',linewidth=1.25)
fig = plt.gcf()
fig.gca().add_artist(centre_circle)


# Set aspect ratio to be equal so that pie is drawn as a circle.
plt.axis('equal')
plt.show()  

#Save figure 
plt.savefig(('donut.png'))