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What is the output of the following code?

medium📝 Predict Output Q5 of 15
Matplotlib - Seaborn Integration
What is the output of the following code?
import seaborn as sns
import matplotlib.pyplot as plt

data = [5, 7, 8, 5, 6, 9, 4]
sns.violinplot(data=data)
plt.show()
AA violin plot showing the distribution of the data
BA line plot connecting the data points
CA bar chart representing the data values
DAn error due to incorrect data format
Step-by-Step Solution
Solution:
  1. Step 1: Identify the plotting function

    The function sns.violinplot creates a violin plot to visualize data distribution.
  2. Step 2: Understand the data input

    The data is a list of numeric values suitable for violin plot input.
  3. Final Answer:

    A violin plot showing the distribution of the data -> Option A
  4. Quick Check:

    Violinplot visualizes distribution and density [OK]
Quick Trick: Violinplot shows data distribution shape [OK]
Common Mistakes:
  • Confusing violin plot with line or bar plot
  • Assuming data format causes error
  • Expecting a scatter plot instead

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