Using the ‘diamonds’ dataset, plot a violin plot that showcases the distribution of prices, split to compare the distribution for ‘Fair’ and ‘Ideal’ cuts side by side.
Example Output:
Utilize sns.violinplot and use the split parameter.
import seaborn as sns
import matplotlib.pyplot as plt
def plot_advanced_violin():
diamonds_data = sns.load_dataset('diamonds')
filtered_data = diamonds_data[diamonds_data.cut.isin(['Fair', 'Ideal'])]
sns.violinplot(x="cut", y="price", data=filtered_data, split=True)
plt.show()
plot_advanced_violin()
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