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import pandas as pd import matplotlib.pyplot as plt # Create a figure with subplots fig, ax = plt.subplots(figsize=(20, 10)) # Group data by cylinder size and create a box plot for each group groups = cars.groupby('Cyl') positions = range(len(groups)) for idx, (name, group) in enumerate(groups): group.boxplot(column='Hwy MPG', positions=[positions[idx]], ax=ax, widths=0.5) plt.xlabel('Cylinders') plt.ylabel('Miles per Gallon') plt.xticks(positions, [name for name, _ in groups]) print(name) plt.title('Box Plot for all Cylinder Cars') plt.savefig("all_BP.png") plt.show()
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