3.3 - Multivariate Visualization Techniques
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Practice Questions
Test your understanding with targeted questions
What does a heatmap visualize?
💡 Hint: Think about data representation using color.
Name one library used to create pair plots.
💡 Hint: It's known for its aesthetic appeal.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What do heatmaps represent?
💡 Hint: What does a heatmap typically visualize in data analysis?
Is a pair plot useful for identifying outliers?
💡 Hint: Think about how visualizing all feature pairs could help identify unusual data points.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Given a dataset with three features, create a bubble chart and interpret the resulting chart. Discuss any interesting relationships.
💡 Hint: Identify what each axis and bubble size represents.
Analyze a heatmap given to you and identify any significant correlations. How would this inform decision-making?
💡 Hint: Look for strong correlations that could indicate causality or influence.
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