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4 cards from this section. Quick, good the night before a test.
What is a pair plot?
Think about how you can show multiple variables simultaneously.
Which library would you use to create pair plots in Python?
It's a popular library for statistical visualizations.
What is the primary purpose of a pair plot?
Think about its name—what does 'pair' imply?
Pair plots can help identify which of the following?
Consider what visual representation might reveal.
Using a provided dataset, write Python code to generate a pair plot. Identify any clusters and outliers in your analysis.
Analyze the pairwise plots to infer relationships.
Critically evaluate the limitations of pair plots. How would you approach analyzing high-dimensional data beyond this technique?
Think of how many graphs might be displayed and what that could mean for interpretation.
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