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Data Visualization with Seaborn
Question 1
Which of the following Seaborn plots is used to visualize the relationship between two numerical variables?
- A
Bar plot
- B
Scatter plot
- C
Box plot
- D
Heatmap
Question 2
Which Seaborn plot is best for showing the frequency of occurrences for each category in a categorical variable?
- A
Count Plot
- B
Line plot
- C
Rug plot
- D
Pair plot
Question 3
What is the primary purpose of a violin plot in Seaborn?
- A
To compare categorical data
- B
To display the distribution and density of a dataset
- C
To visualize relationships between two numerical variables
- D
To create a heatmap of correlations
Question 4
Which Seaborn plot helps visualize pairwise relationships between multiple numerical variables in a dataset?
- A
Pair plot
- B
Relational plot
- C
Swarm plot
- D
Cluster map
Question 5
Which Seaborn function is best suited for visualizing the probability density of a continuous variable?
- A
sns.boxplot() - B
sns.kdeplot()
- C
sns.countplot()
- D
sns.pointplot()
There are 5 questions to complete.
