Practice Multivariate Visualization Techniques - 3.3 | 3. Advanced Data Visualization Techniques | Data Science Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does a heatmap visualize?

πŸ’‘ Hint: Think about data representation using color.

Question 2

Easy

Name one library used to create pair plots.

πŸ’‘ Hint: It's known for its aesthetic appeal.

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 do heatmaps represent?

  • A. Temperature
  • B. Correlation values
  • C. Categorical data

πŸ’‘ Hint: What does a heatmap typically visualize in data analysis?

Question 2

Is a pair plot useful for identifying outliers?

  • True
  • False

πŸ’‘ Hint: Think about how visualizing all feature pairs could help identify unusual data points.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Given a dataset with three features, create a bubble chart and interpret the resulting chart. Discuss any interesting relationships.

πŸ’‘ Hint: Identify what each axis and bubble size represents.

Question 2

Analyze a heatmap given to you and identify any significant correlations. How would this inform decision-making?

πŸ’‘ Hint: Look for strong correlations that could indicate causality or influence.

Challenge and get performance evaluation