6.5 - Visual Exploration with Matplotlib and Seaborn
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Practice Questions
Test your understanding with targeted questions
What does a histogram visualize?
💡 Hint: Think about how data is organized in bins.
What is the purpose of a box plot?
💡 Hint: Recall the five-number summary it represents.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary use of a scatter plot?
💡 Hint: Think about what two variables you can plot against each other.
True or False: Box plots are useful for identifying the mean of a dataset.
💡 Hint: Consider what central tendency measures the box plot represents.
3 more questions available
Challenge Problems
Push your limits with advanced challenges
Given a dataset of educational performance with variables like exam scores, study hours, and tutoring sessions, create a comprehensive visualization plan. What visualizations would you include and why?
💡 Hint: Think about how each type of plot adds a layer of understanding to the dataset.
Design a study to determine if there’s a correlation between daily screen time and GPA using scatter plots and correlation heatmaps. What insights might you anticipate?
💡 Hint: Consider how visualizing data can highlight potential issues in performance.
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