Which parameter in Seaborn's boxplot can be used to show or hide the outliers?showfliersoutliersfliersizeshowoutliers
Question
Which parameter in Seaborn's boxplot can be used to show or hide the outliers?
- showfliers
- outliers
- fliersize
- showoutliers
Solution
The parameter in Seaborn's boxplot that can be used to show or hide the outliers is showfliers
.
When creating a boxplot using Seaborn, the showfliers
parameter determines whether the outlier points will be displayed. By default, this parameter is set to True
, which means that any data points considered outliers will be shown as individual points outside the main box of data. If you set showfliers
to False
, these outlier points will be hidden from the plot, providing a cleaner appearance and focusing on the overall distribution of the data without the influence of extreme values.
Here’s an example of how you might use this in code:
import seaborn as sns
import matplotlib.pyplot as plt
# Sample data
data = sns.load_dataset("tips")
# Boxplot with outliers
sns.boxplot(x='day', y='total_bill', data=data, showfliers=True)
plt.title("Boxplot with Outliers")
plt.show()
# Boxplot without outliers
sns.boxplot(x='day', y='total_bill', data=data, showfliers=False)
plt.title("Boxplot without Outliers")
plt.show()
In this example, the first boxplot displays the outliers, while the second one hides them, illustrating how the showfliers
parameter works.
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