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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a pair plot?
💡 Hint: Think about how you can show multiple variables simultaneously.
Question 2
Easy
Which library would you use to create pair plots in Python?
💡 Hint: It's a popular library for statistical visualizations.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary purpose of a pair plot?
- To visualize a single feature
- To display relationships between multiple features
- To summarize data statistics
💡 Hint: Think about its name—what does 'pair' imply?
Question 2
Pair plots can help identify which of the following?
- Mean values
- Clusters and outliers
- Data types
💡 Hint: Consider what visual representation might reveal.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Using a provided dataset, write Python code to generate a pair plot. Identify any clusters and outliers in your analysis.
💡 Hint: Analyze the pairwise plots to infer relationships.
Question 2
Critically evaluate the limitations of pair plots. How would you approach analyzing high-dimensional data beyond this technique?
💡 Hint: Think of how many graphs might be displayed and what that could mean for interpretation.
Challenge and get performance evaluation